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Diffstat (limited to 'docs/source/auto_examples/index.rst')
| -rw-r--r-- | docs/source/auto_examples/index.rst | 140 |
1 files changed, 101 insertions, 39 deletions
diff --git a/docs/source/auto_examples/index.rst b/docs/source/auto_examples/index.rst index 1695300..eb54ca8 100644 --- a/docs/source/auto_examples/index.rst +++ b/docs/source/auto_examples/index.rst @@ -1,9 +1,11 @@ POT Examples ============ +This is a gallery of all the POT example files. + .. raw:: html - <div class="sphx-glr-thumbcontainer" tooltip="@author: rflamary "> + <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of EMD and Sinkhorn transport plans and their visualiz..."> .. only:: html @@ -23,13 +25,13 @@ POT Examples .. raw:: html - <div class="sphx-glr-thumbcontainer" tooltip="@author: rflamary "> + <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_WDA_thumb.png + .. figure:: /auto_examples/images/thumb/sphx_glr_plot_optim_OTreg_thumb.png - :ref:`sphx_glr_auto_examples_plot_WDA.py` + :ref:`sphx_glr_auto_examples_plot_optim_OTreg.py` .. raw:: html @@ -39,17 +41,17 @@ POT Examples .. toctree:: :hidden: - /auto_examples/plot_WDA + /auto_examples/plot_optim_OTreg .. raw:: html - <div class="sphx-glr-thumbcontainer" tooltip=" "> + <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_optim_OTreg_thumb.png + .. figure:: /auto_examples/images/thumb/sphx_glr_plot_gromov_thumb.png - :ref:`sphx_glr_auto_examples_plot_optim_OTreg.py` + :ref:`sphx_glr_auto_examples_plot_gromov.py` .. raw:: html @@ -59,11 +61,11 @@ POT Examples .. toctree:: :hidden: - /auto_examples/plot_optim_OTreg + /auto_examples/plot_gromov .. raw:: html - <div class="sphx-glr-thumbcontainer" tooltip="@author: rflamary "> + <div class="sphx-glr-thumbcontainer" tooltip="Illustration of 2D optimal transport between discributions that are weighted sum of diracs. The..."> .. only:: html @@ -83,7 +85,7 @@ POT Examples .. raw:: html - <div class="sphx-glr-thumbcontainer" tooltip="@author: rflamary "> + <div class="sphx-glr-thumbcontainer" tooltip="Shows how to compute multiple EMD and Sinkhorn with two differnt ground metrics and plot their ..."> .. only:: html @@ -103,13 +105,13 @@ POT Examples .. raw:: html - <div class="sphx-glr-thumbcontainer" tooltip="[6] Ferradans, S., Papadakis, N., Peyre, G., & Aujol, J. F. (2014). Regularized discrete optima..."> + <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_OTDA_color_images_thumb.png + .. figure:: /auto_examples/images/thumb/sphx_glr_plot_WDA_thumb.png - :ref:`sphx_glr_auto_examples_plot_OTDA_color_images.py` + :ref:`sphx_glr_auto_examples_plot_WDA.py` .. raw:: html @@ -119,17 +121,17 @@ POT Examples .. toctree:: :hidden: - /auto_examples/plot_OTDA_color_images + /auto_examples/plot_WDA .. raw:: html - <div class="sphx-glr-thumbcontainer" tooltip=""> + <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_classes_thumb.png + .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_color_images_thumb.png - :ref:`sphx_glr_auto_examples_plot_OTDA_classes.py` + :ref:`sphx_glr_auto_examples_plot_otda_color_images.py` .. raw:: html @@ -139,17 +141,17 @@ POT Examples .. toctree:: :hidden: - /auto_examples/plot_OTDA_classes + /auto_examples/plot_otda_color_images .. raw:: html - <div class="sphx-glr-thumbcontainer" tooltip=""> + <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_OTDA_2D_thumb.png + .. figure:: /auto_examples/images/thumb/sphx_glr_plot_barycenter_1D_thumb.png - :ref:`sphx_glr_auto_examples_plot_OTDA_2D.py` + :ref:`sphx_glr_auto_examples_plot_barycenter_1D.py` .. raw:: html @@ -159,17 +161,17 @@ POT Examples .. toctree:: :hidden: - /auto_examples/plot_OTDA_2D + /auto_examples/plot_barycenter_1D .. raw:: html - <div class="sphx-glr-thumbcontainer" tooltip="Stole the figure idea from Fig. 1 and 2 in https://arxiv.org/pdf/1706.07650.pdf"> + <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_OT_L1_vs_L2_thumb.png + .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_mapping_colors_images_thumb.png - :ref:`sphx_glr_auto_examples_plot_OT_L1_vs_L2.py` + :ref:`sphx_glr_auto_examples_plot_otda_mapping_colors_images.py` .. raw:: html @@ -179,17 +181,17 @@ POT Examples .. toctree:: :hidden: - /auto_examples/plot_OT_L1_vs_L2 + /auto_examples/plot_otda_mapping_colors_images .. raw:: html - <div class="sphx-glr-thumbcontainer" tooltip=" @author: rflamary "> + <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_barycenter_1D_thumb.png + .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_mapping_thumb.png - :ref:`sphx_glr_auto_examples_plot_barycenter_1D.py` + :ref:`sphx_glr_auto_examples_plot_otda_mapping.py` .. raw:: html @@ -199,17 +201,17 @@ POT Examples .. toctree:: :hidden: - /auto_examples/plot_barycenter_1D + /auto_examples/plot_otda_mapping .. raw:: html - <div class="sphx-glr-thumbcontainer" tooltip="[6] Ferradans, S., Papadakis, N., Peyre, G., & Aujol, J. F. (2014). Regularized discrete op..."> + <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_mapping_color_images_thumb.png + .. figure:: /auto_examples/images/thumb/sphx_glr_plot_otda_semi_supervised_thumb.png - :ref:`sphx_glr_auto_examples_plot_OTDA_mapping_color_images.py` + :ref:`sphx_glr_auto_examples_plot_otda_semi_supervised.py` .. raw:: html @@ -219,17 +221,77 @@ POT Examples .. toctree:: :hidden: - /auto_examples/plot_OTDA_mapping_color_images + /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="[8] M. Perrot, N. Courty, R. Flamary, A. Habrard, "Mapping estimation for discrete optimal ..."> + <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_OTDA_mapping_thumb.png + .. figure:: /auto_examples/images/thumb/sphx_glr_plot_gromov_barycenter_thumb.png - :ref:`sphx_glr_auto_examples_plot_OTDA_mapping.py` + :ref:`sphx_glr_auto_examples_plot_gromov_barycenter.py` .. raw:: html @@ -239,7 +301,7 @@ POT Examples .. toctree:: :hidden: - /auto_examples/plot_OTDA_mapping + /auto_examples/plot_gromov_barycenter .. raw:: html <div style='clear:both'></div> |