add doc for gallery

1 files changed, 204 insertions, 0 deletions

diff --git a/docs/source/auto_examples/index.rst b/docs/source/auto_examples/index.rst
new file mode 100644
index 0000000..6fac8c0
--- /dev/null
+++ b/docs/source/auto_examples/index.rst
@@ -0,0 +1,204 @@
+POT Examples
+============
+
+.. raw:: html
+
+    <div class="sphx-glr-thumbcontainer" tooltip="@author: rflamary ">
+
+.. only:: html
+
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_OT_1D_thumb.png
+
+        :ref:`sphx_glr_auto_examples_plot_OT_1D.py`
+
+.. raw:: html
+
+    </div>
+
+
+.. toctree::
+   :hidden:
+
+   /auto_examples/plot_OT_1D
+
+.. raw:: html
+
+    <div class="sphx-glr-thumbcontainer" tooltip=" ">
+
+.. only:: html
+
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_optim_OTreg_thumb.png
+
+        :ref:`sphx_glr_auto_examples_plot_optim_OTreg.py`
+
+.. raw:: html
+
+    </div>
+
+
+.. toctree::
+   :hidden:
+
+   /auto_examples/plot_optim_OTreg
+
+.. raw:: html
+
+    <div class="sphx-glr-thumbcontainer" tooltip="@author: rflamary ">
+
+.. only:: html
+
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_OT_2D_samples_thumb.png
+
+        :ref:`sphx_glr_auto_examples_plot_OT_2D_samples.py`
+
+.. raw:: html
+
+    </div>
+
+
+.. toctree::
+   :hidden:
+
+   /auto_examples/plot_OT_2D_samples
+
+.. raw:: html
+
+    <div class="sphx-glr-thumbcontainer" tooltip="[6] Ferradans, S., Papadakis, N., Peyre, G., & Aujol, J. F. (2014). Regularized discrete optima...">
+
+.. only:: html
+
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_OTDA_color_images_thumb.png
+
+        :ref:`sphx_glr_auto_examples_plot_OTDA_color_images.py`
+
+.. raw:: html
+
+    </div>
+
+
+.. toctree::
+   :hidden:
+
+   /auto_examples/plot_OTDA_color_images
+
+.. raw:: html
+
+    <div class="sphx-glr-thumbcontainer" tooltip="">
+
+.. only:: html
+
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_OTDA_classes_thumb.png
+
+        :ref:`sphx_glr_auto_examples_plot_OTDA_classes.py`
+
+.. raw:: html
+
+    </div>
+
+
+.. toctree::
+   :hidden:
+
+   /auto_examples/plot_OTDA_classes
+
+.. raw:: html
+
+    <div class="sphx-glr-thumbcontainer" tooltip="">
+
+.. only:: html
+
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_OTDA_2D_thumb.png
+
+        :ref:`sphx_glr_auto_examples_plot_OTDA_2D.py`
+
+.. raw:: html
+
+    </div>
+
+
+.. toctree::
+   :hidden:
+
+   /auto_examples/plot_OTDA_2D
+
+.. raw:: html
+
+    <div class="sphx-glr-thumbcontainer" tooltip=" @author: rflamary ">
+
+.. only:: html
+
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_barycenter_1D_thumb.png
+
+        :ref:`sphx_glr_auto_examples_plot_barycenter_1D.py`
+
+.. raw:: html
+
+    </div>
+
+
+.. toctree::
+   :hidden:
+
+   /auto_examples/plot_barycenter_1D
+
+.. raw:: html
+
+    <div class="sphx-glr-thumbcontainer" tooltip="[6] Ferradans, S., Papadakis, N., Peyre, G., & Aujol, J. F. (2014). Regularized     discrete op...">
+
+.. only:: html
+
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_OTDA_mapping_color_images_thumb.png
+
+        :ref:`sphx_glr_auto_examples_plot_OTDA_mapping_color_images.py`
+
+.. raw:: html
+
+    </div>
+
+
+.. toctree::
+   :hidden:
+
+   /auto_examples/plot_OTDA_mapping_color_images
+
+.. raw:: html
+
+    <div class="sphx-glr-thumbcontainer" tooltip="[8] M. Perrot, N. Courty, R. Flamary, A. Habrard, "Mapping estimation for     discrete optimal ...">
+
+.. only:: html
+
+    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_OTDA_mapping_thumb.png
+
+        :ref:`sphx_glr_auto_examples_plot_OTDA_mapping.py`
+
+.. raw:: html
+
+    </div>
+
+
+.. toctree::
+   :hidden:
+
+   /auto_examples/plot_OTDA_mapping
+.. raw:: html
+
+    <div style='clear:both'></div>
+
+
+
+.. 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>`
+
+
+
+  .. container:: sphx-glr-download
+
+    :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip </auto_examples/auto_examples_jupyter.zip>`
+
+.. rst-class:: sphx-glr-signature
+
+    `Generated by Sphinx-Gallery <http://sphinx-gallery.readthedocs.io>`_