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index 2c13bded7..2782d9931 100644
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index 15688be72..abb195dc7 100644
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diff --git a/docs/build/html/.buildinfo b/docs/build/html/.buildinfo
index 64d0c7cd6..0d0f30880 100644
--- a/docs/build/html/.buildinfo
+++ b/docs/build/html/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 490135378bb62c693d255266a0bf2e56
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 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/docs/build/html/_modules/domainlab/algos/a_algo_builder.html b/docs/build/html/_modules/domainlab/algos/a_algo_builder.html
index 02537894a..4c32eea7f 100644
--- a/docs/build/html/_modules/domainlab/algos/a_algo_builder.html
+++ b/docs/build/html/_modules/domainlab/algos/a_algo_builder.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.a_algo_builder &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
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@@ -104,7 +104,7 @@
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     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -379,7 +379,7 @@ <h1 id="modules-domainlab-algos-a-algo-builder--page-root">Source code for domai
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
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diff --git a/docs/build/html/_modules/domainlab/algos/builder_api_model.html b/docs/build/html/_modules/domainlab/algos/builder_api_model.html
index 20b0c43d2..456a6b3ba 100644
--- a/docs/build/html/_modules/domainlab/algos/builder_api_model.html
+++ b/docs/build/html/_modules/domainlab/algos/builder_api_model.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.builder_api_model &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
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@@ -104,7 +104,7 @@
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     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -344,7 +344,7 @@ <h1 id="modules-domainlab-algos-builder-api-model--page-root">Source code for do
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/_modules/domainlab/algos/builder_custom.html b/docs/build/html/_modules/domainlab/algos/builder_custom.html
index ec411863d..33688a56c 100644
--- a/docs/build/html/_modules/domainlab/algos/builder_custom.html
+++ b/docs/build/html/_modules/domainlab/algos/builder_custom.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.builder_custom &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
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@@ -104,7 +104,7 @@
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     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -420,7 +420,7 @@ <h1 id="modules-domainlab-algos-builder-custom--page-root">Source code for domai
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
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diff --git a/docs/build/html/_modules/domainlab/algos/builder_dann.html b/docs/build/html/_modules/domainlab/algos/builder_dann.html
index 004ba89eb..1dc4d8b31 100644
--- a/docs/build/html/_modules/domainlab/algos/builder_dann.html
+++ b/docs/build/html/_modules/domainlab/algos/builder_dann.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.builder_dann &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
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@@ -104,7 +104,7 @@
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     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -389,7 +389,7 @@ <h1 id="modules-domainlab-algos-builder-dann--page-root">Source code for domainl
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/_modules/domainlab/algos/builder_diva.html b/docs/build/html/_modules/domainlab/algos/builder_diva.html
index d90d7a5af..2fd682c5f 100644
--- a/docs/build/html/_modules/domainlab/algos/builder_diva.html
+++ b/docs/build/html/_modules/domainlab/algos/builder_diva.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.builder_diva &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
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@@ -104,7 +104,7 @@
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     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -382,7 +382,7 @@ <h1 id="modules-domainlab-algos-builder-diva--page-root">Source code for domainl
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/_modules/domainlab/algos/builder_erm.html b/docs/build/html/_modules/domainlab/algos/builder_erm.html
index 162a04a10..d00f14239 100644
--- a/docs/build/html/_modules/domainlab/algos/builder_erm.html
+++ b/docs/build/html/_modules/domainlab/algos/builder_erm.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.builder_erm &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
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@@ -104,7 +104,7 @@
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   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -361,7 +361,7 @@ <h1 id="modules-domainlab-algos-builder-erm--page-root">Source code for domainla
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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             <a href="https://github.com/bashtage/sphinx-material/">Material for
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diff --git a/docs/build/html/_modules/domainlab/algos/builder_hduva.html b/docs/build/html/_modules/domainlab/algos/builder_hduva.html
index 60138199d..4287afd34 100644
--- a/docs/build/html/_modules/domainlab/algos/builder_hduva.html
+++ b/docs/build/html/_modules/domainlab/algos/builder_hduva.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.builder_hduva &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
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@@ -104,7 +104,7 @@
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     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -369,7 +369,7 @@ <h1 id="modules-domainlab-algos-builder-hduva--page-root">Source code for domain
               
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             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/_modules/domainlab/algos/builder_jigen1.html b/docs/build/html/_modules/domainlab/algos/builder_jigen1.html
index 54c5a43c5..68e4e8479 100644
--- a/docs/build/html/_modules/domainlab/algos/builder_jigen1.html
+++ b/docs/build/html/_modules/domainlab/algos/builder_jigen1.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.builder_jigen1 &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
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     <form class="md-search__form" action="../../../search.html" method="get" name="search">
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+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -388,7 +388,7 @@ <h1 id="modules-domainlab-algos-builder-jigen1--page-root">Source code for domai
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/algos/msels/a_model_sel.html b/docs/build/html/_modules/domainlab/algos/msels/a_model_sel.html
index 9c57472e4..84a0799ae 100644
--- a/docs/build/html/_modules/domainlab/algos/msels/a_model_sel.html
+++ b/docs/build/html/_modules/domainlab/algos/msels/a_model_sel.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.msels.a_model_sel &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
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     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
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+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -430,7 +430,7 @@ <h1 id="modules-domainlab-algos-msels-a-model-sel--page-root">Source code for do
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/algos/msels/c_msel_oracle.html b/docs/build/html/_modules/domainlab/algos/msels/c_msel_oracle.html
index 198fd326f..f1b01c84b 100644
--- a/docs/build/html/_modules/domainlab/algos/msels/c_msel_oracle.html
+++ b/docs/build/html/_modules/domainlab/algos/msels/c_msel_oracle.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.msels.c_msel_oracle &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
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@@ -104,7 +104,7 @@
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     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
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+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -391,7 +391,7 @@ <h1 id="modules-domainlab-algos-msels-c-msel-oracle--page-root">Source code for
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/algos/msels/c_msel_tr_loss.html b/docs/build/html/_modules/domainlab/algos/msels/c_msel_tr_loss.html
index f48a9c899..00727615d 100644
--- a/docs/build/html/_modules/domainlab/algos/msels/c_msel_tr_loss.html
+++ b/docs/build/html/_modules/domainlab/algos/msels/c_msel_tr_loss.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
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     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
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+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -380,7 +380,7 @@ <h1 id="modules-domainlab-algos-msels-c-msel-tr-loss--page-root">Source code for
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
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diff --git a/docs/build/html/_modules/domainlab/algos/msels/c_msel_val.html b/docs/build/html/_modules/domainlab/algos/msels/c_msel_val.html
index 3e242a402..1064f0a0f 100644
--- a/docs/build/html/_modules/domainlab/algos/msels/c_msel_val.html
+++ b/docs/build/html/_modules/domainlab/algos/msels/c_msel_val.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
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     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
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+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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              data-md-component="query" data-md-state="active">
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@@ -398,7 +398,7 @@ <h1 id="modules-domainlab-algos-msels-c-msel-val--page-root">Source code for dom
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
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diff --git a/docs/build/html/_modules/domainlab/algos/observers/a_observer.html b/docs/build/html/_modules/domainlab/algos/observers/a_observer.html
index 309347470..6426817dc 100644
--- a/docs/build/html/_modules/domainlab/algos/observers/a_observer.html
+++ b/docs/build/html/_modules/domainlab/algos/observers/a_observer.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
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     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
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+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -388,7 +388,7 @@ <h1 id="modules-domainlab-algos-observers-a-observer--page-root">Source code for
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/algos/observers/b_obvisitor.html b/docs/build/html/_modules/domainlab/algos/observers/b_obvisitor.html
index bcd0051f0..4f01f6d96 100644
--- a/docs/build/html/_modules/domainlab/algos/observers/b_obvisitor.html
+++ b/docs/build/html/_modules/domainlab/algos/observers/b_obvisitor.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
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@@ -104,7 +104,7 @@
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     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
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+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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              data-md-component="query" data-md-state="active">
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@@ -496,7 +496,7 @@ <h1 id="modules-domainlab-algos-observers-b-obvisitor--page-root">Source code fo
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
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diff --git a/docs/build/html/_modules/domainlab/algos/observers/c_obvisitor_cleanup.html b/docs/build/html/_modules/domainlab/algos/observers/c_obvisitor_cleanup.html
index 0bd14cf39..fc97876d5 100644
--- a/docs/build/html/_modules/domainlab/algos/observers/c_obvisitor_cleanup.html
+++ b/docs/build/html/_modules/domainlab/algos/observers/c_obvisitor_cleanup.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
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     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
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+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -351,7 +351,7 @@ <h1 id="modules-domainlab-algos-observers-c-obvisitor-cleanup--page-root">Source
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
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diff --git a/docs/build/html/_modules/domainlab/algos/observers/c_obvisitor_gen.html b/docs/build/html/_modules/domainlab/algos/observers/c_obvisitor_gen.html
index 1ed3b6f7a..88ef41edb 100644
--- a/docs/build/html/_modules/domainlab/algos/observers/c_obvisitor_gen.html
+++ b/docs/build/html/_modules/domainlab/algos/observers/c_obvisitor_gen.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
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@@ -104,7 +104,7 @@
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     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
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+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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              data-md-component="query" data-md-state="active">
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@@ -348,7 +348,7 @@ <h1 id="modules-domainlab-algos-observers-c-obvisitor-gen--page-root">Source cod
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
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diff --git a/docs/build/html/_modules/domainlab/algos/trainers/a_trainer.html b/docs/build/html/_modules/domainlab/algos/trainers/a_trainer.html
index 08df19027..14fd3605f 100644
--- a/docs/build/html/_modules/domainlab/algos/trainers/a_trainer.html
+++ b/docs/build/html/_modules/domainlab/algos/trainers/a_trainer.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
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@@ -104,7 +104,7 @@
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     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
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+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -579,7 +579,7 @@ <h1 id="modules-domainlab-algos-trainers-a-trainer--page-root">Source code for d
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/algos/trainers/args_dial.html b/docs/build/html/_modules/domainlab/algos/trainers/args_dial.html
index 9675fa45c..58804de38 100644
--- a/docs/build/html/_modules/domainlab/algos/trainers/args_dial.html
+++ b/docs/build/html/_modules/domainlab/algos/trainers/args_dial.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
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     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
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+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -334,7 +334,7 @@ <h1 id="modules-domainlab-algos-trainers-args-dial--page-root">Source code for d
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
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diff --git a/docs/build/html/_modules/domainlab/algos/trainers/hyper_scheduler.html b/docs/build/html/_modules/domainlab/algos/trainers/hyper_scheduler.html
index 0e7f7fc17..2b00b34c7 100644
--- a/docs/build/html/_modules/domainlab/algos/trainers/hyper_scheduler.html
+++ b/docs/build/html/_modules/domainlab/algos/trainers/hyper_scheduler.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
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+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -389,7 +389,7 @@ <h1 id="modules-domainlab-algos-trainers-hyper-scheduler--page-root">Source code
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/algos/trainers/train_basic.html b/docs/build/html/_modules/domainlab/algos/trainers/train_basic.html
index 1443feb68..5089e0ae2 100644
--- a/docs/build/html/_modules/domainlab/algos/trainers/train_basic.html
+++ b/docs/build/html/_modules/domainlab/algos/trainers/train_basic.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.trainers.train_basic &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../_static/material.css?v=79c92029" />
     <script src="../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -448,7 +448,7 @@ <h1 id="modules-domainlab-algos-trainers-train-basic--page-root">Source code for
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/algos/trainers/train_dial.html b/docs/build/html/_modules/domainlab/algos/trainers/train_dial.html
index b9454b9b8..19b163e50 100644
--- a/docs/build/html/_modules/domainlab/algos/trainers/train_dial.html
+++ b/docs/build/html/_modules/domainlab/algos/trainers/train_dial.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.trainers.train_dial &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../_static/material.css?v=79c92029" />
     <script src="../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -367,7 +367,7 @@ <h1 id="modules-domainlab-algos-trainers-train-dial--page-root">Source code for
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/algos/trainers/train_hyper_scheduler.html b/docs/build/html/_modules/domainlab/algos/trainers/train_hyper_scheduler.html
index 2ad256408..a1371fc2b 100644
--- a/docs/build/html/_modules/domainlab/algos/trainers/train_hyper_scheduler.html
+++ b/docs/build/html/_modules/domainlab/algos/trainers/train_hyper_scheduler.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.trainers.train_hyper_scheduler &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../_static/material.css?v=79c92029" />
     <script src="../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -385,7 +385,7 @@ <h1 id="modules-domainlab-algos-trainers-train-hyper-scheduler--page-root">Sourc
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/algos/trainers/train_matchdg.html b/docs/build/html/_modules/domainlab/algos/trainers/train_matchdg.html
index e20a8ac6c..29583c361 100644
--- a/docs/build/html/_modules/domainlab/algos/trainers/train_matchdg.html
+++ b/docs/build/html/_modules/domainlab/algos/trainers/train_matchdg.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.trainers.train_matchdg &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../_static/material.css?v=79c92029" />
     <script src="../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -645,7 +645,7 @@ <h1 id="modules-domainlab-algos-trainers-train-matchdg--page-root">Source code f
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/algos/trainers/train_mldg.html b/docs/build/html/_modules/domainlab/algos/trainers/train_mldg.html
index 5eabc586c..24be71305 100644
--- a/docs/build/html/_modules/domainlab/algos/trainers/train_mldg.html
+++ b/docs/build/html/_modules/domainlab/algos/trainers/train_mldg.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.trainers.train_mldg &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../_static/material.css?v=79c92029" />
     <script src="../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -415,7 +415,7 @@ <h1 id="modules-domainlab-algos-trainers-train-mldg--page-root">Source code for
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/algos/trainers/zoo_trainer.html b/docs/build/html/_modules/domainlab/algos/trainers/zoo_trainer.html
index a465855fc..7bb51de8c 100644
--- a/docs/build/html/_modules/domainlab/algos/trainers/zoo_trainer.html
+++ b/docs/build/html/_modules/domainlab/algos/trainers/zoo_trainer.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.trainers.zoo_trainer &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../_static/material.css?v=79c92029" />
     <script src="../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -369,7 +369,7 @@ <h1 id="modules-domainlab-algos-trainers-zoo-trainer--page-root">Source code for
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/algos/zoo_algos.html b/docs/build/html/_modules/domainlab/algos/zoo_algos.html
index bbbca4cfa..4767351cd 100644
--- a/docs/build/html/_modules/domainlab/algos/zoo_algos.html
+++ b/docs/build/html/_modules/domainlab/algos/zoo_algos.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.algos.zoo_algos &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -377,7 +377,7 @@ <h1 id="modules-domainlab-algos-zoo-algos--page-root">Source code for domainlab.
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/arg_parser.html b/docs/build/html/_modules/domainlab/arg_parser.html
index 80fda8923..781317d5e 100644
--- a/docs/build/html/_modules/domainlab/arg_parser.html
+++ b/docs/build/html/_modules/domainlab/arg_parser.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.arg_parser &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../_static/material.css?v=79c92029" />
     <script src="../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -570,7 +570,7 @@ <h1 id="modules-domainlab-arg-parser--page-root">Source code for domainlab.arg_p
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/a_nn_builder.html b/docs/build/html/_modules/domainlab/compos/a_nn_builder.html
index fe5cb489e..945cc27f5 100644
--- a/docs/build/html/_modules/domainlab/compos/a_nn_builder.html
+++ b/docs/build/html/_modules/domainlab/compos/a_nn_builder.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.compos.a_nn_builder &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -365,7 +365,7 @@ <h1 id="modules-domainlab-compos-a-nn-builder--page-root">Source code for domain
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/builder_nn_alex.html b/docs/build/html/_modules/domainlab/compos/builder_nn_alex.html
index 6faad3a69..cb478d2e5 100644
--- a/docs/build/html/_modules/domainlab/compos/builder_nn_alex.html
+++ b/docs/build/html/_modules/domainlab/compos/builder_nn_alex.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.compos.builder_nn_alex &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -348,7 +348,7 @@ <h1 id="modules-domainlab-compos-builder-nn-alex--page-root">Source code for dom
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/builder_nn_conv_bn_relu_2.html b/docs/build/html/_modules/domainlab/compos/builder_nn_conv_bn_relu_2.html
index 361851c99..2d7ed1c84 100644
--- a/docs/build/html/_modules/domainlab/compos/builder_nn_conv_bn_relu_2.html
+++ b/docs/build/html/_modules/domainlab/compos/builder_nn_conv_bn_relu_2.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.compos.builder_nn_conv_bn_relu_2 &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -354,7 +354,7 @@ <h1 id="modules-domainlab-compos-builder-nn-conv-bn-relu-2--page-root">Source co
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/builder_nn_external_from_file.html b/docs/build/html/_modules/domainlab/compos/builder_nn_external_from_file.html
index 8f3830acd..c5ab4df2a 100644
--- a/docs/build/html/_modules/domainlab/compos/builder_nn_external_from_file.html
+++ b/docs/build/html/_modules/domainlab/compos/builder_nn_external_from_file.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.compos.builder_nn_external_from_file &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -353,7 +353,7 @@ <h1 id="modules-domainlab-compos-builder-nn-external-from-file--page-root">Sourc
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
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diff --git a/docs/build/html/_modules/domainlab/compos/nn_zoo/net_adversarial.html b/docs/build/html/_modules/domainlab/compos/nn_zoo/net_adversarial.html
index cfbd01881..43d2cd45f 100644
--- a/docs/build/html/_modules/domainlab/compos/nn_zoo/net_adversarial.html
+++ b/docs/build/html/_modules/domainlab/compos/nn_zoo/net_adversarial.html
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-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/_modules/domainlab/compos/nn_zoo/net_classif.html b/docs/build/html/_modules/domainlab/compos/nn_zoo/net_classif.html
index 0d03329ed..69241388d 100644
--- a/docs/build/html/_modules/domainlab/compos/nn_zoo/net_classif.html
+++ b/docs/build/html/_modules/domainlab/compos/nn_zoo/net_classif.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
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-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
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diff --git a/docs/build/html/_modules/domainlab/compos/nn_zoo/net_conv_conv_bn_pool_2.html b/docs/build/html/_modules/domainlab/compos/nn_zoo/net_conv_conv_bn_pool_2.html
index 9f743acca..e2572858e 100644
--- a/docs/build/html/_modules/domainlab/compos/nn_zoo/net_conv_conv_bn_pool_2.html
+++ b/docs/build/html/_modules/domainlab/compos/nn_zoo/net_conv_conv_bn_pool_2.html
@@ -48,7 +48,7 @@
   
   
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-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/_modules/domainlab/compos/nn_zoo/net_gated.html b/docs/build/html/_modules/domainlab/compos/nn_zoo/net_gated.html
index cf01453c7..4be0216f5 100644
--- a/docs/build/html/_modules/domainlab/compos/nn_zoo/net_gated.html
+++ b/docs/build/html/_modules/domainlab/compos/nn_zoo/net_gated.html
@@ -48,7 +48,7 @@
   
   
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+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/_modules/domainlab/compos/nn_zoo/nn.html b/docs/build/html/_modules/domainlab/compos/nn_zoo/nn.html
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--- a/docs/build/html/_modules/domainlab/compos/nn_zoo/nn.html
+++ b/docs/build/html/_modules/domainlab/compos/nn_zoo/nn.html
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
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@@ -369,7 +369,7 @@ <h1 id="modules-domainlab-compos-nn-zoo-nn--page-root">Source code for domainlab
               
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             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/_modules/domainlab/compos/nn_zoo/nn_alex.html b/docs/build/html/_modules/domainlab/compos/nn_zoo/nn_alex.html
index 990854745..e76430434 100644
--- a/docs/build/html/_modules/domainlab/compos/nn_zoo/nn_alex.html
+++ b/docs/build/html/_modules/domainlab/compos/nn_zoo/nn_alex.html
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
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             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/_modules/domainlab/compos/nn_zoo/nn_torchvision.html b/docs/build/html/_modules/domainlab/compos/nn_zoo/nn_torchvision.html
index 36bd433da..6be8bd198 100644
--- a/docs/build/html/_modules/domainlab/compos/nn_zoo/nn_torchvision.html
+++ b/docs/build/html/_modules/domainlab/compos/nn_zoo/nn_torchvision.html
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+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
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+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/_modules/domainlab/compos/pcr/p_chain_handler.html b/docs/build/html/_modules/domainlab/compos/pcr/p_chain_handler.html
index f1e5ecbda..5096525bc 100644
--- a/docs/build/html/_modules/domainlab/compos/pcr/p_chain_handler.html
+++ b/docs/build/html/_modules/domainlab/compos/pcr/p_chain_handler.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
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+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -490,7 +490,7 @@ <h1 id="modules-domainlab-compos-pcr-p-chain-handler--page-root">Source code for
               
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-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
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diff --git a/docs/build/html/_modules/domainlab/compos/pcr/request.html b/docs/build/html/_modules/domainlab/compos/pcr/request.html
index d804ff7a5..937b07d62 100644
--- a/docs/build/html/_modules/domainlab/compos/pcr/request.html
+++ b/docs/build/html/_modules/domainlab/compos/pcr/request.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
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@@ -362,7 +362,7 @@ <h1 id="modules-domainlab-compos-pcr-request--page-root">Source code for domainl
               
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-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/_modules/domainlab/compos/utils_conv_get_flat_dim.html b/docs/build/html/_modules/domainlab/compos/utils_conv_get_flat_dim.html
index 5243ac4c6..c0df911a4 100644
--- a/docs/build/html/_modules/domainlab/compos/utils_conv_get_flat_dim.html
+++ b/docs/build/html/_modules/domainlab/compos/utils_conv_get_flat_dim.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
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+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/_modules/domainlab/compos/vae/a_model_builder.html b/docs/build/html/_modules/domainlab/compos/vae/a_model_builder.html
index 563253b8d..89d481640 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/a_model_builder.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/a_model_builder.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
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+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/_modules/domainlab/compos/vae/a_vae_builder.html b/docs/build/html/_modules/domainlab/compos/vae/a_vae_builder.html
index 99245425c..21d519575 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/a_vae_builder.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/a_vae_builder.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
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             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/vae/c_vae_adaptor_model_recon.html b/docs/build/html/_modules/domainlab/compos/vae/c_vae_adaptor_model_recon.html
index 83240975d..5202628aa 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/c_vae_adaptor_model_recon.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/c_vae_adaptor_model_recon.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.compos.vae.c_vae_adaptor_model_recon &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../_static/material.css?v=79c92029" />
     <script src="../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
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   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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              data-md-component="query" data-md-state="active">
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@@ -381,7 +381,7 @@ <h1 id="modules-domainlab-compos-vae-c-vae-adaptor-model-recon--page-root">Sourc
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/vae/c_vae_builder_classif.html b/docs/build/html/_modules/domainlab/compos/vae/c_vae_builder_classif.html
index 3f23d11c4..7cfd6c3d9 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/c_vae_builder_classif.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/c_vae_builder_classif.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.compos.vae.c_vae_builder_classif &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../_static/material.css?v=79c92029" />
     <script src="../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
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   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -371,7 +371,7 @@ <h1 id="modules-domainlab-compos-vae-c-vae-builder-classif--page-root">Source co
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/vae/c_vae_recon.html b/docs/build/html/_modules/domainlab/compos/vae/c_vae_recon.html
index 8565555e8..9f97f2e56 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/c_vae_recon.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/c_vae_recon.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.compos.vae.c_vae_recon &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../_static/material.css?v=79c92029" />
     <script src="../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -410,7 +410,7 @@ <h1 id="modules-domainlab-compos-vae-c-vae-recon--page-root">Source code for dom
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_concat_vec_reshape_conv.html b/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_concat_vec_reshape_conv.html
index a699f9dcc..910b5c5ce 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_concat_vec_reshape_conv.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_concat_vec_reshape_conv.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../../_static/material.css?v=79c92029" />
     <script src="../../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -391,7 +391,7 @@ <h1 id="modules-domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv--pag
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_concat_vec_reshape_conv_gated_conv.html b/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_concat_vec_reshape_conv_gated_conv.html
index d792ffa87..c0f251ef1 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_concat_vec_reshape_conv_gated_conv.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_concat_vec_reshape_conv_gated_conv.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../../_static/material.css?v=79c92029" />
     <script src="../../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -371,7 +371,7 @@ <h1 id="modules-domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-gate
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_cond_prior.html b/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_cond_prior.html
index e19561740..c0c635f0d 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_cond_prior.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_cond_prior.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.compos.vae.compos.decoder_cond_prior &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../../_static/material.css?v=79c92029" />
     <script src="../../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -356,7 +356,7 @@ <h1 id="modules-domainlab-compos-vae-compos-decoder-cond-prior--page-root">Sourc
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_losses.html b/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_losses.html
index 400bb55b0..a3aa31270 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_losses.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/compos/decoder_losses.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.compos.vae.compos.decoder_losses &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../../_static/material.css?v=79c92029" />
     <script src="../../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -360,7 +360,7 @@ <h1 id="modules-domainlab-compos-vae-compos-decoder-losses--page-root">Source co
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder.html b/docs/build/html/_modules/domainlab/compos/vae/compos/encoder.html
index 96af571ec..fffd4306e 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/compos/encoder.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.compos.vae.compos.encoder &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../../_static/material.css?v=79c92029" />
     <script src="../../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
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   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -425,7 +425,7 @@ <h1 id="modules-domainlab-compos-vae-compos-encoder--page-root">Source code for
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_dirichlet.html b/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_dirichlet.html
index 446292a9f..61de4c303 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_dirichlet.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_dirichlet.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.compos.vae.compos.encoder_dirichlet &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../../_static/material.css?v=79c92029" />
     <script src="../../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -344,7 +344,7 @@ <h1 id="modules-domainlab-compos-vae-compos-encoder-dirichlet--page-root">Source
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_domain_topic.html b/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_domain_topic.html
index f945b7b36..e7b1d8f28 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_domain_topic.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_domain_topic.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.compos.vae.compos.encoder_domain_topic &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../../../_static/material.css?v=79c92029" />
     <script src="../../../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
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   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -317,8 +317,10 @@ <h1 id="modules-domainlab-compos-vae-compos-encoder-domain-topic--page-root">Sou
         :param device:
         :param zd_dim:
         :param topic_h_dim:
-        :param img_h_dim: (img-&gt;h_img, topic-&gt;h_topic)-&gt; q_zd
-        the dimension to concatenate with topic vector to infer z_d
+        :param img_h_dim: 
+            - (img-&gt;h_img, topic-&gt;h_topic)-&gt; q_zd, 
+              the dimension to concatenate with topic vector to infer z_d
+            - img-&gt;img_h_dim-&gt;topic distribution
         """
         super().__init__()
         self.device = device
@@ -380,7 +382,7 @@ <h1 id="modules-domainlab-compos-vae-compos-encoder-domain-topic--page-root">Sou
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_domain_topic_img2topic.html b/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_domain_topic_img2topic.html
index a0e6f0f62..4395c535c 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_domain_topic_img2topic.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_domain_topic_img2topic.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=80d5e7a1" />
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     <script src="../../../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
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   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -378,7 +378,7 @@ <h1 id="modules-domainlab-compos-vae-compos-encoder-domain-topic-img2topic--page
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_domain_topic_img_topic2zd.html b/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_domain_topic_img_topic2zd.html
index 2bb07b69f..03bb7eaf4 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_domain_topic_img_topic2zd.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_domain_topic_img_topic2zd.html
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diff --git a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_xyd_parallel.html b/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_xyd_parallel.html
index aaca4da26..96f043937 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_xyd_parallel.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_xyd_parallel.html
@@ -48,7 +48,7 @@
   
   
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+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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index 319bb486f..f847fa6a3 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_xydt_elevator.html
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@@ -48,7 +48,7 @@
   
   
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diff --git a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_zy.html b/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_zy.html
index df14818cb..cec894939 100644
--- a/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_zy.html
+++ b/docs/build/html/_modules/domainlab/compos/vae/compos/encoder_zy.html
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-    <link rel="stylesheet" type="text/css" href="../../../../../_static/pygments.css?v=92fd9be5" />
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-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/_modules/domainlab/compos/vae/utils_request_chain_builder.html b/docs/build/html/_modules/domainlab/compos/vae/utils_request_chain_builder.html
index bd7542a67..677b3e342 100644
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diff --git a/docs/build/html/_modules/domainlab/compos/vae/zoo_vae_builders_classif_topic.html b/docs/build/html/_modules/domainlab/compos/vae/zoo_vae_builders_classif_topic.html
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-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
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-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
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-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
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@@ -363,7 +363,7 @@ <h1 id="modules-domainlab-dsets-dset-poly-domains-mnist-color-default--page-root
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/dsets/dset_subfolder.html b/docs/build/html/_modules/domainlab/dsets/dset_subfolder.html
index a7ffc8490..c34f1f6ce 100644
--- a/docs/build/html/_modules/domainlab/dsets/dset_subfolder.html
+++ b/docs/build/html/_modules/domainlab/dsets/dset_subfolder.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.dsets.dset_subfolder &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -458,7 +458,7 @@ <h1 id="modules-domainlab-dsets-dset-subfolder--page-root">Source code for domai
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/dsets/utils_data.html b/docs/build/html/_modules/domainlab/dsets/utils_data.html
index 69982fedb..4c1807cdc 100644
--- a/docs/build/html/_modules/domainlab/dsets/utils_data.html
+++ b/docs/build/html/_modules/domainlab/dsets/utils_data.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.dsets.utils_data &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -421,7 +421,7 @@ <h1 id="modules-domainlab-dsets-utils-data--page-root">Source code for domainlab
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/dsets/utils_wrapdset_patches.html b/docs/build/html/_modules/domainlab/dsets/utils_wrapdset_patches.html
index dd6973297..73b411304 100644
--- a/docs/build/html/_modules/domainlab/dsets/utils_wrapdset_patches.html
+++ b/docs/build/html/_modules/domainlab/dsets/utils_wrapdset_patches.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.dsets.utils_wrapdset_patches &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -464,7 +464,7 @@ <h1 id="modules-domainlab-dsets-utils-wrapdset-patches--page-root">Source code f
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/exp_protocol/aggregate_results.html b/docs/build/html/_modules/domainlab/exp_protocol/aggregate_results.html
index 4c24588d3..e48092485 100644
--- a/docs/build/html/_modules/domainlab/exp_protocol/aggregate_results.html
+++ b/docs/build/html/_modules/domainlab/exp_protocol/aggregate_results.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.exp_protocol.aggregate_results &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -371,7 +371,7 @@ <h1 id="modules-domainlab-exp-protocol-aggregate-results--page-root">Source code
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/exp_protocol/run_experiment.html b/docs/build/html/_modules/domainlab/exp_protocol/run_experiment.html
index b5bcdb9ba..c552c14ce 100644
--- a/docs/build/html/_modules/domainlab/exp_protocol/run_experiment.html
+++ b/docs/build/html/_modules/domainlab/exp_protocol/run_experiment.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.exp_protocol.run_experiment &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -485,7 +485,7 @@ <h1 id="modules-domainlab-exp-protocol-run-experiment--page-root">Source code fo
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/mk_exp.html b/docs/build/html/_modules/domainlab/mk_exp.html
index 4efbde7c9..61b2b8bfe 100644
--- a/docs/build/html/_modules/domainlab/mk_exp.html
+++ b/docs/build/html/_modules/domainlab/mk_exp.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.mk_exp &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../_static/material.css?v=79c92029" />
     <script src="../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -347,7 +347,7 @@ <h1 id="modules-domainlab-mk-exp--page-root">Source code for domainlab.mk_exp</h
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/models/a_model.html b/docs/build/html/_modules/domainlab/models/a_model.html
index ccc185e8f..93e3ae25e 100644
--- a/docs/build/html/_modules/domainlab/models/a_model.html
+++ b/docs/build/html/_modules/domainlab/models/a_model.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.models.a_model &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -480,7 +480,7 @@ <h1 id="modules-domainlab-models-a-model--page-root">Source code for domainlab.m
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/models/a_model_classif.html b/docs/build/html/_modules/domainlab/models/a_model_classif.html
index 4defdbd4c..b11f85c9e 100644
--- a/docs/build/html/_modules/domainlab/models/a_model_classif.html
+++ b/docs/build/html/_modules/domainlab/models/a_model_classif.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.models.a_model_classif &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -554,7 +554,7 @@ <h1 id="modules-domainlab-models-a-model-classif--page-root">Source code for dom
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/models/args_jigen.html b/docs/build/html/_modules/domainlab/models/args_jigen.html
index 425b648c6..705dd4484 100644
--- a/docs/build/html/_modules/domainlab/models/args_jigen.html
+++ b/docs/build/html/_modules/domainlab/models/args_jigen.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.models.args_jigen &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -335,7 +335,7 @@ <h1 id="modules-domainlab-models-args-jigen--page-root">Source code for domainla
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/models/args_vae.html b/docs/build/html/_modules/domainlab/models/args_vae.html
index 818602dda..478f65dff 100644
--- a/docs/build/html/_modules/domainlab/models/args_vae.html
+++ b/docs/build/html/_modules/domainlab/models/args_vae.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.models.args_vae &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -365,7 +365,7 @@ <h1 id="modules-domainlab-models-args-vae--page-root">Source code for domainlab.
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/models/interface_vae_xyd.html b/docs/build/html/_modules/domainlab/models/interface_vae_xyd.html
index c3d681ad1..aecfe3cc9 100644
--- a/docs/build/html/_modules/domainlab/models/interface_vae_xyd.html
+++ b/docs/build/html/_modules/domainlab/models/interface_vae_xyd.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.models.interface_vae_xyd &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -368,7 +368,7 @@ <h1 id="modules-domainlab-models-interface-vae-xyd--page-root">Source code for d
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/models/model_custom.html b/docs/build/html/_modules/domainlab/models/model_custom.html
index d4f801f04..e0891f860 100644
--- a/docs/build/html/_modules/domainlab/models/model_custom.html
+++ b/docs/build/html/_modules/domainlab/models/model_custom.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.models.model_custom &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -371,7 +371,7 @@ <h1 id="modules-domainlab-models-model-custom--page-root">Source code for domain
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/models/model_dann.html b/docs/build/html/_modules/domainlab/models/model_dann.html
index 7c7a3f7d9..47df232bd 100644
--- a/docs/build/html/_modules/domainlab/models/model_dann.html
+++ b/docs/build/html/_modules/domainlab/models/model_dann.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.models.model_dann &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -407,7 +407,7 @@ <h1 id="modules-domainlab-models-model-dann--page-root">Source code for domainla
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/models/model_deep_all.html b/docs/build/html/_modules/domainlab/models/model_deep_all.html
index 5c6fd099d..0dd78c716 100644
--- a/docs/build/html/_modules/domainlab/models/model_deep_all.html
+++ b/docs/build/html/_modules/domainlab/models/model_deep_all.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.models.model_deep_all &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -364,7 +364,7 @@ <h1 id="modules-domainlab-models-model-deep-all--page-root">Source code for doma
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/models/model_diva.html b/docs/build/html/_modules/domainlab/models/model_diva.html
index 39dbca73e..169eb2c8c 100644
--- a/docs/build/html/_modules/domainlab/models/model_diva.html
+++ b/docs/build/html/_modules/domainlab/models/model_diva.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.models.model_diva &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -451,7 +451,7 @@ <h1 id="modules-domainlab-models-model-diva--page-root">Source code for domainla
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/models/model_hduva.html b/docs/build/html/_modules/domainlab/models/model_hduva.html
index 88d3e07aa..07216a2b1 100644
--- a/docs/build/html/_modules/domainlab/models/model_hduva.html
+++ b/docs/build/html/_modules/domainlab/models/model_hduva.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.models.model_hduva &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -501,7 +501,7 @@ <h1 id="modules-domainlab-models-model-hduva--page-root">Source code for domainl
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/models/model_jigen.html b/docs/build/html/_modules/domainlab/models/model_jigen.html
index 8e4cf70e6..d83f8711f 100644
--- a/docs/build/html/_modules/domainlab/models/model_jigen.html
+++ b/docs/build/html/_modules/domainlab/models/model_jigen.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.models.model_jigen &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -452,7 +452,7 @@ <h1 id="modules-domainlab-models-model-jigen--page-root">Source code for domainl
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/models/model_vae_xyd_classif.html b/docs/build/html/_modules/domainlab/models/model_vae_xyd_classif.html
index 617f4ebda..20e0dcca3 100644
--- a/docs/build/html/_modules/domainlab/models/model_vae_xyd_classif.html
+++ b/docs/build/html/_modules/domainlab/models/model_vae_xyd_classif.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.models.model_vae_xyd_classif &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -361,7 +361,7 @@ <h1 id="modules-domainlab-models-model-vae-xyd-classif--page-root">Source code f
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/tasks/a_task.html b/docs/build/html/_modules/domainlab/tasks/a_task.html
index af1d39219..2cd8eaed9 100644
--- a/docs/build/html/_modules/domainlab/tasks/a_task.html
+++ b/docs/build/html/_modules/domainlab/tasks/a_task.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.tasks.a_task &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -517,7 +517,7 @@ <h1 id="modules-domainlab-tasks-a-task--page-root">Source code for domainlab.tas
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/tasks/a_task_classif.html b/docs/build/html/_modules/domainlab/tasks/a_task_classif.html
index 43337d1b9..b307e0838 100644
--- a/docs/build/html/_modules/domainlab/tasks/a_task_classif.html
+++ b/docs/build/html/_modules/domainlab/tasks/a_task_classif.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.tasks.a_task_classif &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -390,7 +390,7 @@ <h1 id="modules-domainlab-tasks-a-task-classif--page-root">Source code for domai
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/tasks/b_task.html b/docs/build/html/_modules/domainlab/tasks/b_task.html
index 702c992e6..90ce5a8ca 100644
--- a/docs/build/html/_modules/domainlab/tasks/b_task.html
+++ b/docs/build/html/_modules/domainlab/tasks/b_task.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.tasks.b_task &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -390,7 +390,7 @@ <h1 id="modules-domainlab-tasks-b-task--page-root">Source code for domainlab.tas
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/tasks/b_task_classif.html b/docs/build/html/_modules/domainlab/tasks/b_task_classif.html
index 5ee0dc949..6f5cad368 100644
--- a/docs/build/html/_modules/domainlab/tasks/b_task_classif.html
+++ b/docs/build/html/_modules/domainlab/tasks/b_task_classif.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.tasks.b_task_classif &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -364,7 +364,7 @@ <h1 id="modules-domainlab-tasks-b-task-classif--page-root">Source code for domai
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/tasks/task_dset.html b/docs/build/html/_modules/domainlab/tasks/task_dset.html
index c1697d47c..c1e88a0c3 100644
--- a/docs/build/html/_modules/domainlab/tasks/task_dset.html
+++ b/docs/build/html/_modules/domainlab/tasks/task_dset.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.tasks.task_dset &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -375,7 +375,7 @@ <h1 id="modules-domainlab-tasks-task-dset--page-root">Source code for domainlab.
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/tasks/task_folder.html b/docs/build/html/_modules/domainlab/tasks/task_folder.html
index 52b6ba63d..835c917bb 100644
--- a/docs/build/html/_modules/domainlab/tasks/task_folder.html
+++ b/docs/build/html/_modules/domainlab/tasks/task_folder.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.tasks.task_folder &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -428,7 +428,7 @@ <h1 id="modules-domainlab-tasks-task-folder--page-root">Source code for domainla
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/tasks/task_folder_mk.html b/docs/build/html/_modules/domainlab/tasks/task_folder_mk.html
index 519bba9a6..2d949a474 100644
--- a/docs/build/html/_modules/domainlab/tasks/task_folder_mk.html
+++ b/docs/build/html/_modules/domainlab/tasks/task_folder_mk.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.tasks.task_folder_mk &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -373,7 +373,7 @@ <h1 id="modules-domainlab-tasks-task-folder-mk--page-root">Source code for domai
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/tasks/task_mini_vlcs.html b/docs/build/html/_modules/domainlab/tasks/task_mini_vlcs.html
index eec29aab8..4031b404d 100644
--- a/docs/build/html/_modules/domainlab/tasks/task_mini_vlcs.html
+++ b/docs/build/html/_modules/domainlab/tasks/task_mini_vlcs.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.tasks.task_mini_vlcs &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -374,7 +374,7 @@ <h1 id="modules-domainlab-tasks-task-mini-vlcs--page-root">Source code for domai
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/tasks/task_mnist_color.html b/docs/build/html/_modules/domainlab/tasks/task_mnist_color.html
index 62462f245..6077bb20d 100644
--- a/docs/build/html/_modules/domainlab/tasks/task_mnist_color.html
+++ b/docs/build/html/_modules/domainlab/tasks/task_mnist_color.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.tasks.task_mnist_color &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -384,7 +384,7 @@ <h1 id="modules-domainlab-tasks-task-mnist-color--page-root">Source code for dom
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/tasks/task_pathlist.html b/docs/build/html/_modules/domainlab/tasks/task_pathlist.html
index 48fd3354c..6e2692856 100644
--- a/docs/build/html/_modules/domainlab/tasks/task_pathlist.html
+++ b/docs/build/html/_modules/domainlab/tasks/task_pathlist.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.tasks.task_pathlist &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -448,7 +448,7 @@ <h1 id="modules-domainlab-tasks-task-pathlist--page-root">Source code for domain
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/tasks/task_utils.html b/docs/build/html/_modules/domainlab/tasks/task_utils.html
index 7a77c7425..8f00af3f4 100644
--- a/docs/build/html/_modules/domainlab/tasks/task_utils.html
+++ b/docs/build/html/_modules/domainlab/tasks/task_utils.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.tasks.task_utils &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -343,7 +343,7 @@ <h1 id="modules-domainlab-tasks-task-utils--page-root">Source code for domainlab
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/tasks/utils_task.html b/docs/build/html/_modules/domainlab/tasks/utils_task.html
index ab5d01ed4..68188e7e0 100644
--- a/docs/build/html/_modules/domainlab/tasks/utils_task.html
+++ b/docs/build/html/_modules/domainlab/tasks/utils_task.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.tasks.utils_task &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -627,7 +627,7 @@ <h1 id="modules-domainlab-tasks-utils-task--page-root">Source code for domainlab
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/tasks/utils_task_dset.html b/docs/build/html/_modules/domainlab/tasks/utils_task_dset.html
index 2754d227b..d360373d9 100644
--- a/docs/build/html/_modules/domainlab/tasks/utils_task_dset.html
+++ b/docs/build/html/_modules/domainlab/tasks/utils_task_dset.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.tasks.utils_task_dset &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -384,7 +384,7 @@ <h1 id="modules-domainlab-tasks-utils-task-dset--page-root">Source code for doma
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/tasks/zoo_tasks.html b/docs/build/html/_modules/domainlab/tasks/zoo_tasks.html
index 105fe27e2..d3425cbd9 100644
--- a/docs/build/html/_modules/domainlab/tasks/zoo_tasks.html
+++ b/docs/build/html/_modules/domainlab/tasks/zoo_tasks.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.tasks.zoo_tasks &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -377,7 +377,7 @@ <h1 id="modules-domainlab-tasks-zoo-tasks--page-root">Source code for domainlab.
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/flows_gen_img_model.html b/docs/build/html/_modules/domainlab/utils/flows_gen_img_model.html
index c41b787c1..036c33996 100644
--- a/docs/build/html/_modules/domainlab/utils/flows_gen_img_model.html
+++ b/docs/build/html/_modules/domainlab/utils/flows_gen_img_model.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.flows_gen_img_model &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -434,7 +434,7 @@ <h1 id="modules-domainlab-utils-flows-gen-img-model--page-root">Source code for
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/generate_benchmark_plots.html b/docs/build/html/_modules/domainlab/utils/generate_benchmark_plots.html
index ffe248934..17200362a 100644
--- a/docs/build/html/_modules/domainlab/utils/generate_benchmark_plots.html
+++ b/docs/build/html/_modules/domainlab/utils/generate_benchmark_plots.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.generate_benchmark_plots &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -790,7 +790,7 @@ <h1 id="modules-domainlab-utils-generate-benchmark-plots--page-root">Source code
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/get_git_tag.html b/docs/build/html/_modules/domainlab/utils/get_git_tag.html
index e2c92fcf5..2e17529d8 100644
--- a/docs/build/html/_modules/domainlab/utils/get_git_tag.html
+++ b/docs/build/html/_modules/domainlab/utils/get_git_tag.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.get_git_tag &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -357,7 +357,7 @@ <h1 id="modules-domainlab-utils-get-git-tag--page-root">Source code for domainla
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/hyperparameter_gridsearch.html b/docs/build/html/_modules/domainlab/utils/hyperparameter_gridsearch.html
index a49dcbed1..739325dcc 100644
--- a/docs/build/html/_modules/domainlab/utils/hyperparameter_gridsearch.html
+++ b/docs/build/html/_modules/domainlab/utils/hyperparameter_gridsearch.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.hyperparameter_gridsearch &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -743,7 +743,7 @@ <h1 id="modules-domainlab-utils-hyperparameter-gridsearch--page-root">Source cod
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/hyperparameter_sampling.html b/docs/build/html/_modules/domainlab/utils/hyperparameter_sampling.html
index aaba7b03b..d9f03de8a 100644
--- a/docs/build/html/_modules/domainlab/utils/hyperparameter_sampling.html
+++ b/docs/build/html/_modules/domainlab/utils/hyperparameter_sampling.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.hyperparameter_sampling &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -827,7 +827,7 @@ <h1 id="modules-domainlab-utils-hyperparameter-sampling--page-root">Source code
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/logger.html b/docs/build/html/_modules/domainlab/utils/logger.html
index 7cd13b3a2..e1ce8f399 100644
--- a/docs/build/html/_modules/domainlab/utils/logger.html
+++ b/docs/build/html/_modules/domainlab/utils/logger.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.logger &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -360,7 +360,7 @@ <h1 id="modules-domainlab-utils-logger--page-root">Source code for domainlab.uti
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/override_interface.html b/docs/build/html/_modules/domainlab/utils/override_interface.html
index 821f964c4..b4709ed5d 100644
--- a/docs/build/html/_modules/domainlab/utils/override_interface.html
+++ b/docs/build/html/_modules/domainlab/utils/override_interface.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.override_interface &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -341,7 +341,7 @@ <h1 id="modules-domainlab-utils-override-interface--page-root">Source code for d
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/perf.html b/docs/build/html/_modules/domainlab/utils/perf.html
index 679261ece..204bdbfed 100644
--- a/docs/build/html/_modules/domainlab/utils/perf.html
+++ b/docs/build/html/_modules/domainlab/utils/perf.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.perf &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -384,7 +384,7 @@ <h1 id="modules-domainlab-utils-perf--page-root">Source code for domainlab.utils
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/perf_metrics.html b/docs/build/html/_modules/domainlab/utils/perf_metrics.html
index 8e22f5a60..c63009790 100644
--- a/docs/build/html/_modules/domainlab/utils/perf_metrics.html
+++ b/docs/build/html/_modules/domainlab/utils/perf_metrics.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.perf_metrics &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -402,7 +402,7 @@ <h1 id="modules-domainlab-utils-perf-metrics--page-root">Source code for domainl
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/sanity_check.html b/docs/build/html/_modules/domainlab/utils/sanity_check.html
index 850bfbe91..1401090f7 100644
--- a/docs/build/html/_modules/domainlab/utils/sanity_check.html
+++ b/docs/build/html/_modules/domainlab/utils/sanity_check.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.sanity_check &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -410,7 +410,7 @@ <h1 id="modules-domainlab-utils-sanity-check--page-root">Source code for domainl
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/test_img.html b/docs/build/html/_modules/domainlab/utils/test_img.html
index 97867f81b..cb1630a8a 100644
--- a/docs/build/html/_modules/domainlab/utils/test_img.html
+++ b/docs/build/html/_modules/domainlab/utils/test_img.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.test_img &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -346,7 +346,7 @@ <h1 id="modules-domainlab-utils-test-img--page-root">Source code for domainlab.u
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/u_import.html b/docs/build/html/_modules/domainlab/utils/u_import.html
index 47963640a..2151d9fcf 100644
--- a/docs/build/html/_modules/domainlab/utils/u_import.html
+++ b/docs/build/html/_modules/domainlab/utils/u_import.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.u_import &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -328,7 +328,7 @@ <h1 id="modules-domainlab-utils-u-import--page-root">Source code for domainlab.u
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/u_import_net_module.html b/docs/build/html/_modules/domainlab/utils/u_import_net_module.html
index 2cbec6fd2..e7dbde1f9 100644
--- a/docs/build/html/_modules/domainlab/utils/u_import_net_module.html
+++ b/docs/build/html/_modules/domainlab/utils/u_import_net_module.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.u_import_net_module &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -364,7 +364,7 @@ <h1 id="modules-domainlab-utils-u-import-net-module--page-root">Source code for
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/utils_class.html b/docs/build/html/_modules/domainlab/utils/utils_class.html
index 08565d78f..2492849de 100644
--- a/docs/build/html/_modules/domainlab/utils/utils_class.html
+++ b/docs/build/html/_modules/domainlab/utils/utils_class.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.utils_class &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -345,7 +345,7 @@ <h1 id="modules-domainlab-utils-utils-class--page-root">Source code for domainla
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/utils_classif.html b/docs/build/html/_modules/domainlab/utils/utils_classif.html
index fa38853ab..a93853271 100644
--- a/docs/build/html/_modules/domainlab/utils/utils_classif.html
+++ b/docs/build/html/_modules/domainlab/utils/utils_classif.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.utils_classif &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -361,7 +361,7 @@ <h1 id="modules-domainlab-utils-utils-classif--page-root">Source code for domain
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/utils_cuda.html b/docs/build/html/_modules/domainlab/utils/utils_cuda.html
index 5127a8bc7..f6db8985e 100644
--- a/docs/build/html/_modules/domainlab/utils/utils_cuda.html
+++ b/docs/build/html/_modules/domainlab/utils/utils_cuda.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.utils_cuda &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -338,7 +338,7 @@ <h1 id="modules-domainlab-utils-utils-cuda--page-root">Source code for domainlab
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/domainlab/utils/utils_img_sav.html b/docs/build/html/_modules/domainlab/utils/utils_img_sav.html
index fa553e93d..736eadc58 100644
--- a/docs/build/html/_modules/domainlab/utils/utils_img_sav.html
+++ b/docs/build/html/_modules/domainlab/utils/utils_img_sav.html
@@ -48,7 +48,7 @@
   
