diff --git a/docs/machine learning/index.html b/docs/machine learning/index.html
index a94d340..a822678 100644
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+++ b/docs/machine learning/index.html	
@@ -32,16 +32,16 @@
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   <ul class="dropdown-menu" role="menu"><li>
-      <a href="../machine learning/Autoencoder.html">Basic autoencoder: training</a>
+      <a href="./machine learning/Autoencoder.html">Basic autoencoder: training</a>
     </li>
     <li>
-      <a href="../machine learning/DecisionTrees_using_iris_dataset.html">Basic of Decison Trees : Iris data pruning etc</a>
+      <a href="./machine learning/DecisionTrees_using_iris_dataset.html">Basic of Decison Trees : Iris data pruning etc</a>
     </li>
     <li>
-      <a href="../machine learning/Autoencoder.ipynb">Detection of gene set spatial patterns</a>
+      <a href="./machine learning/Autoencoder.ipynb">Detection of gene set spatial patterns</a>
     </li>
     <li>
-      <a href="../machine learning/DecisionTrees_using_iris_dataset.html">  testing</a>
+      <a href="./machine learning/DecisionTrees_using_iris_dataset.html">  testing</a>
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   </ul></li>
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