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diff --git a/__generated/advanced/AMES.tar.gz b/__generated/advanced/AMES.tar.gz
diff --git a/__generated/advanced/breastcancer.tar.gz b/__generated/advanced/breastcancer.tar.gz
diff --git a/__generated/advanced/ensembles-3.tar.gz b/__generated/advanced/ensembles-3.tar.gz
diff --git a/__generated/advanced/stacking.tar.gz b/__generated/advanced/stacking.tar.gz
diff --git a/__generated/data/categorical.tar.gz b/__generated/data/categorical.tar.gz
diff --git a/__generated/data/dataframe.tar.gz b/__generated/data/dataframe.tar.gz
diff --git a/__generated/data/loading.tar.gz b/__generated/data/loading.tar.gz
diff --git a/__generated/data/processing.tar.gz b/__generated/data/processing.tar.gz
diff --git a/__generated/data/scitype.tar.gz b/__generated/data/scitype.tar.gz
diff --git a/__generated/end-to-end/GLM.tar.gz b/__generated/end-to-end/GLM.tar.gz
diff --git a/__generated/end-to-end/airfoil.tar.gz b/__generated/end-to-end/airfoil.tar.gz
diff --git a/__generated/end-to-end/boston-flux.tar.gz b/__generated/end-to-end/boston-flux.tar.gz
diff --git a/__generated/end-to-end/boston-lgbm.tar.gz b/__generated/end-to-end/boston-lgbm.tar.gz
diff --git a/__generated/end-to-end/crabs-xgb.tar.gz b/__generated/end-to-end/crabs-xgb.tar.gz
diff --git a/__generated/end-to-end/creditfraud.tar.gz b/__generated/end-to-end/creditfraud.tar.gz
diff --git a/__generated/end-to-end/horse.tar.gz b/__generated/end-to-end/horse.tar.gz
diff --git a/__generated/end-to-end/housekingcounty.tar.gz b/__generated/end-to-end/housekingcounty.tar.gz
diff --git a/__generated/end-to-end/powergen.tar.gz b/__generated/end-to-end/powergen.tar.gz
diff --git a/__generated/end-to-end/telco.tar.gz b/__generated/end-to-end/telco.tar.gz
diff --git a/__generated/end-to-end/wine.tar.gz b/__generated/end-to-end/wine.tar.gz
diff --git a/__generated/getting-started/composing-models.tar.gz b/__generated/getting-started/composing-models.tar.gz
diff --git a/__generated/getting-started/ensembles-2.tar.gz b/__generated/getting-started/ensembles-2.tar.gz
diff --git a/__generated/getting-started/ensembles.tar.gz b/__generated/getting-started/ensembles.tar.gz
diff --git a/__generated/getting-started/fit-predict.tar.gz b/__generated/getting-started/fit-predict.tar.gz
diff --git a/__generated/getting-started/model-choice.tar.gz b/__generated/getting-started/model-choice.tar.gz
diff --git a/__generated/getting-started/model-tuning.tar.gz b/__generated/getting-started/model-tuning.tar.gz
diff --git a/__generated/isl/lab-10.tar.gz b/__generated/isl/lab-10.tar.gz
diff --git a/__generated/isl/lab-2.tar.gz b/__generated/isl/lab-2.tar.gz
diff --git a/__generated/isl/lab-3.tar.gz b/__generated/isl/lab-3.tar.gz
diff --git a/__generated/isl/lab-4.tar.gz b/__generated/isl/lab-4.tar.gz
diff --git a/__generated/isl/lab-5.tar.gz b/__generated/isl/lab-5.tar.gz
diff --git a/__generated/isl/lab-6b.tar.gz b/__generated/isl/lab-6b.tar.gz
diff --git a/__generated/isl/lab-8.tar.gz b/__generated/isl/lab-8.tar.gz
diff --git a/__generated/isl/lab-9.tar.gz b/__generated/isl/lab-9.tar.gz
diff --git a/advanced/AMES/index.html b/advanced/AMES/index.html
@@ -460,7 +460,7 @@
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 <div class="page-foot">
   <div class="copyright">
-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
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diff --git a/advanced/breastcancer/index.html b/advanced/breastcancer/index.html
@@ -498,7 +498,7 @@
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/advanced/ensembles-3/index.html b/advanced/ensembles-3/index.html
@@ -367,7 +367,7 @@
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/advanced/stacking/index.html b/advanced/stacking/index.html
@@ -564,7 +564,7 @@ <h4 id="tuning_a_stack"><a href="#tuning_a_stack" class="header-anchor">Tuning a
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
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       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/data/categorical/index.html b/data/categorical/index.html
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/data/dataframe/index.html b/data/dataframe/index.html
@@ -494,7 +494,7 @@
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/data/loading/index.html b/data/loading/index.html
@@ -351,7 +351,7 @@
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/data/processing/index.html b/data/processing/index.html
@@ -389,7 +389,7 @@
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 <div class="page-foot">
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/data/scitype/index.html b/data/scitype/index.html
@@ -365,7 +365,7 @@
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/end-to-end/HouseKingCounty/index.html b/end-to-end/HouseKingCounty/index.html
@@ -434,7 +434,7 @@
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 <div class="page-foot">
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/end-to-end/airfoil/index.html b/end-to-end/airfoil/index.html
@@ -423,7 +423,7 @@
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/end-to-end/boston-flux/index.html b/end-to-end/boston-flux/index.html
@@ -381,7 +381,7 @@
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/end-to-end/boston-lgbm/index.html b/end-to-end/boston-lgbm/index.html
@@ -364,7 +364,7 @@
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 <div class="page-foot">