   
     <title>domainlab.utils.utils_img_sav &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../../../_static/material.css?v=79c92029" />
     <script src="../../../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../../../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../../../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -357,7 +357,7 @@ <h1 id="modules-domainlab-utils-utils-img-sav--page-root">Source code for domain
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_modules/index.html b/docs/build/html/_modules/index.html
index 38c70122a..694d4037d 100644
--- a/docs/build/html/_modules/index.html
+++ b/docs/build/html/_modules/index.html
@@ -48,7 +48,7 @@
   
   
     <title>Overview: module code &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="../_static/material.css?v=79c92029" />
     <script src="../_static/documentation_options.js?v=5929fcd5"></script>
     <script src="../_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="../search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -433,7 +433,7 @@ <h1 id="modules-index--page-root">All modules for which code is available</h1>
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/_sources/docHDUVA.md.txt b/docs/build/html/_sources/docHDUVA.md.txt
index 3a45e10e7..a3ee2c17b 100644
--- a/docs/build/html/_sources/docHDUVA.md.txt
+++ b/docs/build/html/_sources/docHDUVA.md.txt
@@ -45,11 +45,11 @@ The user need to specify at least two neural networks for the **encoder** part v
 - `npath_encoder_x2topic_h`:  the python file path of a neural network that maps the image (or other
 modal of data to a one dimensional (`topic_dim`) hidden representation serving as input to Dirichlet encoder: `X->h_t(X)->alpha(h_t(X))` where `alpha` is the neural network to map a 1-d hidden layer to dirichlet concentration parameter.
 - `npath_encoder_sandwich_x2h4zd`: the python file path of a neural network that maps the
-image to a hidden representation (`img_h_dim`), which will be used to infere the posterior distribution of `z_d`: `topic(X), X -> [h_d(topic(X)), h_d(X)] -> zd_mean, zd_scale`
+image to a hidden representation (`img_h_dim`), which will be used to infere the posterior distribution of `z_d`: `topic(X), X -> [h_dt(topic(X)), h_d(X)] -> zd_mean, zd_scale`
 
 For the path: `topic(X), X -> [h_dt(topic(X)), h_d(X)] -> zd_mean, zd_scale`, we need two output dimensions for neural network `h_dt` and `h_d`:
--   `topic_h_dim`: output size of `h_dt`
--   `img_h_dim`: output size of `h_d`
+-   `topic_h_dim`: output size of `h_dt(topic)` as well as output size of `h_t(X)`
+-   `img_h_dim`: output size of `h_d(X)`
 
 Alternatively, one could use an existing neural network in DomainLab using `nname` instead of `npath`:
 -   `nname_encoder_x2topic_h`
diff --git a/docs/build/html/_static/pygments.css b/docs/build/html/_static/pygments.css
index 08bec689d..84ab3030a 100644
--- a/docs/build/html/_static/pygments.css
+++ b/docs/build/html/_static/pygments.css
@@ -17,6 +17,7 @@ span.linenos.special { color: #000000; background-color: #ffffc0; padding-left:
 .highlight .cs { color: #3D7B7B; font-style: italic } /* Comment.Special */
 .highlight .gd { color: #A00000 } /* Generic.Deleted */
 .highlight .ge { font-style: italic } /* Generic.Emph */
+.highlight .ges { font-weight: bold; font-style: italic } /* Generic.EmphStrong */
 .highlight .gr { color: #E40000 } /* Generic.Error */
 .highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
 .highlight .gi { color: #008400 } /* Generic.Inserted */
diff --git a/docs/build/html/docDIAL.html b/docs/build/html/docDIAL.html
index 611c211b7..4f3ba752c 100644
--- a/docs/build/html/docDIAL.html
+++ b/docs/build/html/docDIAL.html
@@ -49,7 +49,7 @@
   
   
     <title>Trainer DIAL: Domain Invariant Adversarial Learning &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -108,7 +108,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -272,7 +272,7 @@
       
         
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#docdial--page-root" class="md-nav__link">Trainer DIAL: Domain Invariant Adversarial Learning</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -322,7 +322,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#docdial--page-root" class="md-nav__link">Trainer DIAL: Domain Invariant Adversarial Learning</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -405,7 +405,7 @@ <h2 id="loss-function-and-gradient-reversal-layer">loss function and gradient re
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> Trainer MatchDG: Domain Generalization using Causal Matching </span>
+                      class="md-footer-nav__direction"> "Previous" </span> Trainer MatchDG: Domain Generalization using Causal Matching </span>
               </div>
             </a>
           
@@ -422,7 +422,7 @@ <h2 id="loss-function-and-gradient-reversal-layer">loss function and gradient re
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/docFishr.html b/docs/build/html/docFishr.html
index c901db1b6..717a296d2 100644
--- a/docs/build/html/docFishr.html
+++ b/docs/build/html/docFishr.html
@@ -49,7 +49,7 @@
   
   
     <title>Fishr: Invariant Gradient Variances for Out-of-distribution Generalization &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -280,7 +280,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#docfishr--page-root" class="md-nav__link">Fishr: Invariant Gradient Variances for Out-of-distribution Generalization</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -390,7 +390,7 @@ <h2 id="implementation">Implementation<a class="headerlink" href="#implementatio
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/docHDUVA.html b/docs/build/html/docHDUVA.html
index 4641af26d..40d853483 100644
--- a/docs/build/html/docHDUVA.html
+++ b/docs/build/html/docHDUVA.html
@@ -49,7 +49,7 @@
   
   
     <title>Model HDUVA &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -109,7 +109,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -238,7 +238,7 @@
       
         
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#dochduva--page-root" class="md-nav__link">Model HDUVA</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -350,7 +350,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#dochduva--page-root" class="md-nav__link">Model HDUVA</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -419,12 +419,12 @@ <h2 id="model-hyperparameters">Model hyperparameters<a class="headerlink" href="
 <li><p><code class="docutils literal notranslate"><span class="pre">npath_encoder_x2topic_h</span></code>:  the python file path of a neural network that maps the image (or other
 modal of data to a one dimensional (<code class="docutils literal notranslate"><span class="pre">topic_dim</span></code>) hidden representation serving as input to Dirichlet encoder: <code class="docutils literal notranslate"><span class="pre">X-&gt;h_t(X)-&gt;alpha(h_t(X))</span></code> where <code class="docutils literal notranslate"><span class="pre">alpha</span></code> is the neural network to map a 1-d hidden layer to dirichlet concentration parameter.</p></li>
 <li><p><code class="docutils literal notranslate"><span class="pre">npath_encoder_sandwich_x2h4zd</span></code>: the python file path of a neural network that maps the
-image to a hidden representation (<code class="docutils literal notranslate"><span class="pre">img_h_dim</span></code>), which will be used to infere the posterior distribution of <code class="docutils literal notranslate"><span class="pre">z_d</span></code>: <code class="docutils literal notranslate"><span class="pre">topic(X),</span> <span class="pre">X</span> <span class="pre">-&gt;</span> <span class="pre">[h_d(topic(X)),</span> <span class="pre">h_d(X)]</span> <span class="pre">-&gt;</span> <span class="pre">zd_mean,</span> <span class="pre">zd_scale</span></code></p></li>
+image to a hidden representation (<code class="docutils literal notranslate"><span class="pre">img_h_dim</span></code>), which will be used to infere the posterior distribution of <code class="docutils literal notranslate"><span class="pre">z_d</span></code>: <code class="docutils literal notranslate"><span class="pre">topic(X),</span> <span class="pre">X</span> <span class="pre">-&gt;</span> <span class="pre">[h_dt(topic(X)),</span> <span class="pre">h_d(X)]</span> <span class="pre">-&gt;</span> <span class="pre">zd_mean,</span> <span class="pre">zd_scale</span></code></p></li>
 </ul>
 <p>For the path: <code class="docutils literal notranslate"><span class="pre">topic(X),</span> <span class="pre">X</span> <span class="pre">-&gt;</span> <span class="pre">[h_dt(topic(X)),</span> <span class="pre">h_d(X)]</span> <span class="pre">-&gt;</span> <span class="pre">zd_mean,</span> <span class="pre">zd_scale</span></code>, we need two output dimensions for neural network <code class="docutils literal notranslate"><span class="pre">h_dt</span></code> and <code class="docutils literal notranslate"><span class="pre">h_d</span></code>:</p>
 <ul class="simple">
-<li><p><code class="docutils literal notranslate"><span class="pre">topic_h_dim</span></code>: output size of <code class="docutils literal notranslate"><span class="pre">h_dt</span></code></p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">img_h_dim</span></code>: output size of <code class="docutils literal notranslate"><span class="pre">h_d</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">topic_h_dim</span></code>: output size of <code class="docutils literal notranslate"><span class="pre">h_dt(topic)</span></code> as well as output size of <code class="docutils literal notranslate"><span class="pre">h_t(X)</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">img_h_dim</span></code>: output size of <code class="docutils literal notranslate"><span class="pre">h_d(X)</span></code></p></li>
 </ul>
 <p>Alternatively, one could use an existing neural network in DomainLab using <code class="docutils literal notranslate"><span class="pre">nname</span></code> instead of <code class="docutils literal notranslate"><span class="pre">npath</span></code>:</p>
 <ul class="simple">
@@ -466,7 +466,7 @@ <h2 id="hyperparameter-for-warmup">Hyperparameter for warmup<a class="headerlink
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.utils package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.utils package </span>
               </div>
             </a>
           
@@ -476,7 +476,7 @@ <h2 id="hyperparameter-for-warmup">Hyperparameter for warmup<a class="headerlink
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> Model DANN: Domain Adversarial Neural Network </span>
+                class="md-footer-nav__direction"> "Next" </span> Model DANN: Domain Adversarial Neural Network </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -494,7 +494,7 @@ <h2 id="hyperparameter-for-warmup">Hyperparameter for warmup<a class="headerlink
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/docHDUVA.md b/docs/build/html/docHDUVA.md
index 3a45e10e7..a3ee2c17b 100644
--- a/docs/build/html/docHDUVA.md
+++ b/docs/build/html/docHDUVA.md
@@ -45,11 +45,11 @@ The user need to specify at least two neural networks for the **encoder** part v
 - `npath_encoder_x2topic_h`:  the python file path of a neural network that maps the image (or other
 modal of data to a one dimensional (`topic_dim`) hidden representation serving as input to Dirichlet encoder: `X->h_t(X)->alpha(h_t(X))` where `alpha` is the neural network to map a 1-d hidden layer to dirichlet concentration parameter.
 - `npath_encoder_sandwich_x2h4zd`: the python file path of a neural network that maps the
-image to a hidden representation (`img_h_dim`), which will be used to infere the posterior distribution of `z_d`: `topic(X), X -> [h_d(topic(X)), h_d(X)] -> zd_mean, zd_scale`
+image to a hidden representation (`img_h_dim`), which will be used to infere the posterior distribution of `z_d`: `topic(X), X -> [h_dt(topic(X)), h_d(X)] -> zd_mean, zd_scale`
 
 For the path: `topic(X), X -> [h_dt(topic(X)), h_d(X)] -> zd_mean, zd_scale`, we need two output dimensions for neural network `h_dt` and `h_d`:
--   `topic_h_dim`: output size of `h_dt`
--   `img_h_dim`: output size of `h_d`
+-   `topic_h_dim`: output size of `h_dt(topic)` as well as output size of `h_t(X)`
+-   `img_h_dim`: output size of `h_d(X)`
 
 Alternatively, one could use an existing neural network in DomainLab using `nname` instead of `npath`:
 -   `nname_encoder_x2topic_h`
diff --git a/docs/build/html/docJiGen.html b/docs/build/html/docJiGen.html
index 40b633b29..fe6bf7623 100644
--- a/docs/build/html/docJiGen.html
+++ b/docs/build/html/docJiGen.html
@@ -49,7 +49,7 @@
   
   
     <title>Model JiGen &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -109,7 +109,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -252,7 +252,7 @@
       
         
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#docjigen--page-root" class="md-nav__link">Model JiGen</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -305,7 +305,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#docjigen--page-root" class="md-nav__link">Model JiGen</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -371,7 +371,7 @@ <h2 id="model-parameters">Model parameters<a class="headerlink" href="#model-par
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> Model DANN: Domain Adversarial Neural Network </span>
+                      class="md-footer-nav__direction"> "Previous" </span> Model DANN: Domain Adversarial Neural Network </span>
               </div>
             </a>
           
@@ -381,7 +381,7 @@ <h2 id="model-parameters">Model parameters<a class="headerlink" href="#model-par
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> Model DIVA: Domain Invariant Variational Autoencoders </span>
+                class="md-footer-nav__direction"> "Next" </span> Model DIVA: Domain Invariant Variational Autoencoders </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -399,7 +399,7 @@ <h2 id="model-parameters">Model parameters<a class="headerlink" href="#model-par
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/docMatchDG.html b/docs/build/html/docMatchDG.html
index 5ab7895fd..24e780988 100644
--- a/docs/build/html/docMatchDG.html
+++ b/docs/build/html/docMatchDG.html
@@ -49,7 +49,7 @@
   
   
     <title>Trainer MatchDG: Domain Generalization using Causal Matching &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -109,7 +109,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -266,7 +266,7 @@
       
         
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#docmatchdg--page-root" class="md-nav__link">Trainer MatchDG: Domain Generalization using Causal Matching</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -323,7 +323,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#docmatchdg--page-root" class="md-nav__link">Trainer MatchDG: Domain Generalization using Causal Matching</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -424,7 +424,7 @@ <h2 id="training">Training<a class="headerlink" href="#training" title="Link to
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> Model DIVA: Domain Invariant Variational Autoencoders </span>
+                      class="md-footer-nav__direction"> "Previous" </span> Model DIVA: Domain Invariant Variational Autoencoders </span>
               </div>
             </a>
           
@@ -434,7 +434,7 @@ <h2 id="training">Training<a class="headerlink" href="#training" title="Link to
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> Trainer DIAL: Domain Invariant Adversarial Learning </span>
+                class="md-footer-nav__direction"> "Next" </span> Trainer DIAL: Domain Invariant Adversarial Learning </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -452,7 +452,7 @@ <h2 id="training">Training<a class="headerlink" href="#training" title="Link to
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/doc_MNIST_classification.html b/docs/build/html/doc_MNIST_classification.html
index 4f572119c..6d4db349a 100644
--- a/docs/build/html/doc_MNIST_classification.html
+++ b/docs/build/html/doc_MNIST_classification.html
@@ -49,7 +49,7 @@
   
   
     <title>colored MNIST classification &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -105,7 +105,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -278,7 +278,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#doc-mnist-classification--page-root" class="md-nav__link">colored MNIST classification</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -456,7 +456,7 @@ <h3 id="detailed-prompt-explanation">Detailed prompt explanation<a class="header
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/doc_benchmark.html b/docs/build/html/doc_benchmark.html
index 9974ca1f6..801e36bd9 100644
--- a/docs/build/html/doc_benchmark.html
+++ b/docs/build/html/doc_benchmark.html
@@ -49,7 +49,7 @@
   
   
     <title>Benchmarking with DomainLab &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -105,7 +105,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -278,7 +278,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#doc-benchmark--page-root" class="md-nav__link">Benchmarking with DomainLab</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -557,7 +557,7 @@ <h3 id="generate-plots-from-csv-file">Generate plots from .csv file<a class="hea
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/doc_benchmark_further_explanation.html b/docs/build/html/doc_benchmark_further_explanation.html
index fbcad7ac3..8eee25dbf 100644
--- a/docs/build/html/doc_benchmark_further_explanation.html
+++ b/docs/build/html/doc_benchmark_further_explanation.html
@@ -49,7 +49,7 @@
   
   
     <title>Further explanations to Benchmark Setup &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -280,7 +280,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#doc-benchmark-further-explanation--page-root" class="md-nav__link">Further explanations to Benchmark Setup</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -437,7 +437,7 @@ <h2 id="constraints">Constraints<a class="headerlink" href="#constraints" title=
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/doc_benchmark_pacs.html b/docs/build/html/doc_benchmark_pacs.html
index edcf842fd..e9d1476f2 100644
--- a/docs/build/html/doc_benchmark_pacs.html
+++ b/docs/build/html/doc_benchmark_pacs.html
@@ -49,7 +49,7 @@
   
   
     <title>Let DomainLab know where your PACS data were located &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -105,7 +105,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -317,7 +317,7 @@ <h1 id="doc-benchmark-pacs--page-root">Let DomainLab know where your PACS data w
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/doc_benchmark_yaml.html b/docs/build/html/doc_benchmark_yaml.html
index 8c9cb5998..fd447cc40 100644
--- a/docs/build/html/doc_benchmark_yaml.html
+++ b/docs/build/html/doc_benchmark_yaml.html
@@ -49,7 +49,7 @@
   
   
     <title>Benchmark yaml files &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -105,7 +105,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -278,7 +278,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#doc-benchmark-yaml--page-root" class="md-nav__link">Benchmark yaml files</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -651,7 +651,7 @@ <h2 id="combination-of-shared-and-task-specific-hyperparameter-samples">Combinat
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/doc_custom_nn.html b/docs/build/html/doc_custom_nn.html
index 0aee1f60e..2c57cb8a8 100644
--- a/docs/build/html/doc_custom_nn.html
+++ b/docs/build/html/doc_custom_nn.html
@@ -49,7 +49,7 @@
   
   
     <title>Custom Neural Network &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -105,7 +105,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -278,7 +278,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#doc-custom-nn--page-root" class="md-nav__link">Custom Neural Network</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -349,7 +349,7 @@ <h3 id="trainer-matchdg-with-custom-neural-network">trainer ‘matchdg’ with c
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/doc_dann.html b/docs/build/html/doc_dann.html
index e67695c95..c931f8c9c 100644
--- a/docs/build/html/doc_dann.html
+++ b/docs/build/html/doc_dann.html
@@ -49,7 +49,7 @@
   
   
     <title>Model DANN: Domain Adversarial Neural Network &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -324,7 +324,7 @@ <h1 id="doc-dann--page-root">Model DANN: Domain Adversarial Neural Network<a cla
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> Model HDUVA </span>
+                      class="md-footer-nav__direction"> "Previous" </span> Model HDUVA </span>
               </div>
             </a>
           
@@ -334,7 +334,7 @@ <h1 id="doc-dann--page-root">Model DANN: Domain Adversarial Neural Network<a cla
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> Model JiGen </span>
+                class="md-footer-nav__direction"> "Next" </span> Model JiGen </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -352,7 +352,7 @@ <h1 id="doc-dann--page-root">Model DANN: Domain Adversarial Neural Network<a cla
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/doc_diva.html b/docs/build/html/doc_diva.html
index 30a1e8999..4cb31d67c 100644
--- a/docs/build/html/doc_diva.html
+++ b/docs/build/html/doc_diva.html
@@ -49,7 +49,7 @@
   
   
     <title>Model DIVA: Domain Invariant Variational Autoencoders &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -109,7 +109,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -259,7 +259,7 @@
       
         
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#doc-diva--page-root" class="md-nav__link">Model DIVA: Domain Invariant Variational Autoencoders</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -305,7 +305,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#doc-diva--page-root" class="md-nav__link">Model DIVA: Domain Invariant Variational Autoencoders</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -384,7 +384,7 @@ <h2 id="model-parameters">Model parameters<a class="headerlink" href="#model-par
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> Model JiGen </span>
+                      class="md-footer-nav__direction"> "Previous" </span> Model JiGen </span>
               </div>
             </a>
           
@@ -394,7 +394,7 @@ <h2 id="model-parameters">Model parameters<a class="headerlink" href="#model-par
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> Trainer MatchDG: Domain Generalization using Causal Matching </span>
+                class="md-footer-nav__direction"> "Next" </span> Trainer MatchDG: Domain Generalization using Causal Matching </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -412,7 +412,7 @@ <h2 id="model-parameters">Model parameters<a class="headerlink" href="#model-par
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/doc_examples.html b/docs/build/html/doc_examples.html
index 071ae78f7..778ac40df 100644
--- a/docs/build/html/doc_examples.html
+++ b/docs/build/html/doc_examples.html
@@ -49,7 +49,7 @@
   
   
     <title>Command line examples &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -105,7 +105,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -278,7 +278,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#doc-examples--page-root" class="md-nav__link">Command line examples</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -623,7 +623,7 @@ <h2 id="meta-learning-domain-generalization">Meta Learning Domain Generalization
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/doc_extend_contribute.html b/docs/build/html/doc_extend_contribute.html
index 0a12c1b2c..be0329242 100644
--- a/docs/build/html/doc_extend_contribute.html
+++ b/docs/build/html/doc_extend_contribute.html
@@ -49,7 +49,7 @@
   
   
     <title>Extend or contribute with a custom domain generalization model &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -105,7 +105,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -278,7 +278,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#doc-extend-contribute--page-root" class="md-nav__link">Extend or contribute with a custom domain generalization model</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -339,7 +339,7 @@ <h1 id="software-architecture-and-design">Software Architecture and Design<a cla
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/doc_output.html b/docs/build/html/doc_output.html
index f061460bc..337b6ccd6 100644
--- a/docs/build/html/doc_output.html
+++ b/docs/build/html/doc_output.html
@@ -49,7 +49,7 @@
   
   
     <title>Output structure &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -105,7 +105,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -334,7 +334,7 @@ <h1 id="doc-output--page-root">Output structure<a class="headerlink" href="#doc-
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/doc_tasks.html b/docs/build/html/doc_tasks.html
index 58c3d3acc..4ea3efb32 100644
--- a/docs/build/html/doc_tasks.html
+++ b/docs/build/html/doc_tasks.html
@@ -49,7 +49,7 @@
   
   
     <title>Task Specification &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -105,7 +105,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -278,7 +278,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#doc-tasks--page-root" class="md-nav__link">Task Specification</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -469,7 +469,7 @@ <h3 id="specify-the-task-with-domainlab-api">Specify the task with domainlab API
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.algos.html b/docs/build/html/domainlab.algos.html
index 4713bd508..44955c1ec 100644
--- a/docs/build/html/domainlab.algos.html
+++ b/docs/build/html/domainlab.algos.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.algos package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -289,7 +289,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-algos--page-root" class="md-nav__link">domainlab.algos package</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -297,7 +297,7 @@
         </li>
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-a-algo-builder-module" class="md-nav__link">domainlab.algos.a_algo_builder module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.a_algo_builder" class="md-nav__link">domainlab.algos.a_algo_builder module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.a_algo_builder.NodeAlgoBuilder" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilder</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -317,7 +317,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-builder-api-model-module" class="md-nav__link">domainlab.algos.builder_api_model module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.builder_api_model" class="md-nav__link">domainlab.algos.builder_api_model module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.builder_api_model.NodeAlgoBuilderAPIModel" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderAPIModel</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -327,13 +327,13 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-builder-custom-module" class="md-nav__link">domainlab.algos.builder_custom module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.builder_custom" class="md-nav__link">domainlab.algos.builder_custom module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.builder_custom.make_basic_trainer" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">make_basic_trainer()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-builder-dann-module" class="md-nav__link">domainlab.algos.builder_dann module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.builder_dann" class="md-nav__link">domainlab.algos.builder_dann module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.builder_dann.NodeAlgoBuilderDANN" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderDANN</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -343,7 +343,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-builder-diva-module" class="md-nav__link">domainlab.algos.builder_diva module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.builder_diva" class="md-nav__link">domainlab.algos.builder_diva module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.builder_diva.NodeAlgoBuilderDIVA" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderDIVA</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -355,7 +355,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-builder-erm-module" class="md-nav__link">domainlab.algos.builder_erm module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.builder_erm" class="md-nav__link">domainlab.algos.builder_erm module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.builder_erm.NodeAlgoBuilderERM" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderERM</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -365,7 +365,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-builder-hduva-module" class="md-nav__link">domainlab.algos.builder_hduva module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.builder_hduva" class="md-nav__link">domainlab.algos.builder_hduva module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.builder_hduva.NodeAlgoBuilderHDUVA" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderHDUVA</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -375,7 +375,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-builder-jigen1-module" class="md-nav__link">domainlab.algos.builder_jigen1 module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.builder_jigen1" class="md-nav__link">domainlab.algos.builder_jigen1 module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.builder_jigen1.NodeAlgoBuilderJiGen" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderJiGen</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -385,7 +385,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-zoo-algos-module" class="md-nav__link">domainlab.algos.zoo_algos module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.zoo_algos" class="md-nav__link">domainlab.algos.zoo_algos module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.zoo_algos.AlgoBuilderChainNodeGetter" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">AlgoBuilderChainNodeGetter</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -395,7 +395,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.algos" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -416,7 +416,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.algos.msels.html">domainlab.algos.msels package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.algos.msels.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.msels.html#domainlab-algos-msels-a-model-sel-module">domainlab.algos.msels.a_model_sel module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.msels.html#module-domainlab.algos.msels.a_model_sel">domainlab.algos.msels.a_model_sel module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.msels.html#domainlab.algos.msels.a_model_sel.AMSel"><code class="docutils literal notranslate"><span class="pre">AMSel</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#domainlab.algos.msels.a_model_sel.AMSel.accept"><code class="docutils literal notranslate"><span class="pre">AMSel.accept()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#domainlab.algos.msels.a_model_sel.AMSel.best_te_metric"><code class="docutils literal notranslate"><span class="pre">AMSel.best_te_metric</span></code></a></li>
@@ -431,7 +431,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.msels.html#domainlab-algos-msels-c-msel-oracle-module">domainlab.algos.msels.c_msel_oracle module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.msels.html#module-domainlab.algos.msels.c_msel_oracle">domainlab.algos.msels.c_msel_oracle module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.msels.html#domainlab.algos.msels.c_msel_oracle.MSelOracleVisitor"><code class="docutils literal notranslate"><span class="pre">MSelOracleVisitor</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#domainlab.algos.msels.c_msel_oracle.MSelOracleVisitor.accept"><code class="docutils literal notranslate"><span class="pre">MSelOracleVisitor.accept()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#domainlab.algos.msels.c_msel_oracle.MSelOracleVisitor.if_stop"><code class="docutils literal notranslate"><span class="pre">MSelOracleVisitor.if_stop()</span></code></a></li>
@@ -441,7 +441,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.msels.html#domainlab-algos-msels-c-msel-tr-loss-module">domainlab.algos.msels.c_msel_tr_loss module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.msels.html#module-domainlab.algos.msels.c_msel_tr_loss">domainlab.algos.msels.c_msel_tr_loss module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.msels.html#domainlab.algos.msels.c_msel_tr_loss.MSelTrLoss"><code class="docutils literal notranslate"><span class="pre">MSelTrLoss</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#domainlab.algos.msels.c_msel_tr_loss.MSelTrLoss.if_stop"><code class="docutils literal notranslate"><span class="pre">MSelTrLoss.if_stop()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#domainlab.algos.msels.c_msel_tr_loss.MSelTrLoss.max_es"><code class="docutils literal notranslate"><span class="pre">MSelTrLoss.max_es</span></code></a></li>
@@ -451,7 +451,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.msels.html#domainlab-algos-msels-c-msel-val-module">domainlab.algos.msels.c_msel_val module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.msels.html#module-domainlab.algos.msels.c_msel_val">domainlab.algos.msels.c_msel_val module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.msels.html#domainlab.algos.msels.c_msel_val.MSelValPerf"><code class="docutils literal notranslate"><span class="pre">MSelValPerf</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#domainlab.algos.msels.c_msel_val.MSelValPerf.best_te_metric"><code class="docutils literal notranslate"><span class="pre">MSelValPerf.best_te_metric</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#domainlab.algos.msels.c_msel_val.MSelValPerf.best_val_acc"><code class="docutils literal notranslate"><span class="pre">MSelValPerf.best_val_acc</span></code></a></li>
@@ -462,12 +462,12 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.msels.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.msels.html#module-domainlab.algos.msels">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.algos.observers.html">domainlab.algos.observers package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.algos.observers.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.observers.html#domainlab-algos-observers-a-observer-module">domainlab.algos.observers.a_observer module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.observers.html#module-domainlab.algos.observers.a_observer">domainlab.algos.observers.a_observer module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.observers.html#domainlab.algos.observers.a_observer.AObVisitor"><code class="docutils literal notranslate"><span class="pre">AObVisitor</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#domainlab.algos.observers.a_observer.AObVisitor.accept"><code class="docutils literal notranslate"><span class="pre">AObVisitor.accept()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#domainlab.algos.observers.a_observer.AObVisitor.after_all"><code class="docutils literal notranslate"><span class="pre">AObVisitor.after_all()</span></code></a></li>
@@ -478,7 +478,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.observers.html#domainlab-algos-observers-b-obvisitor-module">domainlab.algos.observers.b_obvisitor module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.observers.html#module-domainlab.algos.observers.b_obvisitor">domainlab.algos.observers.b_obvisitor module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.observers.html#domainlab.algos.observers.b_obvisitor.ObVisitor"><code class="docutils literal notranslate"><span class="pre">ObVisitor</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#domainlab.algos.observers.b_obvisitor.ObVisitor.accept"><code class="docutils literal notranslate"><span class="pre">ObVisitor.accept()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#domainlab.algos.observers.b_obvisitor.ObVisitor.after_all"><code class="docutils literal notranslate"><span class="pre">ObVisitor.after_all()</span></code></a></li>
@@ -492,7 +492,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.observers.html#domainlab-algos-observers-c-obvisitor-cleanup-module">domainlab.algos.observers.c_obvisitor_cleanup module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.observers.html#module-domainlab.algos.observers.c_obvisitor_cleanup">domainlab.algos.observers.c_obvisitor_cleanup module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.observers.html#domainlab.algos.observers.c_obvisitor_cleanup.ObVisitorCleanUp"><code class="docutils literal notranslate"><span class="pre">ObVisitorCleanUp</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#domainlab.algos.observers.c_obvisitor_cleanup.ObVisitorCleanUp.accept"><code class="docutils literal notranslate"><span class="pre">ObVisitorCleanUp.accept()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#domainlab.algos.observers.c_obvisitor_cleanup.ObVisitorCleanUp.after_all"><code class="docutils literal notranslate"><span class="pre">ObVisitorCleanUp.after_all()</span></code></a></li>
@@ -502,30 +502,30 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.observers.html#domainlab-algos-observers-c-obvisitor-gen-module">domainlab.algos.observers.c_obvisitor_gen module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.observers.html#module-domainlab.algos.observers.c_obvisitor_gen">domainlab.algos.observers.c_obvisitor_gen module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.observers.html#domainlab.algos.observers.c_obvisitor_gen.ObVisitorGen"><code class="docutils literal notranslate"><span class="pre">ObVisitorGen</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#domainlab.algos.observers.c_obvisitor_gen.ObVisitorGen.after_all"><code class="docutils literal notranslate"><span class="pre">ObVisitorGen.after_all()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.observers.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.observers.html#module-domainlab.algos.observers">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.algos.trainers.html">domainlab.algos.trainers package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#subpackages">Subpackages</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.compos.html">domainlab.algos.trainers.compos package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.compos.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.compos.html#domainlab-algos-trainers-compos-matchdg-args-module">domainlab.algos.trainers.compos.matchdg_args module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.compos.html#domainlab-algos-trainers-compos-matchdg-match-module">domainlab.algos.trainers.compos.matchdg_match module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.compos.html#domainlab-algos-trainers-compos-matchdg-utils-module">domainlab.algos.trainers.compos.matchdg_utils module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.compos.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.compos.html#module-domainlab.algos.trainers.compos.matchdg_args">domainlab.algos.trainers.compos.matchdg_args module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.compos.html#module-domainlab.algos.trainers.compos.matchdg_match">domainlab.algos.trainers.compos.matchdg_match module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.compos.html#module-domainlab.algos.trainers.compos.matchdg_utils">domainlab.algos.trainers.compos.matchdg_utils module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.compos.html#module-domainlab.algos.trainers.compos">Module contents</a></li>
 </ul>
 </li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-a-trainer-module">domainlab.algos.trainers.a_trainer module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.a_trainer">domainlab.algos.trainers.a_trainer module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.a_trainer.AbstractTrainer"><code class="docutils literal notranslate"><span class="pre">AbstractTrainer</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.a_trainer.AbstractTrainer.after_batch"><code class="docutils literal notranslate"><span class="pre">AbstractTrainer.after_batch()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.a_trainer.AbstractTrainer.before_batch"><code class="docutils literal notranslate"><span class="pre">AbstractTrainer.before_batch()</span></code></a></li>
@@ -549,11 +549,11 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.a_trainer.mk_opt"><code class="docutils literal notranslate"><span class="pre">mk_opt()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-args-dial-module">domainlab.algos.trainers.args_dial module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.args_dial">domainlab.algos.trainers.args_dial module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.args_dial.add_args2parser_dial"><code class="docutils literal notranslate"><span class="pre">add_args2parser_dial()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-hyper-scheduler-module">domainlab.algos.trainers.hyper_scheduler module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.hyper_scheduler">domainlab.algos.trainers.hyper_scheduler module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.hyper_scheduler.HyperSchedulerWarmupExponential"><code class="docutils literal notranslate"><span class="pre">HyperSchedulerWarmupExponential</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.hyper_scheduler.HyperSchedulerWarmupExponential.warmup"><code class="docutils literal notranslate"><span class="pre">HyperSchedulerWarmupExponential.warmup()</span></code></a></li>
 </ul>
@@ -565,7 +565,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-train-basic-module">domainlab.algos.trainers.train_basic module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.train_basic">domainlab.algos.trainers.train_basic module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_basic.TrainerBasic"><code class="docutils literal notranslate"><span class="pre">TrainerBasic</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_basic.TrainerBasic.after_epoch"><code class="docutils literal notranslate"><span class="pre">TrainerBasic.after_epoch()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_basic.TrainerBasic.before_epoch"><code class="docutils literal notranslate"><span class="pre">TrainerBasic.before_epoch()</span></code></a></li>
@@ -579,14 +579,14 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_basic.list_divide"><code class="docutils literal notranslate"><span class="pre">list_divide()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-train-dial-module">domainlab.algos.trainers.train_dial module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.train_dial">domainlab.algos.trainers.train_dial module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_dial.TrainerDIAL"><code class="docutils literal notranslate"><span class="pre">TrainerDIAL</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_dial.TrainerDIAL.gen_adversarial"><code class="docutils literal notranslate"><span class="pre">TrainerDIAL.gen_adversarial()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-train-hyper-scheduler-module">domainlab.algos.trainers.train_hyper_scheduler module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.train_hyper_scheduler">domainlab.algos.trainers.train_hyper_scheduler module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_hyper_scheduler.TrainerHyperScheduler"><code class="docutils literal notranslate"><span class="pre">TrainerHyperScheduler</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_hyper_scheduler.TrainerHyperScheduler.before_batch"><code class="docutils literal notranslate"><span class="pre">TrainerHyperScheduler.before_batch()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_hyper_scheduler.TrainerHyperScheduler.before_tr"><code class="docutils literal notranslate"><span class="pre">TrainerHyperScheduler.before_tr()</span></code></a></li>
@@ -596,7 +596,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-train-matchdg-module">domainlab.algos.trainers.train_matchdg module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.train_matchdg">domainlab.algos.trainers.train_matchdg module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_matchdg.TrainerMatchDG"><code class="docutils literal notranslate"><span class="pre">TrainerMatchDG</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_matchdg.TrainerMatchDG.before_tr"><code class="docutils literal notranslate"><span class="pre">TrainerMatchDG.before_tr()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_matchdg.TrainerMatchDG.dset_decoration_args_algo"><code class="docutils literal notranslate"><span class="pre">TrainerMatchDG.dset_decoration_args_algo()</span></code></a></li>
@@ -608,7 +608,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-train-mldg-module">domainlab.algos.trainers.train_mldg module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.train_mldg">domainlab.algos.trainers.train_mldg module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_mldg.TrainerMLDG"><code class="docutils literal notranslate"><span class="pre">TrainerMLDG</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_mldg.TrainerMLDG.before_tr"><code class="docutils literal notranslate"><span class="pre">TrainerMLDG.before_tr()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.train_mldg.TrainerMLDG.prepare_ziped_loader"><code class="docutils literal notranslate"><span class="pre">TrainerMLDG.prepare_ziped_loader()</span></code></a></li>
@@ -617,11 +617,11 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-zoo-trainer-module">domainlab.algos.trainers.zoo_trainer module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.zoo_trainer">domainlab.algos.trainers.zoo_trainer module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab.algos.trainers.zoo_trainer.TrainerChainNodeGetter"><code class="docutils literal notranslate"><span class="pre">TrainerChainNodeGetter</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers">Module contents</a></li>
 </ul>
 </li>
 </ul>
@@ -630,9 +630,9 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-algos-a-algo-builder-module">
-<h2 id="domainlab-algos-a-algo-builder-module">domainlab.algos.a_algo_builder module<a class="headerlink" href="#domainlab-algos-a-algo-builder-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.a_algo_builder">parent class for combing model, trainer, task, observer</p>
+<section id="module-domainlab.algos.a_algo_builder">
+<span id="domainlab-algos-a-algo-builder-module"></span><h2 id="module-domainlab.algos.a_algo_builder">domainlab.algos.a_algo_builder module<a class="headerlink" href="#module-domainlab.algos.a_algo_builder" title="Link to this heading">¶</a></h2>
+<p>parent class for combing model, trainer, task, observer</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.a_algo_builder.NodeAlgoBuilder">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.a_algo_builder.</span></span><span class="sig-name descname"><span class="pre">NodeAlgoBuilder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">success_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/a_algo_builder.html#NodeAlgoBuilder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.a_algo_builder.NodeAlgoBuilder" title="Link to this definition">¶</a></dt>
@@ -672,9 +672,9 @@ <h2 id="domainlab-algos-a-algo-builder-module">domainlab.algos.a_algo_builder mo
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-builder-api-model-module">
-<h2 id="domainlab-algos-builder-api-model-module">domainlab.algos.builder_api_model module<a class="headerlink" href="#domainlab-algos-builder-api-model-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.builder_api_model">build algorithm from API coded model with custom backbone</p>
+<section id="module-domainlab.algos.builder_api_model">
+<span id="domainlab-algos-builder-api-model-module"></span><h2 id="module-domainlab.algos.builder_api_model">domainlab.algos.builder_api_model module<a class="headerlink" href="#module-domainlab.algos.builder_api_model" title="Link to this heading">¶</a></h2>
+<p>build algorithm from API coded model with custom backbone</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.builder_api_model.NodeAlgoBuilderAPIModel">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.builder_api_model.</span></span><span class="sig-name descname"><span class="pre">NodeAlgoBuilderAPIModel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">success_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/builder_api_model.html#NodeAlgoBuilderAPIModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.builder_api_model.NodeAlgoBuilderAPIModel" title="Link to this definition">¶</a></dt>
@@ -687,18 +687,18 @@ <h2 id="domainlab-algos-builder-api-model-module">domainlab.algos.builder_api_mo
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-builder-custom-module">
-<h2 id="domainlab-algos-builder-custom-module">domainlab.algos.builder_custom module<a class="headerlink" href="#domainlab-algos-builder-custom-module" title="Link to this heading">¶</a></h2>
-<dl class="py function" id="module-domainlab.algos.builder_custom">
+<section id="module-domainlab.algos.builder_custom">
+<span id="domainlab-algos-builder-custom-module"></span><h2 id="module-domainlab.algos.builder_custom">domainlab.algos.builder_custom module<a class="headerlink" href="#module-domainlab.algos.builder_custom" title="Link to this heading">¶</a></h2>
+<dl class="py function">
 <dt class="sig sig-object py" id="domainlab.algos.builder_custom.make_basic_trainer">
 <span class="sig-prename descclassname"><span class="pre">domainlab.algos.builder_custom.</span></span><span class="sig-name descname"><span class="pre">make_basic_trainer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">class_name_model</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/builder_custom.html#make_basic_trainer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.builder_custom.make_basic_trainer" title="Link to this definition">¶</a></dt>
 <dd><p>make_basic_trainer.
 :param class_name_model:</p>
 </dd></dl>
 </section>
-<section id="domainlab-algos-builder-dann-module">
-<h2 id="domainlab-algos-builder-dann-module">domainlab.algos.builder_dann module<a class="headerlink" href="#domainlab-algos-builder-dann-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.builder_dann">builder for Domain Adversarial Neural Network: accept different training scheme</p>
+<section id="module-domainlab.algos.builder_dann">
+<span id="domainlab-algos-builder-dann-module"></span><h2 id="module-domainlab.algos.builder_dann">domainlab.algos.builder_dann module<a class="headerlink" href="#module-domainlab.algos.builder_dann" title="Link to this heading">¶</a></h2>
+<p>builder for Domain Adversarial Neural Network: accept different training scheme</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.builder_dann.NodeAlgoBuilderDANN">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.builder_dann.</span></span><span class="sig-name descname"><span class="pre">NodeAlgoBuilderDANN</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">success_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/builder_dann.html#NodeAlgoBuilderDANN"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.builder_dann.NodeAlgoBuilderDANN" title="Link to this definition">¶</a></dt>
@@ -710,9 +710,9 @@ <h2 id="domainlab-algos-builder-dann-module">domainlab.algos.builder_dann module
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-builder-diva-module">
-<h2 id="domainlab-algos-builder-diva-module">domainlab.algos.builder_diva module<a class="headerlink" href="#domainlab-algos-builder-diva-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.builder_diva">Builder pattern to build different component for experiment with DIVA</p>
+<section id="module-domainlab.algos.builder_diva">
+<span id="domainlab-algos-builder-diva-module"></span><h2 id="module-domainlab.algos.builder_diva">domainlab.algos.builder_diva module<a class="headerlink" href="#module-domainlab.algos.builder_diva" title="Link to this heading">¶</a></h2>
+<p>Builder pattern to build different component for experiment with DIVA</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.builder_diva.NodeAlgoBuilderDIVA">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.builder_diva.</span></span><span class="sig-name descname"><span class="pre">NodeAlgoBuilderDIVA</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">success_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/builder_diva.html#NodeAlgoBuilderDIVA"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.builder_diva.NodeAlgoBuilderDIVA" title="Link to this definition">¶</a></dt>
@@ -730,9 +730,9 @@ <h2 id="domainlab-algos-builder-diva-module">domainlab.algos.builder_diva module
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-builder-erm-module">
-<h2 id="domainlab-algos-builder-erm-module">domainlab.algos.builder_erm module<a class="headerlink" href="#domainlab-algos-builder-erm-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.builder_erm">builder for erm</p>
+<section id="module-domainlab.algos.builder_erm">
+<span id="domainlab-algos-builder-erm-module"></span><h2 id="module-domainlab.algos.builder_erm">domainlab.algos.builder_erm module<a class="headerlink" href="#module-domainlab.algos.builder_erm" title="Link to this heading">¶</a></h2>
+<p>builder for erm</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.builder_erm.NodeAlgoBuilderERM">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.builder_erm.</span></span><span class="sig-name descname"><span class="pre">NodeAlgoBuilderERM</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">success_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/builder_erm.html#NodeAlgoBuilderERM"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.builder_erm.NodeAlgoBuilderERM" title="Link to this definition">¶</a></dt>
@@ -745,9 +745,9 @@ <h2 id="domainlab-algos-builder-erm-module">domainlab.algos.builder_erm module<a
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-builder-hduva-module">
-<h2 id="domainlab-algos-builder-hduva-module">domainlab.algos.builder_hduva module<a class="headerlink" href="#domainlab-algos-builder-hduva-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.builder_hduva">build hduva model, get trainer from cmd arguments</p>
+<section id="module-domainlab.algos.builder_hduva">
+<span id="domainlab-algos-builder-hduva-module"></span><h2 id="module-domainlab.algos.builder_hduva">domainlab.algos.builder_hduva module<a class="headerlink" href="#module-domainlab.algos.builder_hduva" title="Link to this heading">¶</a></h2>
+<p>build hduva model, get trainer from cmd arguments</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.builder_hduva.NodeAlgoBuilderHDUVA">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.builder_hduva.</span></span><span class="sig-name descname"><span class="pre">NodeAlgoBuilderHDUVA</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">success_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/builder_hduva.html#NodeAlgoBuilderHDUVA"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.builder_hduva.NodeAlgoBuilderHDUVA" title="Link to this definition">¶</a></dt>
@@ -759,9 +759,9 @@ <h2 id="domainlab-algos-builder-hduva-module">domainlab.algos.builder_hduva modu
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-builder-jigen1-module">
-<h2 id="domainlab-algos-builder-jigen1-module">domainlab.algos.builder_jigen1 module<a class="headerlink" href="#domainlab-algos-builder-jigen1-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.builder_jigen1">builder for JiGen</p>
+<section id="module-domainlab.algos.builder_jigen1">
+<span id="domainlab-algos-builder-jigen1-module"></span><h2 id="module-domainlab.algos.builder_jigen1">domainlab.algos.builder_jigen1 module<a class="headerlink" href="#module-domainlab.algos.builder_jigen1" title="Link to this heading">¶</a></h2>
+<p>builder for JiGen</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.builder_jigen1.NodeAlgoBuilderJiGen">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.builder_jigen1.</span></span><span class="sig-name descname"><span class="pre">NodeAlgoBuilderJiGen</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">success_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/builder_jigen1.html#NodeAlgoBuilderJiGen"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.builder_jigen1.NodeAlgoBuilderJiGen" title="Link to this definition">¶</a></dt>
@@ -773,9 +773,9 @@ <h2 id="domainlab-algos-builder-jigen1-module">domainlab.algos.builder_jigen1 mo
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-zoo-algos-module">
-<h2 id="domainlab-algos-zoo-algos-module">domainlab.algos.zoo_algos module<a class="headerlink" href="#domainlab-algos-zoo-algos-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.zoo_algos">chain of responsibility pattern for algorithm selection</p>
+<section id="module-domainlab.algos.zoo_algos">
+<span id="domainlab-algos-zoo-algos-module"></span><h2 id="module-domainlab.algos.zoo_algos">domainlab.algos.zoo_algos module<a class="headerlink" href="#module-domainlab.algos.zoo_algos" title="Link to this heading">¶</a></h2>
+<p>chain of responsibility pattern for algorithm selection</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.zoo_algos.AlgoBuilderChainNodeGetter">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.zoo_algos.</span></span><span class="sig-name descname"><span class="pre">AlgoBuilderChainNodeGetter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">apath</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/zoo_algos.html#AlgoBuilderChainNodeGetter"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.zoo_algos.AlgoBuilderChainNodeGetter" title="Link to this definition">¶</a></dt>
@@ -789,9 +789,9 @@ <h2 id="domainlab-algos-zoo-algos-module">domainlab.algos.zoo_algos module<a cla
 </dd></dl>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.algos"></span></section>
+<section id="module-domainlab.algos">
+<span id="module-contents"></span><h2 id="module-domainlab.algos">Module contents<a class="headerlink" href="#module-domainlab.algos" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -813,7 +813,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab package </span>
               </div>
             </a>
           
@@ -823,7 +823,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.algos.msels package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.algos.msels package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -841,7 +841,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.algos.msels.html b/docs/build/html/domainlab.algos.msels.html
index fe14ff6dc..e216f37b3 100644
--- a/docs/build/html/domainlab.algos.msels.html
+++ b/docs/build/html/domainlab.algos.msels.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.algos.msels package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -290,13 +290,13 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-algos-msels--page-root" class="md-nav__link">domainlab.algos.msels package</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-msels-a-model-sel-module" class="md-nav__link">domainlab.algos.msels.a_model_sel module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.msels.a_model_sel" class="md-nav__link">domainlab.algos.msels.a_model_sel module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.msels.a_model_sel.AMSel" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">AMSel</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -322,7 +322,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-msels-c-msel-oracle-module" class="md-nav__link">domainlab.algos.msels.c_msel_oracle module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.msels.c_msel_oracle" class="md-nav__link">domainlab.algos.msels.c_msel_oracle module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.msels.c_msel_oracle.MSelOracleVisitor" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">MSelOracleVisitor</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -338,7 +338,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-msels-c-msel-tr-loss-module" class="md-nav__link">domainlab.algos.msels.c_msel_tr_loss module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.msels.c_msel_tr_loss" class="md-nav__link">domainlab.algos.msels.c_msel_tr_loss module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.msels.c_msel_tr_loss.MSelTrLoss" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">MSelTrLoss</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -354,7 +354,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-msels-c-msel-val-module" class="md-nav__link">domainlab.algos.msels.c_msel_val module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.msels.c_msel_val" class="md-nav__link">domainlab.algos.msels.c_msel_val module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.msels.c_msel_val.MSelValPerf" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">MSelValPerf</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -372,7 +372,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.algos.msels" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -390,9 +390,9 @@ <h1 id="domainlab-algos-msels--page-root">domainlab.algos.msels package<a class=
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-algos-msels-a-model-sel-module">
-<h2 id="domainlab-algos-msels-a-model-sel-module">domainlab.algos.msels.a_model_sel module<a class="headerlink" href="#domainlab-algos-msels-a-model-sel-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.msels.a_model_sel">Abstract Model Selection</p>
+<section id="module-domainlab.algos.msels.a_model_sel">
+<span id="domainlab-algos-msels-a-model-sel-module"></span><h2 id="module-domainlab.algos.msels.a_model_sel">domainlab.algos.msels.a_model_sel module<a class="headerlink" href="#module-domainlab.algos.msels.a_model_sel" title="Link to this heading">¶</a></h2>
+<p>Abstract Model Selection</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.msels.a_model_sel.AMSel">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.msels.a_model_sel.</span></span><span class="sig-name descname"><span class="pre">AMSel</span></span><a class="reference internal" href="_modules/domainlab/algos/msels/a_model_sel.html#AMSel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.msels.a_model_sel.AMSel" title="Link to this definition">¶</a></dt>
@@ -449,9 +449,9 @@ <h2 id="domainlab-algos-msels-a-model-sel-module">domainlab.algos.msels.a_model_
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-msels-c-msel-oracle-module">
-<h2 id="domainlab-algos-msels-c-msel-oracle-module">domainlab.algos.msels.c_msel_oracle module<a class="headerlink" href="#domainlab-algos-msels-c-msel-oracle-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.msels.c_msel_oracle">Model Selection should be decoupled from</p>
+<section id="module-domainlab.algos.msels.c_msel_oracle">
+<span id="domainlab-algos-msels-c-msel-oracle-module"></span><h2 id="module-domainlab.algos.msels.c_msel_oracle">domainlab.algos.msels.c_msel_oracle module<a class="headerlink" href="#module-domainlab.algos.msels.c_msel_oracle" title="Link to this heading">¶</a></h2>
+<p>Model Selection should be decoupled from</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.msels.c_msel_oracle.MSelOracleVisitor">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.msels.c_msel_oracle.</span></span><span class="sig-name descname"><span class="pre">MSelOracleVisitor</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">msel</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/msels/c_msel_oracle.html#MSelOracleVisitor"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.msels.c_msel_oracle.MSelOracleVisitor" title="Link to this definition">¶</a></dt>
@@ -483,9 +483,9 @@ <h2 id="domainlab-algos-msels-c-msel-oracle-module">domainlab.algos.msels.c_msel
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-msels-c-msel-tr-loss-module">
-<h2 id="domainlab-algos-msels-c-msel-tr-loss-module">domainlab.algos.msels.c_msel_tr_loss module<a class="headerlink" href="#domainlab-algos-msels-c-msel-tr-loss-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.msels.c_msel_tr_loss">Model Selection should be decoupled from</p>
+<section id="module-domainlab.algos.msels.c_msel_tr_loss">
+<span id="domainlab-algos-msels-c-msel-tr-loss-module"></span><h2 id="module-domainlab.algos.msels.c_msel_tr_loss">domainlab.algos.msels.c_msel_tr_loss module<a class="headerlink" href="#module-domainlab.algos.msels.c_msel_tr_loss" title="Link to this heading">¶</a></h2>
+<p>Model Selection should be decoupled from</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.msels.c_msel_tr_loss.MSelTrLoss">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.msels.c_msel_tr_loss.</span></span><span class="sig-name descname"><span class="pre">MSelTrLoss</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">max_es</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/msels/c_msel_tr_loss.html#MSelTrLoss"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.msels.c_msel_tr_loss.MSelTrLoss" title="Link to this definition">¶</a></dt>
@@ -516,9 +516,9 @@ <h2 id="domainlab-algos-msels-c-msel-tr-loss-module">domainlab.algos.msels.c_mse
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-msels-c-msel-val-module">
-<h2 id="domainlab-algos-msels-c-msel-val-module">domainlab.algos.msels.c_msel_val module<a class="headerlink" href="#domainlab-algos-msels-c-msel-val-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.msels.c_msel_val">Model Selection should be decoupled from</p>
+<section id="module-domainlab.algos.msels.c_msel_val">
+<span id="domainlab-algos-msels-c-msel-val-module"></span><h2 id="module-domainlab.algos.msels.c_msel_val">domainlab.algos.msels.c_msel_val module<a class="headerlink" href="#module-domainlab.algos.msels.c_msel_val" title="Link to this heading">¶</a></h2>
+<p>Model Selection should be decoupled from</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.msels.c_msel_val.MSelValPerf">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.msels.c_msel_val.</span></span><span class="sig-name descname"><span class="pre">MSelValPerf</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">max_es</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/msels/c_msel_val.html#MSelValPerf"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.msels.c_msel_val.MSelValPerf" title="Link to this definition">¶</a></dt>
@@ -554,9 +554,9 @@ <h2 id="domainlab-algos-msels-c-msel-val-module">domainlab.algos.msels.c_msel_va
 </dd></dl>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.algos.msels"></span></section>
+<section id="module-domainlab.algos.msels">
+<span id="module-contents"></span><h2 id="module-domainlab.algos.msels">Module contents<a class="headerlink" href="#module-domainlab.algos.msels" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -578,7 +578,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.algos package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.algos package </span>
               </div>
             </a>
           
