update notebooks

1 files changed, 38 insertions, 29 deletions

diff --git a/docs/source/auto_examples/index.rst b/docs/source/auto_examples/index.rst
index eb54ca8..227c40c 100644
--- a/docs/source/auto_examples/index.rst
+++ b/docs/source/auto_examples/index.rst
@@ -1,8 +1,12 @@
+:orphan:
+
 POT Examples
 ============
 
 This is a gallery of all the POT example files.
 
+
+
 .. raw:: html
 
     <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of EMD and Sinkhorn transport plans and their visualiz...">
@@ -45,13 +49,13 @@ This is a gallery of all the POT example files.
 
 .. raw:: html
 
-    <div class="sphx-glr-thumbcontainer" tooltip="This example is designed to show how to use the Gromov-Wassertsein distance computation in POT....">
+    <div class="sphx-glr-thumbcontainer" tooltip="Illustration of 2D optimal transport between discributions that are weighted sum of diracs. The...">
 
 .. only:: html
 
-    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_gromov_thumb.png
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_OT_2D_samples_thumb.png
 
-        :ref:`sphx_glr_auto_examples_plot_gromov.py`
+        :ref:`sphx_glr_auto_examples_plot_OT_2D_samples.py`
 
 .. raw:: html
 
@@ -61,17 +65,17 @@ This is a gallery of all the POT example files.
 .. toctree::
    :hidden:
 
-   /auto_examples/plot_gromov
+   /auto_examples/plot_OT_2D_samples
 
 .. raw:: html
 
-    <div class="sphx-glr-thumbcontainer" tooltip="Illustration of 2D optimal transport between discributions that are weighted sum of diracs. The...">
+    <div class="sphx-glr-thumbcontainer" tooltip="Shows how to compute multiple EMD and Sinkhorn with two differnt ground metrics and plot their ...">
 
 .. only:: html
 
-    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_OT_2D_samples_thumb.png
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_compute_emd_thumb.png
 
-        :ref:`sphx_glr_auto_examples_plot_OT_2D_samples.py`
+        :ref:`sphx_glr_auto_examples_plot_compute_emd.py`
 
 .. raw:: html
 
@@ -81,17 +85,17 @@ This is a gallery of all the POT example files.
 .. toctree::
    :hidden:
 
-   /auto_examples/plot_OT_2D_samples
+   /auto_examples/plot_compute_emd
 
 .. raw:: html
 
-    <div class="sphx-glr-thumbcontainer" tooltip="Shows how to compute multiple EMD and Sinkhorn with two differnt ground metrics and plot their ...">
+    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrate the use of WDA as proposed in [11].">
 
 .. only:: html
 
-    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_compute_emd_thumb.png
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_WDA_thumb.png
 
-        :ref:`sphx_glr_auto_examples_plot_compute_emd.py`
+        :ref:`sphx_glr_auto_examples_plot_WDA.py`
 
 .. raw:: html
 
@@ -101,17 +105,17 @@ This is a gallery of all the POT example files.
 .. toctree::
    :hidden:
 
-   /auto_examples/plot_compute_emd
+   /auto_examples/plot_WDA
 
 .. raw:: html
 
-    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrate the use of WDA as proposed in [11].">
+    <div class="sphx-glr-thumbcontainer" tooltip="This example is designed to show how to use the Gromov-Wassertsein distance computation in POT....">
 
 .. only:: html
 
-    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_WDA_thumb.png
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_gromov_thumb.png
 
-        :ref:`sphx_glr_auto_examples_plot_WDA.py`
+        :ref:`sphx_glr_auto_examples_plot_gromov.py`
 
 .. raw:: html
 
@@ -121,7 +125,7 @@ This is a gallery of all the POT example files.
 .. toctree::
    :hidden:
 
-   /auto_examples/plot_WDA
+   /auto_examples/plot_gromov
 
 .. raw:: html
 
@@ -145,13 +149,13 @@ This is a gallery of all the POT example files.
 
 .. raw:: html
 
-    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of regularized Wassersyein Barycenter as proposed in [...">
+    <div class="sphx-glr-thumbcontainer" tooltip="OT for domain adaptation with image color adaptation [6] with mapping estimation [8].">
 
 .. only:: html
 
-    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_barycenter_1D_thumb.png
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_mapping_colors_images_thumb.png
 
-        :ref:`sphx_glr_auto_examples_plot_barycenter_1D.py`
+        :ref:`sphx_glr_auto_examples_plot_otda_mapping_colors_images.py`
 
 .. raw:: html
 
@@ -161,17 +165,17 @@ This is a gallery of all the POT example files.
 .. toctree::
    :hidden:
 
-   /auto_examples/plot_barycenter_1D
+   /auto_examples/plot_otda_mapping_colors_images
 
 .. raw:: html
 
-    <div class="sphx-glr-thumbcontainer" tooltip="OT for domain adaptation with image color adaptation [6] with mapping estimation [8].">
+    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of regularized Wassersyein Barycenter as proposed in [...">
 
 .. only:: html
 
-    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_mapping_colors_images_thumb.png
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_barycenter_1D_thumb.png
 
-        :ref:`sphx_glr_auto_examples_plot_otda_mapping_colors_images.py`
+        :ref:`sphx_glr_auto_examples_plot_barycenter_1D.py`
 
 .. raw:: html
 
@@ -181,7 +185,7 @@ This is a gallery of all the POT example files.
 .. toctree::
    :hidden:
 
-   /auto_examples/plot_otda_mapping_colors_images
+   /auto_examples/plot_barycenter_1D
 
 .. raw:: html
 
@@ -308,19 +312,24 @@ This is a gallery of all the POT example files.
 
 
 
-.. container:: sphx-glr-footer
+.. only :: html
+
+ .. container:: sphx-glr-footer
 
 
   .. container:: sphx-glr-download
 
-    :download:`Download all examples in Python source code: auto_examples_python.zip </auto_examples/auto_examples_python.zip>`
+    :download:`Download all examples in Python source code: auto_examples_python.zip <//home/rflamary/PYTHON/POT/docs/source/auto_examples/auto_examples_python.zip>`
 
 
 
   .. container:: sphx-glr-download
 
-    :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip </auto_examples/auto_examples_jupyter.zip>`
+    :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip <//home/rflamary/PYTHON/POT/docs/source/auto_examples/auto_examples_jupyter.zip>`
+
+
+.. only:: html
 
-.. rst-class:: sphx-glr-signature
+ .. rst-class:: sphx-glr-signature
 
-    `Generated by Sphinx-Gallery <http://sphinx-gallery.readthedocs.io>`_
+    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.readthedocs.io>`_