diff options
Diffstat (limited to 'docs/source/auto_examples/plot_otda_classes.rst')
-rw-r--r-- | docs/source/auto_examples/plot_otda_classes.rst | 114 |
1 files changed, 69 insertions, 45 deletions
diff --git a/docs/source/auto_examples/plot_otda_classes.rst b/docs/source/auto_examples/plot_otda_classes.rst index 19756ff..9cf31ee 100644 --- a/docs/source/auto_examples/plot_otda_classes.rst +++ b/docs/source/auto_examples/plot_otda_classes.rst @@ -1,6 +1,12 @@ +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + Click :ref:`here <sphx_glr_download_auto_examples_plot_otda_classes.py>` to download the full example code + .. rst-class:: sphx-glr-example-title -.. _sphx_glr_auto_examples_plot_otda_classes.py: + .. _sphx_glr_auto_examples_plot_otda_classes.py: ======================== @@ -12,8 +18,7 @@ approaches currently supported in POT. - -.. code-block:: python +.. code-block:: default # Authors: Remi Flamary <remi.flamary@unice.fr> @@ -35,8 +40,7 @@ Generate data ------------- - -.. code-block:: python +.. code-block:: default n_source_samples = 150 @@ -52,12 +56,12 @@ Generate data + Instantiate the different transport algorithms and fit them ----------------------------------------------------------- - -.. code-block:: python +.. code-block:: default # EMD Transport @@ -90,41 +94,44 @@ Instantiate the different transport algorithms and fit them .. rst-class:: sphx-glr-script-out - Out:: - - It. |Loss |Delta loss - -------------------------------- - 0|9.566309e+00|0.000000e+00 - 1|2.169680e+00|-3.409088e+00 - 2|1.914989e+00|-1.329986e-01 - 3|1.860251e+00|-2.942498e-02 - 4|1.838073e+00|-1.206621e-02 - 5|1.827064e+00|-6.025122e-03 - 6|1.820899e+00|-3.386082e-03 - 7|1.817290e+00|-1.985705e-03 - 8|1.814644e+00|-1.458223e-03 - 9|1.812661e+00|-1.093816e-03 - 10|1.810239e+00|-1.338121e-03 - 11|1.809100e+00|-6.296940e-04 - 12|1.807939e+00|-6.420646e-04 - 13|1.806965e+00|-5.389118e-04 - 14|1.806822e+00|-7.889599e-05 - 15|1.806193e+00|-3.482356e-04 - 16|1.805735e+00|-2.536930e-04 - 17|1.805321e+00|-2.292667e-04 - 18|1.804389e+00|-5.170222e-04 - 19|1.803908e+00|-2.661907e-04 - It. |Loss |Delta loss - -------------------------------- - 20|1.803696e+00|-1.178279e-04 + Out: + + .. code-block:: none + + It. |Loss |Relative loss|Absolute loss + ------------------------------------------------ + 0|9.484039e+00|0.000000e+00|0.000000e+00 + 1|1.976107e+00|3.799355e+00|7.507932e+00 + 2|1.749871e+00|1.292876e-01|2.262365e-01 + 3|1.692667e+00|3.379504e-02|5.720374e-02 + 4|1.676256e+00|9.790077e-03|1.641068e-02 + 5|1.667458e+00|5.276422e-03|8.798212e-03 + 6|1.661775e+00|3.419693e-03|5.682762e-03 + 7|1.658009e+00|2.271789e-03|3.766646e-03 + 8|1.655167e+00|1.716870e-03|2.841707e-03 + 9|1.651825e+00|2.023380e-03|3.342270e-03 + 10|1.649431e+00|1.451076e-03|2.393450e-03 + 11|1.648649e+00|4.742894e-04|7.819369e-04 + 12|1.647901e+00|4.538219e-04|7.478538e-04 + 13|1.647356e+00|3.313134e-04|5.457909e-04 + 14|1.646923e+00|2.627246e-04|4.326871e-04 + 15|1.646038e+00|5.375014e-04|8.847478e-04 + 16|1.645629e+00|2.483240e-04|4.086492e-04 + 17|1.645616e+00|8.248172e-06|1.357332e-05 + 18|1.645377e+00|1.452648e-04|2.390153e-04 + 19|1.644745e+00|3.838976e-04|6.314139e-04 + It. |Loss |Relative loss|Absolute loss + ------------------------------------------------ + 20|1.644164e+00|3.538439e-04|5.817773e-04 + + Fig 1 : plots source and target samples --------------------------------------- - -.. code-block:: python +.. code-block:: default pl.figure(1, figsize=(10, 5)) @@ -148,7 +155,8 @@ Fig 1 : plots source and target samples .. image:: /auto_examples/images/sphx_glr_plot_otda_classes_001.png - :align: center + :class: sphx-glr-single-img + @@ -157,8 +165,7 @@ Fig 2 : plot optimal couplings and transported samples ------------------------------------------------------ - -.. code-block:: python +.. code-block:: default param_img = {'interpolation': 'nearest'} @@ -230,28 +237,45 @@ Fig 2 : plot optimal couplings and transported samples -.. image:: /auto_examples/images/sphx_glr_plot_otda_classes_003.png - :align: center +.. image:: /auto_examples/images/sphx_glr_plot_otda_classes_002.png + :class: sphx-glr-single-img +.. rst-class:: sphx-glr-script-out + + Out: + + .. code-block:: none + + /home/rflamary/PYTHON/POT/examples/plot_otda_classes.py:149: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure. + pl.show() + -**Total running time of the script:** ( 0 minutes 1.423 seconds) +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** ( 0 minutes 2.083 seconds) + + +.. _sphx_glr_download_auto_examples_plot_otda_classes.py: + .. only :: html .. container:: sphx-glr-footer + :class: sphx-glr-footer-example + - .. container:: sphx-glr-download + .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: plot_otda_classes.py <plot_otda_classes.py>` - .. container:: sphx-glr-download + .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: plot_otda_classes.ipynb <plot_otda_classes.ipynb>` @@ -260,4 +284,4 @@ Fig 2 : plot optimal couplings and transported samples .. rst-class:: sphx-glr-signature - `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.readthedocs.io>`_ + `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_ |