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/end-to-end/crabs-xgb/index.html b/end-to-end/crabs-xgb/index.html
@@ -412,7 +412,7 @@
 </div>
 <div class="page-foot">
   <div class="copyright">
-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/end-to-end/creditfraud/index.html b/end-to-end/creditfraud/index.html
@@ -590,7 +590,7 @@ <h4 id="tuned_svm"><a href="#tuned_svm" class="header-anchor">Tuned SVM</a></h4>
 </div>
 <div class="page-foot">
   <div class="copyright">
-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/end-to-end/glm/index.html b/end-to-end/glm/index.html
@@ -457,7 +457,7 @@
 </div>
 <div class="page-foot">
   <div class="copyright">
-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/end-to-end/horse/index.html b/end-to-end/horse/index.html
@@ -570,7 +570,7 @@
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 <div class="page-foot">
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/end-to-end/powergen/index.html b/end-to-end/powergen/index.html
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/end-to-end/telco/index.html b/end-to-end/telco/index.html
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/end-to-end/wine/index.html b/end-to-end/wine/index.html
@@ -429,7 +429,7 @@
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/getting-started/choosing-a-model/index.html b/getting-started/choosing-a-model/index.html
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/getting-started/composing-models/index.html b/getting-started/composing-models/index.html
@@ -326,7 +326,7 @@
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/getting-started/ensembles-2/index.html b/getting-started/ensembles-2/index.html
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/getting-started/ensembles/index.html b/getting-started/ensembles/index.html
@@ -363,7 +363,7 @@
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/getting-started/fit-and-predict/index.html b/getting-started/fit-and-predict/index.html
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/getting-started/model-tuning/index.html b/getting-started/model-tuning/index.html
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/index.html b/index.html
@@ -248,7 +248,7 @@ <h2>Machine Learning expert with beginner-level Julia?</h2>
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/info/getting-started/index.html b/info/getting-started/index.html
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/info/how-to-run-code/index.html b/info/how-to-run-code/index.html
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
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diff --git a/info/isl/index.html b/info/isl/index.html
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
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-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
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+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/isl/lab-3/index.html b/isl/lab-3/index.html
@@ -345,7 +345,7 @@
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   <div class="copyright">
-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/isl/lab-4/index.html b/isl/lab-4/index.html
@@ -459,7 +459,7 @@
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 <div class="page-foot">
   <div class="copyright">
-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/isl/lab-5/index.html b/isl/lab-5/index.html
@@ -358,7 +358,7 @@
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 <div class="page-foot">
   <div class="copyright">
-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
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diff --git a/isl/lab-6b/index.html b/isl/lab-6b/index.html
@@ -468,7 +468,7 @@
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 <div class="page-foot">
   <div class="copyright">
-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
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diff --git a/isl/lab-8/index.html b/isl/lab-8/index.html
@@ -349,7 +349,7 @@
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 <div class="page-foot">
   <div class="copyright">
-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/isl/lab-9/index.html b/isl/lab-9/index.html
@@ -283,7 +283,7 @@
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 <div class="page-foot">
   <div class="copyright">
-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
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   </div>
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diff --git a/old-index/index.html b/old-index/index.html
@@ -319,7 +319,7 @@ <h2 id="end_to_end_examples_with_mlj"><a href="#end_to_end_examples_with_mlj" cl
 </div>
 <div class="page-foot">
   <div class="copyright">
-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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diff --git a/search/index.html b/search/index.html
@@ -208,7 +208,7 @@
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 <div class="page-foot">
   <div class="copyright">
-    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 20, 2024. Website built with <a
+    &copy; Thibaut Lienart, Anthony Blaom, Sebastian Vollmer and collaborators. Last modified: June 24, 2024. Website built with <a
       href="https://github.com/tlienart/Franklin.jl">Franklin.jl</a>.
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