@@ -588,7 +588,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.algos.observers package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.algos.observers package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -606,7 +606,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.algos.observers.html b/docs/build/html/domainlab.algos.observers.html
index 4bce971e5..0a3f07ef7 100644
--- a/docs/build/html/domainlab.algos.observers.html
+++ b/docs/build/html/domainlab.algos.observers.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.algos.observers package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -290,13 +290,13 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-algos-observers--page-root" class="md-nav__link">domainlab.algos.observers package</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-observers-a-observer-module" class="md-nav__link">domainlab.algos.observers.a_observer module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.observers.a_observer" class="md-nav__link">domainlab.algos.observers.a_observer module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.observers.a_observer.AObVisitor" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">AObVisitor</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -314,7 +314,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-observers-b-obvisitor-module" class="md-nav__link">domainlab.algos.observers.b_obvisitor module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.observers.b_obvisitor" class="md-nav__link">domainlab.algos.observers.b_obvisitor module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.observers.b_obvisitor.ObVisitor" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">ObVisitor</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -338,7 +338,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-observers-c-obvisitor-cleanup-module" class="md-nav__link">domainlab.algos.observers.c_obvisitor_cleanup module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.observers.c_obvisitor_cleanup" class="md-nav__link">domainlab.algos.observers.c_obvisitor_cleanup module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.observers.c_obvisitor_cleanup.ObVisitorCleanUp" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">ObVisitorCleanUp</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -354,7 +354,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-observers-c-obvisitor-gen-module" class="md-nav__link">domainlab.algos.observers.c_obvisitor_gen module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.observers.c_obvisitor_gen" class="md-nav__link">domainlab.algos.observers.c_obvisitor_gen module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.observers.c_obvisitor_gen.ObVisitorGen" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">ObVisitorGen</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -364,7 +364,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.algos.observers" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -382,9 +382,9 @@ <h1 id="domainlab-algos-observers--page-root">domainlab.algos.observers package<
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-algos-observers-a-observer-module">
-<h2 id="domainlab-algos-observers-a-observer-module">domainlab.algos.observers.a_observer module<a class="headerlink" href="#domainlab-algos-observers-a-observer-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.observers.a_observer">interface for observer + visitor</p>
+<section id="module-domainlab.algos.observers.a_observer">
+<span id="domainlab-algos-observers-a-observer-module"></span><h2 id="module-domainlab.algos.observers.a_observer">domainlab.algos.observers.a_observer module<a class="headerlink" href="#module-domainlab.algos.observers.a_observer" title="Link to this heading">¶</a></h2>
+<p>interface for observer + visitor</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.observers.a_observer.AObVisitor">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.observers.a_observer.</span></span><span class="sig-name descname"><span class="pre">AObVisitor</span></span><a class="reference internal" href="_modules/domainlab/algos/observers/a_observer.html#AObVisitor"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.observers.a_observer.AObVisitor" title="Link to this definition">¶</a></dt>
@@ -417,9 +417,9 @@ <h2 id="domainlab-algos-observers-a-observer-module">domainlab.algos.observers.a
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-observers-b-obvisitor-module">
-<h2 id="domainlab-algos-observers-b-obvisitor-module">domainlab.algos.observers.b_obvisitor module<a class="headerlink" href="#domainlab-algos-observers-b-obvisitor-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.observers.b_obvisitor">observer and visitor pattern, responsible train, validation, test
+<section id="module-domainlab.algos.observers.b_obvisitor">
+<span id="domainlab-algos-observers-b-obvisitor-module"></span><h2 id="module-domainlab.algos.observers.b_obvisitor">domainlab.algos.observers.b_obvisitor module<a class="headerlink" href="#module-domainlab.algos.observers.b_obvisitor" title="Link to this heading">¶</a></h2>
+<p>observer and visitor pattern, responsible train, validation, test
 dispatch performance evaluation to model,
 dispatch model selection to model selection object</p>
 <dl class="py class">
@@ -469,9 +469,9 @@ <h2 id="domainlab-algos-observers-b-obvisitor-module">domainlab.algos.observers.
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-observers-c-obvisitor-cleanup-module">
-<h2 id="domainlab-algos-observers-c-obvisitor-cleanup-module">domainlab.algos.observers.c_obvisitor_cleanup module<a class="headerlink" href="#domainlab-algos-observers-c-obvisitor-cleanup-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.algos.observers.c_obvisitor_cleanup">
+<section id="module-domainlab.algos.observers.c_obvisitor_cleanup">
+<span id="domainlab-algos-observers-c-obvisitor-cleanup-module"></span><h2 id="module-domainlab.algos.observers.c_obvisitor_cleanup">domainlab.algos.observers.c_obvisitor_cleanup module<a class="headerlink" href="#module-domainlab.algos.observers.c_obvisitor_cleanup" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.observers.c_obvisitor_cleanup.ObVisitorCleanUp">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.observers.c_obvisitor_cleanup.</span></span><span class="sig-name descname"><span class="pre">ObVisitorCleanUp</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">observer</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/observers/c_obvisitor_cleanup.html#ObVisitorCleanUp"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.observers.c_obvisitor_cleanup.ObVisitorCleanUp" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#domainlab.algos.observers.a_observer.AObVisitor" title="domainlab.algos.observers.a_observer.AObVisitor"><code class="xref py py-class docutils literal notranslate"><span class="pre">AObVisitor</span></code></a></p>
@@ -498,9 +498,9 @@ <h2 id="domainlab-algos-observers-c-obvisitor-cleanup-module">domainlab.algos.ob
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-observers-c-obvisitor-gen-module">
-<h2 id="domainlab-algos-observers-c-obvisitor-gen-module">domainlab.algos.observers.c_obvisitor_gen module<a class="headerlink" href="#domainlab-algos-observers-c-obvisitor-gen-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.algos.observers.c_obvisitor_gen">
+<section id="module-domainlab.algos.observers.c_obvisitor_gen">
+<span id="domainlab-algos-observers-c-obvisitor-gen-module"></span><h2 id="module-domainlab.algos.observers.c_obvisitor_gen">domainlab.algos.observers.c_obvisitor_gen module<a class="headerlink" href="#module-domainlab.algos.observers.c_obvisitor_gen" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.observers.c_obvisitor_gen.ObVisitorGen">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.observers.c_obvisitor_gen.</span></span><span class="sig-name descname"><span class="pre">ObVisitorGen</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_sel</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/observers/c_obvisitor_gen.html#ObVisitorGen"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.observers.c_obvisitor_gen.ObVisitorGen" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#domainlab.algos.observers.b_obvisitor.ObVisitor" title="domainlab.algos.observers.b_obvisitor.ObVisitor"><code class="xref py py-class docutils literal notranslate"><span class="pre">ObVisitor</span></code></a></p>
@@ -512,9 +512,9 @@ <h2 id="domainlab-algos-observers-c-obvisitor-gen-module">domainlab.algos.observ
 </dd></dl>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.algos.observers"></span></section>
+<section id="module-domainlab.algos.observers">
+<span id="module-contents"></span><h2 id="module-domainlab.algos.observers">Module contents<a class="headerlink" href="#module-domainlab.algos.observers" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -536,7 +536,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.algos.msels package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.algos.msels package </span>
               </div>
             </a>
           
@@ -546,7 +546,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.algos.trainers package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.algos.trainers package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -564,7 +564,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.algos.trainers.html b/docs/build/html/domainlab.algos.trainers.html
index 1b72acd03..df4310f92 100644
--- a/docs/build/html/domainlab.algos.trainers.html
+++ b/docs/build/html/domainlab.algos.trainers.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.algos.trainers package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -290,7 +290,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-algos-trainers--page-root" class="md-nav__link">domainlab.algos.trainers package</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -298,7 +298,7 @@
         </li>
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-trainers-a-trainer-module" class="md-nav__link">domainlab.algos.trainers.a_trainer module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.trainers.a_trainer" class="md-nav__link">domainlab.algos.trainers.a_trainer module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.trainers.a_trainer.AbstractTrainer" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">AbstractTrainer</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -342,13 +342,13 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-trainers-args-dial-module" class="md-nav__link">domainlab.algos.trainers.args_dial module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.trainers.args_dial" class="md-nav__link">domainlab.algos.trainers.args_dial module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.trainers.args_dial.add_args2parser_dial" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">add_args2parser_dial()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-trainers-hyper-scheduler-module" class="md-nav__link">domainlab.algos.trainers.hyper_scheduler module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.trainers.hyper_scheduler" class="md-nav__link">domainlab.algos.trainers.hyper_scheduler module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.trainers.hyper_scheduler.HyperSchedulerWarmupExponential" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">HyperSchedulerWarmupExponential</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -366,7 +366,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-trainers-train-basic-module" class="md-nav__link">domainlab.algos.trainers.train_basic module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.trainers.train_basic" class="md-nav__link">domainlab.algos.trainers.train_basic module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.trainers.train_basic.TrainerBasic" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">TrainerBasic</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -390,7 +390,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-trainers-train-dial-module" class="md-nav__link">domainlab.algos.trainers.train_dial module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.trainers.train_dial" class="md-nav__link">domainlab.algos.trainers.train_dial module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.trainers.train_dial.TrainerDIAL" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">TrainerDIAL</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -400,7 +400,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-trainers-train-hyper-scheduler-module" class="md-nav__link">domainlab.algos.trainers.train_hyper_scheduler module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.trainers.train_hyper_scheduler" class="md-nav__link">domainlab.algos.trainers.train_hyper_scheduler module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.trainers.train_hyper_scheduler.TrainerHyperScheduler" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">TrainerHyperScheduler</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -416,7 +416,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-trainers-train-matchdg-module" class="md-nav__link">domainlab.algos.trainers.train_matchdg module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.trainers.train_matchdg" class="md-nav__link">domainlab.algos.trainers.train_matchdg module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.trainers.train_matchdg.TrainerMatchDG" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">TrainerMatchDG</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -436,7 +436,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-trainers-train-mldg-module" class="md-nav__link">domainlab.algos.trainers.train_mldg module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.trainers.train_mldg" class="md-nav__link">domainlab.algos.trainers.train_mldg module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.trainers.train_mldg.TrainerMLDG" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">TrainerMLDG</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -450,13 +450,13 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-algos-trainers-zoo-trainer-module" class="md-nav__link">domainlab.algos.trainers.zoo_trainer module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.algos.trainers.zoo_trainer" class="md-nav__link">domainlab.algos.trainers.zoo_trainer module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.algos.trainers.zoo_trainer.TrainerChainNodeGetter" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">TrainerChainNodeGetter</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.algos.trainers" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -477,15 +477,15 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.algos.trainers.compos.html">domainlab.algos.trainers.compos package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.compos.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.compos.html#domainlab-algos-trainers-compos-matchdg-args-module">domainlab.algos.trainers.compos.matchdg_args module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.compos.html#module-domainlab.algos.trainers.compos.matchdg_args">domainlab.algos.trainers.compos.matchdg_args module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.compos.html#domainlab.algos.trainers.compos.matchdg_args.add_args2parser_matchdg"><code class="docutils literal notranslate"><span class="pre">add_args2parser_matchdg()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.compos.html#domainlab-algos-trainers-compos-matchdg-match-module">domainlab.algos.trainers.compos.matchdg_match module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.compos.html#module-domainlab.algos.trainers.compos.matchdg_match">domainlab.algos.trainers.compos.matchdg_match module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.compos.html#domainlab.algos.trainers.compos.matchdg_match.MatchPair"><code class="docutils literal notranslate"><span class="pre">MatchPair</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.compos.html#domainlab-algos-trainers-compos-matchdg-utils-module">domainlab.algos.trainers.compos.matchdg_utils module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.compos.html#module-domainlab.algos.trainers.compos.matchdg_utils">domainlab.algos.trainers.compos.matchdg_utils module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.compos.html#domainlab.algos.trainers.compos.matchdg_utils.MatchDictInit"><code class="docutils literal notranslate"><span class="pre">MatchDictInit</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.compos.html#domainlab.algos.trainers.compos.matchdg_utils.MatchDictInit.get_num_rows"><code class="docutils literal notranslate"><span class="pre">MatchDictInit.get_num_rows()</span></code></a></li>
 </ul>
@@ -504,7 +504,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.compos.html#domainlab.algos.trainers.compos.matchdg_utils.get_base_domain_size4match_dg"><code class="docutils literal notranslate"><span class="pre">get_base_domain_size4match_dg()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.compos.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.trainers.compos.html#module-domainlab.algos.trainers.compos">Module contents</a></li>
 </ul>
 </li>
 </ul>
@@ -513,9 +513,9 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-algos-trainers-a-trainer-module">
-<h2 id="domainlab-algos-trainers-a-trainer-module">domainlab.algos.trainers.a_trainer module<a class="headerlink" href="#domainlab-algos-trainers-a-trainer-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.trainers.a_trainer">Base Class for trainer</p>
+<section id="module-domainlab.algos.trainers.a_trainer">
+<span id="domainlab-algos-trainers-a-trainer-module"></span><h2 id="module-domainlab.algos.trainers.a_trainer">domainlab.algos.trainers.a_trainer module<a class="headerlink" href="#module-domainlab.algos.trainers.a_trainer" title="Link to this heading">¶</a></h2>
+<p>Base Class for trainer</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.trainers.a_trainer.AbstractTrainer">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.trainers.a_trainer.</span></span><span class="sig-name descname"><span class="pre">AbstractTrainer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">successor_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extend</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/trainers/a_trainer.html#AbstractTrainer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.trainers.a_trainer.AbstractTrainer" title="Link to this definition">¶</a></dt>
@@ -636,18 +636,18 @@ <h2 id="domainlab-algos-trainers-a-trainer-module">domainlab.algos.trainers.a_tr
 <dd><p>create optimizer</p>
 </dd></dl>
 </section>
-<section id="domainlab-algos-trainers-args-dial-module">
-<h2 id="domainlab-algos-trainers-args-dial-module">domainlab.algos.trainers.args_dial module<a class="headerlink" href="#domainlab-algos-trainers-args-dial-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.trainers.args_dial">domain invariant adversarial trainer hyper-parmaeters</p>
+<section id="module-domainlab.algos.trainers.args_dial">
+<span id="domainlab-algos-trainers-args-dial-module"></span><h2 id="module-domainlab.algos.trainers.args_dial">domainlab.algos.trainers.args_dial module<a class="headerlink" href="#module-domainlab.algos.trainers.args_dial" title="Link to this heading">¶</a></h2>
+<p>domain invariant adversarial trainer hyper-parmaeters</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.algos.trainers.args_dial.add_args2parser_dial">
 <span class="sig-prename descclassname"><span class="pre">domainlab.algos.trainers.args_dial.</span></span><span class="sig-name descname"><span class="pre">add_args2parser_dial</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parser</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/trainers/args_dial.html#add_args2parser_dial"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.trainers.args_dial.add_args2parser_dial" title="Link to this definition">¶</a></dt>
 <dd><p>append hyper-parameters to the main argparser</p>
 </dd></dl>
 </section>
-<section id="domainlab-algos-trainers-hyper-scheduler-module">
-<h2 id="domainlab-algos-trainers-hyper-scheduler-module">domainlab.algos.trainers.hyper_scheduler module<a class="headerlink" href="#domainlab-algos-trainers-hyper-scheduler-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.trainers.hyper_scheduler">update hyper-parameters during training</p>
+<section id="module-domainlab.algos.trainers.hyper_scheduler">
+<span id="domainlab-algos-trainers-hyper-scheduler-module"></span><h2 id="module-domainlab.algos.trainers.hyper_scheduler">domainlab.algos.trainers.hyper_scheduler module<a class="headerlink" href="#module-domainlab.algos.trainers.hyper_scheduler" title="Link to this heading">¶</a></h2>
+<p>update hyper-parameters during training</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.trainers.hyper_scheduler.HyperSchedulerWarmupExponential">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.trainers.hyper_scheduler.</span></span><span class="sig-name descname"><span class="pre">HyperSchedulerWarmupExponential</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">trainer</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/trainers/hyper_scheduler.html#HyperSchedulerWarmupExponential"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.trainers.hyper_scheduler.HyperSchedulerWarmupExponential" title="Link to this definition">¶</a></dt>
@@ -680,9 +680,9 @@ <h2 id="domainlab-algos-trainers-hyper-scheduler-module">domainlab.algos.trainer
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-trainers-train-basic-module">
-<h2 id="domainlab-algos-trainers-train-basic-module">domainlab.algos.trainers.train_basic module<a class="headerlink" href="#domainlab-algos-trainers-train-basic-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.trainers.train_basic">basic trainer</p>
+<section id="module-domainlab.algos.trainers.train_basic">
+<span id="domainlab-algos-trainers-train-basic-module"></span><h2 id="module-domainlab.algos.trainers.train_basic">domainlab.algos.trainers.train_basic module<a class="headerlink" href="#module-domainlab.algos.trainers.train_basic" title="Link to this heading">¶</a></h2>
+<p>basic trainer</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.trainers.train_basic.TrainerBasic">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.trainers.train_basic.</span></span><span class="sig-name descname"><span class="pre">TrainerBasic</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">successor_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extend</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/trainers/train_basic.html#TrainerBasic"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.trainers.train_basic.TrainerBasic" title="Link to this definition">¶</a></dt>
@@ -734,9 +734,9 @@ <h2 id="domainlab-algos-trainers-train-basic-module">domainlab.algos.trainers.tr
 <span class="sig-prename descclassname"><span class="pre">domainlab.algos.trainers.train_basic.</span></span><span class="sig-name descname"><span class="pre">list_divide</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">list_val</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">scalar</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/trainers/train_basic.html#list_divide"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.trainers.train_basic.list_divide" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 </section>
-<section id="domainlab-algos-trainers-train-dial-module">
-<h2 id="domainlab-algos-trainers-train-dial-module">domainlab.algos.trainers.train_dial module<a class="headerlink" href="#domainlab-algos-trainers-train-dial-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.trainers.train_dial">use random start to generate adversarial images</p>
+<section id="module-domainlab.algos.trainers.train_dial">
+<span id="domainlab-algos-trainers-train-dial-module"></span><h2 id="module-domainlab.algos.trainers.train_dial">domainlab.algos.trainers.train_dial module<a class="headerlink" href="#module-domainlab.algos.trainers.train_dial" title="Link to this heading">¶</a></h2>
+<p>use random start to generate adversarial images</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.trainers.train_dial.TrainerDIAL">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.trainers.train_dial.</span></span><span class="sig-name descname"><span class="pre">TrainerDIAL</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">successor_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extend</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/trainers/train_dial.html#TrainerDIAL"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.trainers.train_dial.TrainerDIAL" title="Link to this definition">¶</a></dt>
@@ -751,9 +751,9 @@ <h2 id="domainlab-algos-trainers-train-dial-module">domainlab.algos.trainers.tra
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-trainers-train-hyper-scheduler-module">
-<h2 id="domainlab-algos-trainers-train-hyper-scheduler-module">domainlab.algos.trainers.train_hyper_scheduler module<a class="headerlink" href="#domainlab-algos-trainers-train-hyper-scheduler-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.trainers.train_hyper_scheduler">update hyper-parameters during training</p>
+<section id="module-domainlab.algos.trainers.train_hyper_scheduler">
+<span id="domainlab-algos-trainers-train-hyper-scheduler-module"></span><h2 id="module-domainlab.algos.trainers.train_hyper_scheduler">domainlab.algos.trainers.train_hyper_scheduler module<a class="headerlink" href="#module-domainlab.algos.trainers.train_hyper_scheduler" title="Link to this heading">¶</a></h2>
+<p>update hyper-parameters during training</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.trainers.train_hyper_scheduler.TrainerHyperScheduler">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.trainers.train_hyper_scheduler.</span></span><span class="sig-name descname"><span class="pre">TrainerHyperScheduler</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">successor_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extend</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/trainers/train_hyper_scheduler.html#TrainerHyperScheduler"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.trainers.train_hyper_scheduler.TrainerHyperScheduler" title="Link to this definition">¶</a></dt>
@@ -793,9 +793,9 @@ <h2 id="domainlab-algos-trainers-train-hyper-scheduler-module">domainlab.algos.t
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-trainers-train-matchdg-module">
-<h2 id="domainlab-algos-trainers-train-matchdg-module">domainlab.algos.trainers.train_matchdg module<a class="headerlink" href="#domainlab-algos-trainers-train-matchdg-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.trainers.train_matchdg">trainer matchdg</p>
+<section id="module-domainlab.algos.trainers.train_matchdg">
+<span id="domainlab-algos-trainers-train-matchdg-module"></span><h2 id="module-domainlab.algos.trainers.train_matchdg">domainlab.algos.trainers.train_matchdg module<a class="headerlink" href="#module-domainlab.algos.trainers.train_matchdg" title="Link to this heading">¶</a></h2>
+<p>trainer matchdg</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.trainers.train_matchdg.TrainerMatchDG">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.trainers.train_matchdg.</span></span><span class="sig-name descname"><span class="pre">TrainerMatchDG</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">successor_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extend</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/trainers/train_matchdg.html#TrainerMatchDG"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.trainers.train_matchdg.TrainerMatchDG" title="Link to this definition">¶</a></dt>
@@ -833,9 +833,9 @@ <h2 id="domainlab-algos-trainers-train-matchdg-module">domainlab.algos.trainers.
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-trainers-train-mldg-module">
-<h2 id="domainlab-algos-trainers-train-mldg-module">domainlab.algos.trainers.train_mldg module<a class="headerlink" href="#domainlab-algos-trainers-train-mldg-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.trainers.train_mldg">Meta Learning Domain Generalization</p>
+<section id="module-domainlab.algos.trainers.train_mldg">
+<span id="domainlab-algos-trainers-train-mldg-module"></span><h2 id="module-domainlab.algos.trainers.train_mldg">domainlab.algos.trainers.train_mldg module<a class="headerlink" href="#module-domainlab.algos.trainers.train_mldg" title="Link to this heading">¶</a></h2>
+<p>Meta Learning Domain Generalization</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.trainers.train_mldg.TrainerMLDG">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.trainers.train_mldg.</span></span><span class="sig-name descname"><span class="pre">TrainerMLDG</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">successor_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extend</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/trainers/train_mldg.html#TrainerMLDG"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.trainers.train_mldg.TrainerMLDG" title="Link to this definition">¶</a></dt>
@@ -862,9 +862,9 @@ <h2 id="domainlab-algos-trainers-train-mldg-module">domainlab.algos.trainers.tra
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-algos-trainers-zoo-trainer-module">
-<h2 id="domainlab-algos-trainers-zoo-trainer-module">domainlab.algos.trainers.zoo_trainer module<a class="headerlink" href="#domainlab-algos-trainers-zoo-trainer-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.algos.trainers.zoo_trainer">select trainer</p>
+<section id="module-domainlab.algos.trainers.zoo_trainer">
+<span id="domainlab-algos-trainers-zoo-trainer-module"></span><h2 id="module-domainlab.algos.trainers.zoo_trainer">domainlab.algos.trainers.zoo_trainer module<a class="headerlink" href="#module-domainlab.algos.trainers.zoo_trainer" title="Link to this heading">¶</a></h2>
+<p>select trainer</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.algos.trainers.zoo_trainer.TrainerChainNodeGetter">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.algos.trainers.zoo_trainer.</span></span><span class="sig-name descname"><span class="pre">TrainerChainNodeGetter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">str_trainer</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/algos/trainers/zoo_trainer.html#TrainerChainNodeGetter"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.algos.trainers.zoo_trainer.TrainerChainNodeGetter" title="Link to this definition">¶</a></dt>
@@ -873,9 +873,9 @@ <h2 id="domainlab-algos-trainers-zoo-trainer-module">domainlab.algos.trainers.zo
 after ‘Trainer’ is the name to be passed to args.trainer.</p>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.algos.trainers"></span></section>
+<section id="module-domainlab.algos.trainers">
+<span id="module-contents"></span><h2 id="module-domainlab.algos.trainers">Module contents<a class="headerlink" href="#module-domainlab.algos.trainers" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -897,7 +897,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.algos.observers package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.algos.observers package </span>
               </div>
             </a>
           
@@ -907,7 +907,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.algos.trainers.compos package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.algos.trainers.compos package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -925,7 +925,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.compos.html b/docs/build/html/domainlab.compos.html
index a5a2aeca7..3a3af191e 100644
--- a/docs/build/html/domainlab.compos.html
+++ b/docs/build/html/domainlab.compos.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.compos package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -289,7 +289,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-compos--page-root" class="md-nav__link">domainlab.compos package</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -297,7 +297,7 @@
         </li>
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-a-nn-builder-module" class="md-nav__link">domainlab.compos.a_nn_builder module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.a_nn_builder" class="md-nav__link">domainlab.compos.a_nn_builder module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.a_nn_builder.AbstractFeatExtractNNBuilderChainNode" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">AbstractFeatExtractNNBuilderChainNode</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -309,37 +309,37 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-builder-nn-alex-module" class="md-nav__link">domainlab.compos.builder_nn_alex module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.builder_nn_alex" class="md-nav__link">domainlab.compos.builder_nn_alex module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.builder_nn_alex.mkNodeFeatExtractNNBuilderNameAlex" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">mkNodeFeatExtractNNBuilderNameAlex()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-builder-nn-conv-bn-relu-2-module" class="md-nav__link">domainlab.compos.builder_nn_conv_bn_relu_2 module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.builder_nn_conv_bn_relu_2" class="md-nav__link">domainlab.compos.builder_nn_conv_bn_relu_2 module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.builder_nn_conv_bn_relu_2.mkNodeFeatExtractNNBuilderNameConvBnRelu2" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">mkNodeFeatExtractNNBuilderNameConvBnRelu2()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-builder-nn-external-from-file-module" class="md-nav__link">domainlab.compos.builder_nn_external_from_file module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.builder_nn_external_from_file" class="md-nav__link">domainlab.compos.builder_nn_external_from_file module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.builder_nn_external_from_file.mkNodeFeatExtractNNBuilderExternFromFile" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">mkNodeFeatExtractNNBuilderExternFromFile()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-utils-conv-get-flat-dim-module" class="md-nav__link">domainlab.compos.utils_conv_get_flat_dim module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.utils_conv_get_flat_dim" class="md-nav__link">domainlab.compos.utils_conv_get_flat_dim module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.utils_conv_get_flat_dim.get_flat_dim" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">get_flat_dim()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-zoo-nn-module" class="md-nav__link">domainlab.compos.zoo_nn module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.zoo_nn" class="md-nav__link">domainlab.compos.zoo_nn module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.zoo_nn.FeatExtractNNBuilderChainNodeGetter" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">FeatExtractNNBuilderChainNodeGetter</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.compos" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -360,7 +360,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.compos.nn_zoo.html">domainlab.compos.nn_zoo package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab-compos-nn-zoo-net-adversarial-module">domainlab.compos.nn_zoo.net_adversarial module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo.net_adversarial">domainlab.compos.nn_zoo.net_adversarial module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.net_adversarial.AutoGradFunMultiply"><code class="docutils literal notranslate"><span class="pre">AutoGradFunMultiply</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.net_adversarial.AutoGradFunMultiply.backward"><code class="docutils literal notranslate"><span class="pre">AutoGradFunMultiply.backward()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.net_adversarial.AutoGradFunMultiply.forward"><code class="docutils literal notranslate"><span class="pre">AutoGradFunMultiply.forward()</span></code></a></li>
@@ -377,14 +377,14 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab-compos-nn-zoo-net-classif-module">domainlab.compos.nn_zoo.net_classif module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo.net_classif">domainlab.compos.nn_zoo.net_classif module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.net_classif.ClassifDropoutReluLinear"><code class="docutils literal notranslate"><span class="pre">ClassifDropoutReluLinear</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.net_classif.ClassifDropoutReluLinear.forward"><code class="docutils literal notranslate"><span class="pre">ClassifDropoutReluLinear.forward()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab-compos-nn-zoo-net-conv-conv-bn-pool-2-module">domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2 module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2">domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2 module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2.NetConvBnReluPool2L"><code class="docutils literal notranslate"><span class="pre">NetConvBnReluPool2L</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2.NetConvBnReluPool2L.forward"><code class="docutils literal notranslate"><span class="pre">NetConvBnReluPool2L.forward()</span></code></a></li>
 </ul>
@@ -396,7 +396,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2.mk_conv_bn_relu_pool"><code class="docutils literal notranslate"><span class="pre">mk_conv_bn_relu_pool()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab-compos-nn-zoo-net-gated-module">domainlab.compos.nn_zoo.net_gated module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo.net_gated">domainlab.compos.nn_zoo.net_gated module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.net_gated.Conv2d"><code class="docutils literal notranslate"><span class="pre">Conv2d</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.net_gated.Conv2d.forward"><code class="docutils literal notranslate"><span class="pre">Conv2d.forward()</span></code></a></li>
 </ul>
@@ -411,7 +411,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab-compos-nn-zoo-nn-module">domainlab.compos.nn_zoo.nn module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo.nn">domainlab.compos.nn_zoo.nn module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.nn.DenseNet"><code class="docutils literal notranslate"><span class="pre">DenseNet</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.nn.DenseNet.forward"><code class="docutils literal notranslate"><span class="pre">DenseNet.forward()</span></code></a></li>
 </ul>
@@ -422,7 +422,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab-compos-nn-zoo-nn-alex-module">domainlab.compos.nn_zoo.nn_alex module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo.nn_alex">domainlab.compos.nn_zoo.nn_alex module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.nn_alex.Alex4DeepAll"><code class="docutils literal notranslate"><span class="pre">Alex4DeepAll</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.nn_alex.AlexNetBase"><code class="docutils literal notranslate"><span class="pre">AlexNetBase</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.nn_alex.AlexNetBase.fetch_net"><code class="docutils literal notranslate"><span class="pre">AlexNetBase.fetch_net()</span></code></a></li>
@@ -431,7 +431,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.nn_alex.AlexNetNoLastLayer"><code class="docutils literal notranslate"><span class="pre">AlexNetNoLastLayer</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab-compos-nn-zoo-nn-torchvision-module">domainlab.compos.nn_zoo.nn_torchvision module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo.nn_torchvision">domainlab.compos.nn_zoo.nn_torchvision module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.nn_torchvision.NetTorchVisionBase"><code class="docutils literal notranslate"><span class="pre">NetTorchVisionBase</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.nn_torchvision.NetTorchVisionBase.fetch_net"><code class="docutils literal notranslate"><span class="pre">NetTorchVisionBase.fetch_net()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab.compos.nn_zoo.nn_torchvision.NetTorchVisionBase.forward"><code class="docutils literal notranslate"><span class="pre">NetTorchVisionBase.forward()</span></code></a></li>
@@ -440,12 +440,12 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.compos.pcr.html">domainlab.compos.pcr package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.compos.pcr.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.pcr.html#domainlab-compos-pcr-p-chain-handler-module">domainlab.compos.pcr.p_chain_handler module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.pcr.html#module-domainlab.compos.pcr.p_chain_handler">domainlab.compos.pcr.p_chain_handler module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.pcr.html#domainlab.compos.pcr.p_chain_handler.AbstractChainNodeHandler"><code class="docutils literal notranslate"><span class="pre">AbstractChainNodeHandler</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.pcr.html#domainlab.compos.pcr.p_chain_handler.AbstractChainNodeHandler.handle"><code class="docutils literal notranslate"><span class="pre">AbstractChainNodeHandler.handle()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.pcr.html#domainlab.compos.pcr.p_chain_handler.AbstractChainNodeHandler.init_business"><code class="docutils literal notranslate"><span class="pre">AbstractChainNodeHandler.init_business()</span></code></a></li>
@@ -474,46 +474,46 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.pcr.html#domainlab-compos-pcr-request-module">domainlab.compos.pcr.request module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.pcr.html#module-domainlab.compos.pcr.request">domainlab.compos.pcr.request module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.pcr.html#domainlab.compos.pcr.request.RequestArgs2ExpCmd"><code class="docutils literal notranslate"><span class="pre">RequestArgs2ExpCmd</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.pcr.html#domainlab.compos.pcr.request.RequestTask"><code class="docutils literal notranslate"><span class="pre">RequestTask</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.pcr.html#domainlab.compos.pcr.request.RequestVAEBuilderCHW"><code class="docutils literal notranslate"><span class="pre">RequestVAEBuilderCHW</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.pcr.html#domainlab.compos.pcr.request.RequestVAEBuilderNN"><code class="docutils literal notranslate"><span class="pre">RequestVAEBuilderNN</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.pcr.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.pcr.html#module-domainlab.compos.pcr">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.compos.vae.html">domainlab.compos.vae package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#subpackages">Subpackages</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html">domainlab.compos.vae.compos package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-module">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-gated-conv-module">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-decoder-cond-prior-module">domainlab.compos.vae.compos.decoder_cond_prior module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-decoder-losses-module">domainlab.compos.vae.compos.decoder_losses module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-module">domainlab.compos.vae.compos.encoder module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-dirichlet-module">domainlab.compos.vae.compos.encoder_dirichlet module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-domain-topic-module">domainlab.compos.vae.compos.encoder_domain_topic module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-domain-topic-img2topic-module">domainlab.compos.vae.compos.encoder_domain_topic_img2topic module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-domain-topic-img-topic2zd-module">domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-xyd-parallel-module">domainlab.compos.vae.compos.encoder_xyd_parallel module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-xydt-elevator-module">domainlab.compos.vae.compos.encoder_xydt_elevator module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-zy-module">domainlab.compos.vae.compos.encoder_zy module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.decoder_cond_prior">domainlab.compos.vae.compos.decoder_cond_prior module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.decoder_losses">domainlab.compos.vae.compos.decoder_losses module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder">domainlab.compos.vae.compos.encoder module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder_dirichlet">domainlab.compos.vae.compos.encoder_dirichlet module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder_domain_topic">domainlab.compos.vae.compos.encoder_domain_topic module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder_domain_topic_img2topic">domainlab.compos.vae.compos.encoder_domain_topic_img2topic module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd">domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder_xyd_parallel">domainlab.compos.vae.compos.encoder_xyd_parallel module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder_xydt_elevator">domainlab.compos.vae.compos.encoder_xydt_elevator module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder_zy">domainlab.compos.vae.compos.encoder_zy module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos">Module contents</a></li>
 </ul>
 </li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-a-model-builder-module">domainlab.compos.vae.a_model_builder module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.a_model_builder">domainlab.compos.vae.a_model_builder module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.a_model_builder.AbstractModelBuilderChainNode"><code class="docutils literal notranslate"><span class="pre">AbstractModelBuilderChainNode</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.a_model_builder.AbstractModelBuilderChainNode.config"><code class="docutils literal notranslate"><span class="pre">AbstractModelBuilderChainNode.config()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-a-vae-builder-module">domainlab.compos.vae.a_vae_builder module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.a_vae_builder">domainlab.compos.vae.a_vae_builder module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.a_vae_builder.AbstractVAEBuilderChainNode"><code class="docutils literal notranslate"><span class="pre">AbstractVAEBuilderChainNode</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.a_vae_builder.AbstractVAEBuilderChainNode.build_decoder"><code class="docutils literal notranslate"><span class="pre">AbstractVAEBuilderChainNode.build_decoder()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.a_vae_builder.AbstractVAEBuilderChainNode.build_encoder"><code class="docutils literal notranslate"><span class="pre">AbstractVAEBuilderChainNode.build_encoder()</span></code></a></li>
@@ -522,7 +522,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-c-vae-adaptor-model-recon-module">domainlab.compos.vae.c_vae_adaptor_model_recon module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.c_vae_adaptor_model_recon">domainlab.compos.vae.c_vae_adaptor_model_recon module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.c_vae_adaptor_model_recon.AdaptorReconVAEXYD"><code class="docutils literal notranslate"><span class="pre">AdaptorReconVAEXYD</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.c_vae_adaptor_model_recon.AdaptorReconVAEXYD.cal_latent"><code class="docutils literal notranslate"><span class="pre">AdaptorReconVAEXYD.cal_latent()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.c_vae_adaptor_model_recon.AdaptorReconVAEXYD.cal_prior_zd"><code class="docutils literal notranslate"><span class="pre">AdaptorReconVAEXYD.cal_prior_zd()</span></code></a></li>
@@ -532,7 +532,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-c-vae-builder-classif-module">domainlab.compos.vae.c_vae_builder_classif module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.c_vae_builder_classif">domainlab.compos.vae.c_vae_builder_classif module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.c_vae_builder_classif.ChainNodeVAEBuilderClassifCondPrior"><code class="docutils literal notranslate"><span class="pre">ChainNodeVAEBuilderClassifCondPrior</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.c_vae_builder_classif.ChainNodeVAEBuilderClassifCondPrior.build_decoder"><code class="docutils literal notranslate"><span class="pre">ChainNodeVAEBuilderClassifCondPrior.build_decoder()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.c_vae_builder_classif.ChainNodeVAEBuilderClassifCondPrior.build_encoder"><code class="docutils literal notranslate"><span class="pre">ChainNodeVAEBuilderClassifCondPrior.build_encoder()</span></code></a></li>
@@ -543,7 +543,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-c-vae-recon-module">domainlab.compos.vae.c_vae_recon module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.c_vae_recon">domainlab.compos.vae.c_vae_recon module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.c_vae_recon.ReconVAEXYD"><code class="docutils literal notranslate"><span class="pre">ReconVAEXYD</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.c_vae_recon.ReconVAEXYD.recon"><code class="docutils literal notranslate"><span class="pre">ReconVAEXYD.recon()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.c_vae_recon.ReconVAEXYD.recon_cf"><code class="docutils literal notranslate"><span class="pre">ReconVAEXYD.recon_cf()</span></code></a></li>
@@ -551,11 +551,11 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-utils-request-chain-builder-module">domainlab.compos.vae.utils_request_chain_builder module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.utils_request_chain_builder">domainlab.compos.vae.utils_request_chain_builder module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.utils_request_chain_builder.VAEChainNodeGetter"><code class="docutils literal notranslate"><span class="pre">VAEChainNodeGetter</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-zoo-vae-builders-classif-module">domainlab.compos.vae.zoo_vae_builders_classif module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.zoo_vae_builders_classif">domainlab.compos.vae.zoo_vae_builders_classif module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.zoo_vae_builders_classif.ChainNodeVAEBuilderClassifCondPriorBase"><code class="docutils literal notranslate"><span class="pre">ChainNodeVAEBuilderClassifCondPriorBase</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.zoo_vae_builders_classif.ChainNodeVAEBuilderClassifCondPriorBase.build_decoder"><code class="docutils literal notranslate"><span class="pre">ChainNodeVAEBuilderClassifCondPriorBase.build_decoder()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.zoo_vae_builders_classif.ChainNodeVAEBuilderClassifCondPriorBase.build_encoder"><code class="docutils literal notranslate"><span class="pre">ChainNodeVAEBuilderClassifCondPriorBase.build_encoder()</span></code></a></li>
@@ -585,7 +585,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-zoo-vae-builders-classif-topic-module">domainlab.compos.vae.zoo_vae_builders_classif_topic module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.zoo_vae_builders_classif_topic">domainlab.compos.vae.zoo_vae_builders_classif_topic module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.zoo_vae_builders_classif_topic.NodeVAEBuilderImgTopic"><code class="docutils literal notranslate"><span class="pre">NodeVAEBuilderImgTopic</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.zoo_vae_builders_classif_topic.NodeVAEBuilderImgTopic.build_decoder"><code class="docutils literal notranslate"><span class="pre">NodeVAEBuilderImgTopic.build_decoder()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab.compos.vae.zoo_vae_builders_classif_topic.NodeVAEBuilderImgTopic.build_encoder"><code class="docutils literal notranslate"><span class="pre">NodeVAEBuilderImgTopic.build_encoder()</span></code></a></li>
@@ -594,7 +594,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae">Module contents</a></li>
 </ul>
 </li>
 </ul>
@@ -603,9 +603,9 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-compos-a-nn-builder-module">
-<h2 id="domainlab-compos-a-nn-builder-module">domainlab.compos.a_nn_builder module<a class="headerlink" href="#domainlab-compos-a-nn-builder-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.a_nn_builder">Integrate Chain-of-Responsibility and Builder Pattern for feature extract</p>
+<section id="module-domainlab.compos.a_nn_builder">
+<span id="domainlab-compos-a-nn-builder-module"></span><h2 id="module-domainlab.compos.a_nn_builder">domainlab.compos.a_nn_builder module<a class="headerlink" href="#module-domainlab.compos.a_nn_builder" title="Link to this heading">¶</a></h2>
+<p>Integrate Chain-of-Responsibility and Builder Pattern for feature extract</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.a_nn_builder.AbstractFeatExtractNNBuilderChainNode">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.a_nn_builder.</span></span><span class="sig-name descname"><span class="pre">AbstractFeatExtractNNBuilderChainNode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">successor_node</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/a_nn_builder.html#AbstractFeatExtractNNBuilderChainNode"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.a_nn_builder.AbstractFeatExtractNNBuilderChainNode" title="Link to this definition">¶</a></dt>
@@ -637,16 +637,16 @@ <h2 id="domainlab-compos-a-nn-builder-module">domainlab.compos.a_nn_builder modu
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-builder-nn-alex-module">
-<h2 id="domainlab-compos-builder-nn-alex-module">domainlab.compos.builder_nn_alex module<a class="headerlink" href="#domainlab-compos-builder-nn-alex-module" title="Link to this heading">¶</a></h2>
-<dl class="py function" id="module-domainlab.compos.builder_nn_alex">
+<section id="module-domainlab.compos.builder_nn_alex">
+<span id="domainlab-compos-builder-nn-alex-module"></span><h2 id="module-domainlab.compos.builder_nn_alex">domainlab.compos.builder_nn_alex module<a class="headerlink" href="#module-domainlab.compos.builder_nn_alex" title="Link to this heading">¶</a></h2>
+<dl class="py function">
 <dt class="sig sig-object py" id="domainlab.compos.builder_nn_alex.mkNodeFeatExtractNNBuilderNameAlex">
 <span class="sig-prename descclassname"><span class="pre">domainlab.compos.builder_nn_alex.</span></span><span class="sig-name descname"><span class="pre">mkNodeFeatExtractNNBuilderNameAlex</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">arg_name4net</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">arg_val</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/builder_nn_alex.html#mkNodeFeatExtractNNBuilderNameAlex"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.builder_nn_alex.mkNodeFeatExtractNNBuilderNameAlex" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 </section>
-<section id="domainlab-compos-builder-nn-conv-bn-relu-2-module">
-<h2 id="domainlab-compos-builder-nn-conv-bn-relu-2-module">domainlab.compos.builder_nn_conv_bn_relu_2 module<a class="headerlink" href="#domainlab-compos-builder-nn-conv-bn-relu-2-module" title="Link to this heading">¶</a></h2>
-<dl class="py function" id="module-domainlab.compos.builder_nn_conv_bn_relu_2">
+<section id="module-domainlab.compos.builder_nn_conv_bn_relu_2">
+<span id="domainlab-compos-builder-nn-conv-bn-relu-2-module"></span><h2 id="module-domainlab.compos.builder_nn_conv_bn_relu_2">domainlab.compos.builder_nn_conv_bn_relu_2 module<a class="headerlink" href="#module-domainlab.compos.builder_nn_conv_bn_relu_2" title="Link to this heading">¶</a></h2>
+<dl class="py function">
 <dt class="sig sig-object py" id="domainlab.compos.builder_nn_conv_bn_relu_2.mkNodeFeatExtractNNBuilderNameConvBnRelu2">
 <span class="sig-prename descclassname"><span class="pre">domainlab.compos.builder_nn_conv_bn_relu_2.</span></span><span class="sig-name descname"><span class="pre">mkNodeFeatExtractNNBuilderNameConvBnRelu2</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">arg_name4net</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">arg_val</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">conv_stride</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/builder_nn_conv_bn_relu_2.html#mkNodeFeatExtractNNBuilderNameConvBnRelu2"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.builder_nn_conv_bn_relu_2.mkNodeFeatExtractNNBuilderNameConvBnRelu2" title="Link to this definition">¶</a></dt>
 <dd><p>mkNodeFeatExtractNNBuilderNameConvBnRelu2.
@@ -660,9 +660,9 @@ <h2 id="domainlab-compos-builder-nn-conv-bn-relu-2-module">domainlab.compos.buil
 :param i_w:</p>
 </dd></dl>
 </section>
-<section id="domainlab-compos-builder-nn-external-from-file-module">
-<h2 id="domainlab-compos-builder-nn-external-from-file-module">domainlab.compos.builder_nn_external_from_file module<a class="headerlink" href="#domainlab-compos-builder-nn-external-from-file-module" title="Link to this heading">¶</a></h2>
-<dl class="py function" id="module-domainlab.compos.builder_nn_external_from_file">
+<section id="module-domainlab.compos.builder_nn_external_from_file">
+<span id="domainlab-compos-builder-nn-external-from-file-module"></span><h2 id="module-domainlab.compos.builder_nn_external_from_file">domainlab.compos.builder_nn_external_from_file module<a class="headerlink" href="#module-domainlab.compos.builder_nn_external_from_file" title="Link to this heading">¶</a></h2>
+<dl class="py function">
 <dt class="sig sig-object py" id="domainlab.compos.builder_nn_external_from_file.mkNodeFeatExtractNNBuilderExternFromFile">
 <span class="sig-prename descclassname"><span class="pre">domainlab.compos.builder_nn_external_from_file.</span></span><span class="sig-name descname"><span class="pre">mkNodeFeatExtractNNBuilderExternFromFile</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">arg_name_net_path</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/builder_nn_external_from_file.html#mkNodeFeatExtractNNBuilderExternFromFile"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.builder_nn_external_from_file.mkNodeFeatExtractNNBuilderExternFromFile" title="Link to this definition">¶</a></dt>
 <dd><p>for each algorithm, there might exist different feature extractors, e.g.
@@ -670,9 +670,9 @@ <h2 id="domainlab-compos-builder-nn-external-from-file-module">domainlab.compos.
 extractor</p>
 </dd></dl>
 </section>
-<section id="domainlab-compos-utils-conv-get-flat-dim-module">
-<h2 id="domainlab-compos-utils-conv-get-flat-dim-module">domainlab.compos.utils_conv_get_flat_dim module<a class="headerlink" href="#domainlab-compos-utils-conv-get-flat-dim-module" title="Link to this heading">¶</a></h2>
-<dl class="py function" id="module-domainlab.compos.utils_conv_get_flat_dim">
+<section id="module-domainlab.compos.utils_conv_get_flat_dim">
+<span id="domainlab-compos-utils-conv-get-flat-dim-module"></span><h2 id="module-domainlab.compos.utils_conv_get_flat_dim">domainlab.compos.utils_conv_get_flat_dim module<a class="headerlink" href="#module-domainlab.compos.utils_conv_get_flat_dim" title="Link to this heading">¶</a></h2>
+<dl class="py function">
 <dt class="sig sig-object py" id="domainlab.compos.utils_conv_get_flat_dim.get_flat_dim">
 <span class="sig-prename descclassname"><span class="pre">domainlab.compos.utils_conv_get_flat_dim.</span></span><span class="sig-name descname"><span class="pre">get_flat_dim</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">module</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_channel</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_h</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_w</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batchsize</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">5</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/utils_conv_get_flat_dim.html#get_flat_dim"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.utils_conv_get_flat_dim.get_flat_dim" title="Link to this definition">¶</a></dt>
 <dd><p>flat the convolution layer output and get the flat dimension for fully
@@ -684,9 +684,9 @@ <h2 id="domainlab-compos-utils-conv-get-flat-dim-module">domainlab.compos.utils_
 :param batchsize:</p>
 </dd></dl>
 </section>
-<section id="domainlab-compos-zoo-nn-module">
-<h2 id="domainlab-compos-zoo-nn-module">domainlab.compos.zoo_nn module<a class="headerlink" href="#domainlab-compos-zoo-nn-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.zoo_nn">
+<section id="module-domainlab.compos.zoo_nn">
+<span id="domainlab-compos-zoo-nn-module"></span><h2 id="module-domainlab.compos.zoo_nn">domainlab.compos.zoo_nn module<a class="headerlink" href="#module-domainlab.compos.zoo_nn" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.zoo_nn.FeatExtractNNBuilderChainNodeGetter">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.zoo_nn.</span></span><span class="sig-name descname"><span class="pre">FeatExtractNNBuilderChainNodeGetter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">arg_name_of_net</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">arg_path_of_net</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/zoo_nn.html#FeatExtractNNBuilderChainNodeGetter"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.zoo_nn.FeatExtractNNBuilderChainNodeGetter" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
@@ -694,9 +694,9 @@ <h2 id="domainlab-compos-zoo-nn-module">domainlab.compos.zoo_nn module<a class="
 3. Return selected node</p>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.compos"></span></section>
+<section id="module-domainlab.compos">
+<span id="module-contents"></span><h2 id="module-domainlab.compos">Module contents<a class="headerlink" href="#module-domainlab.compos" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -718,7 +718,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.algos.trainers.compos package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.algos.trainers.compos package </span>
               </div>
             </a>
           
