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POT Examples
============

This is a gallery of all the POT example files.



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    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of EMD and Sinkhorn transport plans and their visualiz...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_OT_1D_thumb.png

        :ref:`sphx_glr_auto_examples_plot_OT_1D.py`

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    </div>


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   /auto_examples/plot_OT_1D

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    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of Unbalanced Optimal transport using a Kullback-Leibl...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_UOT_1D_thumb.png

        :ref:`sphx_glr_auto_examples_plot_UOT_1D.py`

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    </div>


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   /auto_examples/plot_UOT_1D

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    <div class="sphx-glr-thumbcontainer" tooltip="Illustrates the use of the generic solver for regularized OT with user-designed regularization ...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_optim_OTreg_thumb.png

        :ref:`sphx_glr_auto_examples_plot_optim_OTreg.py`

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    </div>


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   /auto_examples/plot_optim_OTreg

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    <div class="sphx-glr-thumbcontainer" tooltip="Illustration of 2D Wasserstein barycenters if discributions that are weighted sum of diracs.">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_free_support_barycenter_thumb.png

        :ref:`sphx_glr_auto_examples_plot_free_support_barycenter.py`

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    </div>


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   :hidden:

   /auto_examples/plot_free_support_barycenter

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    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of EMD, Sinkhorn and smooth OT plans and their visuali...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_OT_1D_smooth_thumb.png

        :ref:`sphx_glr_auto_examples_plot_OT_1D_smooth.py`

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    </div>


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   /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....">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_gromov_thumb.png

        :ref:`sphx_glr_auto_examples_plot_gromov.py`

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    </div>


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   /auto_examples/plot_gromov

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    <div class="sphx-glr-thumbcontainer" tooltip="Shows how to compute multiple EMD and Sinkhorn with two differnt ground metrics and plot their ...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_compute_emd_thumb.png

        :ref:`sphx_glr_auto_examples_plot_compute_emd.py`

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    </div>


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   :hidden:

   /auto_examples/plot_compute_emd

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    <div class="sphx-glr-thumbcontainer" tooltip="This example is designed to illustrate how the Convolutional Wasserstein Barycenter function of...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_convolutional_barycenter_thumb.png

        :ref:`sphx_glr_auto_examples_plot_convolutional_barycenter.py`

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    </div>


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   /auto_examples/plot_convolutional_barycenter

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    <div class="sphx-glr-thumbcontainer" tooltip=" ">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_linear_mapping_thumb.png

        :ref:`sphx_glr_auto_examples_plot_otda_linear_mapping.py`

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    </div>


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   /auto_examples/plot_otda_linear_mapping

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    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrate the use of WDA as proposed in [11].">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_WDA_thumb.png

        :ref:`sphx_glr_auto_examples_plot_WDA.py`

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    </div>


.. toctree::
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   /auto_examples/plot_WDA

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    <div class="sphx-glr-thumbcontainer" tooltip="Illustration of 2D optimal transport between discributions that are weighted sum of diracs. The...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_OT_2D_samples_thumb.png

        :ref:`sphx_glr_auto_examples_plot_OT_2D_samples.py`

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    </div>


.. toctree::
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   /auto_examples/plot_OT_2D_samples

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    <div class="sphx-glr-thumbcontainer" tooltip="This example is designed to show how to use the stochatic optimization algorithms for descrete ...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_stochastic_thumb.png

        :ref:`sphx_glr_auto_examples_plot_stochastic.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_stochastic

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    <div class="sphx-glr-thumbcontainer" tooltip="This example presents a way of transferring colors between two images with Optimal Transport as...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_color_images_thumb.png

        :ref:`sphx_glr_auto_examples_plot_otda_color_images.py`

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    </div>


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   :hidden:

   /auto_examples/plot_otda_color_images

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of regularized Wassersyein Barycenter as proposed in [...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_barycenter_1D_thumb.png

        :ref:`sphx_glr_auto_examples_plot_barycenter_1D.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_barycenter_1D

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    <div class="sphx-glr-thumbcontainer" tooltip="OT for domain adaptation with image color adaptation [6] with mapping estimation [8].">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_mapping_colors_images_thumb.png

        :ref:`sphx_glr_auto_examples_plot_otda_mapping_colors_images.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_otda_mapping_colors_images

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of regularized Wassersyein Barycenter as proposed in [...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_UOT_barycenter_1D_thumb.png

        :ref:`sphx_glr_auto_examples_plot_UOT_barycenter_1D.py`

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    </div>


.. toctree::
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   /auto_examples/plot_UOT_barycenter_1D

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    <div class="sphx-glr-thumbcontainer" tooltip="This example presents how to use MappingTransport to estimate at the same time both the couplin...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_mapping_thumb.png

        :ref:`sphx_glr_auto_examples_plot_otda_mapping.py`

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    </div>


.. toctree::
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   /auto_examples/plot_otda_mapping

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    <div class="sphx-glr-thumbcontainer" tooltip="This example introduces a semi supervised domain adaptation in a 2D setting. It explicits the p...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_semi_supervised_thumb.png

        :ref:`sphx_glr_auto_examples_plot_otda_semi_supervised.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_otda_semi_supervised

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    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of FGW for 1D measures[18].">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_fgw_thumb.png

        :ref:`sphx_glr_auto_examples_plot_fgw.py`

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    </div>


.. toctree::
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   /auto_examples/plot_fgw

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    <div class="sphx-glr-thumbcontainer" tooltip="This example introduces a domain adaptation in a 2D setting and the 4 OTDA approaches currently...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_classes_thumb.png

        :ref:`sphx_glr_auto_examples_plot_otda_classes.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_otda_classes

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example introduces a domain adaptation in a 2D setting. It explicits the problem of domain...">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_d2_thumb.png

        :ref:`sphx_glr_auto_examples_plot_otda_d2.py`

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    </div>


.. toctree::
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   /auto_examples/plot_otda_d2

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    <div class="sphx-glr-thumbcontainer" tooltip="2D OT on empirical distributio  with different gound metric.">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_OT_L1_vs_L2_thumb.png

        :ref:`sphx_glr_auto_examples_plot_OT_L1_vs_L2.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_OT_L1_vs_L2

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of regularized Wasserstein Barycenter as proposed in [...">

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    .. 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`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_barycenter_lp_vs_entropic

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation barycenter of labeled graphs using FGW">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_barycenter_fgw_thumb.png

        :ref:`sphx_glr_auto_examples_plot_barycenter_fgw.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_barycenter_fgw

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example is designed to show how to use the Gromov-Wasserstein distance computation in POT....">

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    .. figure:: /auto_examples/images/thumb/sphx_glr_plot_gromov_barycenter_thumb.png

        :ref:`sphx_glr_auto_examples_plot_gromov_barycenter.py`

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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_gromov_barycenter
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    <div style='clear:both'></div>



.. only :: html

 .. container:: sphx-glr-footer


  .. container:: sphx-glr-download

    :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 <//home/rflamary/PYTHON/POT/docs/source/auto_examples/auto_examples_jupyter.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.readthedocs.io>`_