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authorRémi Flamary <remi.flamary@gmail.com>2017-09-15 13:57:01 +0200
committerRémi Flamary <remi.flamary@gmail.com>2017-09-15 13:57:01 +0200
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+POT Examples
+============
+
+This is a gallery of all the POT example files.
+
+.. raw:: html
+
+ <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of EMD and Sinkhorn transport plans and their visualiz...">
+
+.. 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="Illustrates the use of the generic solver for regularized OT with user-designed regularization ...">
+
+.. 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="This example is designed to show how to use the Gromov-Wassertsein distance computation in POT....">
+
+.. only:: html
+
+ .. figure:: /auto_examples/images/thumb/sphx_glr_plot_gromov_thumb.png
+
+ :ref:`sphx_glr_auto_examples_plot_gromov.py`
+
+.. raw:: html
+
+ </div>
+
+
+.. toctree::
+ :hidden:
+
+ /auto_examples/plot_gromov
+
+.. raw:: html
+
+ <div class="sphx-glr-thumbcontainer" tooltip="Illustration of 2D optimal transport between discributions that are weighted sum of diracs. The...">
+
+.. 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="Shows how to compute multiple EMD and Sinkhorn with two differnt ground metrics and plot their ...">
+
+.. only:: html
+
+ .. figure:: /auto_examples/images/thumb/sphx_glr_plot_compute_emd_thumb.png
+
+ :ref:`sphx_glr_auto_examples_plot_compute_emd.py`
+
+.. raw:: html
+
+ </div>
+
+
+.. toctree::
+ :hidden:
+
+ /auto_examples/plot_compute_emd
+
+.. raw:: html
+
+ <div class="sphx-glr-thumbcontainer" tooltip="This example illustrate the use of WDA as proposed in [11].">
+
+.. only:: html
+
+ .. figure:: /auto_examples/images/thumb/sphx_glr_plot_WDA_thumb.png
+
+ :ref:`sphx_glr_auto_examples_plot_WDA.py`
+
+.. raw:: html
+
+ </div>
+
+
+.. toctree::
+ :hidden:
+
+ /auto_examples/plot_WDA
+
+.. raw:: html
+
+ <div class="sphx-glr-thumbcontainer" tooltip="This example presents a way of transferring colors between two image with Optimal Transport as ...">
+
+.. 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="This example illustrates the computation of regularized Wassersyein Barycenter as proposed in [...">
+
+.. 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="OT for domain adaptation with image color adaptation [6] with mapping estimation [8].">
+
+.. only:: html
+
+ .. 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`
+
+.. raw:: html
+
+ </div>
+
+
+.. toctree::
+ :hidden:
+
+ /auto_examples/plot_otda_mapping_colors_images
+
+.. raw:: html
+
+ <div class="sphx-glr-thumbcontainer" tooltip="This example presents how to use MappingTransport to estimate at the same time both the couplin...">
+
+.. 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 class="sphx-glr-thumbcontainer" tooltip="This example introduces a semi supervised domain adaptation in a 2D setting. It explicits the p...">
+
+.. only:: html
+
+ .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_semi_supervised_thumb.png
+
+ :ref:`sphx_glr_auto_examples_plot_otda_semi_supervised.py`
+
+.. raw:: html
+
+ </div>
+
+
+.. toctree::
+ :hidden:
+
+ /auto_examples/plot_otda_semi_supervised
+
+.. raw:: html
+
+ <div class="sphx-glr-thumbcontainer" tooltip="This example introduces a domain adaptation in a 2D setting and the 4 OTDA approaches currently...">
+
+.. 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="This example introduces a domain adaptation in a 2D setting. It explicits the problem of domain...">
+
+.. only:: html
+
+ .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_d2_thumb.png
+
+ :ref:`sphx_glr_auto_examples_plot_otda_d2.py`
+
+.. raw:: html
+
+ </div>
+
+
+.. toctree::
+ :hidden:
+
+ /auto_examples/plot_otda_d2
+
+.. raw:: html
+
+ <div class="sphx-glr-thumbcontainer" tooltip="2D OT on empirical distributio with different gound metric.">
+
+.. only:: html
+
+ .. 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`
+
+.. raw:: html
+
+ </div>
+
+
+.. toctree::
+ :hidden:
+
+ /auto_examples/plot_OT_L1_vs_L2
+
+.. 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
+
+ .. figure:: /auto_examples/images/thumb/sphx_glr_plot_gromov_barycenter_thumb.png
+
+ :ref:`sphx_glr_auto_examples_plot_gromov_barycenter.py`
+
+.. raw:: html
+
+ </div>
+
+
+.. toctree::
+ :hidden:
+
+ /auto_examples/plot_gromov_barycenter
+.. 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>`_