@@ -728,7 +728,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.compos.nn_zoo package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.compos.nn_zoo package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -746,7 +746,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.compos.nn_zoo.html b/docs/build/html/domainlab.compos.nn_zoo.html
index 3bcb5a959..23e208372 100644
--- a/docs/build/html/domainlab.compos.nn_zoo.html
+++ b/docs/build/html/domainlab.compos.nn_zoo.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.compos.nn_zoo package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -290,13 +290,13 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-compos-nn-zoo--page-root" class="md-nav__link">domainlab.compos.nn_zoo package</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-nn-zoo-net-adversarial-module" class="md-nav__link">domainlab.compos.nn_zoo.net_adversarial module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.nn_zoo.net_adversarial" class="md-nav__link">domainlab.compos.nn_zoo.net_adversarial module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.nn_zoo.net_adversarial.AutoGradFunMultiply" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">AutoGradFunMultiply</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -322,7 +322,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-nn-zoo-net-classif-module" class="md-nav__link">domainlab.compos.nn_zoo.net_classif module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.nn_zoo.net_classif" class="md-nav__link">domainlab.compos.nn_zoo.net_classif module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.nn_zoo.net_classif.ClassifDropoutReluLinear" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">ClassifDropoutReluLinear</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -332,7 +332,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-nn-zoo-net-conv-conv-bn-pool-2-module" class="md-nav__link">domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2 module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2" class="md-nav__link">domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2 module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2.NetConvBnReluPool2L" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NetConvBnReluPool2L</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -350,7 +350,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-nn-zoo-net-gated-module" class="md-nav__link">domainlab.compos.nn_zoo.net_gated module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.nn_zoo.net_gated" class="md-nav__link">domainlab.compos.nn_zoo.net_gated module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.nn_zoo.net_gated.Conv2d" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">Conv2d</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -372,7 +372,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-nn-zoo-nn-module" class="md-nav__link">domainlab.compos.nn_zoo.nn module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.nn_zoo.nn" class="md-nav__link">domainlab.compos.nn_zoo.nn module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.nn_zoo.nn.DenseNet" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">DenseNet</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -388,7 +388,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-nn-zoo-nn-alex-module" class="md-nav__link">domainlab.compos.nn_zoo.nn_alex module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.nn_zoo.nn_alex" class="md-nav__link">domainlab.compos.nn_zoo.nn_alex module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.nn_zoo.nn_alex.Alex4DeepAll" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">Alex4DeepAll</span></code></a>
         </li>
@@ -402,7 +402,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-nn-zoo-nn-torchvision-module" class="md-nav__link">domainlab.compos.nn_zoo.nn_torchvision module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.nn_zoo.nn_torchvision" class="md-nav__link">domainlab.compos.nn_zoo.nn_torchvision module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.nn_zoo.nn_torchvision.NetTorchVisionBase" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NetTorchVisionBase</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -416,7 +416,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.compos.nn_zoo" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -434,9 +434,9 @@ <h1 id="domainlab-compos-nn-zoo--page-root">domainlab.compos.nn_zoo package<a cl
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-compos-nn-zoo-net-adversarial-module">
-<h2 id="domainlab-compos-nn-zoo-net-adversarial-module">domainlab.compos.nn_zoo.net_adversarial module<a class="headerlink" href="#domainlab-compos-nn-zoo-net-adversarial-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.nn_zoo.net_adversarial">
+<section id="module-domainlab.compos.nn_zoo.net_adversarial">
+<span id="domainlab-compos-nn-zoo-net-adversarial-module"></span><h2 id="module-domainlab.compos.nn_zoo.net_adversarial">domainlab.compos.nn_zoo.net_adversarial module<a class="headerlink" href="#module-domainlab.compos.nn_zoo.net_adversarial" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.nn_zoo.net_adversarial.AutoGradFunMultiply">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.nn_zoo.net_adversarial.</span></span><span class="sig-name descname"><span class="pre">AutoGradFunMultiply</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/nn_zoo/net_adversarial.html#AutoGradFunMultiply"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.nn_zoo.net_adversarial.AutoGradFunMultiply" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Function</span></code></p>
@@ -539,9 +539,9 @@ <h2 id="domainlab-compos-nn-zoo-net-adversarial-module">domainlab.compos.nn_zoo.
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-nn-zoo-net-classif-module">
-<h2 id="domainlab-compos-nn-zoo-net-classif-module">domainlab.compos.nn_zoo.net_classif module<a class="headerlink" href="#domainlab-compos-nn-zoo-net-classif-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.nn_zoo.net_classif">Classifier</p>
+<section id="module-domainlab.compos.nn_zoo.net_classif">
+<span id="domainlab-compos-nn-zoo-net-classif-module"></span><h2 id="module-domainlab.compos.nn_zoo.net_classif">domainlab.compos.nn_zoo.net_classif module<a class="headerlink" href="#module-domainlab.compos.nn_zoo.net_classif" title="Link to this heading">¶</a></h2>
+<p>Classifier</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.nn_zoo.net_classif.ClassifDropoutReluLinear">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.nn_zoo.net_classif.</span></span><span class="sig-name descname"><span class="pre">ClassifDropoutReluLinear</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">z_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target_dim</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/nn_zoo/net_classif.html#ClassifDropoutReluLinear"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.nn_zoo.net_classif.ClassifDropoutReluLinear" title="Link to this definition">¶</a></dt>
@@ -558,9 +558,9 @@ <h2 id="domainlab-compos-nn-zoo-net-classif-module">domainlab.compos.nn_zoo.net_
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-nn-zoo-net-conv-conv-bn-pool-2-module">
-<h2 id="domainlab-compos-nn-zoo-net-conv-conv-bn-pool-2-module">domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2 module<a class="headerlink" href="#domainlab-compos-nn-zoo-net-conv-conv-bn-pool-2-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2">In PyTorch, images are represented as [channels, height, width]</p>
+<section id="module-domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2">
+<span id="domainlab-compos-nn-zoo-net-conv-conv-bn-pool-2-module"></span><h2 id="module-domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2">domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2 module<a class="headerlink" href="#module-domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2" title="Link to this heading">¶</a></h2>
+<p>In PyTorch, images are represented as [channels, height, width]</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2.NetConvBnReluPool2L">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2.</span></span><span class="sig-name descname"><span class="pre">NetConvBnReluPool2L</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">i_c</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_h</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_w</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">conv_stride</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim_out_h</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/nn_zoo/net_conv_conv_bn_pool_2.html#NetConvBnReluPool2L"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2.NetConvBnReluPool2L" title="Link to this definition">¶</a></dt>
@@ -605,9 +605,9 @@ <h2 id="domainlab-compos-nn-zoo-net-conv-conv-bn-pool-2-module">domainlab.compos
 :param max_pool_stride:</p>
 </dd></dl>
 </section>
-<section id="domainlab-compos-nn-zoo-net-gated-module">
-<h2 id="domainlab-compos-nn-zoo-net-gated-module">domainlab.compos.nn_zoo.net_gated module<a class="headerlink" href="#domainlab-compos-nn-zoo-net-gated-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.nn_zoo.net_gated">
+<section id="module-domainlab.compos.nn_zoo.net_gated">
+<span id="domainlab-compos-nn-zoo-net-gated-module"></span><h2 id="module-domainlab.compos.nn_zoo.net_gated">domainlab.compos.nn_zoo.net_gated module<a class="headerlink" href="#module-domainlab.compos.nn_zoo.net_gated" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.nn_zoo.net_gated.Conv2d">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.nn_zoo.net_gated.</span></span><span class="sig-name descname"><span class="pre">Conv2d</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_channels</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_channels</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">kernel_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">stride</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">padding</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dilation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">activation</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bias</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/nn_zoo/net_gated.html#Conv2d"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.nn_zoo.net_gated.Conv2d" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Module</span></code></p>
@@ -662,9 +662,9 @@ <h2 id="domainlab-compos-nn-zoo-net-gated-module">domainlab.compos.nn_zoo.net_ga
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-nn-zoo-nn-module">
-<h2 id="domainlab-compos-nn-zoo-nn-module">domainlab.compos.nn_zoo.nn module<a class="headerlink" href="#domainlab-compos-nn-zoo-nn-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.nn_zoo.nn">
+<section id="module-domainlab.compos.nn_zoo.nn">
+<span id="domainlab-compos-nn-zoo-nn-module"></span><h2 id="module-domainlab.compos.nn_zoo.nn">domainlab.compos.nn_zoo.nn module<a class="headerlink" href="#module-domainlab.compos.nn_zoo.nn" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.nn_zoo.nn.DenseNet">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.nn_zoo.nn.</span></span><span class="sig-name descname"><span class="pre">DenseNet</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_flat_size</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">out_hidden_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1024</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">last_feat_dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">4096</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">p_dropout</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.5</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/nn_zoo/nn.html#DenseNet"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.nn_zoo.nn.DenseNet" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Module</span></code></p>
@@ -695,9 +695,9 @@ <h2 id="domainlab-compos-nn-zoo-nn-module">domainlab.compos.nn_zoo.nn module<a c
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-nn-zoo-nn-alex-module">
-<h2 id="domainlab-compos-nn-zoo-nn-alex-module">domainlab.compos.nn_zoo.nn_alex module<a class="headerlink" href="#domainlab-compos-nn-zoo-nn-alex-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.nn_zoo.nn_alex">
+<section id="module-domainlab.compos.nn_zoo.nn_alex">
+<span id="domainlab-compos-nn-zoo-nn-alex-module"></span><h2 id="module-domainlab.compos.nn_zoo.nn_alex">domainlab.compos.nn_zoo.nn_alex module<a class="headerlink" href="#module-domainlab.compos.nn_zoo.nn_alex" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.nn_zoo.nn_alex.Alex4DeepAll">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.nn_zoo.nn_alex.</span></span><span class="sig-name descname"><span class="pre">Alex4DeepAll</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">flag_pretrain</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim_y</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/nn_zoo/nn_alex.html#Alex4DeepAll"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.nn_zoo.nn_alex.Alex4DeepAll" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#domainlab.compos.nn_zoo.nn_alex.AlexNetBase" title="domainlab.compos.nn_zoo.nn_alex.AlexNetBase"><code class="xref py py-class docutils literal notranslate"><span class="pre">AlexNetBase</span></code></a></p>
@@ -750,9 +750,9 @@ <h2 id="domainlab-compos-nn-zoo-nn-alex-module">domainlab.compos.nn_zoo.nn_alex
 model so it is fair for comparison</p>
 </dd></dl>
 </section>
-<section id="domainlab-compos-nn-zoo-nn-torchvision-module">
-<h2 id="domainlab-compos-nn-zoo-nn-torchvision-module">domainlab.compos.nn_zoo.nn_torchvision module<a class="headerlink" href="#domainlab-compos-nn-zoo-nn-torchvision-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.nn_zoo.nn_torchvision">
+<section id="module-domainlab.compos.nn_zoo.nn_torchvision">
+<span id="domainlab-compos-nn-zoo-nn-torchvision-module"></span><h2 id="module-domainlab.compos.nn_zoo.nn_torchvision">domainlab.compos.nn_zoo.nn_torchvision module<a class="headerlink" href="#module-domainlab.compos.nn_zoo.nn_torchvision" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.nn_zoo.nn_torchvision.NetTorchVisionBase">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.nn_zoo.nn_torchvision.</span></span><span class="sig-name descname"><span class="pre">NetTorchVisionBase</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">flag_pretrain</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/nn_zoo/nn_torchvision.html#NetTorchVisionBase"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.nn_zoo.nn_torchvision.NetTorchVisionBase" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Module</span></code></p>
@@ -773,9 +773,9 @@ <h2 id="domainlab-compos-nn-zoo-nn-torchvision-module">domainlab.compos.nn_zoo.n
 </dd></dl>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.compos.nn_zoo"></span></section>
+<section id="module-domainlab.compos.nn_zoo">
+<span id="module-contents"></span><h2 id="module-domainlab.compos.nn_zoo">Module contents<a class="headerlink" href="#module-domainlab.compos.nn_zoo" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -797,7 +797,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.compos package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.compos package </span>
               </div>
             </a>
           
@@ -807,7 +807,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.compos.pcr package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.compos.pcr package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -825,7 +825,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.compos.pcr.html b/docs/build/html/domainlab.compos.pcr.html
index e9713050a..29df37ebf 100644
--- a/docs/build/html/domainlab.compos.pcr.html
+++ b/docs/build/html/domainlab.compos.pcr.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.compos.pcr package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -290,13 +290,13 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-compos-pcr--page-root" class="md-nav__link">domainlab.compos.pcr package</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-pcr-p-chain-handler-module" class="md-nav__link">domainlab.compos.pcr.p_chain_handler module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.pcr.p_chain_handler" class="md-nav__link">domainlab.compos.pcr.p_chain_handler module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.pcr.p_chain_handler.AbstractChainNodeHandler" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">AbstractChainNodeHandler</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -342,7 +342,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-pcr-request-module" class="md-nav__link">domainlab.compos.pcr.request module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.pcr.request" class="md-nav__link">domainlab.compos.pcr.request module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.pcr.request.RequestArgs2ExpCmd" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">RequestArgs2ExpCmd</span></code></a>
         </li>
@@ -354,7 +354,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.compos.pcr" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -372,9 +372,9 @@ <h1 id="domainlab-compos-pcr--page-root">domainlab.compos.pcr package<a class="h
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-compos-pcr-p-chain-handler-module">
-<h2 id="domainlab-compos-pcr-p-chain-handler-module">domainlab.compos.pcr.p_chain_handler module<a class="headerlink" href="#domainlab-compos-pcr-p-chain-handler-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.pcr.p_chain_handler">Chain of Responsibility</p>
+<section id="module-domainlab.compos.pcr.p_chain_handler">
+<span id="domainlab-compos-pcr-p-chain-handler-module"></span><h2 id="module-domainlab.compos.pcr.p_chain_handler">domainlab.compos.pcr.p_chain_handler module<a class="headerlink" href="#module-domainlab.compos.pcr.p_chain_handler" title="Link to this heading">¶</a></h2>
+<p>Chain of Responsibility</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.pcr.p_chain_handler.AbstractChainNodeHandler">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.pcr.p_chain_handler.</span></span><span class="sig-name descname"><span class="pre">AbstractChainNodeHandler</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">success_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/pcr/p_chain_handler.html#AbstractChainNodeHandler"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.pcr.p_chain_handler.AbstractChainNodeHandler" title="Link to this definition">¶</a></dt>
@@ -495,9 +495,9 @@ <h2 id="domainlab-compos-pcr-p-chain-handler-module">domainlab.compos.pcr.p_chai
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-pcr-request-module">
-<h2 id="domainlab-compos-pcr-request-module">domainlab.compos.pcr.request module<a class="headerlink" href="#domainlab-compos-pcr-request-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.pcr.request">
+<section id="module-domainlab.compos.pcr.request">
+<span id="domainlab-compos-pcr-request-module"></span><h2 id="module-domainlab.compos.pcr.request">domainlab.compos.pcr.request module<a class="headerlink" href="#module-domainlab.compos.pcr.request" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.pcr.request.RequestArgs2ExpCmd">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.pcr.request.</span></span><span class="sig-name descname"><span class="pre">RequestArgs2ExpCmd</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">args</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/pcr/request.html#RequestArgs2ExpCmd"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.pcr.request.RequestArgs2ExpCmd" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
@@ -523,9 +523,9 @@ <h2 id="domainlab-compos-pcr-request-module">domainlab.compos.pcr.request module
 <p>creates request when input does not come from command-line (args) but from test_exp file</p>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.compos.pcr"></span></section>
+<section id="module-domainlab.compos.pcr">
+<span id="module-contents"></span><h2 id="module-domainlab.compos.pcr">Module contents<a class="headerlink" href="#module-domainlab.compos.pcr" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -547,7 +547,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.compos.nn_zoo package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.compos.nn_zoo package </span>
               </div>
             </a>
           
@@ -557,7 +557,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.compos.vae package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.compos.vae package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -575,7 +575,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.compos.vae.compos.html b/docs/build/html/domainlab.compos.vae.compos.html
index 5b29083ad..a13c172b1 100644
--- a/docs/build/html/domainlab.compos.vae.compos.html
+++ b/docs/build/html/domainlab.compos.vae.compos.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.compos.vae.compos package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -291,13 +291,13 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-compos-vae-compos--page-root" class="md-nav__link">domainlab.compos.vae.compos package</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-module" class="md-nav__link">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv" class="md-nav__link">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv.DecoderConcatLatentFcReshapeConv" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">DecoderConcatLatentFcReshapeConv</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -313,13 +313,13 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-gated-conv-module" class="md-nav__link">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv" class="md-nav__link">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv.DecoderConcatLatentFCReshapeConvGatedConv" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">DecoderConcatLatentFCReshapeConvGatedConv</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-compos-decoder-cond-prior-module" class="md-nav__link">domainlab.compos.vae.compos.decoder_cond_prior module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.compos.decoder_cond_prior" class="md-nav__link">domainlab.compos.vae.compos.decoder_cond_prior module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.compos.decoder_cond_prior.LSCondPriorLinearBnReluLinearSoftPlus" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">LSCondPriorLinearBnReluLinearSoftPlus</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -329,13 +329,13 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-compos-decoder-losses-module" class="md-nav__link">domainlab.compos.vae.compos.decoder_losses module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.compos.decoder_losses" class="md-nav__link">domainlab.compos.vae.compos.decoder_losses module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.compos.decoder_losses.NLLPixelLogistic256" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NLLPixelLogistic256</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-compos-encoder-module" class="md-nav__link">domainlab.compos.vae.compos.encoder module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.compos.encoder" class="md-nav__link">domainlab.compos.vae.compos.encoder module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.compos.encoder.LSEncoderConvBnReluPool" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">LSEncoderConvBnReluPool</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -351,7 +351,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-compos-encoder-dirichlet-module" class="md-nav__link">domainlab.compos.vae.compos.encoder_dirichlet module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.compos.encoder_dirichlet" class="md-nav__link">domainlab.compos.vae.compos.encoder_dirichlet module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.compos.encoder_dirichlet.EncoderH2Dirichlet" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">EncoderH2Dirichlet</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -361,7 +361,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-compos-encoder-domain-topic-module" class="md-nav__link">domainlab.compos.vae.compos.encoder_domain_topic module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.compos.encoder_domain_topic" class="md-nav__link">domainlab.compos.vae.compos.encoder_domain_topic module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.compos.encoder_domain_topic.EncoderImg2TopicDirZd" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">EncoderImg2TopicDirZd</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -371,7 +371,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-compos-encoder-domain-topic-img2topic-module" class="md-nav__link">domainlab.compos.vae.compos.encoder_domain_topic_img2topic module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.compos.encoder_domain_topic_img2topic" class="md-nav__link">domainlab.compos.vae.compos.encoder_domain_topic_img2topic module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.compos.encoder_domain_topic_img2topic.EncoderImg2TopicDistri" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">EncoderImg2TopicDistri</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -381,7 +381,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-compos-encoder-domain-topic-img-topic2zd-module" class="md-nav__link">domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd" class="md-nav__link">domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd.EncoderSandwichTopicImg2Zd" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">EncoderSandwichTopicImg2Zd</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -391,7 +391,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-compos-encoder-xyd-parallel-module" class="md-nav__link">domainlab.compos.vae.compos.encoder_xyd_parallel module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.compos.encoder_xyd_parallel" class="md-nav__link">domainlab.compos.vae.compos.encoder_xyd_parallel module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.compos.encoder_xyd_parallel.XYDEncoderParallel" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">XYDEncoderParallel</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -411,7 +411,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-compos-encoder-xydt-elevator-module" class="md-nav__link">domainlab.compos.vae.compos.encoder_xydt_elevator module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.compos.encoder_xydt_elevator" class="md-nav__link">domainlab.compos.vae.compos.encoder_xydt_elevator module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.compos.encoder_xydt_elevator.XYDTEncoderArg" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">XYDTEncoderArg</span></code></a>
         </li>
@@ -427,7 +427,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-compos-encoder-zy-module" class="md-nav__link">domainlab.compos.vae.compos.encoder_zy module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.compos.encoder_zy" class="md-nav__link">domainlab.compos.vae.compos.encoder_zy module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.compos.encoder_zy.EncoderConnectLastFeatLayer2Z" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">EncoderConnectLastFeatLayer2Z</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -437,7 +437,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.compos" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -455,9 +455,9 @@ <h1 id="domainlab-compos-vae-compos--page-root">domainlab.compos.vae.compos pack
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-module">
-<h2 id="domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-module">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv module<a class="headerlink" href="#domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv">decoder which takes concatenated latent representation</p>
+<section id="module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv">
+<span id="domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-module"></span><h2 id="module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv module<a class="headerlink" href="#module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv" title="Link to this heading">¶</a></h2>
+<p>decoder which takes concatenated latent representation</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv.DecoderConcatLatentFcReshapeConv">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv.</span></span><span class="sig-name descname"><span class="pre">DecoderConcatLatentFcReshapeConv</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">z_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_c</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_h</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_w</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cls_fun_nll_p_x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">net_fc_z2flat_img</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">net_conv</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">net_p_x_mean</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">net_p_x_log_var</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/vae/compos/decoder_concat_vec_reshape_conv.html#DecoderConcatLatentFcReshapeConv"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv.DecoderConcatLatentFcReshapeConv" title="Link to this definition">¶</a></dt>
@@ -492,9 +492,9 @@ <h2 id="domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-module">doma
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-gated-conv-module">
-<h2 id="domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-gated-conv-module">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv module<a class="headerlink" href="#domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-gated-conv-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv">Bridge Pattern: Separation of interface and implementation.
+<section id="module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv">
+<span id="domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-gated-conv-module"></span><h2 id="module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv module<a class="headerlink" href="#module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv" title="Link to this heading">¶</a></h2>
+<p>Bridge Pattern: Separation of interface and implementation.
 This class is using one implementation to feed into parent class constructor.</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv.DecoderConcatLatentFCReshapeConvGatedConv">
@@ -506,9 +506,9 @@ <h2 id="domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-gated-conv-m
 to get the textures of the original image</p>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-compos-decoder-cond-prior-module">
-<h2 id="domainlab-compos-vae-compos-decoder-cond-prior-module">domainlab.compos.vae.compos.decoder_cond_prior module<a class="headerlink" href="#domainlab-compos-vae-compos-decoder-cond-prior-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.vae.compos.decoder_cond_prior">
+<section id="module-domainlab.compos.vae.compos.decoder_cond_prior">
+<span id="domainlab-compos-vae-compos-decoder-cond-prior-module"></span><h2 id="module-domainlab.compos.vae.compos.decoder_cond_prior">domainlab.compos.vae.compos.decoder_cond_prior module<a class="headerlink" href="#module-domainlab.compos.vae.compos.decoder_cond_prior" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.compos.decoder_cond_prior.LSCondPriorLinearBnReluLinearSoftPlus">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.vae.compos.decoder_cond_prior.</span></span><span class="sig-name descname"><span class="pre">LSCondPriorLinearBnReluLinearSoftPlus</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hyper_prior_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">z_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hidden_dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/vae/compos/decoder_cond_prior.html#LSCondPriorLinearBnReluLinearSoftPlus"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.vae.compos.decoder_cond_prior.LSCondPriorLinearBnReluLinearSoftPlus" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Module</span></code></p>
@@ -520,9 +520,9 @@ <h2 id="domainlab-compos-vae-compos-decoder-cond-prior-module">domainlab.compos.
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-compos-decoder-losses-module">
-<h2 id="domainlab-compos-vae-compos-decoder-losses-module">domainlab.compos.vae.compos.decoder_losses module<a class="headerlink" href="#domainlab-compos-vae-compos-decoder-losses-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.vae.compos.decoder_losses">Upon pixel wise mean and variance</p>
+<section id="module-domainlab.compos.vae.compos.decoder_losses">
+<span id="domainlab-compos-vae-compos-decoder-losses-module"></span><h2 id="module-domainlab.compos.vae.compos.decoder_losses">domainlab.compos.vae.compos.decoder_losses module<a class="headerlink" href="#module-domainlab.compos.vae.compos.decoder_losses" title="Link to this heading">¶</a></h2>
+<p>Upon pixel wise mean and variance</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.compos.decoder_losses.NLLPixelLogistic256">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.vae.compos.decoder_losses.</span></span><span class="sig-name descname"><span class="pre">NLLPixelLogistic256</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">reduce_dims</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">(1,</span> <span class="pre">2,</span> <span class="pre">3)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bin_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.00390625</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/vae/compos/decoder_losses.html#NLLPixelLogistic256"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.vae.compos.decoder_losses.NLLPixelLogistic256" title="Link to this definition">¶</a></dt>
@@ -535,9 +535,9 @@ <h2 id="domainlab-compos-vae-compos-decoder-losses-module">domainlab.compos.vae.
 # <a class="reference external" href="https://github.com/openai/iaf/blob/master/tf_utils/distributions.py#L29">https://github.com/openai/iaf/blob/master/tf_utils/distributions.py#L29</a></p>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-compos-encoder-module">
-<h2 id="domainlab-compos-vae-compos-encoder-module">domainlab.compos.vae.compos.encoder module<a class="headerlink" href="#domainlab-compos-vae-compos-encoder-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.vae.compos.encoder">Pytorch image: i_channel, i_h, i_w
+<section id="module-domainlab.compos.vae.compos.encoder">
+<span id="domainlab-compos-vae-compos-encoder-module"></span><h2 id="module-domainlab.compos.vae.compos.encoder">domainlab.compos.vae.compos.encoder module<a class="headerlink" href="#module-domainlab.compos.vae.compos.encoder" title="Link to this heading">¶</a></h2>
+<p>Pytorch image: i_channel, i_h, i_w
 Location-Scale Encoder: SoftPlus</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.compos.encoder.LSEncoderConvBnReluPool">
@@ -567,9 +567,9 @@ <h2 id="domainlab-compos-vae-compos-encoder-module">domainlab.compos.vae.compos.
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-compos-encoder-dirichlet-module">
-<h2 id="domainlab-compos-vae-compos-encoder-dirichlet-module">domainlab.compos.vae.compos.encoder_dirichlet module<a class="headerlink" href="#domainlab-compos-vae-compos-encoder-dirichlet-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.vae.compos.encoder_dirichlet">
+<section id="module-domainlab.compos.vae.compos.encoder_dirichlet">
+<span id="domainlab-compos-vae-compos-encoder-dirichlet-module"></span><h2 id="module-domainlab.compos.vae.compos.encoder_dirichlet">domainlab.compos.vae.compos.encoder_dirichlet module<a class="headerlink" href="#module-domainlab.compos.vae.compos.encoder_dirichlet" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.compos.encoder_dirichlet.EncoderH2Dirichlet">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.vae.compos.encoder_dirichlet.</span></span><span class="sig-name descname"><span class="pre">EncoderH2Dirichlet</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dim_h</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim_topic</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/vae/compos/encoder_dirichlet.html#EncoderH2Dirichlet"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.vae.compos.encoder_dirichlet.EncoderH2Dirichlet" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Module</span></code></p>
@@ -585,9 +585,9 @@ <h2 id="domainlab-compos-vae-compos-encoder-dirichlet-module">domainlab.compos.v
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-compos-encoder-domain-topic-module">
-<h2 id="domainlab-compos-vae-compos-encoder-domain-topic-module">domainlab.compos.vae.compos.encoder_domain_topic module<a class="headerlink" href="#domainlab-compos-vae-compos-encoder-domain-topic-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.vae.compos.encoder_domain_topic">
+<section id="module-domainlab.compos.vae.compos.encoder_domain_topic">
+<span id="domainlab-compos-vae-compos-encoder-domain-topic-module"></span><h2 id="module-domainlab.compos.vae.compos.encoder_domain_topic">domainlab.compos.vae.compos.encoder_domain_topic module<a class="headerlink" href="#module-domainlab.compos.vae.compos.encoder_domain_topic" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.compos.encoder_domain_topic.EncoderImg2TopicDirZd">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.vae.compos.encoder_domain_topic.</span></span><span class="sig-name descname"><span class="pre">EncoderImg2TopicDirZd</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">i_c</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_h</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_w</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_topics</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">zd_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">topic_h_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">img_h_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">args</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/vae/compos/encoder_domain_topic.html#EncoderImg2TopicDirZd"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.vae.compos.encoder_domain_topic.EncoderImg2TopicDirZd" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Module</span></code></p>
@@ -599,9 +599,9 @@ <h2 id="domainlab-compos-vae-compos-encoder-domain-topic-module">domainlab.compo
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-compos-encoder-domain-topic-img2topic-module">
-<h2 id="domainlab-compos-vae-compos-encoder-domain-topic-img2topic-module">domainlab.compos.vae.compos.encoder_domain_topic_img2topic module<a class="headerlink" href="#domainlab-compos-vae-compos-encoder-domain-topic-img2topic-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.vae.compos.encoder_domain_topic_img2topic">
+<section id="module-domainlab.compos.vae.compos.encoder_domain_topic_img2topic">
+<span id="domainlab-compos-vae-compos-encoder-domain-topic-img2topic-module"></span><h2 id="module-domainlab.compos.vae.compos.encoder_domain_topic_img2topic">domainlab.compos.vae.compos.encoder_domain_topic_img2topic module<a class="headerlink" href="#module-domainlab.compos.vae.compos.encoder_domain_topic_img2topic" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.compos.encoder_domain_topic_img2topic.EncoderImg2TopicDistri">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.vae.compos.encoder_domain_topic_img2topic.</span></span><span class="sig-name descname"><span class="pre">EncoderImg2TopicDistri</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">i_c</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_h</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_w</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_topics</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">img_h_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">args</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/vae/compos/encoder_domain_topic_img2topic.html#EncoderImg2TopicDistri"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.vae.compos.encoder_domain_topic_img2topic.EncoderImg2TopicDistri" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Module</span></code></p>
@@ -619,9 +619,9 @@ <h2 id="domainlab-compos-vae-compos-encoder-domain-topic-img2topic-module">domai
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-compos-encoder-domain-topic-img-topic2zd-module">
-<h2 id="domainlab-compos-vae-compos-encoder-domain-topic-img-topic2zd-module">domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd module<a class="headerlink" href="#domainlab-compos-vae-compos-encoder-domain-topic-img-topic2zd-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd">
+<section id="module-domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd">
+<span id="domainlab-compos-vae-compos-encoder-domain-topic-img-topic2zd-module"></span><h2 id="module-domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd">domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd module<a class="headerlink" href="#module-domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd.EncoderSandwichTopicImg2Zd">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd.</span></span><span class="sig-name descname"><span class="pre">EncoderSandwichTopicImg2Zd</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">zd_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_c</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_h</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_w</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_topics</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">topic_h_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">img_h_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">args</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/vae/compos/encoder_domain_topic_img_topic2zd.html#EncoderSandwichTopicImg2Zd"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd.EncoderSandwichTopicImg2Zd" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Module</span></code></p>
@@ -641,9 +641,9 @@ <h2 id="domainlab-compos-vae-compos-encoder-domain-topic-img-topic2zd-module">do
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-compos-encoder-xyd-parallel-module">
-<h2 id="domainlab-compos-vae-compos-encoder-xyd-parallel-module">domainlab.compos.vae.compos.encoder_xyd_parallel module<a class="headerlink" href="#domainlab-compos-vae-compos-encoder-xyd-parallel-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.vae.compos.encoder_xyd_parallel">
+<section id="module-domainlab.compos.vae.compos.encoder_xyd_parallel">
+<span id="domainlab-compos-vae-compos-encoder-xyd-parallel-module"></span><h2 id="module-domainlab.compos.vae.compos.encoder_xyd_parallel">domainlab.compos.vae.compos.encoder_xyd_parallel module<a class="headerlink" href="#module-domainlab.compos.vae.compos.encoder_xyd_parallel" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.compos.encoder_xyd_parallel.XYDEncoderParallel">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.vae.compos.encoder_xyd_parallel.</span></span><span class="sig-name descname"><span class="pre">XYDEncoderParallel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">net_infer_zd</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">net_infer_zx</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">net_infer_zy</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/vae/compos/encoder_xyd_parallel.html#XYDEncoderParallel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.vae.compos.encoder_xyd_parallel.XYDEncoderParallel" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Module</span></code></p>
@@ -691,9 +691,9 @@ <h2 id="domainlab-compos-vae-compos-encoder-xyd-parallel-module">domainlab.compo
 <p>This class only reimplemented constructor of parent class</p>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-compos-encoder-xydt-elevator-module">
-<h2 id="domainlab-compos-vae-compos-encoder-xydt-elevator-module">domainlab.compos.vae.compos.encoder_xydt_elevator module<a class="headerlink" href="#domainlab-compos-vae-compos-encoder-xydt-elevator-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.vae.compos.encoder_xydt_elevator">
+<section id="module-domainlab.compos.vae.compos.encoder_xydt_elevator">
+<span id="domainlab-compos-vae-compos-encoder-xydt-elevator-module"></span><h2 id="module-domainlab.compos.vae.compos.encoder_xydt_elevator">domainlab.compos.vae.compos.encoder_xydt_elevator module<a class="headerlink" href="#module-domainlab.compos.vae.compos.encoder_xydt_elevator" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.compos.encoder_xydt_elevator.XYDTEncoderArg">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.vae.compos.encoder_xydt_elevator.</span></span><span class="sig-name descname"><span class="pre">XYDTEncoderArg</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">device</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">topic_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">zd_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">zx_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">zy_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_c</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_h</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_w</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">topic_h_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">img_h_dim</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/vae/compos/encoder_xydt_elevator.html#XYDTEncoderArg"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.vae.compos.encoder_xydt_elevator.XYDTEncoderArg" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#domainlab.compos.vae.compos.encoder_xydt_elevator.XYDTEncoderElevator" title="domainlab.compos.vae.compos.encoder_xydt_elevator.XYDTEncoderElevator"><code class="xref py py-class docutils literal notranslate"><span class="pre">XYDTEncoderElevator</span></code></a></p>
@@ -724,9 +724,9 @@ <h2 id="domainlab-compos-vae-compos-encoder-xydt-elevator-module">domainlab.comp
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-compos-encoder-zy-module">
-<h2 id="domainlab-compos-vae-compos-encoder-zy-module">domainlab.compos.vae.compos.encoder_zy module<a class="headerlink" href="#domainlab-compos-vae-compos-encoder-zy-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.vae.compos.encoder_zy">
+<section id="module-domainlab.compos.vae.compos.encoder_zy">
+<span id="domainlab-compos-vae-compos-encoder-zy-module"></span><h2 id="module-domainlab.compos.vae.compos.encoder_zy">domainlab.compos.vae.compos.encoder_zy module<a class="headerlink" href="#module-domainlab.compos.vae.compos.encoder_zy" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.compos.encoder_zy.EncoderConnectLastFeatLayer2Z">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.vae.compos.encoder_zy.</span></span><span class="sig-name descname"><span class="pre">EncoderConnectLastFeatLayer2Z</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">z_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">flag_pretrain</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_c</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_h</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_w</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">arg_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">arg_path_name</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/vae/compos/encoder_zy.html#EncoderConnectLastFeatLayer2Z"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.vae.compos.encoder_zy.EncoderConnectLastFeatLayer2Z" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Module</span></code></p>
@@ -744,9 +744,9 @@ <h2 id="domainlab-compos-vae-compos-encoder-zy-module">domainlab.compos.vae.comp
 </dd></dl>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.compos.vae.compos"></span></section>
+<section id="module-domainlab.compos.vae.compos">
+<span id="module-contents"></span><h2 id="module-domainlab.compos.vae.compos">Module contents<a class="headerlink" href="#module-domainlab.compos.vae.compos" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -768,7 +768,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.compos.vae package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.compos.vae package </span>
               </div>
             </a>
           
@@ -778,7 +778,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.dsets package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.dsets package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -796,7 +796,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.compos.vae.html b/docs/build/html/domainlab.compos.vae.html
index f7f52a2f0..a13126230 100644
--- a/docs/build/html/domainlab.compos.vae.html
+++ b/docs/build/html/domainlab.compos.vae.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.compos.vae package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -290,7 +290,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-compos-vae--page-root" class="md-nav__link">domainlab.compos.vae package</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -298,7 +298,7 @@
         </li>
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-a-model-builder-module" class="md-nav__link">domainlab.compos.vae.a_model_builder module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.a_model_builder" class="md-nav__link">domainlab.compos.vae.a_model_builder module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.a_model_builder.AbstractModelBuilderChainNode" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">AbstractModelBuilderChainNode</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -308,7 +308,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-a-vae-builder-module" class="md-nav__link">domainlab.compos.vae.a_vae_builder module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.a_vae_builder" class="md-nav__link">domainlab.compos.vae.a_vae_builder module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.a_vae_builder.AbstractVAEBuilderChainNode" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">AbstractVAEBuilderChainNode</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -322,7 +322,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-c-vae-adaptor-model-recon-module" class="md-nav__link">domainlab.compos.vae.c_vae_adaptor_model_recon module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.c_vae_adaptor_model_recon" class="md-nav__link">domainlab.compos.vae.c_vae_adaptor_model_recon module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.c_vae_adaptor_model_recon.AdaptorReconVAEXYD" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">AdaptorReconVAEXYD</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -338,7 +338,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-c-vae-builder-classif-module" class="md-nav__link">domainlab.compos.vae.c_vae_builder_classif module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.c_vae_builder_classif" class="md-nav__link">domainlab.compos.vae.c_vae_builder_classif module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.c_vae_builder_classif.ChainNodeVAEBuilderClassifCondPrior" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">ChainNodeVAEBuilderClassifCondPrior</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -356,7 +356,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-c-vae-recon-module" class="md-nav__link">domainlab.compos.vae.c_vae_recon module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.c_vae_recon" class="md-nav__link">domainlab.compos.vae.c_vae_recon module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.c_vae_recon.ReconVAEXYD" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">ReconVAEXYD</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -368,13 +368,13 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-utils-request-chain-builder-module" class="md-nav__link">domainlab.compos.vae.utils_request_chain_builder module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.utils_request_chain_builder" class="md-nav__link">domainlab.compos.vae.utils_request_chain_builder module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.utils_request_chain_builder.VAEChainNodeGetter" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">VAEChainNodeGetter</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-zoo-vae-builders-classif-module" class="md-nav__link">domainlab.compos.vae.zoo_vae_builders_classif module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.zoo_vae_builders_classif" class="md-nav__link">domainlab.compos.vae.zoo_vae_builders_classif module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.zoo_vae_builders_classif.ChainNodeVAEBuilderClassifCondPriorBase" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">ChainNodeVAEBuilderClassifCondPriorBase</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -422,7 +422,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-compos-vae-zoo-vae-builders-classif-topic-module" class="md-nav__link">domainlab.compos.vae.zoo_vae_builders_classif_topic module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae.zoo_vae_builders_classif_topic" class="md-nav__link">domainlab.compos.vae.zoo_vae_builders_classif_topic module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.compos.vae.zoo_vae_builders_classif_topic.NodeVAEBuilderImgTopic" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeVAEBuilderImgTopic</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -436,7 +436,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.compos.vae" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -457,7 +457,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.compos.vae.compos.html">domainlab.compos.vae.compos package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-module">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv.DecoderConcatLatentFcReshapeConv"><code class="docutils literal notranslate"><span class="pre">DecoderConcatLatentFcReshapeConv</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv.DecoderConcatLatentFcReshapeConv.cal_p_x_pars_loc_scale"><code class="docutils literal notranslate"><span class="pre">DecoderConcatLatentFcReshapeConv.cal_p_x_pars_loc_scale()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv.DecoderConcatLatentFcReshapeConv.concat_ydx"><code class="docutils literal notranslate"><span class="pre">DecoderConcatLatentFcReshapeConv.concat_ydx()</span></code></a></li>
@@ -467,22 +467,22 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-gated-conv-module">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv">domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv.DecoderConcatLatentFCReshapeConvGatedConv"><code class="docutils literal notranslate"><span class="pre">DecoderConcatLatentFCReshapeConvGatedConv</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-decoder-cond-prior-module">domainlab.compos.vae.compos.decoder_cond_prior module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.decoder_cond_prior">domainlab.compos.vae.compos.decoder_cond_prior module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.decoder_cond_prior.LSCondPriorLinearBnReluLinearSoftPlus"><code class="docutils literal notranslate"><span class="pre">LSCondPriorLinearBnReluLinearSoftPlus</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.decoder_cond_prior.LSCondPriorLinearBnReluLinearSoftPlus.forward"><code class="docutils literal notranslate"><span class="pre">LSCondPriorLinearBnReluLinearSoftPlus.forward()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-decoder-losses-module">domainlab.compos.vae.compos.decoder_losses module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.decoder_losses">domainlab.compos.vae.compos.decoder_losses module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.decoder_losses.NLLPixelLogistic256"><code class="docutils literal notranslate"><span class="pre">NLLPixelLogistic256</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-module">domainlab.compos.vae.compos.encoder module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder">domainlab.compos.vae.compos.encoder module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder.LSEncoderConvBnReluPool"><code class="docutils literal notranslate"><span class="pre">LSEncoderConvBnReluPool</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder.LSEncoderConvBnReluPool.forward"><code class="docutils literal notranslate"><span class="pre">LSEncoderConvBnReluPool.forward()</span></code></a></li>
 </ul>
@@ -493,35 +493,35 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-dirichlet-module">domainlab.compos.vae.compos.encoder_dirichlet module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder_dirichlet">domainlab.compos.vae.compos.encoder_dirichlet module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_dirichlet.EncoderH2Dirichlet"><code class="docutils literal notranslate"><span class="pre">EncoderH2Dirichlet</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_dirichlet.EncoderH2Dirichlet.forward"><code class="docutils literal notranslate"><span class="pre">EncoderH2Dirichlet.forward()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-domain-topic-module">domainlab.compos.vae.compos.encoder_domain_topic module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder_domain_topic">domainlab.compos.vae.compos.encoder_domain_topic module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_domain_topic.EncoderImg2TopicDirZd"><code class="docutils literal notranslate"><span class="pre">EncoderImg2TopicDirZd</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_domain_topic.EncoderImg2TopicDirZd.forward"><code class="docutils literal notranslate"><span class="pre">EncoderImg2TopicDirZd.forward()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-domain-topic-img2topic-module">domainlab.compos.vae.compos.encoder_domain_topic_img2topic module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder_domain_topic_img2topic">domainlab.compos.vae.compos.encoder_domain_topic_img2topic module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_domain_topic_img2topic.EncoderImg2TopicDistri"><code class="docutils literal notranslate"><span class="pre">EncoderImg2TopicDistri</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_domain_topic_img2topic.EncoderImg2TopicDistri.forward"><code class="docutils literal notranslate"><span class="pre">EncoderImg2TopicDistri.forward()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-domain-topic-img-topic2zd-module">domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd">domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd.EncoderSandwichTopicImg2Zd"><code class="docutils literal notranslate"><span class="pre">EncoderSandwichTopicImg2Zd</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd.EncoderSandwichTopicImg2Zd.forward"><code class="docutils literal notranslate"><span class="pre">EncoderSandwichTopicImg2Zd.forward()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-xyd-parallel-module">domainlab.compos.vae.compos.encoder_xyd_parallel module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder_xyd_parallel">domainlab.compos.vae.compos.encoder_xyd_parallel module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_xyd_parallel.XYDEncoderParallel"><code class="docutils literal notranslate"><span class="pre">XYDEncoderParallel</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_xyd_parallel.XYDEncoderParallel.forward"><code class="docutils literal notranslate"><span class="pre">XYDEncoderParallel.forward()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_xyd_parallel.XYDEncoderParallel.infer_zy_loc"><code class="docutils literal notranslate"><span class="pre">XYDEncoderParallel.infer_zy_loc()</span></code></a></li>
@@ -533,7 +533,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_xyd_parallel.XYDEncoderParallelUser"><code class="docutils literal notranslate"><span class="pre">XYDEncoderParallelUser</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-xydt-elevator-module">domainlab.compos.vae.compos.encoder_xydt_elevator module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder_xydt_elevator">domainlab.compos.vae.compos.encoder_xydt_elevator module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_xydt_elevator.XYDTEncoderArg"><code class="docutils literal notranslate"><span class="pre">XYDTEncoderArg</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_xydt_elevator.XYDTEncoderConvBnReluPool"><code class="docutils literal notranslate"><span class="pre">XYDTEncoderConvBnReluPool</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_xydt_elevator.XYDTEncoderElevator"><code class="docutils literal notranslate"><span class="pre">XYDTEncoderElevator</span></code></a><ul>
@@ -543,14 +543,14 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab-compos-vae-compos-encoder-zy-module">domainlab.compos.vae.compos.encoder_zy module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos.encoder_zy">domainlab.compos.vae.compos.encoder_zy module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_zy.EncoderConnectLastFeatLayer2Z"><code class="docutils literal notranslate"><span class="pre">EncoderConnectLastFeatLayer2Z</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.compos.html#domainlab.compos.vae.compos.encoder_zy.EncoderConnectLastFeatLayer2Z.forward"><code class="docutils literal notranslate"><span class="pre">EncoderConnectLastFeatLayer2Z.forward()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.vae.compos.html#module-domainlab.compos.vae.compos">Module contents</a></li>
 </ul>
 </li>
 </ul>
@@ -559,9 +559,9 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-compos-vae-a-model-builder-module">
-<h2 id="domainlab-compos-vae-a-model-builder-module">domainlab.compos.vae.a_model_builder module<a class="headerlink" href="#domainlab-compos-vae-a-model-builder-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.vae.a_model_builder">Integrate Chain-of-Responsibility and Builder Patter to construct VAE encoder and decoder</p>
+<section id="module-domainlab.compos.vae.a_model_builder">
+<span id="domainlab-compos-vae-a-model-builder-module"></span><h2 id="module-domainlab.compos.vae.a_model_builder">domainlab.compos.vae.a_model_builder module<a class="headerlink" href="#module-domainlab.compos.vae.a_model_builder" title="Link to this heading">¶</a></h2>
+<p>Integrate Chain-of-Responsibility and Builder Patter to construct VAE encoder and decoder</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.a_model_builder.AbstractModelBuilderChainNode">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.vae.a_model_builder.</span></span><span class="sig-name descname"><span class="pre">AbstractModelBuilderChainNode</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">success_node</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/vae/a_model_builder.html#AbstractModelBuilderChainNode"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.vae.a_model_builder.AbstractModelBuilderChainNode" title="Link to this definition">¶</a></dt>
@@ -577,9 +577,9 @@ <h2 id="domainlab-compos-vae-a-model-builder-module">domainlab.compos.vae.a_mode
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-a-vae-builder-module">
-<h2 id="domainlab-compos-vae-a-vae-builder-module">domainlab.compos.vae.a_vae_builder module<a class="headerlink" href="#domainlab-compos-vae-a-vae-builder-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.vae.a_vae_builder">Integrate Chain-of-Responsibility and Builder Patter to construct VAE
+<section id="module-domainlab.compos.vae.a_vae_builder">
+<span id="domainlab-compos-vae-a-vae-builder-module"></span><h2 id="module-domainlab.compos.vae.a_vae_builder">domainlab.compos.vae.a_vae_builder module<a class="headerlink" href="#module-domainlab.compos.vae.a_vae_builder" title="Link to this heading">¶</a></h2>
+<p>Integrate Chain-of-Responsibility and Builder Patter to construct VAE
 encoder and decoder</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.a_vae_builder.AbstractVAEBuilderChainNode">
@@ -606,9 +606,9 @@ <h2 id="domainlab-compos-vae-a-vae-builder-module">domainlab.compos.vae.a_vae_bu
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-c-vae-adaptor-model-recon-module">
-<h2 id="domainlab-compos-vae-c-vae-adaptor-model-recon-module">domainlab.compos.vae.c_vae_adaptor_model_recon module<a class="headerlink" href="#domainlab-compos-vae-c-vae-adaptor-model-recon-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.vae.c_vae_adaptor_model_recon">This adaptor couples intensively with the  heavy-weight model class
+<section id="module-domainlab.compos.vae.c_vae_adaptor_model_recon">
+<span id="domainlab-compos-vae-c-vae-adaptor-model-recon-module"></span><h2 id="module-domainlab.compos.vae.c_vae_adaptor_model_recon">domainlab.compos.vae.c_vae_adaptor_model_recon module<a class="headerlink" href="#module-domainlab.compos.vae.c_vae_adaptor_model_recon" title="Link to this heading">¶</a></h2>
+<p>This adaptor couples intensively with the  heavy-weight model class
 The model class can be refactored, we do want to use the trained old-version model,
 which we only need to change this adaptor class.</p>
 <dl class="py class">
@@ -650,9 +650,9 @@ <h2 id="domainlab-compos-vae-c-vae-adaptor-model-recon-module">domainlab.compos.
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-c-vae-builder-classif-module">
-<h2 id="domainlab-compos-vae-c-vae-builder-classif-module">domainlab.compos.vae.c_vae_builder_classif module<a class="headerlink" href="#domainlab-compos-vae-c-vae-builder-classif-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.vae.c_vae_builder_classif">Builder
+<section id="module-domainlab.compos.vae.c_vae_builder_classif">
+<span id="domainlab-compos-vae-c-vae-builder-classif-module"></span><h2 id="module-domainlab.compos.vae.c_vae_builder_classif">domainlab.compos.vae.c_vae_builder_classif module<a class="headerlink" href="#module-domainlab.compos.vae.c_vae_builder_classif" title="Link to this heading">¶</a></h2>
+<p>Builder
 1. classifier for domain <strong>and</strong> class
 2. p(z_y|y) <strong>and</strong> p(z_d|d)</p>
 <dl class="py class">
@@ -698,9 +698,9 @@ <h2 id="domainlab-compos-vae-c-vae-builder-classif-module">domainlab.compos.vae.
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-c-vae-recon-module">
-<h2 id="domainlab-compos-vae-c-vae-recon-module">domainlab.compos.vae.c_vae_recon module<a class="headerlink" href="#domainlab-compos-vae-c-vae-recon-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.vae.c_vae_recon">Adaptor is vital for data generation so this class can be decoupled from model class.
+<section id="module-domainlab.compos.vae.c_vae_recon">
+<span id="domainlab-compos-vae-c-vae-recon-module"></span><h2 id="module-domainlab.compos.vae.c_vae_recon">domainlab.compos.vae.c_vae_recon module<a class="headerlink" href="#module-domainlab.compos.vae.c_vae_recon" title="Link to this heading">¶</a></h2>
+<p>Adaptor is vital for data generation so this class can be decoupled from model class.
 The model class can be refactored, we do want to use the trained old-version model, which we
 only need to change adaptor class.</p>
 <dl class="py class">
@@ -732,9 +732,9 @@ <h2 id="domainlab-compos-vae-c-vae-recon-module">domainlab.compos.vae.c_vae_reco
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-utils-request-chain-builder-module">
-<h2 id="domainlab-compos-vae-utils-request-chain-builder-module">domainlab.compos.vae.utils_request_chain_builder module<a class="headerlink" href="#domainlab-compos-vae-utils-request-chain-builder-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.compos.vae.utils_request_chain_builder">
+<section id="module-domainlab.compos.vae.utils_request_chain_builder">
+<span id="domainlab-compos-vae-utils-request-chain-builder-module"></span><h2 id="module-domainlab.compos.vae.utils_request_chain_builder">domainlab.compos.vae.utils_request_chain_builder module<a class="headerlink" href="#module-domainlab.compos.vae.utils_request_chain_builder" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.utils_request_chain_builder.VAEChainNodeGetter">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.vae.utils_request_chain_builder.</span></span><span class="sig-name descname"><span class="pre">VAEChainNodeGetter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">topic_dim</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/vae/utils_request_chain_builder.html#VAEChainNodeGetter"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.vae.utils_request_chain_builder.VAEChainNodeGetter" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
@@ -746,9 +746,9 @@ <h2 id="domainlab-compos-vae-utils-request-chain-builder-module">domainlab.compo
 </ol>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-zoo-vae-builders-classif-module">
-<h2 id="domainlab-compos-vae-zoo-vae-builders-classif-module">domainlab.compos.vae.zoo_vae_builders_classif module<a class="headerlink" href="#domainlab-compos-vae-zoo-vae-builders-classif-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.vae.zoo_vae_builders_classif">Chain node VAE builders</p>
+<section id="module-domainlab.compos.vae.zoo_vae_builders_classif">
+<span id="domainlab-compos-vae-zoo-vae-builders-classif-module"></span><h2 id="module-domainlab.compos.vae.zoo_vae_builders_classif">domainlab.compos.vae.zoo_vae_builders_classif module<a class="headerlink" href="#module-domainlab.compos.vae.zoo_vae_builders_classif" title="Link to this heading">¶</a></h2>
+<p>Chain node VAE builders</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.zoo_vae_builders_classif.ChainNodeVAEBuilderClassifCondPriorBase">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.vae.zoo_vae_builders_classif.</span></span><span class="sig-name descname"><span class="pre">ChainNodeVAEBuilderClassifCondPriorBase</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">successor_node</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/vae/zoo_vae_builders_classif.html#ChainNodeVAEBuilderClassifCondPriorBase"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.vae.zoo_vae_builders_classif.ChainNodeVAEBuilderClassifCondPriorBase" title="Link to this definition">¶</a></dt>
@@ -867,9 +867,9 @@ <h2 id="domainlab-compos-vae-zoo-vae-builders-classif-module">domainlab.compos.v
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-compos-vae-zoo-vae-builders-classif-topic-module">
-<h2 id="domainlab-compos-vae-zoo-vae-builders-classif-topic-module">domainlab.compos.vae.zoo_vae_builders_classif_topic module<a class="headerlink" href="#domainlab-compos-vae-zoo-vae-builders-classif-topic-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.compos.vae.zoo_vae_builders_classif_topic">Chain node VAE builders</p>
+<section id="module-domainlab.compos.vae.zoo_vae_builders_classif_topic">
+<span id="domainlab-compos-vae-zoo-vae-builders-classif-topic-module"></span><h2 id="module-domainlab.compos.vae.zoo_vae_builders_classif_topic">domainlab.compos.vae.zoo_vae_builders_classif_topic module<a class="headerlink" href="#module-domainlab.compos.vae.zoo_vae_builders_classif_topic" title="Link to this heading">¶</a></h2>
+<p>Chain node VAE builders</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.compos.vae.zoo_vae_builders_classif_topic.NodeVAEBuilderImgTopic">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.compos.vae.zoo_vae_builders_classif_topic.</span></span><span class="sig-name descname"><span class="pre">NodeVAEBuilderImgTopic</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">successor_node</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/compos/vae/zoo_vae_builders_classif_topic.html#NodeVAEBuilderImgTopic"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.compos.vae.zoo_vae_builders_classif_topic.NodeVAEBuilderImgTopic" title="Link to this definition">¶</a></dt>
@@ -910,9 +910,9 @@ <h2 id="domainlab-compos-vae-zoo-vae-builders-classif-topic-module">domainlab.co
 </dd></dl>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.compos.vae"></span></section>
+<section id="module-domainlab.compos.vae">
+<span id="module-contents"></span><h2 id="module-domainlab.compos.vae">Module contents<a class="headerlink" href="#module-domainlab.compos.vae" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -934,7 +934,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.compos.pcr package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.compos.pcr package </span>
               </div>
             </a>
           
