.. _sphx_glr_auto_examples_gromov:



Gromov and Fused-Gromov-Wasserstein
-----------------------------------


.. raw:: html

    <div class="sphx-glr-thumbnails">


.. raw:: html

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

.. only:: html

  .. image:: /auto_examples/gromov/images/thumb/sphx_glr_plot_gromov_thumb.png
    :alt: Gromov-Wasserstein example

  :ref:`sphx_glr_auto_examples_gromov_plot_gromov.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Gromov-Wasserstein example</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /auto_examples/gromov/images/thumb/sphx_glr_plot_fgw_thumb.png
    :alt: Plot Fused-gromov-Wasserstein

  :ref:`sphx_glr_auto_examples_gromov_plot_fgw.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot Fused-gromov-Wasserstein</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation barycenter of labeled graphs using FGW [18].">

.. only:: html

  .. image:: /auto_examples/gromov/images/thumb/sphx_glr_plot_barycenter_fgw_thumb.png
    :alt: Plot graphs barycenter using FGW

  :ref:`sphx_glr_auto_examples_gromov_plot_barycenter_fgw.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot graphs barycenter using FGW</div>
    </div>


.. 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

  .. image:: /auto_examples/gromov/images/thumb/sphx_glr_plot_gromov_barycenter_thumb.png
    :alt: Gromov-Wasserstein Barycenter example

  :ref:`sphx_glr_auto_examples_gromov_plot_gromov_barycenter.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Gromov-Wasserstein Barycenter example</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this exemple, we illustrate how to learn a Gromov-Wasserstein dictionary on a dataset of str...">

.. only:: html

  .. image:: /auto_examples/gromov/images/thumb/sphx_glr_plot_gromov_wasserstein_dictionary_learning_thumb.png
    :alt: (Fused) Gromov-Wasserstein Linear Dictionary Learning

  :ref:`sphx_glr_auto_examples_gromov_plot_gromov_wasserstein_dictionary_learning.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">(Fused) Gromov-Wasserstein Linear Dictionary Learning</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/gromov/plot_gromov
   /auto_examples/gromov/plot_fgw
   /auto_examples/gromov/plot_barycenter_fgw
   /auto_examples/gromov/plot_gromov_barycenter
   /auto_examples/gromov/plot_gromov_wasserstein_dictionary_learning