diff --git a/docs/index.html b/docs/index.html
index c59595c..5f0f0c2 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -57,16 +57,16 @@
   </a>
   <ul class="dropdown-menu" role="menu">
 <li>
-      <a href="https://github.com/LamineTourelab/Tutorial/docs/machinelearning/Autoencoder.html">Basic autoencoder: training</a>
+      <a href="machinelearning/Autoencoder.html">Basic autoencoder: training</a>
     </li>
     <li>
-      <a href="https://github.com/LamineTourelab/Tutorial/docs/machinelearning/DecisionTrees_using_iris_dataset.html">Basic of Decison Trees : Iris data pruning etc</a>
+      <a href="machinelearning/DecisionTrees_using_iris_dataset.html">Basic of Decison Trees : Iris data pruning etc</a>
     </li>
     <li>
-      <a href="https://github.com/LamineTourelab/Tutorial/docs/machinelearning/Autoencoder.ipynb">Detection of gene set spatial patterns</a>
+      <a href="machinelearning/Autoencoder.ipynb">Detection of gene set spatial patterns</a>
     </li>
     <li>
-      <a href="https://github.com/LamineTourelab/Tutorial/docs/machinelearning/DecisionTrees_using_iris_dataset.html">  testing</a>
+      <a href="machinelearning/DecisionTrees_using_iris_dataset.html">  testing</a>
     </li>
   </ul>
 </li>