@@ -944,7 +944,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.compos.vae.compos package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.compos.vae.compos package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -962,7 +962,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.dsets.html b/docs/build/html/domainlab.dsets.html
index e49a0fab1..d77ac8eac 100644
--- a/docs/build/html/domainlab.dsets.html
+++ b/docs/build/html/domainlab.dsets.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.dsets package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -289,13 +289,13 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-dsets--page-root" class="md-nav__link">domainlab.dsets package</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-dsets-a-dset-mnist-color-rgb-solo-module" class="md-nav__link">domainlab.dsets.a_dset_mnist_color_rgb_solo module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.dsets.a_dset_mnist_color_rgb_solo" class="md-nav__link">domainlab.dsets.a_dset_mnist_color_rgb_solo module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.dsets.a_dset_mnist_color_rgb_solo.ADsetMNISTColorRGBSolo" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">ADsetMNISTColorRGBSolo</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -309,7 +309,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-dsets-dset-img-path-list-module" class="md-nav__link">domainlab.dsets.dset_img_path_list module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.dsets.dset_img_path_list" class="md-nav__link">domainlab.dsets.dset_img_path_list module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.dsets.dset_img_path_list.DsetImPathList" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">DsetImPathList</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -319,7 +319,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-dsets-dset-mnist-color-solo-default-module" class="md-nav__link">domainlab.dsets.dset_mnist_color_solo_default module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.dsets.dset_mnist_color_solo_default" class="md-nav__link">domainlab.dsets.dset_mnist_color_solo_default module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.dsets.dset_mnist_color_solo_default.DsetMNISTColorSoloDefault" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">DsetMNISTColorSoloDefault</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -335,7 +335,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-dsets-dset-poly-domains-mnist-color-default-module" class="md-nav__link">domainlab.dsets.dset_poly_domains_mnist_color_default module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.dsets.dset_poly_domains_mnist_color_default" class="md-nav__link">domainlab.dsets.dset_poly_domains_mnist_color_default module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.dsets.dset_poly_domains_mnist_color_default.DsetMNISTColorMix" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">DsetMNISTColorMix</span></code></a>
         </li>
@@ -343,7 +343,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-dsets-dset-subfolder-module" class="md-nav__link">domainlab.dsets.dset_subfolder module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.dsets.dset_subfolder" class="md-nav__link">domainlab.dsets.dset_subfolder module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.dsets.dset_subfolder.DsetSubFolder" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">DsetSubFolder</span></code></a>
         </li>
@@ -353,9 +353,9 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-dsets-utils-color-palette-module" class="md-nav__link">domainlab.dsets.utils_color_palette module</a>
+        <li class="md-nav__item"><a href="#module-domainlab.dsets.utils_color_palette" class="md-nav__link">domainlab.dsets.utils_color_palette module</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-dsets-utils-data-module" class="md-nav__link">domainlab.dsets.utils_data module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.dsets.utils_data" class="md-nav__link">domainlab.dsets.utils_data module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.dsets.utils_data.DsetInMemDecorator" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">DsetInMemDecorator</span></code></a>
         </li>
@@ -369,7 +369,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-dsets-utils-wrapdset-patches-module" class="md-nav__link">domainlab.dsets.utils_wrapdset_patches module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.dsets.utils_wrapdset_patches" class="md-nav__link">domainlab.dsets.utils_wrapdset_patches module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.dsets.utils_wrapdset_patches.WrapDsetPatches" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">WrapDsetPatches</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -379,7 +379,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.dsets" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -397,9 +397,9 @@ <h1 id="domainlab-dsets--page-root">domainlab.dsets package<a class="headerlink"
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-dsets-a-dset-mnist-color-rgb-solo-module">
-<h2 id="domainlab-dsets-a-dset-mnist-color-rgb-solo-module">domainlab.dsets.a_dset_mnist_color_rgb_solo module<a class="headerlink" href="#domainlab-dsets-a-dset-mnist-color-rgb-solo-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.dsets.a_dset_mnist_color_rgb_solo">Color MNIST with single color</p>
+<section id="module-domainlab.dsets.a_dset_mnist_color_rgb_solo">
+<span id="domainlab-dsets-a-dset-mnist-color-rgb-solo-module"></span><h2 id="module-domainlab.dsets.a_dset_mnist_color_rgb_solo">domainlab.dsets.a_dset_mnist_color_rgb_solo module<a class="headerlink" href="#module-domainlab.dsets.a_dset_mnist_color_rgb_solo" title="Link to this heading">¶</a></h2>
+<p>Color MNIST with single color</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.dsets.a_dset_mnist_color_rgb_solo.ADsetMNISTColorRGBSolo">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.dsets.a_dset_mnist_color_rgb_solo.</span></span><span class="sig-name descname"><span class="pre">ADsetMNISTColorRGBSolo</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ind_color</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">path='zoutput'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subset_step=100</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">color_scheme='both'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label_transform=&lt;function</span> <span class="pre">mk_fun_label2onehot.&lt;locals&gt;.fun_label2onehot&gt;</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list_transforms=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">raw_split='train'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">flag_rand_color=False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/dsets/a_dset_mnist_color_rgb_solo.html#ADsetMNISTColorRGBSolo"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.dsets.a_dset_mnist_color_rgb_solo.ADsetMNISTColorRGBSolo" title="Link to this definition">¶</a></dt>
@@ -423,9 +423,9 @@ <h2 id="domainlab-dsets-a-dset-mnist-color-rgb-solo-module">domainlab.dsets.a_ds
 <dd></dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-dsets-dset-img-path-list-module">
-<h2 id="domainlab-dsets-dset-img-path-list-module">domainlab.dsets.dset_img_path_list module<a class="headerlink" href="#domainlab-dsets-dset-img-path-list-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.dsets.dset_img_path_list">
+<section id="module-domainlab.dsets.dset_img_path_list">
+<span id="domainlab-dsets-dset-img-path-list-module"></span><h2 id="module-domainlab.dsets.dset_img_path_list">domainlab.dsets.dset_img_path_list module<a class="headerlink" href="#module-domainlab.dsets.dset_img_path_list" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.dsets.dset_img_path_list.DsetImPathList">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.dsets.dset_img_path_list.</span></span><span class="sig-name descname"><span class="pre">DsetImPathList</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">root_img</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">path2filelist</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trans_img</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trans_target</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/dsets/dset_img_path_list.html#DsetImPathList"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.dsets.dset_img_path_list.DsetImPathList" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Dataset</span></code></p>
@@ -435,9 +435,9 @@ <h2 id="domainlab-dsets-dset-img-path-list-module">domainlab.dsets.dset_img_path
 <dd></dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-dsets-dset-mnist-color-solo-default-module">
-<h2 id="domainlab-dsets-dset-mnist-color-solo-default-module">domainlab.dsets.dset_mnist_color_solo_default module<a class="headerlink" href="#domainlab-dsets-dset-mnist-color-solo-default-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.dsets.dset_mnist_color_solo_default">
+<section id="module-domainlab.dsets.dset_mnist_color_solo_default">
+<span id="domainlab-dsets-dset-mnist-color-solo-default-module"></span><h2 id="module-domainlab.dsets.dset_mnist_color_solo_default">domainlab.dsets.dset_mnist_color_solo_default module<a class="headerlink" href="#module-domainlab.dsets.dset_mnist_color_solo_default" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.dsets.dset_mnist_color_solo_default.DsetMNISTColorSoloDefault">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.dsets.dset_mnist_color_solo_default.</span></span><span class="sig-name descname"><span class="pre">DsetMNISTColorSoloDefault</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ind_color</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">path='zoutput'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subset_step=100</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">color_scheme='both'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label_transform=&lt;function</span> <span class="pre">mk_fun_label2onehot.&lt;locals&gt;.fun_label2onehot&gt;</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list_transforms=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">raw_split='train'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">flag_rand_color=False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/dsets/dset_mnist_color_solo_default.html#DsetMNISTColorSoloDefault"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.dsets.dset_mnist_color_solo_default.DsetMNISTColorSoloDefault" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#domainlab.dsets.a_dset_mnist_color_rgb_solo.ADsetMNISTColorRGBSolo" title="domainlab.dsets.a_dset_mnist_color_rgb_solo.ADsetMNISTColorRGBSolo"><code class="xref py py-class docutils literal notranslate"><span class="pre">ADsetMNISTColorRGBSolo</span></code></a></p>
@@ -459,9 +459,9 @@ <h2 id="domainlab-dsets-dset-mnist-color-solo-default-module">domainlab.dsets.ds
 <dd></dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-dsets-dset-poly-domains-mnist-color-default-module">
-<h2 id="domainlab-dsets-dset-poly-domains-mnist-color-default-module">domainlab.dsets.dset_poly_domains_mnist_color_default module<a class="headerlink" href="#domainlab-dsets-dset-poly-domains-mnist-color-default-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.dsets.dset_poly_domains_mnist_color_default">merge several solo-color mnist to form a mixed dataset</p>
+<section id="module-domainlab.dsets.dset_poly_domains_mnist_color_default">
+<span id="domainlab-dsets-dset-poly-domains-mnist-color-default-module"></span><h2 id="module-domainlab.dsets.dset_poly_domains_mnist_color_default">domainlab.dsets.dset_poly_domains_mnist_color_default module<a class="headerlink" href="#module-domainlab.dsets.dset_poly_domains_mnist_color_default" title="Link to this heading">¶</a></h2>
+<p>merge several solo-color mnist to form a mixed dataset</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.dsets.dset_poly_domains_mnist_color_default.DsetMNISTColorMix">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.dsets.dset_poly_domains_mnist_color_default.</span></span><span class="sig-name descname"><span class="pre">DsetMNISTColorMix</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">n_domains</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">color_scheme</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'both'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/dsets/dset_poly_domains_mnist_color_default.html#DsetMNISTColorMix"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.dsets.dset_poly_domains_mnist_color_default.DsetMNISTColorMix" title="Link to this definition">¶</a></dt>
@@ -474,9 +474,9 @@ <h2 id="domainlab-dsets-dset-poly-domains-mnist-color-default-module">domainlab.
 <dd><p>Bases: <a class="reference internal" href="#domainlab.dsets.dset_poly_domains_mnist_color_default.DsetMNISTColorMix" title="domainlab.dsets.dset_poly_domains_mnist_color_default.DsetMNISTColorMix"><code class="xref py py-class docutils literal notranslate"><span class="pre">DsetMNISTColorMix</span></code></a></p>
 </dd></dl>
 </section>
-<section id="domainlab-dsets-dset-subfolder-module">
-<h2 id="domainlab-dsets-dset-subfolder-module">domainlab.dsets.dset_subfolder module<a class="headerlink" href="#domainlab-dsets-dset-subfolder-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.dsets.dset_subfolder"><a class="reference external" href="https://github.com/pytorch/vision/blob/bb5af1d77658133af8be8c9b1a13139722315c3a/torchvision/datasets/folder.py#L93">https://github.com/pytorch/vision/blob/bb5af1d77658133af8be8c9b1a13139722315c3a/torchvision/datasets/folder.py#L93</a>
+<section id="module-domainlab.dsets.dset_subfolder">
+<span id="domainlab-dsets-dset-subfolder-module"></span><h2 id="module-domainlab.dsets.dset_subfolder">domainlab.dsets.dset_subfolder module<a class="headerlink" href="#module-domainlab.dsets.dset_subfolder" title="Link to this heading">¶</a></h2>
+<p><a class="reference external" href="https://github.com/pytorch/vision/blob/bb5af1d77658133af8be8c9b1a13139722315c3a/torchvision/datasets/folder.py#L93">https://github.com/pytorch/vision/blob/bb5af1d77658133af8be8c9b1a13139722315c3a/torchvision/datasets/folder.py#L93</a>
 <a class="reference external" href="https://pytorch.org/vision/stable/_modules/torchvision/datasets/folder.html#DatasetFolder.fetch_img_paths">https://pytorch.org/vision/stable/_modules/torchvision/datasets/folder.html#DatasetFolder.fetch_img_paths</a></p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.dsets.dset_subfolder.DsetSubFolder">
@@ -511,12 +511,12 @@ <h2 id="domainlab-dsets-dset-subfolder-module">domainlab.dsets.dset_subfolder mo
 Returns: bool: True if the filename ends with one of given extensions</p>
 </dd></dl>
 </section>
-<section id="domainlab-dsets-utils-color-palette-module">
-<h2 id="domainlab-dsets-utils-color-palette-module">domainlab.dsets.utils_color_palette module<a class="headerlink" href="#domainlab-dsets-utils-color-palette-module" title="Link to this heading">¶</a></h2>
+<section id="module-domainlab.dsets.utils_color_palette">
+<span id="domainlab-dsets-utils-color-palette-module"></span><h2 id="module-domainlab.dsets.utils_color_palette">domainlab.dsets.utils_color_palette module<a class="headerlink" href="#module-domainlab.dsets.utils_color_palette" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-dsets-utils-data-module">
-<span id="module-domainlab.dsets.utils_color_palette"></span><h2 id="domainlab-dsets-utils-data-module">domainlab.dsets.utils_data module<a class="headerlink" href="#domainlab-dsets-utils-data-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.dsets.utils_data">Utilities for dataset</p>
+<section id="module-domainlab.dsets.utils_data">
+<span id="domainlab-dsets-utils-data-module"></span><h2 id="module-domainlab.dsets.utils_data">domainlab.dsets.utils_data module<a class="headerlink" href="#module-domainlab.dsets.utils_data" title="Link to this heading">¶</a></h2>
+<p>Utilities for dataset</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.dsets.utils_data.DsetInMemDecorator">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.dsets.utils_data.</span></span><span class="sig-name descname"><span class="pre">DsetInMemDecorator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/dsets/utils_data.html#DsetInMemDecorator"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.dsets.utils_data.DsetInMemDecorator" title="Link to this definition">¶</a></dt>
@@ -557,9 +557,9 @@ <h2 id="domainlab-dsets-utils-color-palette-module">domainlab.dsets.utils_color_
 :param shuffle:</p>
 </dd></dl>
 </section>
-<section id="domainlab-dsets-utils-wrapdset-patches-module">
-<h2 id="domainlab-dsets-utils-wrapdset-patches-module">domainlab.dsets.utils_wrapdset_patches module<a class="headerlink" href="#domainlab-dsets-utils-wrapdset-patches-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.dsets.utils_wrapdset_patches">upon a task, if jigen is chosen as the algorithm, then task’s dataset has to be augmented to
+<section id="module-domainlab.dsets.utils_wrapdset_patches">
+<span id="domainlab-dsets-utils-wrapdset-patches-module"></span><h2 id="module-domainlab.dsets.utils_wrapdset_patches">domainlab.dsets.utils_wrapdset_patches module<a class="headerlink" href="#module-domainlab.dsets.utils_wrapdset_patches" title="Link to this heading">¶</a></h2>
+<p>upon a task, if jigen is chosen as the algorithm, then task’s dataset has to be augmented to
 include tile permutation</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.dsets.utils_wrapdset_patches.WrapDsetPatches">
@@ -573,9 +573,9 @@ <h2 id="domainlab-dsets-utils-wrapdset-patches-module">domainlab.dsets.utils_wra
 </dd></dl>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.dsets"></span></section>
+<section id="module-domainlab.dsets">
+<span id="module-contents"></span><h2 id="module-domainlab.dsets">Module contents<a class="headerlink" href="#module-domainlab.dsets" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -597,7 +597,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.compos.vae.compos package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.compos.vae.compos package </span>
               </div>
             </a>
           
@@ -607,7 +607,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.exp package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.exp package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -625,7 +625,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.exp.html b/docs/build/html/domainlab.exp.html
index 20a02342b..6a881fd25 100644
--- a/docs/build/html/domainlab.exp.html
+++ b/docs/build/html/domainlab.exp.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.exp package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -289,19 +289,19 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-exp--page-root" class="md-nav__link">domainlab.exp package</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-exp-exp-cuda-seed-module" class="md-nav__link">domainlab.exp.exp_cuda_seed module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.exp.exp_cuda_seed" class="md-nav__link">domainlab.exp.exp_cuda_seed module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.exp.exp_cuda_seed.set_seed" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">set_seed()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-exp-exp-main-module" class="md-nav__link">domainlab.exp.exp_main module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.exp.exp_main" class="md-nav__link">domainlab.exp.exp_main module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.exp.exp_main.Exp" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">Exp</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -313,7 +313,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-exp-exp-utils-module" class="md-nav__link">domainlab.exp.exp_utils module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.exp.exp_utils" class="md-nav__link">domainlab.exp.exp_utils module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.exp.exp_utils.AggWriter" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">AggWriter</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -359,7 +359,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.exp" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -377,9 +377,9 @@ <h1 id="domainlab-exp--page-root">domainlab.exp package<a class="headerlink" hre
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-exp-exp-cuda-seed-module">
-<h2 id="domainlab-exp-exp-cuda-seed-module">domainlab.exp.exp_cuda_seed module<a class="headerlink" href="#domainlab-exp-exp-cuda-seed-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.exp.exp_cuda_seed">Random seed should be set from command line to ensure reproducibility:
+<section id="module-domainlab.exp.exp_cuda_seed">
+<span id="domainlab-exp-exp-cuda-seed-module"></span><h2 id="module-domainlab.exp.exp_cuda_seed">domainlab.exp.exp_cuda_seed module<a class="headerlink" href="#module-domainlab.exp.exp_cuda_seed" title="Link to this heading">¶</a></h2>
+<p>Random seed should be set from command line to ensure reproducibility:
 <a class="reference external" href="https://pytorch.org/docs/stable/notes/randomness.html">https://pytorch.org/docs/stable/notes/randomness.html</a>
 <a class="reference external" href="https://discuss.pytorch.org/t/difference-between-torch-manual-seed-and-torch-cuda-manual-seed/13848/6">https://discuss.pytorch.org/t/difference-between-torch-manual-seed-and-torch-cuda-manual-seed/13848/6</a></p>
 <dl class="py function">
@@ -387,9 +387,9 @@ <h2 id="domainlab-exp-exp-cuda-seed-module">domainlab.exp.exp_cuda_seed module<a
 <span class="sig-prename descclassname"><span class="pre">domainlab.exp.exp_cuda_seed.</span></span><span class="sig-name descname"><span class="pre">set_seed</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">seed</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/exp/exp_cuda_seed.html#set_seed"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.exp.exp_cuda_seed.set_seed" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 </section>
-<section id="domainlab-exp-exp-main-module">
-<h2 id="domainlab-exp-exp-main-module">domainlab.exp.exp_main module<a class="headerlink" href="#domainlab-exp-exp-main-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.exp.exp_main">experiment</p>
+<section id="module-domainlab.exp.exp_main">
+<span id="domainlab-exp-exp-main-module"></span><h2 id="module-domainlab.exp.exp_main">domainlab.exp.exp_main module<a class="headerlink" href="#module-domainlab.exp.exp_main" title="Link to this heading">¶</a></h2>
+<p>experiment</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.exp.exp_main.Exp">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.exp.exp_main.</span></span><span class="sig-name descname"><span class="pre">Exp</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">task=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">observer=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">visitor=&lt;class</span> <span class="pre">'domainlab.exp.exp_utils.AggWriter'&gt;</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/exp/exp_main.html#Exp"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.exp.exp_main.Exp" title="Link to this definition">¶</a></dt>
@@ -408,9 +408,9 @@ <h2 id="domainlab-exp-exp-main-module">domainlab.exp.exp_main module<a class="he
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-exp-exp-utils-module">
-<h2 id="domainlab-exp-exp-utils-module">domainlab.exp.exp_utils module<a class="headerlink" href="#domainlab-exp-exp-utils-module" title="Link to this heading">¶</a></h2>
-<dl class="simple" id="module-domainlab.exp.exp_utils">
+<section id="module-domainlab.exp.exp_utils">
+<span id="domainlab-exp-exp-utils-module"></span><h2 id="module-domainlab.exp.exp_utils">domainlab.exp.exp_utils module<a class="headerlink" href="#module-domainlab.exp.exp_utils" title="Link to this heading">¶</a></h2>
+<dl class="simple">
 <dt>This module contains 3 classes inheriting:</dt><dd><p>ExpProtocolAggWriter(AggWriter(ExpModelPersistVisitor))</p>
 </dd>
 </dl>
@@ -533,9 +533,9 @@ <h2 id="domainlab-exp-exp-utils-module">domainlab.exp.exp_utils module<a class="
 </dd></dl>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.exp"></span></section>
+<section id="module-domainlab.exp">
+<span id="module-contents"></span><h2 id="module-domainlab.exp">Module contents<a class="headerlink" href="#module-domainlab.exp" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -557,7 +557,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.dsets package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.dsets package </span>
               </div>
             </a>
           
@@ -567,7 +567,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.exp_protocol package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.exp_protocol package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -585,7 +585,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.exp_protocol.html b/docs/build/html/domainlab.exp_protocol.html
index 83c14412f..c5af0422f 100644
--- a/docs/build/html/domainlab.exp_protocol.html
+++ b/docs/build/html/domainlab.exp_protocol.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.exp_protocol package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -289,13 +289,13 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-exp-protocol--page-root" class="md-nav__link">domainlab.exp_protocol package</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-exp-protocol-aggregate-results-module" class="md-nav__link">domainlab.exp_protocol.aggregate_results module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.exp_protocol.aggregate_results" class="md-nav__link">domainlab.exp_protocol.aggregate_results module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.exp_protocol.aggregate_results.agg_from_directory" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">agg_from_directory()</span></code></a>
         </li>
@@ -305,7 +305,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-exp-protocol-run-experiment-module" class="md-nav__link">domainlab.exp_protocol.run_experiment module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.exp_protocol.run_experiment" class="md-nav__link">domainlab.exp_protocol.run_experiment module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.exp_protocol.run_experiment.convert_dict2float" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">convert_dict2float()</span></code></a>
         </li>
@@ -315,7 +315,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.exp_protocol" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -333,9 +333,9 @@ <h1 id="domainlab-exp-protocol--page-root">domainlab.exp_protocol package<a clas
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-exp-protocol-aggregate-results-module">
-<h2 id="domainlab-exp-protocol-aggregate-results-module">domainlab.exp_protocol.aggregate_results module<a class="headerlink" href="#domainlab-exp-protocol-aggregate-results-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.exp_protocol.aggregate_results">Functions to join the csv result files generate by different jobs of the benchmarks into
+<section id="module-domainlab.exp_protocol.aggregate_results">
+<span id="domainlab-exp-protocol-aggregate-results-module"></span><h2 id="module-domainlab.exp_protocol.aggregate_results">domainlab.exp_protocol.aggregate_results module<a class="headerlink" href="#module-domainlab.exp_protocol.aggregate_results" title="Link to this heading">¶</a></h2>
+<p>Functions to join the csv result files generate by different jobs of the benchmarks into
 a single csv file.</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.exp_protocol.aggregate_results.agg_from_directory">
@@ -362,9 +362,9 @@ <h2 id="domainlab-exp-protocol-aggregate-results-module">domainlab.exp_protocol.
 </dl>
 </dd></dl>
 </section>
-<section id="domainlab-exp-protocol-run-experiment-module">
-<h2 id="domainlab-exp-protocol-run-experiment-module">domainlab.exp_protocol.run_experiment module<a class="headerlink" href="#domainlab-exp-protocol-run-experiment-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.exp_protocol.run_experiment">Runs one task for a single hyperparameter sample for each leave-out-domain
+<section id="module-domainlab.exp_protocol.run_experiment">
+<span id="domainlab-exp-protocol-run-experiment-module"></span><h2 id="module-domainlab.exp_protocol.run_experiment">domainlab.exp_protocol.run_experiment module<a class="headerlink" href="#module-domainlab.exp_protocol.run_experiment" title="Link to this heading">¶</a></h2>
+<p>Runs one task for a single hyperparameter sample for each leave-out-domain
 and each random seed.</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.exp_protocol.run_experiment.convert_dict2float">
@@ -406,9 +406,9 @@ <h2 id="domainlab-exp-protocol-run-experiment-module">domainlab.exp_protocol.run
 <p># FIXME: we might want to run the experiment using commandline arguments</p>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.exp_protocol"></span></section>
+<section id="module-domainlab.exp_protocol">
+<span id="module-contents"></span><h2 id="module-domainlab.exp_protocol">Module contents<a class="headerlink" href="#module-domainlab.exp_protocol" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -430,7 +430,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.exp package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.exp package </span>
               </div>
             </a>
           
@@ -440,7 +440,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.models package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.models package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -458,7 +458,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.html b/docs/build/html/domainlab.html
index 8a4d4daa9..e6abeac3a 100644
--- a/docs/build/html/domainlab.html
+++ b/docs/build/html/domainlab.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -235,7 +235,7 @@
       
