From f12153c0c1be6f6377ace0050201409ec1b7e829 Mon Sep 17 00:00:00 2001
From: Rémi Flamary <remi.flamary@gmail.com>
Date: Wed, 29 Aug 2018 14:10:04 +0200
Subject: update documentation examples

---
 docs/source/auto_examples/index.rst | 60 +++++++++++++++++++++++++++++++++++++
 1 file changed, 60 insertions(+)

(limited to 'docs/source/auto_examples/index.rst')

diff --git a/docs/source/auto_examples/index.rst b/docs/source/auto_examples/index.rst
index 69fb320..77a46aa 100644
--- a/docs/source/auto_examples/index.rst
+++ b/docs/source/auto_examples/index.rst
@@ -47,6 +47,46 @@ This is a gallery of all the POT example files.
 
    /auto_examples/plot_optim_OTreg
 
+.. raw:: html
+
+    <div class="sphx-glr-thumbcontainer" tooltip="Illustration of 2D Wasserstein barycenters if discributions that are weighted sum of diracs.">
+
+.. only:: html
+
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_free_support_barycenter_thumb.png
+
+        :ref:`sphx_glr_auto_examples_plot_free_support_barycenter.py`
+
+.. raw:: html
+
+    </div>
+
+
+.. toctree::
+   :hidden:
+
+   /auto_examples/plot_free_support_barycenter
+
+.. raw:: html
+
+    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of EMD, Sinkhorn and smooth OT plans and their visuali...">
+
+.. only:: html
+
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_OT_1D_smooth_thumb.png
+
+        :ref:`sphx_glr_auto_examples_plot_OT_1D_smooth.py`
+
+.. raw:: html
+
+    </div>
+
+
+.. toctree::
+   :hidden:
+
+   /auto_examples/plot_OT_1D_smooth
+
 .. raw:: html
 
     <div class="sphx-glr-thumbcontainer" tooltip="This example is designed to show how to use the Gromov-Wassertsein distance computation in POT....">
@@ -147,6 +187,26 @@ This is a gallery of all the POT example files.
 
    /auto_examples/plot_WDA
 
+.. raw:: html
+
+    <div class="sphx-glr-thumbcontainer" tooltip="This example is designed to show how to use the stochatic optimization algorithms for descrete ...">
+
+.. only:: html
+
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_stochastic_thumb.png
+
+        :ref:`sphx_glr_auto_examples_plot_stochastic.py`
+
+.. raw:: html
+
+    </div>
+
+
+.. toctree::
+   :hidden:
+
+   /auto_examples/plot_stochastic
+
 .. raw:: html
 
     <div class="sphx-glr-thumbcontainer" tooltip="This example presents a way of transferring colors between two image with Optimal Transport as ...">
-- 
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