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-rw-r--r--docs/source/auto_examples/index.rst40
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diff --git a/docs/source/auto_examples/index.rst b/docs/source/auto_examples/index.rst
index 9d7c0f0..5bd2ce2 100644
--- a/docs/source/auto_examples/index.rst
+++ b/docs/source/auto_examples/index.rst
@@ -109,6 +109,26 @@ This is a gallery of all the POT example files.
.. raw:: html
+ <div class="sphx-glr-thumbcontainer" tooltip="@author: rflamary ">
+
+.. only:: html
+
+ .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_linear_mapping_thumb.png
+
+ :ref:`sphx_glr_auto_examples_plot_otda_linear_mapping.py`
+
+.. raw:: html
+
+ </div>
+
+
+.. toctree::
+ :hidden:
+
+ /auto_examples/plot_otda_linear_mapping
+
+.. raw:: html
+
<div class="sphx-glr-thumbcontainer" tooltip="This example illustrate the use of WDA as proposed in [11].">
.. only:: html
@@ -289,6 +309,26 @@ 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 Wasserstein Barycenter as proposed in [...">
+
+.. only:: html
+
+ .. figure:: /auto_examples/images/thumb/sphx_glr_plot_barycenter_lp_vs_entropic_thumb.png
+
+ :ref:`sphx_glr_auto_examples_plot_barycenter_lp_vs_entropic.py`
+
+.. raw:: html
+
+ </div>
+
+
+.. toctree::
+ :hidden:
+
+ /auto_examples/plot_barycenter_lp_vs_entropic
+
+.. raw:: html
+
<div class="sphx-glr-thumbcontainer" tooltip="This example is designed to show how to use the Gromov-Wasserstein distance computation in POT....">
.. only:: html