         
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab--page-root" class="md-nav__link">domainlab package</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -243,7 +243,7 @@
         </li>
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-arg-parser-module" class="md-nav__link">domainlab.arg_parser module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.arg_parser" class="md-nav__link">domainlab.arg_parser module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.arg_parser.apply_dict_to_args" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">apply_dict_to_args()</span></code></a>
         </li>
@@ -253,13 +253,13 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-mk-exp-module" class="md-nav__link">domainlab.mk_exp module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.mk_exp" class="md-nav__link">domainlab.mk_exp module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.mk_exp.mk_exp" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">mk_exp()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -324,7 +324,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab--page-root" class="md-nav__link">domainlab package</a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -332,7 +332,7 @@
         </li>
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-arg-parser-module" class="md-nav__link">domainlab.arg_parser module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.arg_parser" class="md-nav__link">domainlab.arg_parser module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.arg_parser.apply_dict_to_args" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">apply_dict_to_args()</span></code></a>
         </li>
@@ -342,13 +342,13 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-mk-exp-module" class="md-nav__link">domainlab.mk_exp module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.mk_exp" class="md-nav__link">domainlab.mk_exp module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.mk_exp.mk_exp" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">mk_exp()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -371,41 +371,41 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#subpackages">Subpackages</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.msels.html">domainlab.algos.msels package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#domainlab-algos-msels-a-model-sel-module">domainlab.algos.msels.a_model_sel module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#domainlab-algos-msels-c-msel-oracle-module">domainlab.algos.msels.c_msel_oracle module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#domainlab-algos-msels-c-msel-tr-loss-module">domainlab.algos.msels.c_msel_tr_loss module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#domainlab-algos-msels-c-msel-val-module">domainlab.algos.msels.c_msel_val module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#module-domainlab.algos.msels.a_model_sel">domainlab.algos.msels.a_model_sel module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#module-domainlab.algos.msels.c_msel_oracle">domainlab.algos.msels.c_msel_oracle module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#module-domainlab.algos.msels.c_msel_tr_loss">domainlab.algos.msels.c_msel_tr_loss module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#module-domainlab.algos.msels.c_msel_val">domainlab.algos.msels.c_msel_val module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.msels.html#module-domainlab.algos.msels">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.observers.html">domainlab.algos.observers package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#domainlab-algos-observers-a-observer-module">domainlab.algos.observers.a_observer module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#domainlab-algos-observers-b-obvisitor-module">domainlab.algos.observers.b_obvisitor module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#domainlab-algos-observers-c-obvisitor-cleanup-module">domainlab.algos.observers.c_obvisitor_cleanup module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#domainlab-algos-observers-c-obvisitor-gen-module">domainlab.algos.observers.c_obvisitor_gen module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#module-domainlab.algos.observers.a_observer">domainlab.algos.observers.a_observer module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#module-domainlab.algos.observers.b_obvisitor">domainlab.algos.observers.b_obvisitor module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#module-domainlab.algos.observers.c_obvisitor_cleanup">domainlab.algos.observers.c_obvisitor_cleanup module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#module-domainlab.algos.observers.c_obvisitor_gen">domainlab.algos.observers.c_obvisitor_gen module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.observers.html#module-domainlab.algos.observers">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.trainers.html">domainlab.algos.trainers package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#subpackages">Subpackages</a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-a-trainer-module">domainlab.algos.trainers.a_trainer module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-args-dial-module">domainlab.algos.trainers.args_dial module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-hyper-scheduler-module">domainlab.algos.trainers.hyper_scheduler module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-train-basic-module">domainlab.algos.trainers.train_basic module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-train-dial-module">domainlab.algos.trainers.train_dial module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-train-hyper-scheduler-module">domainlab.algos.trainers.train_hyper_scheduler module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-train-matchdg-module">domainlab.algos.trainers.train_matchdg module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-train-mldg-module">domainlab.algos.trainers.train_mldg module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#domainlab-algos-trainers-zoo-trainer-module">domainlab.algos.trainers.zoo_trainer module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.a_trainer">domainlab.algos.trainers.a_trainer module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.args_dial">domainlab.algos.trainers.args_dial module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.hyper_scheduler">domainlab.algos.trainers.hyper_scheduler module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.train_basic">domainlab.algos.trainers.train_basic module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.train_dial">domainlab.algos.trainers.train_dial module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.train_hyper_scheduler">domainlab.algos.trainers.train_hyper_scheduler module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.train_matchdg">domainlab.algos.trainers.train_matchdg module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.train_mldg">domainlab.algos.trainers.train_mldg module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers.zoo_trainer">domainlab.algos.trainers.zoo_trainer module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.trainers.html#module-domainlab.algos.trainers">Module contents</a></li>
 </ul>
 </li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-a-algo-builder-module">domainlab.algos.a_algo_builder module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.a_algo_builder">domainlab.algos.a_algo_builder module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.a_algo_builder.NodeAlgoBuilder"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilder</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.a_algo_builder.NodeAlgoBuilder.extend"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilder.extend()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.a_algo_builder.NodeAlgoBuilder.init_business"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilder.init_business()</span></code></a></li>
@@ -417,25 +417,25 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-builder-api-model-module">domainlab.algos.builder_api_model module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.builder_api_model">domainlab.algos.builder_api_model module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.builder_api_model.NodeAlgoBuilderAPIModel"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderAPIModel</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.builder_api_model.NodeAlgoBuilderAPIModel.init_business"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderAPIModel.init_business()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-builder-custom-module">domainlab.algos.builder_custom module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.builder_custom">domainlab.algos.builder_custom module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.builder_custom.make_basic_trainer"><code class="docutils literal notranslate"><span class="pre">make_basic_trainer()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-builder-dann-module">domainlab.algos.builder_dann module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.builder_dann">domainlab.algos.builder_dann module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.builder_dann.NodeAlgoBuilderDANN"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderDANN</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.builder_dann.NodeAlgoBuilderDANN.init_business"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderDANN.init_business()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-builder-diva-module">domainlab.algos.builder_diva module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.builder_diva">domainlab.algos.builder_diva module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.builder_diva.NodeAlgoBuilderDIVA"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderDIVA</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.builder_diva.NodeAlgoBuilderDIVA.get_trainer"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderDIVA.get_trainer()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.builder_diva.NodeAlgoBuilderDIVA.init_business"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderDIVA.init_business()</span></code></a></li>
@@ -443,76 +443,76 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-builder-erm-module">domainlab.algos.builder_erm module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.builder_erm">domainlab.algos.builder_erm module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.builder_erm.NodeAlgoBuilderERM"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderERM</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.builder_erm.NodeAlgoBuilderERM.init_business"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderERM.init_business()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-builder-hduva-module">domainlab.algos.builder_hduva module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.builder_hduva">domainlab.algos.builder_hduva module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.builder_hduva.NodeAlgoBuilderHDUVA"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderHDUVA</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.builder_hduva.NodeAlgoBuilderHDUVA.init_business"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderHDUVA.init_business()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-builder-jigen1-module">domainlab.algos.builder_jigen1 module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.builder_jigen1">domainlab.algos.builder_jigen1 module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.builder_jigen1.NodeAlgoBuilderJiGen"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderJiGen</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.builder_jigen1.NodeAlgoBuilderJiGen.init_business"><code class="docutils literal notranslate"><span class="pre">NodeAlgoBuilderJiGen.init_business()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-zoo-algos-module">domainlab.algos.zoo_algos module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.zoo_algos">domainlab.algos.zoo_algos module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.zoo_algos.AlgoBuilderChainNodeGetter"><code class="docutils literal notranslate"><span class="pre">AlgoBuilderChainNodeGetter</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab.algos.zoo_algos.AlgoBuilderChainNodeGetter.register_external_node"><code class="docutils literal notranslate"><span class="pre">AlgoBuilderChainNodeGetter.register_external_node()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.compos.html">domainlab.compos package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#subpackages">Subpackages</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.nn_zoo.html">domainlab.compos.nn_zoo package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab-compos-nn-zoo-net-adversarial-module">domainlab.compos.nn_zoo.net_adversarial module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab-compos-nn-zoo-net-classif-module">domainlab.compos.nn_zoo.net_classif module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab-compos-nn-zoo-net-conv-conv-bn-pool-2-module">domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2 module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab-compos-nn-zoo-net-gated-module">domainlab.compos.nn_zoo.net_gated module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab-compos-nn-zoo-nn-module">domainlab.compos.nn_zoo.nn module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab-compos-nn-zoo-nn-alex-module">domainlab.compos.nn_zoo.nn_alex module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#domainlab-compos-nn-zoo-nn-torchvision-module">domainlab.compos.nn_zoo.nn_torchvision module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo.net_adversarial">domainlab.compos.nn_zoo.net_adversarial module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo.net_classif">domainlab.compos.nn_zoo.net_classif module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2">domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2 module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo.net_gated">domainlab.compos.nn_zoo.net_gated module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo.nn">domainlab.compos.nn_zoo.nn module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo.nn_alex">domainlab.compos.nn_zoo.nn_alex module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo.nn_torchvision">domainlab.compos.nn_zoo.nn_torchvision module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.nn_zoo.html#module-domainlab.compos.nn_zoo">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.pcr.html">domainlab.compos.pcr package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.pcr.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.pcr.html#domainlab-compos-pcr-p-chain-handler-module">domainlab.compos.pcr.p_chain_handler module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.pcr.html#domainlab-compos-pcr-request-module">domainlab.compos.pcr.request module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.pcr.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.pcr.html#module-domainlab.compos.pcr.p_chain_handler">domainlab.compos.pcr.p_chain_handler module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.pcr.html#module-domainlab.compos.pcr.request">domainlab.compos.pcr.request module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.pcr.html#module-domainlab.compos.pcr">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.vae.html">domainlab.compos.vae package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#subpackages">Subpackages</a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-a-model-builder-module">domainlab.compos.vae.a_model_builder module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-a-vae-builder-module">domainlab.compos.vae.a_vae_builder module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-c-vae-adaptor-model-recon-module">domainlab.compos.vae.c_vae_adaptor_model_recon module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-c-vae-builder-classif-module">domainlab.compos.vae.c_vae_builder_classif module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-c-vae-recon-module">domainlab.compos.vae.c_vae_recon module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-utils-request-chain-builder-module">domainlab.compos.vae.utils_request_chain_builder module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-zoo-vae-builders-classif-module">domainlab.compos.vae.zoo_vae_builders_classif module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#domainlab-compos-vae-zoo-vae-builders-classif-topic-module">domainlab.compos.vae.zoo_vae_builders_classif_topic module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.a_model_builder">domainlab.compos.vae.a_model_builder module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.a_vae_builder">domainlab.compos.vae.a_vae_builder module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.c_vae_adaptor_model_recon">domainlab.compos.vae.c_vae_adaptor_model_recon module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.c_vae_builder_classif">domainlab.compos.vae.c_vae_builder_classif module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.c_vae_recon">domainlab.compos.vae.c_vae_recon module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.utils_request_chain_builder">domainlab.compos.vae.utils_request_chain_builder module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.zoo_vae_builders_classif">domainlab.compos.vae.zoo_vae_builders_classif module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae.zoo_vae_builders_classif_topic">domainlab.compos.vae.zoo_vae_builders_classif_topic module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.vae.html#module-domainlab.compos.vae">Module contents</a></li>
 </ul>
 </li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#domainlab-compos-a-nn-builder-module">domainlab.compos.a_nn_builder module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#module-domainlab.compos.a_nn_builder">domainlab.compos.a_nn_builder module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.html#domainlab.compos.a_nn_builder.AbstractFeatExtractNNBuilderChainNode"><code class="docutils literal notranslate"><span class="pre">AbstractFeatExtractNNBuilderChainNode</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#domainlab.compos.a_nn_builder.AbstractFeatExtractNNBuilderChainNode.init_business"><code class="docutils literal notranslate"><span class="pre">AbstractFeatExtractNNBuilderChainNode.init_business()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#domainlab.compos.a_nn_builder.AbstractFeatExtractNNBuilderChainNode.is_myjob"><code class="docutils literal notranslate"><span class="pre">AbstractFeatExtractNNBuilderChainNode.is_myjob()</span></code></a></li>
@@ -520,32 +520,32 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#domainlab-compos-builder-nn-alex-module">domainlab.compos.builder_nn_alex module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#module-domainlab.compos.builder_nn_alex">domainlab.compos.builder_nn_alex module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.html#domainlab.compos.builder_nn_alex.mkNodeFeatExtractNNBuilderNameAlex"><code class="docutils literal notranslate"><span class="pre">mkNodeFeatExtractNNBuilderNameAlex()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#domainlab-compos-builder-nn-conv-bn-relu-2-module">domainlab.compos.builder_nn_conv_bn_relu_2 module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#module-domainlab.compos.builder_nn_conv_bn_relu_2">domainlab.compos.builder_nn_conv_bn_relu_2 module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.html#domainlab.compos.builder_nn_conv_bn_relu_2.mkNodeFeatExtractNNBuilderNameConvBnRelu2"><code class="docutils literal notranslate"><span class="pre">mkNodeFeatExtractNNBuilderNameConvBnRelu2()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#domainlab-compos-builder-nn-external-from-file-module">domainlab.compos.builder_nn_external_from_file module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#module-domainlab.compos.builder_nn_external_from_file">domainlab.compos.builder_nn_external_from_file module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.html#domainlab.compos.builder_nn_external_from_file.mkNodeFeatExtractNNBuilderExternFromFile"><code class="docutils literal notranslate"><span class="pre">mkNodeFeatExtractNNBuilderExternFromFile()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#domainlab-compos-utils-conv-get-flat-dim-module">domainlab.compos.utils_conv_get_flat_dim module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#module-domainlab.compos.utils_conv_get_flat_dim">domainlab.compos.utils_conv_get_flat_dim module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.html#domainlab.compos.utils_conv_get_flat_dim.get_flat_dim"><code class="docutils literal notranslate"><span class="pre">get_flat_dim()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#domainlab-compos-zoo-nn-module">domainlab.compos.zoo_nn module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#module-domainlab.compos.zoo_nn">domainlab.compos.zoo_nn module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.html#domainlab.compos.zoo_nn.FeatExtractNNBuilderChainNodeGetter"><code class="docutils literal notranslate"><span class="pre">FeatExtractNNBuilderChainNodeGetter</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.compos.html#module-domainlab.compos">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.dsets.html">domainlab.dsets package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-a-dset-mnist-color-rgb-solo-module">domainlab.dsets.a_dset_mnist_color_rgb_solo module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.a_dset_mnist_color_rgb_solo">domainlab.dsets.a_dset_mnist_color_rgb_solo module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.a_dset_mnist_color_rgb_solo.ADsetMNISTColorRGBSolo"><code class="docutils literal notranslate"><span class="pre">ADsetMNISTColorRGBSolo</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.a_dset_mnist_color_rgb_solo.ADsetMNISTColorRGBSolo.get_background_color"><code class="docutils literal notranslate"><span class="pre">ADsetMNISTColorRGBSolo.get_background_color()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.a_dset_mnist_color_rgb_solo.ADsetMNISTColorRGBSolo.get_foreground_color"><code class="docutils literal notranslate"><span class="pre">ADsetMNISTColorRGBSolo.get_foreground_color()</span></code></a></li>
@@ -554,14 +554,14 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-dset-img-path-list-module">domainlab.dsets.dset_img_path_list module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.dset_img_path_list">domainlab.dsets.dset_img_path_list module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.dset_img_path_list.DsetImPathList"><code class="docutils literal notranslate"><span class="pre">DsetImPathList</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.dset_img_path_list.DsetImPathList.get_list_tuple_img_label"><code class="docutils literal notranslate"><span class="pre">DsetImPathList.get_list_tuple_img_label()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-dset-mnist-color-solo-default-module">domainlab.dsets.dset_mnist_color_solo_default module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.dset_mnist_color_solo_default">domainlab.dsets.dset_mnist_color_solo_default module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.dset_mnist_color_solo_default.DsetMNISTColorSoloDefault"><code class="docutils literal notranslate"><span class="pre">DsetMNISTColorSoloDefault</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.dset_mnist_color_solo_default.DsetMNISTColorSoloDefault.get_background_color"><code class="docutils literal notranslate"><span class="pre">DsetMNISTColorSoloDefault.get_background_color()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.dset_mnist_color_solo_default.DsetMNISTColorSoloDefault.get_foreground_color"><code class="docutils literal notranslate"><span class="pre">DsetMNISTColorSoloDefault.get_foreground_color()</span></code></a></li>
@@ -571,19 +571,19 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-dset-poly-domains-mnist-color-default-module">domainlab.dsets.dset_poly_domains_mnist_color_default module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.dset_poly_domains_mnist_color_default">domainlab.dsets.dset_poly_domains_mnist_color_default module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.dset_poly_domains_mnist_color_default.DsetMNISTColorMix"><code class="docutils literal notranslate"><span class="pre">DsetMNISTColorMix</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.dset_poly_domains_mnist_color_default.DsetMNISTColorMixNoDomainLabel"><code class="docutils literal notranslate"><span class="pre">DsetMNISTColorMixNoDomainLabel</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-dset-subfolder-module">domainlab.dsets.dset_subfolder module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.dset_subfolder">domainlab.dsets.dset_subfolder module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.dset_subfolder.DsetSubFolder"><code class="docutils literal notranslate"><span class="pre">DsetSubFolder</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.dset_subfolder.fetch_img_paths"><code class="docutils literal notranslate"><span class="pre">fetch_img_paths()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.dset_subfolder.has_file_allowed_extension"><code class="docutils literal notranslate"><span class="pre">has_file_allowed_extension()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-utils-color-palette-module">domainlab.dsets.utils_color_palette module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-utils-data-module">domainlab.dsets.utils_data module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.utils_color_palette">domainlab.dsets.utils_color_palette module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.utils_data">domainlab.dsets.utils_data module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.utils_data.DsetInMemDecorator"><code class="docutils literal notranslate"><span class="pre">DsetInMemDecorator</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.utils_data.fun_img_path_loader_default"><code class="docutils literal notranslate"><span class="pre">fun_img_path_loader_default()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.utils_data.mk_fun_label2onehot"><code class="docutils literal notranslate"><span class="pre">mk_fun_label2onehot()</span></code></a></li>
@@ -591,23 +591,23 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <li class="toctree-l3"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.utils_data.plot_ds_list"><code class="docutils literal notranslate"><span class="pre">plot_ds_list()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-utils-wrapdset-patches-module">domainlab.dsets.utils_wrapdset_patches module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.utils_wrapdset_patches">domainlab.dsets.utils_wrapdset_patches module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.utils_wrapdset_patches.WrapDsetPatches"><code class="docutils literal notranslate"><span class="pre">WrapDsetPatches</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#domainlab.dsets.utils_wrapdset_patches.WrapDsetPatches.get_tile"><code class="docutils literal notranslate"><span class="pre">WrapDsetPatches.get_tile()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.exp.html">domainlab.exp package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.exp.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.exp.html#domainlab-exp-exp-cuda-seed-module">domainlab.exp.exp_cuda_seed module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.exp.html#module-domainlab.exp.exp_cuda_seed">domainlab.exp.exp_cuda_seed module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.exp.html#domainlab.exp.exp_cuda_seed.set_seed"><code class="docutils literal notranslate"><span class="pre">set_seed()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.exp.html#domainlab-exp-exp-main-module">domainlab.exp.exp_main module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.exp.html#module-domainlab.exp.exp_main">domainlab.exp.exp_main module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.exp.html#domainlab.exp.exp_main.Exp"><code class="docutils literal notranslate"><span class="pre">Exp</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.exp.html#domainlab.exp.exp_main.Exp.clean_up"><code class="docutils literal notranslate"><span class="pre">Exp.clean_up()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.exp.html#domainlab.exp.exp_main.Exp.execute"><code class="docutils literal notranslate"><span class="pre">Exp.execute()</span></code></a></li>
@@ -615,7 +615,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.exp.html#domainlab-exp-exp-utils-module">domainlab.exp.exp_utils module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.exp.html#module-domainlab.exp.exp_utils">domainlab.exp.exp_utils module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.exp.html#domainlab.exp.exp_utils.AggWriter"><code class="docutils literal notranslate"><span class="pre">AggWriter</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.exp.html#domainlab.exp.exp_utils.AggWriter.confmat_to_file"><code class="docutils literal notranslate"><span class="pre">AggWriter.confmat_to_file()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.exp.html#domainlab.exp.exp_utils.AggWriter.first_line"><code class="docutils literal notranslate"><span class="pre">AggWriter.first_line()</span></code></a></li>
@@ -642,29 +642,29 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.exp.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.exp.html#module-domainlab.exp">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.exp_protocol.html">domainlab.exp_protocol package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.exp_protocol.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.exp_protocol.html#domainlab-exp-protocol-aggregate-results-module">domainlab.exp_protocol.aggregate_results module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.exp_protocol.html#module-domainlab.exp_protocol.aggregate_results">domainlab.exp_protocol.aggregate_results module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.exp_protocol.html#domainlab.exp_protocol.aggregate_results.agg_from_directory"><code class="docutils literal notranslate"><span class="pre">agg_from_directory()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.exp_protocol.html#domainlab.exp_protocol.aggregate_results.agg_main"><code class="docutils literal notranslate"><span class="pre">agg_main()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.exp_protocol.html#domainlab.exp_protocol.aggregate_results.agg_results"><code class="docutils literal notranslate"><span class="pre">agg_results()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.exp_protocol.html#domainlab-exp-protocol-run-experiment-module">domainlab.exp_protocol.run_experiment module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.exp_protocol.html#module-domainlab.exp_protocol.run_experiment">domainlab.exp_protocol.run_experiment module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.exp_protocol.html#domainlab.exp_protocol.run_experiment.convert_dict2float"><code class="docutils literal notranslate"><span class="pre">convert_dict2float()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.exp_protocol.html#domainlab.exp_protocol.run_experiment.load_parameters"><code class="docutils literal notranslate"><span class="pre">load_parameters()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.exp_protocol.html#domainlab.exp_protocol.run_experiment.run_experiment"><code class="docutils literal notranslate"><span class="pre">run_experiment()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.exp_protocol.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.exp_protocol.html#module-domainlab.exp_protocol">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.models.html">domainlab.models package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#domainlab-models-a-model-module">domainlab.models.a_model module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.a_model">domainlab.models.a_model module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.models.html#domainlab.models.a_model.AModel"><code class="docutils literal notranslate"><span class="pre">AModel</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab.models.a_model.AModel.cal_loss"><code class="docutils literal notranslate"><span class="pre">AModel.cal_loss()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab.models.a_model.AModel.cal_reg_loss"><code class="docutils literal notranslate"><span class="pre">AModel.cal_reg_loss()</span></code></a></li>
@@ -682,7 +682,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#domainlab-models-a-model-classif-module">domainlab.models.a_model_classif module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.a_model_classif">domainlab.models.a_model_classif module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.models.html#domainlab.models.a_model_classif.AModelClassif"><code class="docutils literal notranslate"><span class="pre">AModelClassif</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab.models.a_model_classif.AModelClassif.cal_logit_y"><code class="docutils literal notranslate"><span class="pre">AModelClassif.cal_logit_y()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab.models.a_model_classif.AModelClassif.cal_loss_gen_adv"><code class="docutils literal notranslate"><span class="pre">AModelClassif.cal_loss_gen_adv()</span></code></a></li>
@@ -701,15 +701,15 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#domainlab-models-args-jigen-module">domainlab.models.args_jigen module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.args_jigen">domainlab.models.args_jigen module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.models.html#domainlab.models.args_jigen.add_args2parser_jigen"><code class="docutils literal notranslate"><span class="pre">add_args2parser_jigen()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#domainlab-models-args-vae-module">domainlab.models.args_vae module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.args_vae">domainlab.models.args_vae module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.models.html#domainlab.models.args_vae.add_args2parser_vae"><code class="docutils literal notranslate"><span class="pre">add_args2parser_vae()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#domainlab-models-interface-vae-xyd-module">domainlab.models.interface_vae_xyd module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.interface_vae_xyd">domainlab.models.interface_vae_xyd module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.models.html#domainlab.models.interface_vae_xyd.InterfaceVAEXYD"><code class="docutils literal notranslate"><span class="pre">InterfaceVAEXYD</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab.models.interface_vae_xyd.InterfaceVAEXYD.init"><code class="docutils literal notranslate"><span class="pre">InterfaceVAEXYD.init()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab.models.interface_vae_xyd.InterfaceVAEXYD.init_p_zx4batch"><code class="docutils literal notranslate"><span class="pre">InterfaceVAEXYD.init_p_zx4batch()</span></code></a></li>
@@ -717,7 +717,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#domainlab-models-model-custom-module">domainlab.models.model_custom module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.model_custom">domainlab.models.model_custom module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.models.html#domainlab.models.model_custom.AModelCustom"><code class="docutils literal notranslate"><span class="pre">AModelCustom</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab.models.model_custom.AModelCustom.cal_logit_y"><code class="docutils literal notranslate"><span class="pre">AModelCustom.cal_logit_y()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab.models.model_custom.AModelCustom.dict_net_module_na2arg_na"><code class="docutils literal notranslate"><span class="pre">AModelCustom.dict_net_module_na2arg_na</span></code></a></li>
@@ -726,27 +726,27 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#domainlab-models-model-dann-module">domainlab.models.model_dann module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.model_dann">domainlab.models.model_dann module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.models.html#domainlab.models.model_dann.mk_dann"><code class="docutils literal notranslate"><span class="pre">mk_dann()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#domainlab-models-model-deep-all-module">domainlab.models.model_deep_all module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.model_deep_all">domainlab.models.model_deep_all module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.models.html#domainlab.models.model_deep_all.mk_erm"><code class="docutils literal notranslate"><span class="pre">mk_erm()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#domainlab-models-model-diva-module">domainlab.models.model_diva module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.model_diva">domainlab.models.model_diva module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.models.html#domainlab.models.model_diva.mk_diva"><code class="docutils literal notranslate"><span class="pre">mk_diva()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#domainlab-models-model-hduva-module">domainlab.models.model_hduva module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.model_hduva">domainlab.models.model_hduva module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.models.html#domainlab.models.model_hduva.mk_hduva"><code class="docutils literal notranslate"><span class="pre">mk_hduva()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#domainlab-models-model-jigen-module">domainlab.models.model_jigen module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.model_jigen">domainlab.models.model_jigen module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.models.html#domainlab.models.model_jigen.mk_jigen"><code class="docutils literal notranslate"><span class="pre">mk_jigen()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#domainlab-models-model-vae-xyd-classif-module">domainlab.models.model_vae_xyd_classif module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.model_vae_xyd_classif">domainlab.models.model_vae_xyd_classif module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.models.html#domainlab.models.model_vae_xyd_classif.VAEXYDClassif"><code class="docutils literal notranslate"><span class="pre">VAEXYDClassif</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab.models.model_vae_xyd_classif.VAEXYDClassif.cal_logit_y"><code class="docutils literal notranslate"><span class="pre">VAEXYDClassif.cal_logit_y()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab.models.model_vae_xyd_classif.VAEXYDClassif.multiplier4task_loss"><code class="docutils literal notranslate"><span class="pre">VAEXYDClassif.multiplier4task_loss</span></code></a></li>
@@ -754,12 +754,12 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.models.html#module-domainlab.models">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.tasks.html">domainlab.tasks package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-a-task-module">domainlab.tasks.a_task module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.a_task">domainlab.tasks.a_task module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.a_task.NodeTaskDG"><code class="docutils literal notranslate"><span class="pre">NodeTaskDG</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.a_task.NodeTaskDG.conf_without_args"><code class="docutils literal notranslate"><span class="pre">NodeTaskDG.conf_without_args()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.a_task.NodeTaskDG.get_list_domains"><code class="docutils literal notranslate"><span class="pre">NodeTaskDG.get_list_domains()</span></code></a></li>
@@ -778,7 +778,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-a-task-classif-module">domainlab.tasks.a_task_classif module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.a_task_classif">domainlab.tasks.a_task_classif module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.a_task_classif.NodeTaskDGClassif"><code class="docutils literal notranslate"><span class="pre">NodeTaskDGClassif</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.a_task_classif.NodeTaskDGClassif.dim_y"><code class="docutils literal notranslate"><span class="pre">NodeTaskDGClassif.dim_y</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.a_task_classif.NodeTaskDGClassif.list_str_y"><code class="docutils literal notranslate"><span class="pre">NodeTaskDGClassif.list_str_y</span></code></a></li>
@@ -787,7 +787,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-b-task-module">domainlab.tasks.b_task module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.b_task">domainlab.tasks.b_task module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.b_task.NodeTaskDict"><code class="docutils literal notranslate"><span class="pre">NodeTaskDict</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.b_task.NodeTaskDict.decorate_dset"><code class="docutils literal notranslate"><span class="pre">NodeTaskDict.decorate_dset()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.b_task.NodeTaskDict.get_dset_by_domain"><code class="docutils literal notranslate"><span class="pre">NodeTaskDict.get_dset_by_domain()</span></code></a></li>
@@ -796,7 +796,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-b-task-classif-module">domainlab.tasks.b_task_classif module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.b_task_classif">domainlab.tasks.b_task_classif module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.b_task_classif.NodeTaskDictClassif"><code class="docutils literal notranslate"><span class="pre">NodeTaskDictClassif</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.b_task_classif.NodeTaskDictClassif.count_domain_class"><code class="docutils literal notranslate"><span class="pre">NodeTaskDictClassif.count_domain_class()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.b_task_classif.NodeTaskDictClassif.init_business"><code class="docutils literal notranslate"><span class="pre">NodeTaskDictClassif.init_business()</span></code></a></li>
@@ -804,11 +804,11 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-task-dset-module">domainlab.tasks.task_dset module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.task_dset">domainlab.tasks.task_dset module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.task_dset.mk_task_dset"><code class="docutils literal notranslate"><span class="pre">mk_task_dset()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-task-folder-module">domainlab.tasks.task_folder module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.task_folder">domainlab.tasks.task_folder module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.task_folder.NodeTaskFolder"><code class="docutils literal notranslate"><span class="pre">NodeTaskFolder</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.task_folder.NodeTaskFolder.dict_domain2imgroot"><code class="docutils literal notranslate"><span class="pre">NodeTaskFolder.dict_domain2imgroot</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.task_folder.NodeTaskFolder.extensions"><code class="docutils literal notranslate"><span class="pre">NodeTaskFolder.extensions</span></code></a></li>
@@ -821,15 +821,15 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-task-folder-mk-module">domainlab.tasks.task_folder_mk module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.task_folder_mk">domainlab.tasks.task_folder_mk module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.task_folder_mk.mk_task_folder"><code class="docutils literal notranslate"><span class="pre">mk_task_folder()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-task-mini-vlcs-module">domainlab.tasks.task_mini_vlcs module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.task_mini_vlcs">domainlab.tasks.task_mini_vlcs module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.task_mini_vlcs.addtask2chain"><code class="docutils literal notranslate"><span class="pre">addtask2chain()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-task-mnist-color-module">domainlab.tasks.task_mnist_color module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.task_mnist_color">domainlab.tasks.task_mnist_color module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.task_mnist_color.NodeTaskMNISTColor10"><code class="docutils literal notranslate"><span class="pre">NodeTaskMNISTColor10</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.task_mnist_color.NodeTaskMNISTColor10.get_dset_by_domain"><code class="docutils literal notranslate"><span class="pre">NodeTaskMNISTColor10.get_dset_by_domain()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.task_mnist_color.NodeTaskMNISTColor10.get_list_domains"><code class="docutils literal notranslate"><span class="pre">NodeTaskMNISTColor10.get_list_domains()</span></code></a></li>
@@ -839,7 +839,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-task-pathlist-module">domainlab.tasks.task_pathlist module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.task_pathlist">domainlab.tasks.task_pathlist module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.task_pathlist.NodeTaskPathListDummy"><code class="docutils literal notranslate"><span class="pre">NodeTaskPathListDummy</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.task_pathlist.NodeTaskPathListDummy.get_dset_by_domain"><code class="docutils literal notranslate"><span class="pre">NodeTaskPathListDummy.get_dset_by_domain()</span></code></a></li>
 </ul>
@@ -847,11 +847,11 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.task_pathlist.mk_node_task_path_list"><code class="docutils literal notranslate"><span class="pre">mk_node_task_path_list()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-task-utils-module">domainlab.tasks.task_utils module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.task_utils">domainlab.tasks.task_utils module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.task_utils.parse_domain_id"><code class="docutils literal notranslate"><span class="pre">parse_domain_id()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-utils-task-module">domainlab.tasks.utils_task module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.utils_task">domainlab.tasks.utils_task module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.utils_task.DsetClassVecDecorator"><code class="docutils literal notranslate"><span class="pre">DsetClassVecDecorator</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.utils_task.DsetClassVecDecorator.fun_class_local_na2vec_new"><code class="docutils literal notranslate"><span class="pre">DsetClassVecDecorator.fun_class_local_na2vec_new()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.utils_task.DsetClassVecDecorator.targets"><code class="docutils literal notranslate"><span class="pre">DsetClassVecDecorator.targets</span></code></a></li>
@@ -876,22 +876,22 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.utils_task.tensor1hot2ind"><code class="docutils literal notranslate"><span class="pre">tensor1hot2ind()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-utils-task-dset-module">domainlab.tasks.utils_task_dset module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.utils_task_dset">domainlab.tasks.utils_task_dset module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.utils_task_dset.DsetIndDecorator4XYD"><code class="docutils literal notranslate"><span class="pre">DsetIndDecorator4XYD</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.utils_task_dset.DsetZip"><code class="docutils literal notranslate"><span class="pre">DsetZip</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-zoo-tasks-module">domainlab.tasks.zoo_tasks module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.zoo_tasks">domainlab.tasks.zoo_tasks module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.zoo_tasks.TaskChainNodeGetter"><code class="docutils literal notranslate"><span class="pre">TaskChainNodeGetter</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html#domainlab.tasks.zoo_tasks.get_task"><code class="docutils literal notranslate"><span class="pre">get_task()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="domainlab.utils.html">domainlab.utils package</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-flows-gen-img-model-module">domainlab.utils.flows_gen_img_model module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.flows_gen_img_model">domainlab.utils.flows_gen_img_model module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.flows_gen_img_model.FlowGenImgs"><code class="docutils literal notranslate"><span class="pre">FlowGenImgs</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.flows_gen_img_model.FlowGenImgs.gen_img_loader"><code class="docutils literal notranslate"><span class="pre">FlowGenImgs.gen_img_loader()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.flows_gen_img_model.FlowGenImgs.gen_img_xyd"><code class="docutils literal notranslate"><span class="pre">FlowGenImgs.gen_img_xyd()</span></code></a></li>
@@ -900,7 +900,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.flows_gen_img_model.fun_gen"><code class="docutils literal notranslate"><span class="pre">fun_gen()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-generate-benchmark-plots-module">domainlab.utils.generate_benchmark_plots module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.generate_benchmark_plots">domainlab.utils.generate_benchmark_plots module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.generate_benchmark_plots.boxplot"><code class="docutils literal notranslate"><span class="pre">boxplot()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.generate_benchmark_plots.boxplot_stochastic"><code class="docutils literal notranslate"><span class="pre">boxplot_stochastic()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.generate_benchmark_plots.boxplot_systematic"><code class="docutils literal notranslate"><span class="pre">boxplot_systematic()</span></code></a></li>
@@ -913,11 +913,11 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.generate_benchmark_plots.scatterplot_matrix"><code class="docutils literal notranslate"><span class="pre">scatterplot_matrix()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-get-git-tag-module">domainlab.utils.get_git_tag module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.get_git_tag">domainlab.utils.get_git_tag module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.get_git_tag.get_git_tag"><code class="docutils literal notranslate"><span class="pre">get_git_tag()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-hyperparameter-gridsearch-module">domainlab.utils.hyperparameter_gridsearch module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.hyperparameter_gridsearch">domainlab.utils.hyperparameter_gridsearch module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.hyperparameter_gridsearch.add_next_param_from_list"><code class="docutils literal notranslate"><span class="pre">add_next_param_from_list()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.hyperparameter_gridsearch.add_references_and_check_constraints"><code class="docutils literal notranslate"><span class="pre">add_references_and_check_constraints()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.hyperparameter_gridsearch.add_shared_params_to_param_grids"><code class="docutils literal notranslate"><span class="pre">add_shared_params_to_param_grids()</span></code></a></li>
@@ -934,7 +934,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.hyperparameter_gridsearch.uniform_grid"><code class="docutils literal notranslate"><span class="pre">uniform_grid()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-hyperparameter-sampling-module">domainlab.utils.hyperparameter_sampling module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.hyperparameter_sampling">domainlab.utils.hyperparameter_sampling module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.hyperparameter_sampling.CategoricalHyperparameter"><code class="docutils literal notranslate"><span class="pre">CategoricalHyperparameter</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.hyperparameter_sampling.CategoricalHyperparameter.datatype"><code class="docutils literal notranslate"><span class="pre">CategoricalHyperparameter.datatype()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.hyperparameter_sampling.CategoricalHyperparameter.sample"><code class="docutils literal notranslate"><span class="pre">CategoricalHyperparameter.sample()</span></code></a></li>
@@ -967,7 +967,7 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.hyperparameter_sampling.sample_task_only_shared"><code class="docutils literal notranslate"><span class="pre">sample_task_only_shared()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-logger-module">domainlab.utils.logger module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.logger">domainlab.utils.logger module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.logger.Logger"><code class="docutils literal notranslate"><span class="pre">Logger</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.logger.Logger.get_logger"><code class="docutils literal notranslate"><span class="pre">Logger.get_logger()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.logger.Logger.logger"><code class="docutils literal notranslate"><span class="pre">Logger.logger</span></code></a></li>
@@ -975,11 +975,11 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-override-interface-module">domainlab.utils.override_interface module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.override_interface">domainlab.utils.override_interface module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.override_interface.override_interface"><code class="docutils literal notranslate"><span class="pre">override_interface()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-perf-module">domainlab.utils.perf module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.perf">domainlab.utils.perf module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.perf.PerfClassif"><code class="docutils literal notranslate"><span class="pre">PerfClassif</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.perf.PerfClassif.cal_acc"><code class="docutils literal notranslate"><span class="pre">PerfClassif.cal_acc()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.perf.PerfClassif.gen_fun_acc"><code class="docutils literal notranslate"><span class="pre">PerfClassif.gen_fun_acc()</span></code></a></li>
@@ -988,14 +988,14 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-perf-metrics-module">domainlab.utils.perf_metrics module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.perf_metrics">domainlab.utils.perf_metrics module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.perf_metrics.PerfMetricClassif"><code class="docutils literal notranslate"><span class="pre">PerfMetricClassif</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.perf_metrics.PerfMetricClassif.cal_metrics"><code class="docutils literal notranslate"><span class="pre">PerfMetricClassif.cal_metrics()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-sanity-check-module">domainlab.utils.sanity_check module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.sanity_check">domainlab.utils.sanity_check module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.sanity_check.SanityCheck"><code class="docutils literal notranslate"><span class="pre">SanityCheck</span></code></a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.sanity_check.SanityCheck.dataset_sanity_check"><code class="docutils literal notranslate"><span class="pre">SanityCheck.dataset_sanity_check()</span></code></a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.sanity_check.SanityCheck.save_san_check_for_domain"><code class="docutils literal notranslate"><span class="pre">SanityCheck.save_san_check_for_domain()</span></code></a></li>
@@ -1003,40 +1003,40 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-test-img-module">domainlab.utils.test_img module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.test_img">domainlab.utils.test_img module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.test_img.mk_img"><code class="docutils literal notranslate"><span class="pre">mk_img()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.test_img.mk_rand_label_onehot"><code class="docutils literal notranslate"><span class="pre">mk_rand_label_onehot()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.test_img.mk_rand_xyd"><code class="docutils literal notranslate"><span class="pre">mk_rand_xyd()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-u-import-module">domainlab.utils.u_import module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.u_import">domainlab.utils.u_import module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.u_import.import_path"><code class="docutils literal notranslate"><span class="pre">import_path()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-u-import-net-module-module">domainlab.utils.u_import_net_module module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.u_import_net_module">domainlab.utils.u_import_net_module module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.u_import_net_module.build_external_obj_net_module_feat_extract"><code class="docutils literal notranslate"><span class="pre">build_external_obj_net_module_feat_extract()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-utils-class-module">domainlab.utils.utils_class module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.utils_class">domainlab.utils.utils_class module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.utils_class.store_args"><code class="docutils literal notranslate"><span class="pre">store_args()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-utils-classif-module">domainlab.utils.utils_classif module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.utils_classif">domainlab.utils.utils_classif module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.utils_classif.get_label_na"><code class="docutils literal notranslate"><span class="pre">get_label_na()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.utils_classif.logit2preds_vpic"><code class="docutils literal notranslate"><span class="pre">logit2preds_vpic()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.utils_classif.mk_dummy_label_list_str"><code class="docutils literal notranslate"><span class="pre">mk_dummy_label_list_str()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-utils-cuda-module">domainlab.utils.utils_cuda module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.utils_cuda">domainlab.utils.utils_cuda module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.utils_cuda.get_device"><code class="docutils literal notranslate"><span class="pre">get_device()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-utils-img-sav-module">domainlab.utils.utils_img_sav module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.utils_img_sav">domainlab.utils.utils_img_sav module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.utils_img_sav.mk_fun_sav_img"><code class="docutils literal notranslate"><span class="pre">mk_fun_sav_img()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html#domainlab.utils.utils_img_sav.sav_add_title"><code class="docutils literal notranslate"><span class="pre">sav_add_title()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils">Module contents</a></li>
 </ul>
 </li>
 </ul>
@@ -1045,9 +1045,9 @@ <h2 id="subpackages">Subpackages<a class="headerlink" href="#subpackages" title=
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-arg-parser-module">
-<h2 id="domainlab-arg-parser-module">domainlab.arg_parser module<a class="headerlink" href="#domainlab-arg-parser-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.arg_parser">Command line arguments</p>
+<section id="module-domainlab.arg_parser">
+<span id="domainlab-arg-parser-module"></span><h2 id="module-domainlab.arg_parser">domainlab.arg_parser module<a class="headerlink" href="#module-domainlab.arg_parser" title="Link to this heading">¶</a></h2>
+<p>Command line arguments</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.arg_parser.apply_dict_to_args">
 <span class="sig-prename descclassname"><span class="pre">domainlab.arg_parser.</span></span><span class="sig-name descname"><span class="pre">apply_dict_to_args</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extend</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/arg_parser.html#apply_dict_to_args"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.arg_parser.apply_dict_to_args" title="Link to this definition">¶</a></dt>
@@ -1066,9 +1066,9 @@ <h2 id="domainlab-arg-parser-module">domainlab.arg_parser module<a class="header
 <dd><p>get args from command line</p>
 </dd></dl>
 </section>
-<section id="domainlab-mk-exp-module">
-<h2 id="domainlab-mk-exp-module">domainlab.mk_exp module<a class="headerlink" href="#domainlab-mk-exp-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.mk_exp">make an experiment</p>
+<section id="module-domainlab.mk_exp">
+<span id="domainlab-mk-exp-module"></span><h2 id="module-domainlab.mk_exp">domainlab.mk_exp module<a class="headerlink" href="#module-domainlab.mk_exp" title="Link to this heading">¶</a></h2>
+<p>make an experiment</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.mk_exp.mk_exp">
 <span class="sig-prename descclassname"><span class="pre">domainlab.mk_exp.</span></span><span class="sig-name descname"><span class="pre">mk_exp</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">task</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trainer</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">test_domain</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batchsize</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nocu</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/mk_exp.html#mk_exp"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.mk_exp.mk_exp" title="Link to this definition">¶</a></dt>
@@ -1090,9 +1090,9 @@ <h2 id="domainlab-mk-exp-module">domainlab.mk_exp module<a class="headerlink" hr
 <p>Returns: experiment</p>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab">globals for the whole package</p>
+<section id="module-domainlab">
+<span id="module-contents"></span><h2 id="module-domainlab">Module contents<a class="headerlink" href="#module-domainlab" title="Link to this heading">¶</a></h2>
+<p>globals for the whole package</p>
 </section>
 </section>
 
@@ -1115,7 +1115,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab </span>
               </div>
             </a>
           
@@ -1125,7 +1125,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.algos package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.algos package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -1143,7 +1143,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.models.html b/docs/build/html/domainlab.models.html
index 3022f5400..8e8b057bf 100644
--- a/docs/build/html/domainlab.models.html
+++ b/docs/build/html/domainlab.models.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.models package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -289,13 +289,13 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-models--page-root" class="md-nav__link">domainlab.models package</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-models-a-model-module" class="md-nav__link">domainlab.models.a_model module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.models.a_model" class="md-nav__link">domainlab.models.a_model module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.models.a_model.AModel" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">AModel</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -327,7 +327,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-models-a-model-classif-module" class="md-nav__link">domainlab.models.a_model_classif module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.models.a_model_classif" class="md-nav__link">domainlab.models.a_model_classif module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.models.a_model_classif.AModelClassif" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">AModelClassif</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -361,19 +361,19 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-models-args-jigen-module" class="md-nav__link">domainlab.models.args_jigen module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.models.args_jigen" class="md-nav__link">domainlab.models.args_jigen module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.models.args_jigen.add_args2parser_jigen" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">add_args2parser_jigen()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-models-args-vae-module" class="md-nav__link">domainlab.models.args_vae module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.models.args_vae" class="md-nav__link">domainlab.models.args_vae module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.models.args_vae.add_args2parser_vae" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">add_args2parser_vae()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-models-interface-vae-xyd-module" class="md-nav__link">domainlab.models.interface_vae_xyd module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.models.interface_vae_xyd" class="md-nav__link">domainlab.models.interface_vae_xyd module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.models.interface_vae_xyd.InterfaceVAEXYD" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">InterfaceVAEXYD</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -385,7 +385,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-models-model-custom-module" class="md-nav__link">domainlab.models.model_custom module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.models.model_custom" class="md-nav__link">domainlab.models.model_custom module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.models.model_custom.AModelCustom" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">AModelCustom</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -399,37 +399,37 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-models-model-dann-module" class="md-nav__link">domainlab.models.model_dann module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.models.model_dann" class="md-nav__link">domainlab.models.model_dann module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.models.model_dann.mk_dann" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">mk_dann()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-models-model-deep-all-module" class="md-nav__link">domainlab.models.model_deep_all module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.models.model_deep_all" class="md-nav__link">domainlab.models.model_deep_all module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.models.model_deep_all.mk_erm" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">mk_erm()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-models-model-diva-module" class="md-nav__link">domainlab.models.model_diva module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.models.model_diva" class="md-nav__link">domainlab.models.model_diva module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.models.model_diva.mk_diva" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">mk_diva()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-models-model-hduva-module" class="md-nav__link">domainlab.models.model_hduva module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.models.model_hduva" class="md-nav__link">domainlab.models.model_hduva module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.models.model_hduva.mk_hduva" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">mk_hduva()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-models-model-jigen-module" class="md-nav__link">domainlab.models.model_jigen module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.models.model_jigen" class="md-nav__link">domainlab.models.model_jigen module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.models.model_jigen.mk_jigen" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">mk_jigen()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-models-model-vae-xyd-classif-module" class="md-nav__link">domainlab.models.model_vae_xyd_classif module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.models.model_vae_xyd_classif" class="md-nav__link">domainlab.models.model_vae_xyd_classif module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.models.model_vae_xyd_classif.VAEXYDClassif" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">VAEXYDClassif</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -441,7 +441,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.models" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -459,9 +459,9 @@ <h1 id="domainlab-models--page-root">domainlab.models package<a class="headerlin
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-models-a-model-module">
-<h2 id="domainlab-models-a-model-module">domainlab.models.a_model module<a class="headerlink" href="#domainlab-models-a-model-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.models.a_model">operations that all kinds of models should have</p>
+<section id="module-domainlab.models.a_model">
+<span id="domainlab-models-a-model-module"></span><h2 id="module-domainlab.models.a_model">domainlab.models.a_model module<a class="headerlink" href="#module-domainlab.models.a_model" title="Link to this heading">¶</a></h2>
+<p>operations that all kinds of models should have</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.models.a_model.AModel">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.models.a_model.</span></span><span class="sig-name descname"><span class="pre">AModel</span></span><a class="reference internal" href="_modules/domainlab/models/a_model.html#AModel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.models.a_model.AModel" title="Link to this definition">¶</a></dt>
@@ -552,9 +552,9 @@ <h2 id="domainlab-models-a-model-module">domainlab.models.a_model module<a class
 <dd></dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-models-a-model-classif-module">
-<h2 id="domainlab-models-a-model-classif-module">domainlab.models.a_model_classif module<a class="headerlink" href="#domainlab-models-a-model-classif-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.models.a_model_classif">operations that all claasification model should have</p>
+<section id="module-domainlab.models.a_model_classif">
+<span id="domainlab-models-a-model-classif-module"></span><h2 id="module-domainlab.models.a_model_classif">domainlab.models.a_model_classif module<a class="headerlink" href="#module-domainlab.models.a_model_classif" title="Link to this heading">¶</a></h2>
+<p>operations that all claasification model should have</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.models.a_model_classif.AModelClassif">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.models.a_model_classif.</span></span><span class="sig-name descname"><span class="pre">AModelClassif</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">list_str_y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/models/a_model_classif.html#AModelClassif"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.models.a_model_classif.AModelClassif" title="Link to this definition">¶</a></dt>
@@ -654,25 +654,25 @@ <h2 id="domainlab-models-a-model-classif-module">domainlab.models.a_model_classi
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-models-args-jigen-module">
-<h2 id="domainlab-models-args-jigen-module">domainlab.models.args_jigen module<a class="headerlink" href="#domainlab-models-args-jigen-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.models.args_jigen">hyper-parameters for JiGen</p>
+<section id="module-domainlab.models.args_jigen">
+<span id="domainlab-models-args-jigen-module"></span><h2 id="module-domainlab.models.args_jigen">domainlab.models.args_jigen module<a class="headerlink" href="#module-domainlab.models.args_jigen" title="Link to this heading">¶</a></h2>
+<p>hyper-parameters for JiGen</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.models.args_jigen.add_args2parser_jigen">
 <span class="sig-prename descclassname"><span class="pre">domainlab.models.args_jigen.</span></span><span class="sig-name descname"><span class="pre">add_args2parser_jigen</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parser</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/models/args_jigen.html#add_args2parser_jigen"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.models.args_jigen.add_args2parser_jigen" title="Link to this definition">¶</a></dt>
 <dd><p>hyper-parameters for JiGen</p>
 </dd></dl>
 </section>
-<section id="domainlab-models-args-vae-module">
-<h2 id="domainlab-models-args-vae-module">domainlab.models.args_vae module<a class="headerlink" href="#domainlab-models-args-vae-module" title="Link to this heading">¶</a></h2>
-<dl class="py function" id="module-domainlab.models.args_vae">
+<section id="module-domainlab.models.args_vae">
+<span id="domainlab-models-args-vae-module"></span><h2 id="module-domainlab.models.args_vae">domainlab.models.args_vae module<a class="headerlink" href="#module-domainlab.models.args_vae" title="Link to this heading">¶</a></h2>
+<dl class="py function">
 <dt class="sig sig-object py" id="domainlab.models.args_vae.add_args2parser_vae">
 <span class="sig-prename descclassname"><span class="pre">domainlab.models.args_vae.</span></span><span class="sig-name descname"><span class="pre">add_args2parser_vae</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parser</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/models/args_vae.html#add_args2parser_vae"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.models.args_vae.add_args2parser_vae" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 </section>
-<section id="domainlab-models-interface-vae-xyd-module">
-<h2 id="domainlab-models-interface-vae-xyd-module">domainlab.models.interface_vae_xyd module<a class="headerlink" href="#domainlab-models-interface-vae-xyd-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.models.interface_vae_xyd">Base Class for XYD VAE</p>
+<section id="module-domainlab.models.interface_vae_xyd">
+<span id="domainlab-models-interface-vae-xyd-module"></span><h2 id="module-domainlab.models.interface_vae_xyd">domainlab.models.interface_vae_xyd module<a class="headerlink" href="#module-domainlab.models.interface_vae_xyd" title="Link to this heading">¶</a></h2>
+<p>Base Class for XYD VAE</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.models.interface_vae_xyd.InterfaceVAEXYD">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.models.interface_vae_xyd.</span></span><span class="sig-name descname"><span class="pre">InterfaceVAEXYD</span></span><a class="reference internal" href="_modules/domainlab/models/interface_vae_xyd.html#InterfaceVAEXYD"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.models.interface_vae_xyd.InterfaceVAEXYD" title="Link to this definition">¶</a></dt>
@@ -700,9 +700,9 @@ <h2 id="domainlab-models-interface-vae-xyd-module">domainlab.models.interface_va
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-models-model-custom-module">
-<h2 id="domainlab-models-model-custom-module">domainlab.models.model_custom module<a class="headerlink" href="#domainlab-models-model-custom-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.models.model_custom">
+<section id="module-domainlab.models.model_custom">
+<span id="domainlab-models-model-custom-module"></span><h2 id="module-domainlab.models.model_custom">domainlab.models.model_custom module<a class="headerlink" href="#module-domainlab.models.model_custom" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.models.model_custom.AModelCustom">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.models.model_custom.</span></span><span class="sig-name descname"><span class="pre">AModelCustom</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">list_str_y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list_str_d</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/models/model_custom.html#AModelCustom"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.models.model_custom.AModelCustom" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#domainlab.models.a_model_classif.AModelClassif" title="domainlab.models.a_model_classif.AModelClassif"><code class="xref py py-class docutils literal notranslate"><span class="pre">AModelClassif</span></code></a></p>
@@ -740,9 +740,9 @@ <h2 id="domainlab-models-model-custom-module">domainlab.models.model_custom modu
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-models-model-dann-module">
-<h2 id="domainlab-models-model-dann-module">domainlab.models.model_dann module<a class="headerlink" href="#domainlab-models-model-dann-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.models.model_dann">construct feature extractor, task neural network (e.g. classification) and domain classification
+<section id="module-domainlab.models.model_dann">
+<span id="domainlab-models-model-dann-module"></span><h2 id="module-domainlab.models.model_dann">domainlab.models.model_dann module<a class="headerlink" href="#module-domainlab.models.model_dann" title="Link to this heading">¶</a></h2>
+<p>construct feature extractor, task neural network (e.g. classification) and domain classification
 network</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.models.model_dann.mk_dann">
@@ -788,9 +788,9 @@ <h2 id="domainlab-models-model-dann-module">domainlab.models.model_dann module<a
 </dl>
 </dd></dl>
 </section>
-<section id="domainlab-models-model-deep-all-module">
-<h2 id="domainlab-models-model-deep-all-module">domainlab.models.model_deep_all module<a class="headerlink" href="#domainlab-models-model-deep-all-module" title="Link to this heading">¶</a></h2>
-<dl class="py function" id="module-domainlab.models.model_deep_all">
+<section id="module-domainlab.models.model_deep_all">
+<span id="domainlab-models-model-deep-all-module"></span><h2 id="module-domainlab.models.model_deep_all">domainlab.models.model_deep_all module<a class="headerlink" href="#module-domainlab.models.model_deep_all" title="Link to this heading">¶</a></h2>
+<dl class="py function">
 <dt class="sig sig-object py" id="domainlab.models.model_deep_all.mk_erm">
 <span class="sig-prename descclassname"><span class="pre">domainlab.models.model_deep_all.</span></span><span class="sig-name descname"><span class="pre">mk_erm</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parent_class=&lt;class</span> <span class="pre">'domainlab.models.a_model_classif.AModelClassif'&gt;</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/models/model_deep_all.html#mk_erm"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.models.model_deep_all.mk_erm" title="Link to this definition">¶</a></dt>
 <dd><p>Instantiate a Deepall (ERM) model</p>
@@ -820,9 +820,9 @@ <h2 id="domainlab-models-model-deep-all-module">domainlab.models.model_deep_all
 </dl>
 </dd></dl>
 </section>
-<section id="domainlab-models-model-diva-module">
-<h2 id="domainlab-models-model-diva-module">domainlab.models.model_diva module<a class="headerlink" href="#domainlab-models-model-diva-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.models.model_diva">DIVA</p>
+<section id="module-domainlab.models.model_diva">
+<span id="domainlab-models-model-diva-module"></span><h2 id="module-domainlab.models.model_diva">domainlab.models.model_diva module<a class="headerlink" href="#module-domainlab.models.model_diva" title="Link to this heading">¶</a></h2>
+<p>DIVA</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.models.model_diva.mk_diva">
 <span class="sig-prename descclassname"><span class="pre">domainlab.models.model_diva.</span></span><span class="sig-name descname"><span class="pre">mk_diva</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parent_class=&lt;class</span> <span class="pre">'domainlab.models.model_vae_xyd_classif.VAEXYDClassif'&gt;</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/models/model_diva.html#mk_diva"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.models.model_diva.mk_diva" title="Link to this definition">¶</a></dt>
@@ -872,9 +872,9 @@ <h2 id="domainlab-models-model-diva-module">domainlab.models.model_diva module<a
 </dl>
 </dd></dl>
 </section>
-<section id="domainlab-models-model-hduva-module">
-<h2 id="domainlab-models-model-hduva-module">domainlab.models.model_hduva module<a class="headerlink" href="#domainlab-models-model-hduva-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.models.model_hduva">Hierarchical Domain Unsupervised Variational Auto-Encoding</p>
+<section id="module-domainlab.models.model_hduva">
+<span id="domainlab-models-model-hduva-module"></span><h2 id="module-domainlab.models.model_hduva">domainlab.models.model_hduva module<a class="headerlink" href="#module-domainlab.models.model_hduva" title="Link to this heading">¶</a></h2>
+<p>Hierarchical Domain Unsupervised Variational Auto-Encoding</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.models.model_hduva.mk_hduva">
 <span class="sig-prename descclassname"><span class="pre">domainlab.models.model_hduva.</span></span><span class="sig-name descname"><span class="pre">mk_hduva</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parent_class=&lt;class</span> <span class="pre">'domainlab.models.model_vae_xyd_classif.VAEXYDClassif'&gt;</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/models/model_hduva.html#mk_hduva"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.models.model_hduva.mk_hduva" title="Link to this definition">¶</a></dt>
@@ -926,9 +926,9 @@ <h2 id="domainlab-models-model-hduva-module">domainlab.models.model_hduva module
 </dl>
 </dd></dl>
 </section>
-<section id="domainlab-models-model-jigen-module">
-<h2 id="domainlab-models-model-jigen-module">domainlab.models.model_jigen module<a class="headerlink" href="#domainlab-models-model-jigen-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.models.model_jigen">Jigen Model Similar to DANN model</p>
+<section id="module-domainlab.models.model_jigen">
+<span id="domainlab-models-model-jigen-module"></span><h2 id="module-domainlab.models.model_jigen">domainlab.models.model_jigen module<a class="headerlink" href="#module-domainlab.models.model_jigen" title="Link to this heading">¶</a></h2>
+<p>Jigen Model Similar to DANN model</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.models.model_jigen.mk_jigen">
 <span class="sig-prename descclassname"><span class="pre">domainlab.models.model_jigen.</span></span><span class="sig-name descname"><span class="pre">mk_jigen</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parent_class=&lt;class</span> <span class="pre">'domainlab.models.a_model_classif.AModelClassif'&gt;</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/models/model_jigen.html#mk_jigen"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.models.model_jigen.mk_jigen" title="Link to this definition">¶</a></dt>
@@ -977,9 +977,9 @@ <h2 id="domainlab-models-model-jigen-module">domainlab.models.model_jigen module
 </dl>
 </dd></dl>
 </section>
-<section id="domainlab-models-model-vae-xyd-classif-module">
-<h2 id="domainlab-models-model-vae-xyd-classif-module">domainlab.models.model_vae_xyd_classif module<a class="headerlink" href="#domainlab-models-model-vae-xyd-classif-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.models.model_vae_xyd_classif">Base Class for XYD VAE Classify</p>
+<section id="module-domainlab.models.model_vae_xyd_classif">
+<span id="domainlab-models-model-vae-xyd-classif-module"></span><h2 id="module-domainlab.models.model_vae_xyd_classif">domainlab.models.model_vae_xyd_classif module<a class="headerlink" href="#module-domainlab.models.model_vae_xyd_classif" title="Link to this heading">¶</a></h2>
+<p>Base Class for XYD VAE Classify</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.models.model_vae_xyd_classif.VAEXYDClassif">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.models.model_vae_xyd_classif.</span></span><span class="sig-name descname"><span class="pre">VAEXYDClassif</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">chain_node_builder</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">zd_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">zy_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">zx_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list_str_y</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/models/model_vae_xyd_classif.html#VAEXYDClassif"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.models.model_vae_xyd_classif.VAEXYDClassif" title="Link to this definition">¶</a></dt>
@@ -997,9 +997,9 @@ <h2 id="domainlab-models-model-vae-xyd-classif-module">domainlab.models.model_va
 </dd></dl>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.models"></span></section>
+<section id="module-domainlab.models">
+<span id="module-contents"></span><h2 id="module-domainlab.models">Module contents<a class="headerlink" href="#module-domainlab.models" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -1021,7 +1021,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.exp_protocol package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.exp_protocol package </span>
               </div>
             </a>
           
@@ -1031,7 +1031,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.tasks package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.tasks package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -1049,7 +1049,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.tasks.html b/docs/build/html/domainlab.tasks.html
index dd0903c0a..f27a64222 100644
--- a/docs/build/html/domainlab.tasks.html
+++ b/docs/build/html/domainlab.tasks.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.tasks package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -289,13 +289,13 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-tasks--page-root" class="md-nav__link">domainlab.tasks package</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-tasks-a-task-module" class="md-nav__link">domainlab.tasks.a_task module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.tasks.a_task" class="md-nav__link">domainlab.tasks.a_task module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.tasks.a_task.NodeTaskDG" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeTaskDG</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -329,7 +329,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-tasks-a-task-classif-module" class="md-nav__link">domainlab.tasks.a_task_classif module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.tasks.a_task_classif" class="md-nav__link">domainlab.tasks.a_task_classif module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.tasks.a_task_classif.NodeTaskDGClassif" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeTaskDGClassif</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -343,7 +343,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-tasks-b-task-module" class="md-nav__link">domainlab.tasks.b_task module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.tasks.b_task" class="md-nav__link">domainlab.tasks.b_task module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.tasks.b_task.NodeTaskDict" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeTaskDict</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -357,7 +357,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-tasks-b-task-classif-module" class="md-nav__link">domainlab.tasks.b_task_classif module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.tasks.b_task_classif" class="md-nav__link">domainlab.tasks.b_task_classif module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.tasks.b_task_classif.NodeTaskDictClassif" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeTaskDictClassif</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -369,13 +369,13 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-tasks-task-dset-module" class="md-nav__link">domainlab.tasks.task_dset module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.tasks.task_dset" class="md-nav__link">domainlab.tasks.task_dset module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.tasks.task_dset.mk_task_dset" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">mk_task_dset()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-tasks-task-folder-module" class="md-nav__link">domainlab.tasks.task_folder module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.tasks.task_folder" class="md-nav__link">domainlab.tasks.task_folder module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.tasks.task_folder.NodeTaskFolder" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeTaskFolder</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -395,19 +395,19 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-tasks-task-folder-mk-module" class="md-nav__link">domainlab.tasks.task_folder_mk module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.tasks.task_folder_mk" class="md-nav__link">domainlab.tasks.task_folder_mk module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.tasks.task_folder_mk.mk_task_folder" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">mk_task_folder()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-tasks-task-mini-vlcs-module" class="md-nav__link">domainlab.tasks.task_mini_vlcs module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.tasks.task_mini_vlcs" class="md-nav__link">domainlab.tasks.task_mini_vlcs module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.tasks.task_mini_vlcs.addtask2chain" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">addtask2chain()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-tasks-task-mnist-color-module" class="md-nav__link">domainlab.tasks.task_mnist_color module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.tasks.task_mnist_color" class="md-nav__link">domainlab.tasks.task_mnist_color module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.tasks.task_mnist_color.NodeTaskMNISTColor10" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeTaskMNISTColor10</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -423,7 +423,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-tasks-task-pathlist-module" class="md-nav__link">domainlab.tasks.task_pathlist module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.tasks.task_pathlist" class="md-nav__link">domainlab.tasks.task_pathlist module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.tasks.task_pathlist.NodeTaskPathListDummy" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">NodeTaskPathListDummy</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -435,13 +435,13 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-tasks-task-utils-module" class="md-nav__link">domainlab.tasks.task_utils module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.tasks.task_utils" class="md-nav__link">domainlab.tasks.task_utils module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.tasks.task_utils.parse_domain_id" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">parse_domain_id()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-tasks-utils-task-module" class="md-nav__link">domainlab.tasks.utils_task module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.tasks.utils_task" class="md-nav__link">domainlab.tasks.utils_task module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.tasks.utils_task.DsetClassVecDecorator" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">DsetClassVecDecorator</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -483,7 +483,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-tasks-utils-task-dset-module" class="md-nav__link">domainlab.tasks.utils_task_dset module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.tasks.utils_task_dset" class="md-nav__link">domainlab.tasks.utils_task_dset module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.tasks.utils_task_dset.DsetIndDecorator4XYD" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">DsetIndDecorator4XYD</span></code></a>
         </li>
@@ -491,7 +491,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-tasks-zoo-tasks-module" class="md-nav__link">domainlab.tasks.zoo_tasks module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.tasks.zoo_tasks" class="md-nav__link">domainlab.tasks.zoo_tasks module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.tasks.zoo_tasks.TaskChainNodeGetter" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">TaskChainNodeGetter</span></code></a>
         </li>
@@ -499,7 +499,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.tasks" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -517,9 +517,9 @@ <h1 id="domainlab-tasks--page-root">domainlab.tasks package<a class="headerlink"
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-tasks-a-task-module">
-<h2 id="domainlab-tasks-a-task-module">domainlab.tasks.a_task module<a class="headerlink" href="#domainlab-tasks-a-task-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.tasks.a_task">Base class for Task</p>
+<section id="module-domainlab.tasks.a_task">
+<span id="domainlab-tasks-a-task-module"></span><h2 id="module-domainlab.tasks.a_task">domainlab.tasks.a_task module<a class="headerlink" href="#module-domainlab.tasks.a_task" title="Link to this heading">¶</a></h2>
+<p>Base class for Task</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.tasks.a_task.NodeTaskDG">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.tasks.a_task.</span></span><span class="sig-name descname"><span class="pre">NodeTaskDG</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">succ</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/tasks/a_task.html#NodeTaskDG"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.tasks.a_task.NodeTaskDG" title="Link to this definition">¶</a></dt>
@@ -620,9 +620,9 @@ <h2 id="domainlab-tasks-a-task-module">domainlab.tasks.a_task module<a class="he
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-tasks-a-task-classif-module">
-<h2 id="domainlab-tasks-a-task-classif-module">domainlab.tasks.a_task_classif module<a class="headerlink" href="#domainlab-tasks-a-task-classif-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.tasks.a_task_classif">Abstract class for TaskClassif</p>
+<section id="module-domainlab.tasks.a_task_classif">
+<span id="domainlab-tasks-a-task-classif-module"></span><h2 id="module-domainlab.tasks.a_task_classif">domainlab.tasks.a_task_classif module<a class="headerlink" href="#module-domainlab.tasks.a_task_classif" title="Link to this heading">¶</a></h2>
+<p>Abstract class for TaskClassif</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.tasks.a_task_classif.NodeTaskDGClassif">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.tasks.a_task_classif.</span></span><span class="sig-name descname"><span class="pre">NodeTaskDGClassif</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">succ</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/tasks/a_task_classif.html#NodeTaskDGClassif"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.tasks.a_task_classif.NodeTaskDGClassif" title="Link to this definition">¶</a></dt>
@@ -645,9 +645,9 @@ <h2 id="domainlab-tasks-a-task-classif-module">domainlab.tasks.a_task_classif mo
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-tasks-b-task-module">
-<h2 id="domainlab-tasks-b-task-module">domainlab.tasks.b_task module<a class="headerlink" href="#domainlab-tasks-b-task-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.tasks.b_task">Use dictionaries to create train and test domain split</p>
+<section id="module-domainlab.tasks.b_task">
+<span id="domainlab-tasks-b-task-module"></span><h2 id="module-domainlab.tasks.b_task">domainlab.tasks.b_task module<a class="headerlink" href="#module-domainlab.tasks.b_task" title="Link to this heading">¶</a></h2>
+<p>Use dictionaries to create train and test domain split</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.tasks.b_task.NodeTaskDict">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.tasks.b_task.</span></span><span class="sig-name descname"><span class="pre">NodeTaskDict</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">succ</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/tasks/b_task.html#NodeTaskDict"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.tasks.b_task.NodeTaskDict" title="Link to this definition">¶</a></dt>
@@ -670,9 +670,9 @@ <h2 id="domainlab-tasks-b-task-module">domainlab.tasks.b_task module<a class="he
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-tasks-b-task-classif-module">
-<h2 id="domainlab-tasks-b-task-classif-module">domainlab.tasks.b_task_classif module<a class="headerlink" href="#domainlab-tasks-b-task-classif-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.tasks.b_task_classif">Use dictionaries to create train and test domain split</p>
+<section id="module-domainlab.tasks.b_task_classif">
+<span id="domainlab-tasks-b-task-classif-module"></span><h2 id="module-domainlab.tasks.b_task_classif">domainlab.tasks.b_task_classif module<a class="headerlink" href="#module-domainlab.tasks.b_task_classif" title="Link to this heading">¶</a></h2>
+<p>Use dictionaries to create train and test domain split</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.tasks.b_task_classif.NodeTaskDictClassif">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.tasks.b_task_classif.</span></span><span class="sig-name descname"><span class="pre">NodeTaskDictClassif</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">succ</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/tasks/b_task_classif.html#NodeTaskDictClassif"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.tasks.b_task_classif.NodeTaskDictClassif" title="Link to this definition">¶</a></dt>
@@ -691,9 +691,9 @@ <h2 id="domainlab-tasks-b-task-classif-module">domainlab.tasks.b_task_classif mo
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-tasks-task-dset-module">
-<h2 id="domainlab-tasks-task-dset-module">domainlab.tasks.task_dset module<a class="headerlink" href="#domainlab-tasks-task-dset-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.tasks.task_dset">Use dictionaries to create train and test domain split</p>
+<section id="module-domainlab.tasks.task_dset">
+<span id="domainlab-tasks-task-dset-module"></span><h2 id="module-domainlab.tasks.task_dset">domainlab.tasks.task_dset module<a class="headerlink" href="#module-domainlab.tasks.task_dset" title="Link to this heading">¶</a></h2>
+<p>Use dictionaries to create train and test domain split</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.tasks.task_dset.mk_task_dset">
 <span class="sig-prename descclassname"><span class="pre">domainlab.tasks.task_dset.</span></span><span class="sig-name descname"><span class="pre">mk_task_dset</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">isize</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">taskna='task_custom'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim_y=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list_str_y=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">parent=&lt;class</span> <span class="pre">'domainlab.tasks.b_task_classif.NodeTaskDictClassif'&gt;</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">succ=None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/tasks/task_dset.html#mk_task_dset"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.tasks.task_dset.mk_task_dset" title="Link to this definition">¶</a></dt>
@@ -702,9 +702,9 @@ <h2 id="domainlab-tasks-task-dset-module">domainlab.tasks.task_dset module<a cla
 validation (can be identical to training)</p>
 </dd></dl>
 </section>
-<section id="domainlab-tasks-task-folder-module">
-<h2 id="domainlab-tasks-task-folder-module">domainlab.tasks.task_folder module<a class="headerlink" href="#domainlab-tasks-task-folder-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.tasks.task_folder">When class names and numbers does not match across different domains</p>
+<section id="module-domainlab.tasks.task_folder">
+<span id="domainlab-tasks-task-folder-module"></span><h2 id="module-domainlab.tasks.task_folder">domainlab.tasks.task_folder module<a class="headerlink" href="#module-domainlab.tasks.task_folder" title="Link to this heading">¶</a></h2>
+<p>When class names and numbers does not match across different domains</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.tasks.task_folder.NodeTaskFolder">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.tasks.task_folder.</span></span><span class="sig-name descname"><span class="pre">NodeTaskFolder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">succ</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/tasks/task_folder.html#NodeTaskFolder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.tasks.task_folder.NodeTaskFolder" title="Link to this definition">¶</a></dt>
@@ -745,9 +745,9 @@ <h2 id="domainlab-tasks-task-folder-module">domainlab.tasks.task_folder module<a
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-tasks-task-folder-mk-module">
-<h2 id="domainlab-tasks-task-folder-mk-module">domainlab.tasks.task_folder_mk module<a class="headerlink" href="#domainlab-tasks-task-folder-mk-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.tasks.task_folder_mk">When class names and numbers does not match across different domains</p>
+<section id="module-domainlab.tasks.task_folder_mk">
+<span id="domainlab-tasks-task-folder-mk-module"></span><h2 id="module-domainlab.tasks.task_folder_mk">domainlab.tasks.task_folder_mk module<a class="headerlink" href="#module-domainlab.tasks.task_folder_mk" title="Link to this heading">¶</a></h2>
+<p>When class names and numbers does not match across different domains</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.tasks.task_folder_mk.mk_task_folder">
 <span class="sig-prename descclassname"><span class="pre">domainlab.tasks.task_folder_mk.</span></span><span class="sig-name descname"><span class="pre">mk_task_folder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">extensions</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list_str_y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dict_domain_folder_name2class</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dict_domain_img_trans</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">img_trans_te</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">isize</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dict_domain2imgroot</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">taskna</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">succ</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/tasks/task_folder_mk.html#mk_task_folder"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.tasks.task_folder_mk.mk_task_folder" title="Link to this definition">¶</a></dt>
@@ -775,18 +775,18 @@ <h2 id="domainlab-tasks-task-folder-mk-module">domainlab.tasks.task_folder_mk mo
 :taskna: user defined task name</p>
 </dd></dl>
 </section>
-<section id="domainlab-tasks-task-mini-vlcs-module">
-<h2 id="domainlab-tasks-task-mini-vlcs-module">domainlab.tasks.task_mini_vlcs module<a class="headerlink" href="#domainlab-tasks-task-mini-vlcs-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.tasks.task_mini_vlcs">test task for image size 224</p>
+<section id="module-domainlab.tasks.task_mini_vlcs">
+<span id="domainlab-tasks-task-mini-vlcs-module"></span><h2 id="module-domainlab.tasks.task_mini_vlcs">domainlab.tasks.task_mini_vlcs module<a class="headerlink" href="#module-domainlab.tasks.task_mini_vlcs" title="Link to this heading">¶</a></h2>
+<p>test task for image size 224</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.tasks.task_mini_vlcs.addtask2chain">
 <span class="sig-prename descclassname"><span class="pre">domainlab.tasks.task_mini_vlcs.</span></span><span class="sig-name descname"><span class="pre">addtask2chain</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">chain</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/tasks/task_mini_vlcs.html#addtask2chain"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.tasks.task_mini_vlcs.addtask2chain" title="Link to this definition">¶</a></dt>
 <dd><p>given a chain of responsibility for task selection, add another task into the chain</p>
 </dd></dl>
 </section>
-<section id="domainlab-tasks-task-mnist-color-module">
-<h2 id="domainlab-tasks-task-mnist-color-module">domainlab.tasks.task_mnist_color module<a class="headerlink" href="#domainlab-tasks-task-mnist-color-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.tasks.task_mnist_color">Color MNIST with palette</p>
+<section id="module-domainlab.tasks.task_mnist_color">
+<span id="domainlab-tasks-task-mnist-color-module"></span><h2 id="module-domainlab.tasks.task_mnist_color">domainlab.tasks.task_mnist_color module<a class="headerlink" href="#module-domainlab.tasks.task_mnist_color" title="Link to this heading">¶</a></h2>
+<p>Color MNIST with palette</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.tasks.task_mnist_color.NodeTaskMNISTColor10">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.tasks.task_mnist_color.</span></span><span class="sig-name descname"><span class="pre">NodeTaskMNISTColor10</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">succ</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/tasks/task_mnist_color.html#NodeTaskMNISTColor10"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.tasks.task_mnist_color.NodeTaskMNISTColor10" title="Link to this definition">¶</a></dt>
@@ -823,9 +823,9 @@ <h2 id="domainlab-tasks-task-mnist-color-module">domainlab.tasks.task_mnist_colo
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-tasks-task-pathlist-module">
-<h2 id="domainlab-tasks-task-pathlist-module">domainlab.tasks.task_pathlist module<a class="headerlink" href="#domainlab-tasks-task-pathlist-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.tasks.task_pathlist">The class TaskPathList provides the user an interface to provide a file with
+<section id="module-domainlab.tasks.task_pathlist">
+<span id="domainlab-tasks-task-pathlist-module"></span><h2 id="module-domainlab.tasks.task_pathlist">domainlab.tasks.task_pathlist module<a class="headerlink" href="#module-domainlab.tasks.task_pathlist" title="Link to this heading">¶</a></h2>
+<p>The class TaskPathList provides the user an interface to provide a file with
 each line consisting of a pair, where the first slot contains the path
 (either absolute or relative if the user knows from where this package is
 executed)
@@ -862,9 +862,9 @@ <h2 id="domainlab-tasks-task-pathlist-module">domainlab.tasks.task_pathlist modu
 </dl>
 </dd></dl>
 </section>
-<section id="domainlab-tasks-task-utils-module">
-<h2 id="domainlab-tasks-task-utils-module">domainlab.tasks.task_utils module<a class="headerlink" href="#domainlab-tasks-task-utils-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.tasks.task_utils">convert ids to a list of domain names</p>
+<section id="module-domainlab.tasks.task_utils">
+<span id="domainlab-tasks-task-utils-module"></span><h2 id="module-domainlab.tasks.task_utils">domainlab.tasks.task_utils module<a class="headerlink" href="#module-domainlab.tasks.task_utils" title="Link to this heading">¶</a></h2>
+<p>convert ids to a list of domain names</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.tasks.task_utils.parse_domain_id">
 <span class="sig-prename descclassname"><span class="pre">domainlab.tasks.task_utils.</span></span><span class="sig-name descname"><span class="pre">parse_domain_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">list_domain_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list_domains</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/tasks/task_utils.html#parse_domain_id"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.tasks.task_utils.parse_domain_id" title="Link to this definition">¶</a></dt>
@@ -875,9 +875,9 @@ <h2 id="domainlab-tasks-task-utils-module">domainlab.tasks.task_utils module<a c
 :return: list of domain names</p>
 </dd></dl>
 </section>
-<section id="domainlab-tasks-utils-task-module">
-<h2 id="domainlab-tasks-utils-task-module">domainlab.tasks.utils_task module<a class="headerlink" href="#domainlab-tasks-utils-task-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.tasks.utils_task">Task wraps around datasets, this file provide utilities</p>
+<section id="module-domainlab.tasks.utils_task">
+<span id="domainlab-tasks-utils-task-module"></span><h2 id="module-domainlab.tasks.utils_task">domainlab.tasks.utils_task module<a class="headerlink" href="#module-domainlab.tasks.utils_task" title="Link to this heading">¶</a></h2>
+<p>Task wraps around datasets, this file provide utilities</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.tasks.utils_task.DsetClassVecDecorator">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.tasks.utils_task.</span></span><span class="sig-name descname"><span class="pre">DsetClassVecDecorator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dset</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dict_folder_name2class_global</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list_str_y</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/tasks/utils_task.html#DsetClassVecDecorator"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.tasks.utils_task.DsetClassVecDecorator" title="Link to this definition">¶</a></dt>
@@ -989,9 +989,9 @@ <h2 id="domainlab-tasks-utils-task-module">domainlab.tasks.utils_task module<a c
 </dl>
 </dd></dl>
 </section>
-<section id="domainlab-tasks-utils-task-dset-module">
-<h2 id="domainlab-tasks-utils-task-dset-module">domainlab.tasks.utils_task_dset module<a class="headerlink" href="#domainlab-tasks-utils-task-dset-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.tasks.utils_task_dset">task specific dataset operation</p>
+<section id="module-domainlab.tasks.utils_task_dset">
+<span id="domainlab-tasks-utils-task-dset-module"></span><h2 id="module-domainlab.tasks.utils_task_dset">domainlab.tasks.utils_task_dset module<a class="headerlink" href="#module-domainlab.tasks.utils_task_dset" title="Link to this heading">¶</a></h2>
+<p>task specific dataset operation</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.tasks.utils_task_dset.DsetIndDecorator4XYD">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.tasks.utils_task_dset.</span></span><span class="sig-name descname"><span class="pre">DsetIndDecorator4XYD</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dset</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/tasks/utils_task_dset.html#DsetIndDecorator4XYD"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.tasks.utils_task_dset.DsetIndDecorator4XYD" title="Link to this definition">¶</a></dt>
@@ -1007,9 +1007,9 @@ <h2 id="domainlab-tasks-utils-task-dset-module">domainlab.tasks.utils_task_dset
 but instead, a random one</p>
 </dd></dl>
 </section>
-<section id="domainlab-tasks-zoo-tasks-module">
-<h2 id="domainlab-tasks-zoo-tasks-module">domainlab.tasks.zoo_tasks module<a class="headerlink" href="#domainlab-tasks-zoo-tasks-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.tasks.zoo_tasks">all available tasks for domainlab</p>
+<section id="module-domainlab.tasks.zoo_tasks">
+<span id="domainlab-tasks-zoo-tasks-module"></span><h2 id="module-domainlab.tasks.zoo_tasks">domainlab.tasks.zoo_tasks module<a class="headerlink" href="#module-domainlab.tasks.zoo_tasks" title="Link to this heading">¶</a></h2>
+<p>all available tasks for domainlab</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.tasks.zoo_tasks.TaskChainNodeGetter">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.tasks.zoo_tasks.</span></span><span class="sig-name descname"><span class="pre">TaskChainNodeGetter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">args</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/tasks/zoo_tasks.html#TaskChainNodeGetter"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.tasks.zoo_tasks.TaskChainNodeGetter" title="Link to this definition">¶</a></dt>
@@ -1023,9 +1023,9 @@ <h2 id="domainlab-tasks-zoo-tasks-module">domainlab.tasks.zoo_tasks module<a cla
 <dd><p>get build in task from DomainLab</p>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.tasks"></span></section>
+<section id="module-domainlab.tasks">
+<span id="module-contents"></span><h2 id="module-domainlab.tasks">Module contents<a class="headerlink" href="#module-domainlab.tasks" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -1047,7 +1047,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.models package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.models package </span>
               </div>
             </a>
           
@@ -1057,7 +1057,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab.utils package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab.utils package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -1075,7 +1075,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/domainlab.utils.html b/docs/build/html/domainlab.utils.html
index 87e80e661..cc18d440f 100644
--- a/docs/build/html/domainlab.utils.html
+++ b/docs/build/html/domainlab.utils.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab.utils package &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -289,13 +289,13 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#domainlab-utils--page-root" class="md-nav__link">domainlab.utils package</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#submodules" class="md-nav__link">Submodules</a>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-flows-gen-img-model-module" class="md-nav__link">domainlab.utils.flows_gen_img_model module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.flows_gen_img_model" class="md-nav__link">domainlab.utils.flows_gen_img_model module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.flows_gen_img_model.FlowGenImgs" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">FlowGenImgs</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -309,7 +309,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-generate-benchmark-plots-module" class="md-nav__link">domainlab.utils.generate_benchmark_plots module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.generate_benchmark_plots" class="md-nav__link">domainlab.utils.generate_benchmark_plots module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.generate_benchmark_plots.boxplot" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">boxplot()</span></code></a>
         </li>
@@ -333,13 +333,13 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-get-git-tag-module" class="md-nav__link">domainlab.utils.get_git_tag module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.get_git_tag" class="md-nav__link">domainlab.utils.get_git_tag module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.get_git_tag.get_git_tag" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">get_git_tag()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-hyperparameter-gridsearch-module" class="md-nav__link">domainlab.utils.hyperparameter_gridsearch module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.hyperparameter_gridsearch" class="md-nav__link">domainlab.utils.hyperparameter_gridsearch module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.hyperparameter_gridsearch.add_next_param_from_list" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">add_next_param_from_list()</span></code></a>
         </li>
@@ -371,7 +371,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-hyperparameter-sampling-module" class="md-nav__link">domainlab.utils.hyperparameter_sampling module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.hyperparameter_sampling" class="md-nav__link">domainlab.utils.hyperparameter_sampling module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.hyperparameter_sampling.CategoricalHyperparameter" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">CategoricalHyperparameter</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -427,7 +427,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-logger-module" class="md-nav__link">domainlab.utils.logger module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.logger" class="md-nav__link">domainlab.utils.logger module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.logger.Logger" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">Logger</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -439,13 +439,13 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-override-interface-module" class="md-nav__link">domainlab.utils.override_interface module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.override_interface" class="md-nav__link">domainlab.utils.override_interface module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.override_interface.override_interface" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">override_interface()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-perf-module" class="md-nav__link">domainlab.utils.perf module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.perf" class="md-nav__link">domainlab.utils.perf module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.perf.PerfClassif" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">PerfClassif</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -459,7 +459,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-perf-metrics-module" class="md-nav__link">domainlab.utils.perf_metrics module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.perf_metrics" class="md-nav__link">domainlab.utils.perf_metrics module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.perf_metrics.PerfMetricClassif" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">PerfMetricClassif</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -469,7 +469,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-sanity-check-module" class="md-nav__link">domainlab.utils.sanity_check module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.sanity_check" class="md-nav__link">domainlab.utils.sanity_check module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.sanity_check.SanityCheck" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">SanityCheck</span></code></a><nav class="md-nav">
               <ul class="md-nav__list">
@@ -481,7 +481,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-test-img-module" class="md-nav__link">domainlab.utils.test_img module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.test_img" class="md-nav__link">domainlab.utils.test_img module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.test_img.mk_img" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">mk_img()</span></code></a>
         </li>
@@ -491,25 +491,25 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-u-import-module" class="md-nav__link">domainlab.utils.u_import module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.u_import" class="md-nav__link">domainlab.utils.u_import module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.u_import.import_path" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">import_path()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-u-import-net-module-module" class="md-nav__link">domainlab.utils.u_import_net_module module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.u_import_net_module" class="md-nav__link">domainlab.utils.u_import_net_module module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.u_import_net_module.build_external_obj_net_module_feat_extract" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">build_external_obj_net_module_feat_extract()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-utils-class-module" class="md-nav__link">domainlab.utils.utils_class module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.utils_class" class="md-nav__link">domainlab.utils.utils_class module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.utils_class.store_args" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">store_args()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-utils-classif-module" class="md-nav__link">domainlab.utils.utils_classif module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.utils_classif" class="md-nav__link">domainlab.utils.utils_classif module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.utils_classif.get_label_na" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">get_label_na()</span></code></a>
         </li>
@@ -519,13 +519,13 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-utils-cuda-module" class="md-nav__link">domainlab.utils.utils_cuda module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.utils_cuda" class="md-nav__link">domainlab.utils.utils_cuda module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.utils_cuda.get_device" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">get_device()</span></code></a>
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#domainlab-utils-utils-img-sav-module" class="md-nav__link">domainlab.utils.utils_img_sav module</a><nav class="md-nav">
+        <li class="md-nav__item"><a href="#module-domainlab.utils.utils_img_sav" class="md-nav__link">domainlab.utils.utils_img_sav module</a><nav class="md-nav">
               <ul class="md-nav__list">
         <li class="md-nav__item"><a href="#domainlab.utils.utils_img_sav.mk_fun_sav_img" class="md-nav__link"><code class="docutils literal notranslate"><span class="pre">mk_fun_sav_img()</span></code></a>
         </li>
@@ -533,7 +533,7 @@
         </li></ul>
             </nav>
         </li>
-        <li class="md-nav__item"><a href="#module-contents" class="md-nav__link">Module contents</a>
+        <li class="md-nav__item"><a href="#module-domainlab.utils" class="md-nav__link">Module contents</a>
         </li></ul>
             </nav>
         </li>
@@ -551,9 +551,9 @@ <h1 id="domainlab-utils--page-root">domainlab.utils package<a class="headerlink"
 <section id="submodules">
 <h2 id="submodules">Submodules<a class="headerlink" href="#submodules" title="Link to this heading">¶</a></h2>
 </section>
-<section id="domainlab-utils-flows-gen-img-model-module">
-<h2 id="domainlab-utils-flows-gen-img-model-module">domainlab.utils.flows_gen_img_model module<a class="headerlink" href="#domainlab-utils-flows-gen-img-model-module" title="Link to this heading">¶</a></h2>
-<dl class="py class" id="module-domainlab.utils.flows_gen_img_model">
+<section id="module-domainlab.utils.flows_gen_img_model">
+<span id="domainlab-utils-flows-gen-img-model-module"></span><h2 id="module-domainlab.utils.flows_gen_img_model">domainlab.utils.flows_gen_img_model module<a class="headerlink" href="#module-domainlab.utils.flows_gen_img_model" title="Link to this heading">¶</a></h2>
+<dl class="py class">
 <dt class="sig sig-object py" id="domainlab.utils.flows_gen_img_model.FlowGenImgs">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.utils.flows_gen_img_model.</span></span><span class="sig-name descname"><span class="pre">FlowGenImgs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/flows_gen_img_model.html#FlowGenImgs"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.flows_gen_img_model.FlowGenImgs" title="Link to this definition">¶</a></dt>
 <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
@@ -572,9 +572,9 @@ <h2 id="domainlab-utils-flows-gen-img-model-module">domainlab.utils.flows_gen_im
 <span class="sig-prename descclassname"><span class="pre">domainlab.utils.flows_gen_img_model.</span></span><span class="sig-name descname"><span class="pre">fun_gen</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">node</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subfolder_na</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">output_folder_na</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'gen'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/flows_gen_img_model.html#fun_gen"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.flows_gen_img_model.fun_gen" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 </section>
-<section id="domainlab-utils-generate-benchmark-plots-module">
-<h2 id="domainlab-utils-generate-benchmark-plots-module">domainlab.utils.generate_benchmark_plots module<a class="headerlink" href="#domainlab-utils-generate-benchmark-plots-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.utils.generate_benchmark_plots">generate the benchmark plots by calling the gen_bencmark_plots(…) function</p>
+<section id="module-domainlab.utils.generate_benchmark_plots">
+<span id="domainlab-utils-generate-benchmark-plots-module"></span><h2 id="module-domainlab.utils.generate_benchmark_plots">domainlab.utils.generate_benchmark_plots module<a class="headerlink" href="#module-domainlab.utils.generate_benchmark_plots" title="Link to this heading">¶</a></h2>
+<p>generate the benchmark plots by calling the gen_bencmark_plots(…) function</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.utils.generate_benchmark_plots.boxplot">
 <span class="sig-prename descclassname"><span class="pre">domainlab.utils.generate_benchmark_plots.</span></span><span class="sig-name descname"><span class="pre">boxplot</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataframe_in</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">obj</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">file</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/generate_benchmark_plots.html#boxplot"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.generate_benchmark_plots.boxplot" title="Link to this definition">¶</a></dt>
@@ -685,16 +685,16 @@ <h2 id="domainlab-utils-generate-benchmark-plots-module">domainlab.utils.generat
 </div></blockquote>
 </dd></dl>
 </section>
-<section id="domainlab-utils-get-git-tag-module">
-<h2 id="domainlab-utils-get-git-tag-module">domainlab.utils.get_git_tag module<a class="headerlink" href="#domainlab-utils-get-git-tag-module" title="Link to this heading">¶</a></h2>
-<dl class="py function" id="module-domainlab.utils.get_git_tag">
+<section id="module-domainlab.utils.get_git_tag">
+<span id="domainlab-utils-get-git-tag-module"></span><h2 id="module-domainlab.utils.get_git_tag">domainlab.utils.get_git_tag module<a class="headerlink" href="#module-domainlab.utils.get_git_tag" title="Link to this heading">¶</a></h2>
+<dl class="py function">
 <dt class="sig sig-object py" id="domainlab.utils.get_git_tag.get_git_tag">
 <span class="sig-prename descclassname"><span class="pre">domainlab.utils.get_git_tag.</span></span><span class="sig-name descname"><span class="pre">get_git_tag</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">print_diff</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/get_git_tag.html#get_git_tag"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.get_git_tag.get_git_tag" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 </section>
-<section id="domainlab-utils-hyperparameter-gridsearch-module">
-<h2 id="domainlab-utils-hyperparameter-gridsearch-module">domainlab.utils.hyperparameter_gridsearch module<a class="headerlink" href="#domainlab-utils-hyperparameter-gridsearch-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.utils.hyperparameter_gridsearch">gridsearch for the hyperparameter space</p>
+<section id="module-domainlab.utils.hyperparameter_gridsearch">
+<span id="domainlab-utils-hyperparameter-gridsearch-module"></span><h2 id="module-domainlab.utils.hyperparameter_gridsearch">domainlab.utils.hyperparameter_gridsearch module<a class="headerlink" href="#module-domainlab.utils.hyperparameter_gridsearch" title="Link to this heading">¶</a></h2>
+<p>gridsearch for the hyperparameter space</p>
 <p>def add_next_param_from_list is an recursive function to make cartesian product along all the scalar hyper-parameters, this resursive function is used
 in def grid_task</p>
 <dl class="py function">
@@ -802,9 +802,9 @@ <h2 id="domainlab-utils-hyperparameter-gridsearch-module">domainlab.utils.hyperp
 param_config: config which needs to contain ‘num’, ‘max’, ‘min’, ‘step’</p>
 </dd></dl>
 </section>
-<section id="domainlab-utils-hyperparameter-sampling-module">
-<h2 id="domainlab-utils-hyperparameter-sampling-module">domainlab.utils.hyperparameter_sampling module<a class="headerlink" href="#domainlab-utils-hyperparameter-sampling-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.utils.hyperparameter_sampling">Samples the hyperparameters according to a benchmark configuration file.</p>
+<section id="module-domainlab.utils.hyperparameter_sampling">
+<span id="domainlab-utils-hyperparameter-sampling-module"></span><h2 id="module-domainlab.utils.hyperparameter_sampling">domainlab.utils.hyperparameter_sampling module<a class="headerlink" href="#module-domainlab.utils.hyperparameter_sampling" title="Link to this heading">¶</a></h2>
+<p>Samples the hyperparameters according to a benchmark configuration file.</p>
 <p># Structure of this file:
 - Class Hyperparameter
 # Inherited Classes
@@ -956,9 +956,9 @@ <h2 id="domainlab-utils-hyperparameter-sampling-module">domainlab.utils.hyperpar
 contain shared hyperparameters</p>
 </dd></dl>
 </section>
-<section id="domainlab-utils-logger-module">
-<h2 id="domainlab-utils-logger-module">domainlab.utils.logger module<a class="headerlink" href="#domainlab-utils-logger-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.utils.logger">A logger for our software</p>
+<section id="module-domainlab.utils.logger">
+<span id="domainlab-utils-logger-module"></span><h2 id="module-domainlab.utils.logger">domainlab.utils.logger module<a class="headerlink" href="#module-domainlab.utils.logger" title="Link to this heading">¶</a></h2>
+<p>A logger for our software</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.utils.logger.Logger">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.utils.logger.</span></span><span class="sig-name descname"><span class="pre">Logger</span></span><a class="reference internal" href="_modules/domainlab/utils/logger.html#Logger"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.logger.Logger" title="Link to this definition">¶</a></dt>
@@ -966,7 +966,7 @@ <h2 id="domainlab-utils-logger-module">domainlab.utils.logger module<a class="he
 <p>static logger class</p>
 <dl class="py method">
 <dt class="sig sig-object py" id="domainlab.utils.logger.Logger.get_logger">
-<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_logger</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">logger_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'logger_26855'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loglevel</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'INFO'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/logger.html#Logger.get_logger"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.logger.Logger.get_logger" title="Link to this definition">¶</a></dt>
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_logger</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">logger_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'logger_3212'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">loglevel</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'INFO'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/logger.html#Logger.get_logger"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.logger.Logger.get_logger" title="Link to this definition">¶</a></dt>
 <dd><p>returns a logger
 if no logger was created yet, it will create a logger with the name
 specified in logger_name with the level specified in loglevel.
@@ -979,9 +979,9 @@ <h2 id="domainlab-utils-logger-module">domainlab.utils.logger module<a class="he
 <dd></dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-utils-override-interface-module">
-<h2 id="domainlab-utils-override-interface-module">domainlab.utils.override_interface module<a class="headerlink" href="#domainlab-utils-override-interface-module" title="Link to this heading">¶</a></h2>
-<dl class="py function" id="module-domainlab.utils.override_interface">
+<section id="module-domainlab.utils.override_interface">
+<span id="domainlab-utils-override-interface-module"></span><h2 id="module-domainlab.utils.override_interface">domainlab.utils.override_interface module<a class="headerlink" href="#module-domainlab.utils.override_interface" title="Link to this heading">¶</a></h2>
+<dl class="py function">
 <dt class="sig sig-object py" id="domainlab.utils.override_interface.override_interface">
 <span class="sig-prename descclassname"><span class="pre">domainlab.utils.override_interface.</span></span><span class="sig-name descname"><span class="pre">override_interface</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">interface_class</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/override_interface.html#override_interface"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.override_interface.override_interface" title="Link to this definition">¶</a></dt>
 <dd><p>overrides.
@@ -998,9 +998,9 @@ <h2 id="domainlab-utils-override-interface-module">domainlab.utils.override_inte
 </div>
 </dd></dl>
 </section>
-<section id="domainlab-utils-perf-module">
-<h2 id="domainlab-utils-perf-module">domainlab.utils.perf module<a class="headerlink" href="#domainlab-utils-perf-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.utils.perf">Classification Performance</p>
+<section id="module-domainlab.utils.perf">
+<span id="domainlab-utils-perf-module"></span><h2 id="module-domainlab.utils.perf">domainlab.utils.perf module<a class="headerlink" href="#module-domainlab.utils.perf" title="Link to this heading">¶</a></h2>
+<p>Classification Performance</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.utils.perf.PerfClassif">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.utils.perf.</span></span><span class="sig-name descname"><span class="pre">PerfClassif</span></span><a class="reference internal" href="_modules/domainlab/utils/perf.html#PerfClassif"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.perf.PerfClassif" title="Link to this definition">¶</a></dt>
@@ -1035,9 +1035,9 @@ <h2 id="domainlab-utils-perf-module">domainlab.utils.perf module<a class="header
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-utils-perf-metrics-module">
-<h2 id="domainlab-utils-perf-metrics-module">domainlab.utils.perf_metrics module<a class="headerlink" href="#domainlab-utils-perf-metrics-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.utils.perf_metrics">Classification Performance</p>
+<section id="module-domainlab.utils.perf_metrics">
+<span id="domainlab-utils-perf-metrics-module"></span><h2 id="module-domainlab.utils.perf_metrics">domainlab.utils.perf_metrics module<a class="headerlink" href="#module-domainlab.utils.perf_metrics" title="Link to this heading">¶</a></h2>
+<p>Classification Performance</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.utils.perf_metrics.PerfMetricClassif">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.utils.perf_metrics.</span></span><span class="sig-name descname"><span class="pre">PerfMetricClassif</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">num_classes</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">agg_precision_recall_f1</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'macro'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/perf_metrics.html#PerfMetricClassif"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.perf_metrics.PerfMetricClassif" title="Link to this definition">¶</a></dt>
@@ -1058,9 +1058,9 @@ <h2 id="domainlab-utils-perf-metrics-module">domainlab.utils.perf_metrics module
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-utils-sanity-check-module">
-<h2 id="domainlab-utils-sanity-check-module">domainlab.utils.sanity_check module<a class="headerlink" href="#domainlab-utils-sanity-check-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.utils.sanity_check">This class is used to perform the sanity check on a task description</p>
+<section id="module-domainlab.utils.sanity_check">
+<span id="domainlab-utils-sanity-check-module"></span><h2 id="module-domainlab.utils.sanity_check">domainlab.utils.sanity_check module<a class="headerlink" href="#module-domainlab.utils.sanity_check" title="Link to this heading">¶</a></h2>
+<p>This class is used to perform the sanity check on a task description</p>
 <dl class="py class">
 <dt class="sig sig-object py" id="domainlab.utils.sanity_check.SanityCheck">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">domainlab.utils.sanity_check.</span></span><span class="sig-name descname"><span class="pre">SanityCheck</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">args</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">task</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/sanity_check.html#SanityCheck"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.sanity_check.SanityCheck" title="Link to this definition">¶</a></dt>
@@ -1084,9 +1084,9 @@ <h2 id="domainlab-utils-sanity-check-module">domainlab.utils.sanity_check module
 </dd></dl>
 </dd></dl>
 </section>
-<section id="domainlab-utils-test-img-module">
-<h2 id="domainlab-utils-test-img-module">domainlab.utils.test_img module<a class="headerlink" href="#domainlab-utils-test-img-module" title="Link to this heading">¶</a></h2>
-<dl class="py function" id="module-domainlab.utils.test_img">
+<section id="module-domainlab.utils.test_img">
+<span id="domainlab-utils-test-img-module"></span><h2 id="module-domainlab.utils.test_img">domainlab.utils.test_img module<a class="headerlink" href="#module-domainlab.utils.test_img" title="Link to this heading">¶</a></h2>
+<dl class="py function">
 <dt class="sig sig-object py" id="domainlab.utils.test_img.mk_img">
 <span class="sig-prename descclassname"><span class="pre">domainlab.utils.test_img.</span></span><span class="sig-name descname"><span class="pre">mk_img</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">i_h</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">i_ch</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">3</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">5</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/test_img.html#mk_img"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.test_img.mk_img" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
@@ -1099,16 +1099,16 @@ <h2 id="domainlab-utils-test-img-module">domainlab.utils.test_img module<a class
 <span class="sig-prename descclassname"><span class="pre">domainlab.utils.test_img.</span></span><span class="sig-name descname"><span class="pre">mk_rand_xyd</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ims</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">d_dim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/test_img.html#mk_rand_xyd"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.test_img.mk_rand_xyd" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 </section>
-<section id="domainlab-utils-u-import-module">
-<h2 id="domainlab-utils-u-import-module">domainlab.utils.u_import module<a class="headerlink" href="#domainlab-utils-u-import-module" title="Link to this heading">¶</a></h2>
-<dl class="py function" id="module-domainlab.utils.u_import">
+<section id="module-domainlab.utils.u_import">
+<span id="domainlab-utils-u-import-module"></span><h2 id="module-domainlab.utils.u_import">domainlab.utils.u_import module<a class="headerlink" href="#module-domainlab.utils.u_import" title="Link to this heading">¶</a></h2>
+<dl class="py function">
 <dt class="sig sig-object py" id="domainlab.utils.u_import.import_path">
 <span class="sig-prename descclassname"><span class="pre">domainlab.utils.u_import.</span></span><span class="sig-name descname"><span class="pre">import_path</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/u_import.html#import_path"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.u_import.import_path" title="Link to this definition">¶</a></dt>
 <dd></dd></dl>
 </section>
-<section id="domainlab-utils-u-import-net-module-module">
-<h2 id="domainlab-utils-u-import-net-module-module">domainlab.utils.u_import_net_module module<a class="headerlink" href="#domainlab-utils-u-import-net-module-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.utils.u_import_net_module">import external neural network implementation</p>
+<section id="module-domainlab.utils.u_import_net_module">
+<span id="domainlab-utils-u-import-net-module-module"></span><h2 id="module-domainlab.utils.u_import_net_module">domainlab.utils.u_import_net_module module<a class="headerlink" href="#module-domainlab.utils.u_import_net_module" title="Link to this heading">¶</a></h2>
+<p>import external neural network implementation</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.utils.u_import_net_module.build_external_obj_net_module_feat_extract">
 <span class="sig-prename descclassname"><span class="pre">domainlab.utils.u_import_net_module.</span></span><span class="sig-name descname"><span class="pre">build_external_obj_net_module_feat_extract</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">mpath</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dim_y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">remove_last_layer</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/u_import_net_module.html#build_external_obj_net_module_feat_extract"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.u_import_net_module.build_external_obj_net_module_feat_extract" title="Link to this definition">¶</a></dt>
@@ -1120,17 +1120,17 @@ <h2 id="domainlab-utils-u-import-net-module-module">domainlab.utils.u_import_net
 :param dim_y: dimension of features</p>
 </dd></dl>
 </section>
-<section id="domainlab-utils-utils-class-module">
-<h2 id="domainlab-utils-utils-class-module">domainlab.utils.utils_class module<a class="headerlink" href="#domainlab-utils-utils-class-module" title="Link to this heading">¶</a></h2>
-<dl class="py function" id="module-domainlab.utils.utils_class">
+<section id="module-domainlab.utils.utils_class">
+<span id="domainlab-utils-utils-class-module"></span><h2 id="module-domainlab.utils.utils_class">domainlab.utils.utils_class module<a class="headerlink" href="#module-domainlab.utils.utils_class" title="Link to this heading">¶</a></h2>
+<dl class="py function">
 <dt class="sig sig-object py" id="domainlab.utils.utils_class.store_args">
 <span class="sig-prename descclassname"><span class="pre">domainlab.utils.utils_class.</span></span><span class="sig-name descname"><span class="pre">store_args</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">method</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/utils_class.html#store_args"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.utils_class.store_args" title="Link to this definition">¶</a></dt>
 <dd><p>Stores provided method args as instance attributes.</p>
 </dd></dl>
 </section>
-<section id="domainlab-utils-utils-classif-module">
-<h2 id="domainlab-utils-utils-classif-module">domainlab.utils.utils_classif module<a class="headerlink" href="#domainlab-utils-utils-classif-module" title="Link to this heading">¶</a></h2>
-<dl class="py function" id="module-domainlab.utils.utils_classif">
+<section id="module-domainlab.utils.utils_classif">
+<span id="domainlab-utils-utils-classif-module"></span><h2 id="module-domainlab.utils.utils_classif">domainlab.utils.utils_classif module<a class="headerlink" href="#module-domainlab.utils.utils_classif" title="Link to this heading">¶</a></h2>
+<dl class="py function">
 <dt class="sig sig-object py" id="domainlab.utils.utils_classif.get_label_na">
 <span class="sig-prename descclassname"><span class="pre">domainlab.utils.utils_classif.</span></span><span class="sig-name descname"><span class="pre">get_label_na</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tensor_ind</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">list_str_na</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/utils_classif.html#get_label_na"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.utils_classif.get_label_na" title="Link to this definition">¶</a></dt>
 <dd><p>given list of label names in strings, map tensor of index to label names</p>
@@ -1156,18 +1156,18 @@ <h2 id="domainlab-utils-utils-classif-module">domainlab.utils.utils_classif modu
 <dd><p>only used for testing, to generate list of class/domain label names</p>
 </dd></dl>
 </section>
-<section id="domainlab-utils-utils-cuda-module">
-<h2 id="domainlab-utils-utils-cuda-module">domainlab.utils.utils_cuda module<a class="headerlink" href="#domainlab-utils-utils-cuda-module" title="Link to this heading">¶</a></h2>
-<p id="module-domainlab.utils.utils_cuda">choose devices</p>
+<section id="module-domainlab.utils.utils_cuda">
+<span id="domainlab-utils-utils-cuda-module"></span><h2 id="module-domainlab.utils.utils_cuda">domainlab.utils.utils_cuda module<a class="headerlink" href="#module-domainlab.utils.utils_cuda" title="Link to this heading">¶</a></h2>
+<p>choose devices</p>
 <dl class="py function">
 <dt class="sig sig-object py" id="domainlab.utils.utils_cuda.get_device">
 <span class="sig-prename descclassname"><span class="pre">domainlab.utils.utils_cuda.</span></span><span class="sig-name descname"><span class="pre">get_device</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">args</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/utils_cuda.html#get_device"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.utils_cuda.get_device" title="Link to this definition">¶</a></dt>
 <dd><p>choose devices</p>
 </dd></dl>
 </section>
-<section id="domainlab-utils-utils-img-sav-module">
-<h2 id="domainlab-utils-utils-img-sav-module">domainlab.utils.utils_img_sav module<a class="headerlink" href="#domainlab-utils-utils-img-sav-module" title="Link to this heading">¶</a></h2>
-<dl class="py function" id="module-domainlab.utils.utils_img_sav">
+<section id="module-domainlab.utils.utils_img_sav">
+<span id="domainlab-utils-utils-img-sav-module"></span><h2 id="module-domainlab.utils.utils_img_sav">domainlab.utils.utils_img_sav module<a class="headerlink" href="#module-domainlab.utils.utils_img_sav" title="Link to this heading">¶</a></h2>
+<dl class="py function">
 <dt class="sig sig-object py" id="domainlab.utils.utils_img_sav.mk_fun_sav_img">
 <span class="sig-prename descclassname"><span class="pre">domainlab.utils.utils_img_sav.</span></span><span class="sig-name descname"><span class="pre">mk_fun_sav_img</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">path</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'.'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nrow</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">8</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">folder_na</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/domainlab/utils/utils_img_sav.html#mk_fun_sav_img"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#domainlab.utils.utils_img_sav.mk_fun_sav_img" title="Link to this definition">¶</a></dt>
 <dd><p>create torchvision.utils image saver</p>
@@ -1178,9 +1178,9 @@ <h2 id="domainlab-utils-utils-img-sav-module">domainlab.utils.utils_img_sav modu
 <dd><p>add title and save image as matplotlib.pyplot</p>
 </dd></dl>
 </section>
-<section id="module-contents">
-<h2 id="module-contents">Module contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<span class="target" id="module-domainlab.utils"></span></section>
+<section id="module-domainlab.utils">
+<span id="module-contents"></span><h2 id="module-domainlab.utils">Module contents<a class="headerlink" href="#module-domainlab.utils" title="Link to this heading">¶</a></h2>
+</section>
 </section>
 
 
@@ -1202,7 +1202,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> domainlab.tasks package </span>
+                      class="md-footer-nav__direction"> "Previous" </span> domainlab.tasks package </span>
               </div>
             </a>
           
@@ -1212,7 +1212,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> Model HDUVA </span>
+                class="md-footer-nav__direction"> "Next" </span> Model HDUVA </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -1230,7 +1230,7 @@ <h2 id="module-contents">Module contents<a class="headerlink" href="#module-cont
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/genindex.html b/docs/build/html/genindex.html
index e650bc868..2a2d863fa 100644
--- a/docs/build/html/genindex.html
+++ b/docs/build/html/genindex.html
@@ -48,7 +48,7 @@
   
   
     <title>Index &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -104,7 +104,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -2886,7 +2886,7 @@ <h2 id="X">X</h2>
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/index.html b/docs/build/html/index.html
index af54d1ace..b52f6bcf1 100644
--- a/docs/build/html/index.html
+++ b/docs/build/html/index.html
@@ -49,7 +49,7 @@
   
   
     <title>Welcome to domainlab’s documentation! &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -106,7 +106,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -286,7 +286,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#index--page-root" class="md-nav__link">Welcome to domainlab’s documentation!</a>
         </li>
@@ -310,9 +310,9 @@ <h1 id="index--page-root">Welcome to domainlab’s documentation!<a class="heade
 <li class="toctree-l2"><a class="reference internal" href="domainlab.html">domainlab package</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.html#subpackages">Subpackages</a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.html#submodules">Submodules</a></li>
-<li class="toctree-l3"><a class="reference internal" href="domainlab.html#domainlab-arg-parser-module">domainlab.arg_parser module</a></li>
-<li class="toctree-l3"><a class="reference internal" href="domainlab.html#domainlab-mk-exp-module">domainlab.mk_exp module</a></li>
-<li class="toctree-l3"><a class="reference internal" href="domainlab.html#module-contents">Module contents</a></li>
+<li class="toctree-l3"><a class="reference internal" href="domainlab.html#module-domainlab.arg_parser">domainlab.arg_parser module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="domainlab.html#module-domainlab.mk_exp">domainlab.mk_exp module</a></li>
+<li class="toctree-l3"><a class="reference internal" href="domainlab.html#module-domainlab">Module contents</a></li>
 </ul>
 </li>
 </ul>
@@ -375,7 +375,7 @@ <h1 id="indices-and-tables">Indices and tables<a class="headerlink" href="#indic
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
                 class="md-icon md-icon--arrow-forward md-footer-nav__button"></i>
@@ -393,7 +393,7 @@ <h1 id="indices-and-tables">Indices and tables<a class="headerlink" href="#indic
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
              and
             <a href="https://github.com/bashtage/sphinx-material/">Material for
               Sphinx</a>
diff --git a/docs/build/html/modules.html b/docs/build/html/modules.html
index d42a4cac7..8a293ab5d 100644
--- a/docs/build/html/modules.html
+++ b/docs/build/html/modules.html
@@ -49,7 +49,7 @@
   
   
     <title>domainlab &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
     <link rel="stylesheet" type="text/css" href="_static/material.css?v=79c92029" />
     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -107,7 +107,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -315,130 +315,130 @@ <h1 id="modules--page-root">domainlab<a class="headerlink" href="#modules--page-
 <li class="toctree-l3"><a class="reference internal" href="domainlab.algos.html">domainlab.algos package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#subpackages">Subpackages</a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-a-algo-builder-module">domainlab.algos.a_algo_builder module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-builder-api-model-module">domainlab.algos.builder_api_model module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-builder-custom-module">domainlab.algos.builder_custom module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-builder-dann-module">domainlab.algos.builder_dann module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-builder-diva-module">domainlab.algos.builder_diva module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-builder-erm-module">domainlab.algos.builder_erm module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-builder-hduva-module">domainlab.algos.builder_hduva module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-builder-jigen1-module">domainlab.algos.builder_jigen1 module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#domainlab-algos-zoo-algos-module">domainlab.algos.zoo_algos module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.a_algo_builder">domainlab.algos.a_algo_builder module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.builder_api_model">domainlab.algos.builder_api_model module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.builder_custom">domainlab.algos.builder_custom module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.builder_dann">domainlab.algos.builder_dann module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.builder_diva">domainlab.algos.builder_diva module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.builder_erm">domainlab.algos.builder_erm module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.builder_hduva">domainlab.algos.builder_hduva module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.builder_jigen1">domainlab.algos.builder_jigen1 module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos.zoo_algos">domainlab.algos.zoo_algos module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.algos.html#module-domainlab.algos">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.compos.html">domainlab.compos package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#subpackages">Subpackages</a></li>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#domainlab-compos-a-nn-builder-module">domainlab.compos.a_nn_builder module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#domainlab-compos-builder-nn-alex-module">domainlab.compos.builder_nn_alex module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#domainlab-compos-builder-nn-conv-bn-relu-2-module">domainlab.compos.builder_nn_conv_bn_relu_2 module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#domainlab-compos-builder-nn-external-from-file-module">domainlab.compos.builder_nn_external_from_file module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#domainlab-compos-utils-conv-get-flat-dim-module">domainlab.compos.utils_conv_get_flat_dim module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#domainlab-compos-zoo-nn-module">domainlab.compos.zoo_nn module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#module-domainlab.compos.a_nn_builder">domainlab.compos.a_nn_builder module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#module-domainlab.compos.builder_nn_alex">domainlab.compos.builder_nn_alex module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#module-domainlab.compos.builder_nn_conv_bn_relu_2">domainlab.compos.builder_nn_conv_bn_relu_2 module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#module-domainlab.compos.builder_nn_external_from_file">domainlab.compos.builder_nn_external_from_file module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#module-domainlab.compos.utils_conv_get_flat_dim">domainlab.compos.utils_conv_get_flat_dim module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#module-domainlab.compos.zoo_nn">domainlab.compos.zoo_nn module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.compos.html#module-domainlab.compos">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.dsets.html">domainlab.dsets package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-a-dset-mnist-color-rgb-solo-module">domainlab.dsets.a_dset_mnist_color_rgb_solo module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-dset-img-path-list-module">domainlab.dsets.dset_img_path_list module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-dset-mnist-color-solo-default-module">domainlab.dsets.dset_mnist_color_solo_default module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-dset-poly-domains-mnist-color-default-module">domainlab.dsets.dset_poly_domains_mnist_color_default module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-dset-subfolder-module">domainlab.dsets.dset_subfolder module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-utils-color-palette-module">domainlab.dsets.utils_color_palette module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-utils-data-module">domainlab.dsets.utils_data module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#domainlab-dsets-utils-wrapdset-patches-module">domainlab.dsets.utils_wrapdset_patches module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.a_dset_mnist_color_rgb_solo">domainlab.dsets.a_dset_mnist_color_rgb_solo module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.dset_img_path_list">domainlab.dsets.dset_img_path_list module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.dset_mnist_color_solo_default">domainlab.dsets.dset_mnist_color_solo_default module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.dset_poly_domains_mnist_color_default">domainlab.dsets.dset_poly_domains_mnist_color_default module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.dset_subfolder">domainlab.dsets.dset_subfolder module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.utils_color_palette">domainlab.dsets.utils_color_palette module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.utils_data">domainlab.dsets.utils_data module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets.utils_wrapdset_patches">domainlab.dsets.utils_wrapdset_patches module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.dsets.html#module-domainlab.dsets">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.exp.html">domainlab.exp package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.exp.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.exp.html#domainlab-exp-exp-cuda-seed-module">domainlab.exp.exp_cuda_seed module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.exp.html#domainlab-exp-exp-main-module">domainlab.exp.exp_main module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.exp.html#domainlab-exp-exp-utils-module">domainlab.exp.exp_utils module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.exp.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.exp.html#module-domainlab.exp.exp_cuda_seed">domainlab.exp.exp_cuda_seed module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.exp.html#module-domainlab.exp.exp_main">domainlab.exp.exp_main module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.exp.html#module-domainlab.exp.exp_utils">domainlab.exp.exp_utils module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.exp.html#module-domainlab.exp">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.exp_protocol.html">domainlab.exp_protocol package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.exp_protocol.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.exp_protocol.html#domainlab-exp-protocol-aggregate-results-module">domainlab.exp_protocol.aggregate_results module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.exp_protocol.html#domainlab-exp-protocol-run-experiment-module">domainlab.exp_protocol.run_experiment module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.exp_protocol.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.exp_protocol.html#module-domainlab.exp_protocol.aggregate_results">domainlab.exp_protocol.aggregate_results module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.exp_protocol.html#module-domainlab.exp_protocol.run_experiment">domainlab.exp_protocol.run_experiment module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.exp_protocol.html#module-domainlab.exp_protocol">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.models.html">domainlab.models package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab-models-a-model-module">domainlab.models.a_model module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab-models-a-model-classif-module">domainlab.models.a_model_classif module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab-models-args-jigen-module">domainlab.models.args_jigen module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab-models-args-vae-module">domainlab.models.args_vae module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab-models-interface-vae-xyd-module">domainlab.models.interface_vae_xyd module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab-models-model-custom-module">domainlab.models.model_custom module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab-models-model-dann-module">domainlab.models.model_dann module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab-models-model-deep-all-module">domainlab.models.model_deep_all module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab-models-model-diva-module">domainlab.models.model_diva module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab-models-model-hduva-module">domainlab.models.model_hduva module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab-models-model-jigen-module">domainlab.models.model_jigen module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#domainlab-models-model-vae-xyd-classif-module">domainlab.models.model_vae_xyd_classif module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.a_model">domainlab.models.a_model module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.a_model_classif">domainlab.models.a_model_classif module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.args_jigen">domainlab.models.args_jigen module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.args_vae">domainlab.models.args_vae module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.interface_vae_xyd">domainlab.models.interface_vae_xyd module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.model_custom">domainlab.models.model_custom module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.model_dann">domainlab.models.model_dann module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.model_deep_all">domainlab.models.model_deep_all module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.model_diva">domainlab.models.model_diva module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.model_hduva">domainlab.models.model_hduva module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.model_jigen">domainlab.models.model_jigen module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#module-domainlab.models.model_vae_xyd_classif">domainlab.models.model_vae_xyd_classif module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.models.html#module-domainlab.models">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.tasks.html">domainlab.tasks package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-a-task-module">domainlab.tasks.a_task module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-a-task-classif-module">domainlab.tasks.a_task_classif module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-b-task-module">domainlab.tasks.b_task module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-b-task-classif-module">domainlab.tasks.b_task_classif module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-task-dset-module">domainlab.tasks.task_dset module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-task-folder-module">domainlab.tasks.task_folder module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-task-folder-mk-module">domainlab.tasks.task_folder_mk module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-task-mini-vlcs-module">domainlab.tasks.task_mini_vlcs module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-task-mnist-color-module">domainlab.tasks.task_mnist_color module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-task-pathlist-module">domainlab.tasks.task_pathlist module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-task-utils-module">domainlab.tasks.task_utils module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-utils-task-module">domainlab.tasks.utils_task module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-utils-task-dset-module">domainlab.tasks.utils_task_dset module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#domainlab-tasks-zoo-tasks-module">domainlab.tasks.zoo_tasks module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.a_task">domainlab.tasks.a_task module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.a_task_classif">domainlab.tasks.a_task_classif module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.b_task">domainlab.tasks.b_task module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.b_task_classif">domainlab.tasks.b_task_classif module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.task_dset">domainlab.tasks.task_dset module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.task_folder">domainlab.tasks.task_folder module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.task_folder_mk">domainlab.tasks.task_folder_mk module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.task_mini_vlcs">domainlab.tasks.task_mini_vlcs module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.task_mnist_color">domainlab.tasks.task_mnist_color module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.task_pathlist">domainlab.tasks.task_pathlist module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.task_utils">domainlab.tasks.task_utils module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.utils_task">domainlab.tasks.utils_task module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.utils_task_dset">domainlab.tasks.utils_task_dset module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks.zoo_tasks">domainlab.tasks.zoo_tasks module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.tasks.html#module-domainlab.tasks">Module contents</a></li>
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.utils.html">domainlab.utils package</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-flows-gen-img-model-module">domainlab.utils.flows_gen_img_model module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-generate-benchmark-plots-module">domainlab.utils.generate_benchmark_plots module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-get-git-tag-module">domainlab.utils.get_git_tag module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-hyperparameter-gridsearch-module">domainlab.utils.hyperparameter_gridsearch module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-hyperparameter-sampling-module">domainlab.utils.hyperparameter_sampling module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-logger-module">domainlab.utils.logger module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-override-interface-module">domainlab.utils.override_interface module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-perf-module">domainlab.utils.perf module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-perf-metrics-module">domainlab.utils.perf_metrics module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-sanity-check-module">domainlab.utils.sanity_check module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-test-img-module">domainlab.utils.test_img module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-u-import-module">domainlab.utils.u_import module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-u-import-net-module-module">domainlab.utils.u_import_net_module module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-utils-class-module">domainlab.utils.utils_class module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-utils-classif-module">domainlab.utils.utils_classif module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-utils-cuda-module">domainlab.utils.utils_cuda module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#domainlab-utils-utils-img-sav-module">domainlab.utils.utils_img_sav module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-contents">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.flows_gen_img_model">domainlab.utils.flows_gen_img_model module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.generate_benchmark_plots">domainlab.utils.generate_benchmark_plots module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.get_git_tag">domainlab.utils.get_git_tag module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.hyperparameter_gridsearch">domainlab.utils.hyperparameter_gridsearch module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.hyperparameter_sampling">domainlab.utils.hyperparameter_sampling module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.logger">domainlab.utils.logger module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.override_interface">domainlab.utils.override_interface module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.perf">domainlab.utils.perf module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.perf_metrics">domainlab.utils.perf_metrics module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.sanity_check">domainlab.utils.sanity_check module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.test_img">domainlab.utils.test_img module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.u_import">domainlab.utils.u_import module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.u_import_net_module">domainlab.utils.u_import_net_module module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.utils_class">domainlab.utils.utils_class module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.utils_classif">domainlab.utils.utils_classif module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.utils_cuda">domainlab.utils.utils_cuda module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils.utils_img_sav">domainlab.utils.utils_img_sav module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="domainlab.utils.html#module-domainlab.utils">Module contents</a></li>
 </ul>
 </li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="domainlab.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.html#domainlab-arg-parser-module">domainlab.arg_parser module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.html#module-domainlab.arg_parser">domainlab.arg_parser module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.html#domainlab.arg_parser.apply_dict_to_args"><code class="docutils literal notranslate"><span class="pre">apply_dict_to_args()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.html#domainlab.arg_parser.mk_parser_main"><code class="docutils literal notranslate"><span class="pre">mk_parser_main()</span></code></a></li>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.html#domainlab.arg_parser.parse_cmd_args"><code class="docutils literal notranslate"><span class="pre">parse_cmd_args()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.html#domainlab-mk-exp-module">domainlab.mk_exp module</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.html#module-domainlab.mk_exp">domainlab.mk_exp module</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="domainlab.html#domainlab.mk_exp.mk_exp"><code class="docutils literal notranslate"><span class="pre">mk_exp()</span></code></a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="domainlab.html#module-contents">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="domainlab.html#module-domainlab">Module contents</a></li>
 </ul>
 </li>
 </ul>
@@ -464,7 +464,7 @@ <h1 id="modules--page-root">domainlab<a class="headerlink" href="#modules--page-
               <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title">
                 <span class="md-flex__ellipsis">
                   <span
-                      class="md-footer-nav__direction"> Previous </span> Welcome to domainlab’s documentation! </span>
+                      class="md-footer-nav__direction"> "Previous" </span> Welcome to domainlab’s documentation! </span>
               </div>
             </a>
           
@@ -474,7 +474,7 @@ <h1 id="modules--page-root">domainlab<a class="headerlink" href="#modules--page-
                rel="next">
             <div class="md-flex__cell md-flex__cell--stretch md-footer-nav__title"><span
                 class="md-flex__ellipsis"> <span
-                class="md-footer-nav__direction"> Next </span> domainlab package </span>
+                class="md-footer-nav__direction"> "Next" </span> domainlab package </span>
             </div>
             <div class="md-flex__cell md-flex__cell--shrink"><i
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-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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index 64317df66..a7d535fa7 100644
Binary files a/docs/build/html/objects.inv and b/docs/build/html/objects.inv differ
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index 1c546cfc8..e19f0eb79 100644
--- a/docs/build/html/py-modindex.html
+++ b/docs/build/html/py-modindex.html
@@ -48,7 +48,7 @@
   
   
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-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
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@@ -107,7 +107,7 @@
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     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/readme_link.html b/docs/build/html/readme_link.html
index 18adb9d50..535bcb4a1 100644
--- a/docs/build/html/readme_link.html
+++ b/docs/build/html/readme_link.html
@@ -49,7 +49,7 @@
   
   
     <title>Introduction &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
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@@ -107,7 +107,7 @@
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     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -280,7 +280,7 @@
               <div class="md-sidebar__inner">
                 
 <nav class="md-nav md-nav--secondary">
-    <label class="md-nav__title" for="__toc">Contents</label>
+    <label class="md-nav__title" for="__toc">"Contents"</label>
   <ul class="md-nav__list" data-md-scrollfix="">
         <li class="md-nav__item"><a href="#readme-link--page-root" class="md-nav__link">Introduction</a><nav class="md-nav">
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@@ -419,7 +419,7 @@ <h4 id="benchmark-different-methods">Benchmark different methods<a class="header
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/requirements.html b/docs/build/html/requirements.html
index c58c68709..14ab610fe 100644
--- a/docs/build/html/requirements.html
+++ b/docs/build/html/requirements.html
@@ -49,7 +49,7 @@
   
   
     <title>recommonmark==0.5.0.dev0 &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
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     <form class="md-search__form" action="search.html" method="get" name="search">
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+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
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@@ -324,7 +324,7 @@ <h1 id="requirements--page-root">recommonmark==0.5.0.dev0<a class="headerlink" h
               
           </div>
             Created using
-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/search.html b/docs/build/html/search.html
index ed29834c1..ea4868efd 100644
--- a/docs/build/html/search.html
+++ b/docs/build/html/search.html
@@ -48,7 +48,7 @@
   
   
     <title>Search &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
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-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/docs/build/html/searchindex.js b/docs/build/html/searchindex.js
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"map-between-slurm-job-id-and-sampled-hyperparameter-index"]], "Obtained results": [[6, "obtained-results"]], "Output folder structure": [[6, "output-folder-structure"]], "Obtain partial results": [[6, "obtain-partial-results"]], "Generate plots from .csv file": [[6, "generate-plots-from-csv-file"]], "Further explanations to Benchmark Setup": [[7, "further-explanations-to-benchmark-setup"]], "Hyperparameter sampling": [[7, "hyperparameter-sampling"]], "Constraints": [[7, "constraints"]], "Let DomainLab know where your PACS data were located": [[8, "let-domainlab-know-where-your-pacs-data-were-located"]], "Benchmark yaml files": [[9, "benchmark-yaml-files"]], "General setup of the yaml file": [[9, "general-setup-of-the-yaml-file"]], "Sampling description": [[9, "sampling-description"]], "uniform and loguniform distribution": [[9, "uniform-and-loguniform-distribution"]], "normal and lognormal distribution": [[9, "normal-and-lognormal-distribution"]], "cathegorical hyperparameters": [[9, "cathegorical-hyperparameters"]], "Referenced hperparameters": [[9, "referenced-hperparameters"]], "Special Arguments in the Sampling description": [[9, "special-arguments-in-the-sampling-description"]], "Combination of Shared and Task Specific Hyperparameter Samples": [[9, "combination-of-shared-and-task-specific-hyperparameter-samples"]], "Custom Neural Network": [[10, "custom-neural-network"], [13, "custom-neural-network"]], "Custom Neural Network Examples": [[10, "custom-neural-network-examples"]], "model \u2018erm\u2019 with custom neural network": [[10, "model-erm-with-custom-neural-network"]], "trainer \u2018matchdg\u2019 with custom neural network": [[10, "trainer-matchdg-with-custom-neural-network"]], "Model DANN: Domain Adversarial Neural Network": [[11, "model-dann-domain-adversarial-neural-network"]], "Model DIVA: Domain Invariant Variational Autoencoders": [[12, "model-diva-domain-invariant-variational-autoencoders"]], "Command line examples": [[13, "command-line-examples"]], "Colored version of MNIST": [[13, "colored-version-of-mnist"]], "leave one domain out": [[13, "leave-one-domain-out"]], "choose train and test": [[13, "choose-train-and-test"]], "make a sanity check for the dataset using 8 instances from each domain and from each class": [[13, "make-a-sanity-check-for-the-dataset-using-8-instances-from-each-domain-and-from-each-class"]], "sanity check on only 2 train domains and 2 test domain2": [[13, "sanity-check-on-only-2-train-domains-and-2-test-domain2"]], "generation of images": [[13, "generation-of-images"]], "use hduva on color mnist, train on 2 domains": [[13, "use-hduva-on-color-mnist-train-on-2-domains"]], "hduva is domain-unsupervised, so it works also with a single domain": [[13, "hduva-is-domain-unsupervised-so-it-works-also-with-a-single-domain"]], "Larger images:": [[13, "larger-images"]], "model diva with implemented neural network": [[13, "model-diva-with-implemented-neural-network"]], "model diva with custom neural network": [[13, "model-diva-with-custom-neural-network"]], "model erm with implemented neural network": [[13, "model-erm-with-implemented-neural-network"]], "model dann with implemented neural network": [[13, "model-dann-with-implemented-neural-network"]], "model jigen with implemented neural network": [[13, "model-jigen-with-implemented-neural-network"]], "sannity check with jigen tile shuffling": [[13, "sannity-check-with-jigen-tile-shuffling"]], "training implemented neural network with matchdg": [[13, "training-implemented-neural-network-with-matchdg"]], "trainer matchdg with mnist": [[13, "trainer-matchdg-with-mnist"]], "hduva with implemented neural network": [[13, "hduva-with-implemented-neural-network"]], "hduva use alex net": [[13, "hduva-use-alex-net"]], "model erm with custom neural network": [[13, "model-erm-with-custom-neural-network"]], "trainer matchdg with custom neural network": [[13, "trainer-matchdg-with-custom-neural-network"]], "training hduva with matchdg": [[13, "training-hduva-with-matchdg"]], "hduva use custom net for sandwich encoder": [[13, "hduva-use-custom-net-for-sandwich-encoder"]], "hduva use custom net for topic encoder": [[13, "hduva-use-custom-net-for-topic-encoder"]], "hduva use custom net for classification encoder": [[13, "hduva-use-custom-net-for-classification-encoder"]], "User defined tasks": [[13, "user-defined-tasks"]], "Folder Task": [[13, "folder-task"]], "Folder Task with implemented neural network": [[13, "folder-task-with-implemented-neural-network"]], "Folder Task with externally user defined neural network": [[13, "folder-task-with-externally-user-defined-neural-network"]], "ImagePath Task": [[13, "imagepath-task"]], "ImagePath Task with implemented algorithm": [[13, "imagepath-task-with-implemented-algorithm"]], "ImagePath Task with externally user defined neural network": [[13, "imagepath-task-with-externally-user-defined-neural-network"]], "Custom algorithm defined in external python file": [[13, "custom-algorithm-defined-in-external-python-file"]], "Adversarial images training": [[13, "adversarial-images-training"]], "Train DIVA model with DIAL trainer": [[13, "train-diva-model-with-dial-trainer"]], "Set hyper-parameters for trainer as well": [[13, "set-hyper-parameters-for-trainer-as-well"]], "Meta Learning Domain Generalization": [[13, "meta-learning-domain-generalization"]], "Extend or contribute with a custom domain generalization model": [[14, "extend-or-contribute-with-a-custom-domain-generalization-model"]], "External extension by implementing your custom models": [[14, "external-extension-by-implementing-your-custom-models"]], "Software Architecture and Design": [[14, "software-architecture-and-design"]], "Installation of DomainLab": [[15, "installation-of-domainlab"]], "Create a virtual environment for DomainLab (strongly recommended)": [[15, "create-a-virtual-environment-for-domainlab-strongly-recommended"]], "Install Development version via github": [[15, "install-development-version-via-github"]], "Dependencies management": [[15, "dependencies-management"]], "Install Release": [[15, "install-release"]], "Output structure": [[16, "output-structure"]], "Task Specification": [[17, "task-specification"]], "Possibility 1: Specify train and test domain dataset directly": [[17, "possibility-1-specify-train-and-test-domain-dataset-directly"]], "Possibility 2: TaskPathList": [[17, "possibility-2-taskpathlist"]], "Possibility 3: TaskFolder": [[17, "possibility-3-taskfolder"]], "Data organization": [[17, "data-organization"]], "Specify the task with domainlab API": [[17, "specify-the-task-with-domainlab-api"]], "Basic usage": [[18, "basic-usage"]], "Further usage": [[18, "further-usage"]], "Custom Neural network": [[18, "custom-neural-network"]], "Output structure (results storage) and Performance Measure": [[18, "output-structure-results-storage-and-performance-measure"]], "Software Design Pattern, Extend or Contribution": [[18, "software-design-pattern-extend-or-contribution"]], "domainlab package": [[19, "domainlab-package"]], "Subpackages": [[19, "subpackages"], [20, "subpackages"], [23, "subpackages"], [25, "subpackages"], [28, "subpackages"]], "Submodules": [[19, "submodules"], [20, "submodules"], [21, "submodules"], [22, "submodules"], [23, "submodules"], [24, "submodules"], [25, "submodules"], [26, "submodules"], [27, "submodules"], [28, "submodules"], [29, "submodules"], [30, "submodules"], [31, "submodules"], [32, "submodules"], [33, "submodules"], [34, "submodules"], [35, "submodules"]], "domainlab.arg_parser module": [[19, "domainlab-arg-parser-module"]], "domainlab.mk_exp module": [[19, "domainlab-mk-exp-module"]], "Module contents": [[19, "module-contents"], [20, "module-contents"], [21, "module-contents"], [22, "module-contents"], [23, "module-contents"], [24, "module-contents"], [25, "module-contents"], [26, "module-contents"], [27, "module-contents"], [28, "module-contents"], [29, "module-contents"], [30, "module-contents"], [31, "module-contents"], [32, "module-contents"], [33, "module-contents"], [34, "module-contents"], [35, "module-contents"]], "domainlab.algos package": [[20, "domainlab-algos-package"]], "domainlab.algos.a_algo_builder module": [[20, "domainlab-algos-a-algo-builder-module"]], "domainlab.algos.builder_api_model module": [[20, "domainlab-algos-builder-api-model-module"]], "domainlab.algos.builder_custom module": [[20, "domainlab-algos-builder-custom-module"]], "domainlab.algos.builder_dann module": [[20, "domainlab-algos-builder-dann-module"]], "domainlab.algos.builder_diva module": [[20, "domainlab-algos-builder-diva-module"]], "domainlab.algos.builder_erm module": [[20, "domainlab-algos-builder-erm-module"]], "domainlab.algos.builder_hduva module": [[20, "domainlab-algos-builder-hduva-module"]], "domainlab.algos.builder_jigen1 module": [[20, "domainlab-algos-builder-jigen1-module"]], "domainlab.algos.zoo_algos module": [[20, "domainlab-algos-zoo-algos-module"]], "domainlab.algos.msels package": [[21, "domainlab-algos-msels-package"]], "domainlab.algos.msels.a_model_sel module": [[21, "domainlab-algos-msels-a-model-sel-module"]], "domainlab.algos.msels.c_msel_oracle module": [[21, "domainlab-algos-msels-c-msel-oracle-module"]], "domainlab.algos.msels.c_msel_tr_loss module": [[21, "domainlab-algos-msels-c-msel-tr-loss-module"]], "domainlab.algos.msels.c_msel_val module": [[21, "domainlab-algos-msels-c-msel-val-module"]], "domainlab.algos.observers package": [[22, "domainlab-algos-observers-package"]], "domainlab.algos.observers.a_observer module": [[22, "domainlab-algos-observers-a-observer-module"]], "domainlab.algos.observers.b_obvisitor module": [[22, "domainlab-algos-observers-b-obvisitor-module"]], "domainlab.algos.observers.c_obvisitor_cleanup module": [[22, "domainlab-algos-observers-c-obvisitor-cleanup-module"]], "domainlab.algos.observers.c_obvisitor_gen module": [[22, "domainlab-algos-observers-c-obvisitor-gen-module"]], "domainlab.algos.trainers package": [[23, "domainlab-algos-trainers-package"]], "domainlab.algos.trainers.a_trainer module": [[23, "domainlab-algos-trainers-a-trainer-module"]], "domainlab.algos.trainers.args_dial module": [[23, "domainlab-algos-trainers-args-dial-module"]], "domainlab.algos.trainers.hyper_scheduler module": [[23, "domainlab-algos-trainers-hyper-scheduler-module"]], "domainlab.algos.trainers.train_basic module": [[23, "domainlab-algos-trainers-train-basic-module"]], "domainlab.algos.trainers.train_dial module": [[23, "domainlab-algos-trainers-train-dial-module"]], "domainlab.algos.trainers.train_hyper_scheduler module": [[23, "domainlab-algos-trainers-train-hyper-scheduler-module"]], "domainlab.algos.trainers.train_matchdg module": [[23, "domainlab-algos-trainers-train-matchdg-module"]], "domainlab.algos.trainers.train_mldg module": [[23, "domainlab-algos-trainers-train-mldg-module"]], "domainlab.algos.trainers.zoo_trainer module": [[23, "domainlab-algos-trainers-zoo-trainer-module"]], "domainlab.algos.trainers.compos package": [[24, "domainlab-algos-trainers-compos-package"]], "domainlab.algos.trainers.compos.matchdg_args module": [[24, "domainlab-algos-trainers-compos-matchdg-args-module"]], "domainlab.algos.trainers.compos.matchdg_match module": [[24, "domainlab-algos-trainers-compos-matchdg-match-module"]], "domainlab.algos.trainers.compos.matchdg_utils module": [[24, "domainlab-algos-trainers-compos-matchdg-utils-module"]], "domainlab.compos package": [[25, "domainlab-compos-package"]], "domainlab.compos.a_nn_builder module": [[25, "domainlab-compos-a-nn-builder-module"]], "domainlab.compos.builder_nn_alex module": [[25, "domainlab-compos-builder-nn-alex-module"]], "domainlab.compos.builder_nn_conv_bn_relu_2 module": [[25, "domainlab-compos-builder-nn-conv-bn-relu-2-module"]], "domainlab.compos.builder_nn_external_from_file module": [[25, "domainlab-compos-builder-nn-external-from-file-module"]], "domainlab.compos.utils_conv_get_flat_dim module": [[25, "domainlab-compos-utils-conv-get-flat-dim-module"]], "domainlab.compos.zoo_nn module": [[25, "domainlab-compos-zoo-nn-module"]], "domainlab.compos.nn_zoo package": [[26, "domainlab-compos-nn-zoo-package"]], "domainlab.compos.nn_zoo.net_adversarial module": [[26, "domainlab-compos-nn-zoo-net-adversarial-module"]], "domainlab.compos.nn_zoo.net_classif module": [[26, "domainlab-compos-nn-zoo-net-classif-module"]], "domainlab.compos.nn_zoo.net_conv_conv_bn_pool_2 module": [[26, "domainlab-compos-nn-zoo-net-conv-conv-bn-pool-2-module"]], "domainlab.compos.nn_zoo.net_gated module": [[26, "domainlab-compos-nn-zoo-net-gated-module"]], "domainlab.compos.nn_zoo.nn module": [[26, "domainlab-compos-nn-zoo-nn-module"]], "domainlab.compos.nn_zoo.nn_alex module": [[26, "domainlab-compos-nn-zoo-nn-alex-module"]], "domainlab.compos.nn_zoo.nn_torchvision module": [[26, "domainlab-compos-nn-zoo-nn-torchvision-module"]], "domainlab.compos.pcr package": [[27, "domainlab-compos-pcr-package"]], "domainlab.compos.pcr.p_chain_handler module": [[27, "domainlab-compos-pcr-p-chain-handler-module"]], "domainlab.compos.pcr.request module": [[27, "domainlab-compos-pcr-request-module"]], "domainlab.compos.vae package": [[28, "domainlab-compos-vae-package"]], "domainlab.compos.vae.a_model_builder module": [[28, "domainlab-compos-vae-a-model-builder-module"]], "domainlab.compos.vae.a_vae_builder module": [[28, "domainlab-compos-vae-a-vae-builder-module"]], "domainlab.compos.vae.c_vae_adaptor_model_recon module": [[28, "domainlab-compos-vae-c-vae-adaptor-model-recon-module"]], "domainlab.compos.vae.c_vae_builder_classif module": [[28, "domainlab-compos-vae-c-vae-builder-classif-module"]], "domainlab.compos.vae.c_vae_recon module": [[28, "domainlab-compos-vae-c-vae-recon-module"]], "domainlab.compos.vae.utils_request_chain_builder module": [[28, "domainlab-compos-vae-utils-request-chain-builder-module"]], "domainlab.compos.vae.zoo_vae_builders_classif module": [[28, "domainlab-compos-vae-zoo-vae-builders-classif-module"]], "domainlab.compos.vae.zoo_vae_builders_classif_topic module": [[28, "domainlab-compos-vae-zoo-vae-builders-classif-topic-module"]], "domainlab.compos.vae.compos package": [[29, "domainlab-compos-vae-compos-package"]], "domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv module": [[29, "domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-module"]], "domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv module": [[29, "domainlab-compos-vae-compos-decoder-concat-vec-reshape-conv-gated-conv-module"]], "domainlab.compos.vae.compos.decoder_cond_prior module": [[29, "domainlab-compos-vae-compos-decoder-cond-prior-module"]], "domainlab.compos.vae.compos.decoder_losses module": [[29, "domainlab-compos-vae-compos-decoder-losses-module"]], "domainlab.compos.vae.compos.encoder module": [[29, "domainlab-compos-vae-compos-encoder-module"]], "domainlab.compos.vae.compos.encoder_dirichlet module": [[29, "domainlab-compos-vae-compos-encoder-dirichlet-module"]], "domainlab.compos.vae.compos.encoder_domain_topic module": [[29, "domainlab-compos-vae-compos-encoder-domain-topic-module"]], "domainlab.compos.vae.compos.encoder_domain_topic_img2topic module": [[29, "domainlab-compos-vae-compos-encoder-domain-topic-img2topic-module"]], "domainlab.compos.vae.compos.encoder_domain_topic_img_topic2zd module": [[29, "domainlab-compos-vae-compos-encoder-domain-topic-img-topic2zd-module"]], "domainlab.compos.vae.compos.encoder_xyd_parallel module": [[29, "domainlab-compos-vae-compos-encoder-xyd-parallel-module"]], "domainlab.compos.vae.compos.encoder_xydt_elevator module": [[29, "domainlab-compos-vae-compos-encoder-xydt-elevator-module"]], "domainlab.compos.vae.compos.encoder_zy module": [[29, "domainlab-compos-vae-compos-encoder-zy-module"]], "domainlab.dsets package": [[30, "domainlab-dsets-package"]], "domainlab.dsets.a_dset_mnist_color_rgb_solo module": [[30, "domainlab-dsets-a-dset-mnist-color-rgb-solo-module"]], "domainlab.dsets.dset_img_path_list module": [[30, "domainlab-dsets-dset-img-path-list-module"]], "domainlab.dsets.dset_mnist_color_solo_default module": [[30, "domainlab-dsets-dset-mnist-color-solo-default-module"]], "domainlab.dsets.dset_poly_domains_mnist_color_default module": [[30, "domainlab-dsets-dset-poly-domains-mnist-color-default-module"]], "domainlab.dsets.dset_subfolder module": [[30, "domainlab-dsets-dset-subfolder-module"]], "domainlab.dsets.utils_color_palette module": [[30, "domainlab-dsets-utils-color-palette-module"]], "domainlab.dsets.utils_data module": [[30, "domainlab-dsets-utils-data-module"]], "domainlab.dsets.utils_wrapdset_patches module": [[30, "domainlab-dsets-utils-wrapdset-patches-module"]], "domainlab.exp package": [[31, "domainlab-exp-package"]], "domainlab.exp.exp_cuda_seed module": [[31, "domainlab-exp-exp-cuda-seed-module"]], "domainlab.exp.exp_main module": [[31, "domainlab-exp-exp-main-module"]], "domainlab.exp.exp_utils module": [[31, "domainlab-exp-exp-utils-module"]], "domainlab.exp_protocol package": [[32, "domainlab-exp-protocol-package"]], "domainlab.exp_protocol.aggregate_results module": [[32, "domainlab-exp-protocol-aggregate-results-module"]], "domainlab.exp_protocol.run_experiment module": [[32, "domainlab-exp-protocol-run-experiment-module"]], "domainlab.models package": [[33, "domainlab-models-package"]], "domainlab.models.a_model module": [[33, "domainlab-models-a-model-module"]], "domainlab.models.a_model_classif module": [[33, "domainlab-models-a-model-classif-module"]], "domainlab.models.args_jigen module": [[33, "domainlab-models-args-jigen-module"]], "domainlab.models.args_vae module": [[33, "domainlab-models-args-vae-module"]], "domainlab.models.interface_vae_xyd module": [[33, "domainlab-models-interface-vae-xyd-module"]], "domainlab.models.model_custom module": [[33, "domainlab-models-model-custom-module"]], "domainlab.models.model_dann module": [[33, "domainlab-models-model-dann-module"]], "domainlab.models.model_deep_all module": [[33, "domainlab-models-model-deep-all-module"]], "domainlab.models.model_diva module": [[33, "domainlab-models-model-diva-module"]], "domainlab.models.model_hduva module": [[33, "domainlab-models-model-hduva-module"]], "domainlab.models.model_jigen module": [[33, "domainlab-models-model-jigen-module"]], "domainlab.models.model_vae_xyd_classif module": [[33, "domainlab-models-model-vae-xyd-classif-module"]], "domainlab.tasks package": [[34, "domainlab-tasks-package"]], "domainlab.tasks.a_task module": [[34, "domainlab-tasks-a-task-module"]], "domainlab.tasks.a_task_classif module": [[34, "domainlab-tasks-a-task-classif-module"]], "domainlab.tasks.b_task module": [[34, "domainlab-tasks-b-task-module"]], "domainlab.tasks.b_task_classif module": [[34, "domainlab-tasks-b-task-classif-module"]], "domainlab.tasks.task_dset module": [[34, "domainlab-tasks-task-dset-module"]], "domainlab.tasks.task_folder module": [[34, "domainlab-tasks-task-folder-module"]], "domainlab.tasks.task_folder_mk module": [[34, "domainlab-tasks-task-folder-mk-module"]], "domainlab.tasks.task_mini_vlcs module": [[34, "domainlab-tasks-task-mini-vlcs-module"]], "domainlab.tasks.task_mnist_color module": [[34, "domainlab-tasks-task-mnist-color-module"]], "domainlab.tasks.task_pathlist module": [[34, "domainlab-tasks-task-pathlist-module"]], "domainlab.tasks.task_utils module": [[34, "domainlab-tasks-task-utils-module"]], "domainlab.tasks.utils_task module": [[34, "domainlab-tasks-utils-task-module"]], "domainlab.tasks.utils_task_dset module": [[34, "domainlab-tasks-utils-task-dset-module"]], "domainlab.tasks.zoo_tasks module": [[34, "domainlab-tasks-zoo-tasks-module"]], "domainlab.utils package": [[35, "domainlab-utils-package"]], "domainlab.utils.flows_gen_img_model module": [[35, "domainlab-utils-flows-gen-img-model-module"]], "domainlab.utils.generate_benchmark_plots module": [[35, "domainlab-utils-generate-benchmark-plots-module"]], "domainlab.utils.get_git_tag module": [[35, "domainlab-utils-get-git-tag-module"]], "domainlab.utils.hyperparameter_gridsearch module": [[35, "domainlab-utils-hyperparameter-gridsearch-module"]], "domainlab.utils.hyperparameter_sampling module": [[35, "domainlab-utils-hyperparameter-sampling-module"]], "domainlab.utils.logger module": [[35, "domainlab-utils-logger-module"]], "domainlab.utils.override_interface module": [[35, "domainlab-utils-override-interface-module"]], "domainlab.utils.perf module": [[35, "domainlab-utils-perf-module"]], "domainlab.utils.perf_metrics module": [[35, "domainlab-utils-perf-metrics-module"]], "domainlab.utils.sanity_check module": [[35, "domainlab-utils-sanity-check-module"]], "domainlab.utils.test_img module": [[35, "domainlab-utils-test-img-module"]], "domainlab.utils.u_import module": [[35, "domainlab-utils-u-import-module"]], "domainlab.utils.u_import_net_module module": [[35, "domainlab-utils-u-import-net-module-module"]], "domainlab.utils.utils_class module": [[35, "domainlab-utils-utils-class-module"]], "domainlab.utils.utils_classif module": [[35, "domainlab-utils-utils-classif-module"]], "domainlab.utils.utils_cuda module": [[35, "domainlab-utils-utils-cuda-module"]], "domainlab.utils.utils_img_sav module": [[35, "domainlab-utils-utils-img-sav-module"]], "Welcome to domainlab\u2019s documentation!": [[36, "welcome-to-domainlab-s-documentation"]], "Contents:": [[36, null]], "Indices and tables": [[36, "indices-and-tables"]], "domainlab": [[37, "domainlab"]], "Introduction": [[38, "introduction"]], "DomainLab: modular python package for training domain invariant neural networks": [[38, "domainlab-modular-python-package-for-training-domain-invariant-neural-networks"]], "Distribution shifts, domain generalization and DomainLab": [[38, "distribution-shifts-domain-generalization-and-domainlab"]], "Getting started": [[38, "getting-started"]], "Installation": [[38, "installation"]], "Task specification": [[38, "task-specification"]], "Example and usage": [[38, "example-and-usage"]], "Either clone this repo and use command line": [[38, "either-clone-this-repo-and-use-command-line"]], "or Programm against DomainLab API": [[38, "or-programm-against-domainlab-api"]], "Benchmark different methods": [[38, "benchmark-different-methods"]], "recommonmark==0.5.0.dev0": [[39, "recommonmark-0-5-0-dev0"]]}, "indexentries": {"apply_dict_to_args() (in module domainlab.arg_parser)": [[19, "domainlab.arg_parser.apply_dict_to_args"]], "domainlab": [[19, "module-domainlab"]], "domainlab.arg_parser": [[19, "module-domainlab.arg_parser"]], "domainlab.mk_exp": [[19, "module-domainlab.mk_exp"]], "mk_exp() (in module domainlab.mk_exp)": [[19, "domainlab.mk_exp.mk_exp"]], "mk_parser_main() (in module 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"sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.viewcode": 1, "sphinx.ext.intersphinx": 1, "sphinx.ext.todo": 2, "nbsphinx": 4, "sphinx": 60}, "alltitles": {"Trainer DIAL: Domain Invariant Adversarial Learning": [[0, "trainer-dial-domain-invariant-adversarial-learning"]], "generating the adversarial domain": [[0, "generating-the-adversarial-domain"]], "network structure": [[0, "network-structure"]], "loss function and gradient reversal layer": [[0, "loss-function-and-gradient-reversal-layer"]], "Fishr: Invariant Gradient Variances for Out-of-distribution Generalization": [[1, "fishr-invariant-gradient-variances-for-out-of-distribution-generalization"]], "Quantifying inconsistency between domains": [[1, "quantifying-inconsistency-between-domains"]], "Matching the Variances during training": [[1, "matching-the-variances-during-training"]], "Implementation": [[1, "implementation"]], "Model HDUVA": [[2, "model-hduva"]], "HDUVA: HIERARCHICAL VARIATIONAL AUTO-ENCODING FOR UNSUPERVISED DOMAIN GENERALIZATION": [[2, "hduva-hierarchical-variational-auto-encoding-for-unsupervised-domain-generalization"]], "Model Overview": [[2, "model-overview"]], "Evidence lower bound and overall loss": [[2, "evidence-lower-bound-and-overall-loss"]], "Hyperparameters loss function": [[2, "hyperparameters-loss-function"]], "Model hyperparameters": [[2, "model-hyperparameters"]], "Hyperparameter for warmup": [[2, "hyperparameter-for-warmup"]], "Model JiGen": [[3, "model-jigen"]], "Model parameters": [[3, "model-parameters"], [12, "model-parameters"]], "Trainer MatchDG: Domain Generalization using Causal Matching": [[4, "trainer-matchdg-domain-generalization-using-causal-matching"]], "Motivation: causality theory": [[4, "motivation-causality-theory"]], "Network": [[4, "network"]], "Training": [[4, "training"]], "colored MNIST classification": [[5, "colored-mnist-classification"]], "colored MNIST dataset": [[5, "colored-mnist-dataset"]], "domain generalisation on colored MNIST": [[5, "domain-generalisation-on-colored-mnist"]], "erm (Emperical Risk Minimization)": [[5, "erm-emperical-risk-minimization"]], "diva": [[5, "diva"]], "Results": [[5, "results"]], "Detailed prompt explanation": [[5, "detailed-prompt-explanation"]], "Benchmarking with DomainLab": [[6, "benchmarking-with-domainlab"]], "Dependencies installation": [[6, "dependencies-installation"]], "Unix installation": [[6, "unix-installation"]], "Windows installation details": [[6, "windows-installation-details"]], "Setting up a benchmark": [[6, "setting-up-a-benchmark"]], "Running a benchmark": [[6, "running-a-benchmark"]], "Benchmark on a standalone machine (with or without GPU)": [[6, "benchmark-on-a-standalone-machine-with-or-without-gpu"]], "Benchmark on a HPC cluster with slurm": [[6, "benchmark-on-a-hpc-cluster-with-slurm"]], "Check errors for slurm runs": [[6, "check-errors-for-slurm-runs"]], "Map between slurm job id and sampled hyperparameter index": [[6, "map-between-slurm-job-id-and-sampled-hyperparameter-index"]], "Obtained results": [[6, "obtained-results"]], "Output folder structure": [[6, "output-folder-structure"]], "Obtain partial results": [[6, "obtain-partial-results"]], "Generate plots from .csv file": [[6, "generate-plots-from-csv-file"]], "Further explanations to Benchmark Setup": [[7, "further-explanations-to-benchmark-setup"]], "Hyperparameter sampling": [[7, "hyperparameter-sampling"]], "Constraints": [[7, "constraints"]], "Let DomainLab know where your PACS data were located": [[8, "let-domainlab-know-where-your-pacs-data-were-located"]], "Benchmark yaml files": [[9, "benchmark-yaml-files"]], "General setup of the yaml file": [[9, "general-setup-of-the-yaml-file"]], "Sampling description": [[9, "sampling-description"]], "uniform and loguniform distribution": [[9, "uniform-and-loguniform-distribution"]], "normal and lognormal distribution": [[9, "normal-and-lognormal-distribution"]], "cathegorical hyperparameters": [[9, "cathegorical-hyperparameters"]], "Referenced hperparameters": [[9, "referenced-hperparameters"]], "Special Arguments in the Sampling description": [[9, "special-arguments-in-the-sampling-description"]], "Combination of Shared and Task Specific Hyperparameter Samples": [[9, "combination-of-shared-and-task-specific-hyperparameter-samples"]], "Custom Neural Network": [[10, "custom-neural-network"], [13, "custom-neural-network"]], "Custom Neural Network Examples": [[10, "custom-neural-network-examples"]], "model \u2018erm\u2019 with custom neural network": [[10, "model-erm-with-custom-neural-network"]], "trainer \u2018matchdg\u2019 with custom neural network": [[10, "trainer-matchdg-with-custom-neural-network"]], "Model DANN: Domain Adversarial Neural Network": [[11, "model-dann-domain-adversarial-neural-network"]], "Model DIVA: Domain Invariant Variational Autoencoders": [[12, "model-diva-domain-invariant-variational-autoencoders"]], "Command line examples": [[13, "command-line-examples"]], "Colored version of MNIST": [[13, "colored-version-of-mnist"]], "leave one domain out": [[13, "leave-one-domain-out"]], "choose train and test": [[13, "choose-train-and-test"]], "make a sanity check for the dataset using 8 instances from each domain and from each class": [[13, "make-a-sanity-check-for-the-dataset-using-8-instances-from-each-domain-and-from-each-class"]], "sanity check on only 2 train domains and 2 test domain2": [[13, "sanity-check-on-only-2-train-domains-and-2-test-domain2"]], "generation of images": [[13, "generation-of-images"]], "use hduva on color mnist, train on 2 domains": [[13, "use-hduva-on-color-mnist-train-on-2-domains"]], "hduva is domain-unsupervised, so it works also with a single domain": [[13, "hduva-is-domain-unsupervised-so-it-works-also-with-a-single-domain"]], "Larger images:": [[13, "larger-images"]], "model diva with implemented neural network": [[13, "model-diva-with-implemented-neural-network"]], "model diva with custom neural network": [[13, "model-diva-with-custom-neural-network"]], "model erm with implemented neural network": [[13, "model-erm-with-implemented-neural-network"]], "model dann with implemented neural network": [[13, "model-dann-with-implemented-neural-network"]], "model jigen with implemented neural network": [[13, "model-jigen-with-implemented-neural-network"]], "sannity check with jigen tile shuffling": [[13, "sannity-check-with-jigen-tile-shuffling"]], "training implemented neural network with matchdg": [[13, "training-implemented-neural-network-with-matchdg"]], "trainer matchdg with mnist": [[13, "trainer-matchdg-with-mnist"]], "hduva with implemented neural network": [[13, "hduva-with-implemented-neural-network"]], "hduva use alex net": [[13, "hduva-use-alex-net"]], "model erm with custom neural network": [[13, "model-erm-with-custom-neural-network"]], "trainer matchdg with custom neural network": [[13, "trainer-matchdg-with-custom-neural-network"]], "training hduva with matchdg": [[13, "training-hduva-with-matchdg"]], "hduva use custom net for sandwich encoder": [[13, "hduva-use-custom-net-for-sandwich-encoder"]], "hduva use custom net for topic encoder": [[13, "hduva-use-custom-net-for-topic-encoder"]], "hduva use custom net for classification encoder": [[13, "hduva-use-custom-net-for-classification-encoder"]], "User defined tasks": [[13, "user-defined-tasks"]], "Folder Task": [[13, "folder-task"]], "Folder Task with implemented neural network": [[13, "folder-task-with-implemented-neural-network"]], "Folder Task with externally user defined neural network": [[13, "folder-task-with-externally-user-defined-neural-network"]], "ImagePath Task": [[13, "imagepath-task"]], "ImagePath Task with implemented algorithm": [[13, "imagepath-task-with-implemented-algorithm"]], "ImagePath Task with externally user defined neural network": [[13, "imagepath-task-with-externally-user-defined-neural-network"]], "Custom algorithm defined in external python file": [[13, "custom-algorithm-defined-in-external-python-file"]], "Adversarial images training": [[13, "adversarial-images-training"]], "Train DIVA model with DIAL trainer": [[13, "train-diva-model-with-dial-trainer"]], "Set hyper-parameters for trainer as well": [[13, "set-hyper-parameters-for-trainer-as-well"]], "Meta Learning Domain Generalization": [[13, "meta-learning-domain-generalization"]], "Extend or contribute with a custom domain generalization model": [[14, "extend-or-contribute-with-a-custom-domain-generalization-model"]], "External extension by implementing your custom models": [[14, "external-extension-by-implementing-your-custom-models"]], "Software Architecture and Design": [[14, "software-architecture-and-design"]], "Installation of DomainLab": [[15, "installation-of-domainlab"]], "Create a virtual environment for DomainLab (strongly recommended)": [[15, "create-a-virtual-environment-for-domainlab-strongly-recommended"]], "Install Development version via github": [[15, 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"software-design-pattern-extend-or-contribution"]], "domainlab package": [[19, "domainlab-package"]], "Subpackages": [[19, "subpackages"], [20, "subpackages"], [23, "subpackages"], [25, "subpackages"], [28, "subpackages"]], "Submodules": [[19, "submodules"], [20, "submodules"], [21, "submodules"], [22, "submodules"], [23, "submodules"], [24, "submodules"], [25, "submodules"], [26, "submodules"], [27, "submodules"], [28, "submodules"], [29, "submodules"], [30, "submodules"], [31, "submodules"], [32, "submodules"], [33, "submodules"], [34, "submodules"], [35, "submodules"]], "domainlab.arg_parser module": [[19, "module-domainlab.arg_parser"]], "domainlab.mk_exp module": [[19, "module-domainlab.mk_exp"]], "Module contents": [[19, "module-domainlab"], [20, "module-domainlab.algos"], [21, "module-domainlab.algos.msels"], [22, "module-domainlab.algos.observers"], [23, "module-domainlab.algos.trainers"], [24, "module-domainlab.algos.trainers.compos"], [25, "module-domainlab.compos"], [26, 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"domainlab.algos.observers.c_obvisitor_cleanup module": [[22, "module-domainlab.algos.observers.c_obvisitor_cleanup"]], "domainlab.algos.observers.c_obvisitor_gen module": [[22, "module-domainlab.algos.observers.c_obvisitor_gen"]], "domainlab.algos.trainers package": [[23, "domainlab-algos-trainers-package"]], "domainlab.algos.trainers.a_trainer module": [[23, "module-domainlab.algos.trainers.a_trainer"]], "domainlab.algos.trainers.args_dial module": [[23, "module-domainlab.algos.trainers.args_dial"]], "domainlab.algos.trainers.hyper_scheduler module": [[23, "module-domainlab.algos.trainers.hyper_scheduler"]], "domainlab.algos.trainers.train_basic module": [[23, "module-domainlab.algos.trainers.train_basic"]], "domainlab.algos.trainers.train_dial module": [[23, "module-domainlab.algos.trainers.train_dial"]], "domainlab.algos.trainers.train_hyper_scheduler module": [[23, "module-domainlab.algos.trainers.train_hyper_scheduler"]], "domainlab.algos.trainers.train_matchdg module": [[23, "module-domainlab.algos.trainers.train_matchdg"]], "domainlab.algos.trainers.train_mldg module": [[23, "module-domainlab.algos.trainers.train_mldg"]], "domainlab.algos.trainers.zoo_trainer module": [[23, "module-domainlab.algos.trainers.zoo_trainer"]], "domainlab.algos.trainers.compos package": [[24, "domainlab-algos-trainers-compos-package"]], "domainlab.algos.trainers.compos.matchdg_args module": [[24, "module-domainlab.algos.trainers.compos.matchdg_args"]], "domainlab.algos.trainers.compos.matchdg_match module": [[24, "module-domainlab.algos.trainers.compos.matchdg_match"]], "domainlab.algos.trainers.compos.matchdg_utils module": [[24, "module-domainlab.algos.trainers.compos.matchdg_utils"]], "domainlab.compos package": [[25, "domainlab-compos-package"]], "domainlab.compos.a_nn_builder module": [[25, "module-domainlab.compos.a_nn_builder"]], "domainlab.compos.builder_nn_alex module": [[25, "module-domainlab.compos.builder_nn_alex"]], "domainlab.compos.builder_nn_conv_bn_relu_2 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"module-domainlab.compos.vae.c_vae_recon"]], "domainlab.compos.vae.utils_request_chain_builder module": [[28, "module-domainlab.compos.vae.utils_request_chain_builder"]], "domainlab.compos.vae.zoo_vae_builders_classif module": [[28, "module-domainlab.compos.vae.zoo_vae_builders_classif"]], "domainlab.compos.vae.zoo_vae_builders_classif_topic module": [[28, "module-domainlab.compos.vae.zoo_vae_builders_classif_topic"]], "domainlab.compos.vae.compos package": [[29, "domainlab-compos-vae-compos-package"]], "domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv module": [[29, "module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv"]], "domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv module": [[29, "module-domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv"]], "domainlab.compos.vae.compos.decoder_cond_prior module": [[29, "module-domainlab.compos.vae.compos.decoder_cond_prior"]], "domainlab.compos.vae.compos.decoder_losses 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"module-domainlab.tasks.zoo_tasks"]], "domainlab.utils package": [[35, "domainlab-utils-package"]], "domainlab.utils.flows_gen_img_model module": [[35, "module-domainlab.utils.flows_gen_img_model"]], "domainlab.utils.generate_benchmark_plots module": [[35, "module-domainlab.utils.generate_benchmark_plots"]], "domainlab.utils.get_git_tag module": [[35, "module-domainlab.utils.get_git_tag"]], "domainlab.utils.hyperparameter_gridsearch module": [[35, "module-domainlab.utils.hyperparameter_gridsearch"]], "domainlab.utils.hyperparameter_sampling module": [[35, "module-domainlab.utils.hyperparameter_sampling"]], "domainlab.utils.logger module": [[35, "module-domainlab.utils.logger"]], "domainlab.utils.override_interface module": [[35, "module-domainlab.utils.override_interface"]], "domainlab.utils.perf module": [[35, "module-domainlab.utils.perf"]], "domainlab.utils.perf_metrics module": [[35, "module-domainlab.utils.perf_metrics"]], "domainlab.utils.sanity_check module": [[35, "module-domainlab.utils.sanity_check"]], "domainlab.utils.test_img module": [[35, "module-domainlab.utils.test_img"]], "domainlab.utils.u_import module": [[35, "module-domainlab.utils.u_import"]], "domainlab.utils.u_import_net_module module": [[35, "module-domainlab.utils.u_import_net_module"]], "domainlab.utils.utils_class module": [[35, "module-domainlab.utils.utils_class"]], "domainlab.utils.utils_classif module": [[35, "module-domainlab.utils.utils_classif"]], "domainlab.utils.utils_cuda module": [[35, "module-domainlab.utils.utils_cuda"]], "domainlab.utils.utils_img_sav module": [[35, "module-domainlab.utils.utils_img_sav"]], "Welcome to domainlab\u2019s documentation!": [[36, "welcome-to-domainlab-s-documentation"]], "Contents:": [[36, null]], "Indices and tables": [[36, "indices-and-tables"]], "domainlab": [[37, "domainlab"]], "Introduction": [[38, "introduction"]], "DomainLab: modular python package for training domain invariant neural networks": [[38, "domainlab-modular-python-package-for-training-domain-invariant-neural-networks"]], "Distribution shifts, domain generalization and DomainLab": [[38, "distribution-shifts-domain-generalization-and-domainlab"]], "Getting started": [[38, "getting-started"]], "Installation": [[38, "installation"]], "Task specification": [[38, "task-specification"]], "Example and usage": [[38, "example-and-usage"]], "Either clone this repo and use command line": [[38, "either-clone-this-repo-and-use-command-line"]], "or Programm against DomainLab API": [[38, "or-programm-against-domainlab-api"]], "Benchmark different methods": [[38, "benchmark-different-methods"]], "recommonmark==0.5.0.dev0": [[39, "recommonmark-0-5-0-dev0"]]}, "indexentries": {"apply_dict_to_args() (in module domainlab.arg_parser)": [[19, "domainlab.arg_parser.apply_dict_to_args"]], "domainlab": [[19, "module-domainlab"]], "domainlab.arg_parser": [[19, "module-domainlab.arg_parser"]], "domainlab.mk_exp": [[19, "module-domainlab.mk_exp"]], 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\ No newline at end of file
diff --git a/docs/build/html/tips.html b/docs/build/html/tips.html
index a39360482..40faed03d 100644
--- a/docs/build/html/tips.html
+++ b/docs/build/html/tips.html
@@ -49,7 +49,7 @@
   
   
     <title>&lt;no title&gt; &#8212; domainlab  documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=92fd9be5" />
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=80d5e7a1" />
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     <script src="_static/documentation_options.js?v=5929fcd5"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
@@ -105,7 +105,7 @@
   <label class="md-search__overlay" for="__search"></label>
   <div class="md-search__inner" role="search">
     <form class="md-search__form" action="search.html" method="get" name="search">
-      <input type="text" class="md-search__input" name="q" placeholder="Search"
+      <input type="text" class="md-search__input" name="q" placeholder=""Search""
              autocapitalize="off" autocomplete="off" spellcheck="false"
              data-md-component="query" data-md-state="active">
       <label class="md-icon md-search__icon" for="__search"></label>
@@ -316,7 +316,7 @@
               
           </div>
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-            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.2.
+            <a href="http://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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