From e65606ae498bd611f6a994868c2a66dfbea403cd Mon Sep 17 00:00:00 2001 From: Rémi Flamary Date: Mon, 20 Apr 2020 15:19:09 +0200 Subject: big update examples --- .../auto_examples/plot_UOT_barycenter_1D.rst | 86 ++++++++++++++++------ 1 file changed, 62 insertions(+), 24 deletions(-) (limited to 'docs/source/auto_examples/plot_UOT_barycenter_1D.rst') diff --git a/docs/source/auto_examples/plot_UOT_barycenter_1D.rst b/docs/source/auto_examples/plot_UOT_barycenter_1D.rst index ac17587..2688d2e 100644 --- a/docs/source/auto_examples/plot_UOT_barycenter_1D.rst +++ b/docs/source/auto_examples/plot_UOT_barycenter_1D.rst @@ -1,6 +1,12 @@ +.. only:: html + + .. note:: + :class: sphx-glr-download-link-note + Click :ref:`here ` to download the full example code + .. rst-class:: sphx-glr-example-title -.. _sphx_glr_auto_examples_plot_UOT_barycenter_1D.py: + .. _sphx_glr_auto_examples_plot_UOT_barycenter_1D.py: =========================================================== @@ -15,8 +21,7 @@ as proposed in [10] for Unbalanced inputs. - -.. code-block:: python +.. code-block:: default # Author: Hicham Janati @@ -36,12 +41,12 @@ as proposed in [10] for Unbalanced inputs. + Generate data ------------- - -.. code-block:: python +.. code-block:: default # parameters @@ -72,12 +77,12 @@ Generate data + Plot data --------- - -.. code-block:: python +.. code-block:: default # plot the distributions @@ -92,7 +97,8 @@ Plot data .. image:: /auto_examples/images/sphx_glr_plot_UOT_barycenter_1D_001.png - :align: center + :class: sphx-glr-single-img + @@ -101,8 +107,7 @@ Barycenter computation ---------------------- - -.. code-block:: python +.. code-block:: default # non weighted barycenter computation @@ -117,7 +122,7 @@ Barycenter computation reg = 1e-3 alpha = 1. - bary_wass = ot.unbalanced.barycenter_unbalanced(A, M, reg, alpha, weights) + bary_wass = ot.unbalanced.barycenter_unbalanced(A, M, reg, alpha, weights=weights) pl.figure(2) pl.clf() @@ -136,8 +141,9 @@ Barycenter computation -.. image:: /auto_examples/images/sphx_glr_plot_UOT_barycenter_1D_003.png - :align: center +.. image:: /auto_examples/images/sphx_glr_plot_UOT_barycenter_1D_002.png + :class: sphx-glr-single-img + @@ -146,8 +152,7 @@ Barycentric interpolation ------------------------- - -.. code-block:: python +.. code-block:: default # barycenter interpolation @@ -164,7 +169,7 @@ Barycentric interpolation weight = weight_list[i] weights = np.array([1 - weight, weight]) B_l2[:, i] = A.dot(weights) - B_wass[:, i] = ot.unbalanced.barycenter_unbalanced(A, M, reg, alpha, weights) + B_wass[:, i] = ot.unbalanced.barycenter_unbalanced(A, M, reg, alpha, weights=weights) # plot interpolation @@ -223,33 +228,66 @@ Barycentric interpolation * - .. image:: /auto_examples/images/sphx_glr_plot_UOT_barycenter_1D_005.png - :scale: 47 + .. image:: /auto_examples/images/sphx_glr_plot_UOT_barycenter_1D_003.png + :class: sphx-glr-multi-img * - .. image:: /auto_examples/images/sphx_glr_plot_UOT_barycenter_1D_006.png - :scale: 47 + .. image:: /auto_examples/images/sphx_glr_plot_UOT_barycenter_1D_004.png + :class: sphx-glr-multi-img + + +.. rst-class:: sphx-glr-script-out + + Out: + + .. code-block:: none + /home/rflamary/PYTHON/POT/ot/unbalanced.py:895: RuntimeWarning: overflow encountered in true_divide + u = (A / Kv) ** fi + /home/rflamary/PYTHON/POT/ot/unbalanced.py:900: RuntimeWarning: invalid value encountered in true_divide + v = (Q / Ktu) ** fi + /home/rflamary/PYTHON/POT/ot/unbalanced.py:907: UserWarning: Numerical errors at iteration 595 + warnings.warn('Numerical errors at iteration %s' % i) + /home/rflamary/PYTHON/POT/ot/unbalanced.py:900: RuntimeWarning: overflow encountered in true_divide + v = (Q / Ktu) ** fi + /home/rflamary/PYTHON/POT/ot/unbalanced.py:907: UserWarning: Numerical errors at iteration 974 + warnings.warn('Numerical errors at iteration %s' % i) + /home/rflamary/PYTHON/POT/ot/unbalanced.py:907: UserWarning: Numerical errors at iteration 615 + warnings.warn('Numerical errors at iteration %s' % i) + /home/rflamary/PYTHON/POT/ot/unbalanced.py:907: UserWarning: Numerical errors at iteration 455 + warnings.warn('Numerical errors at iteration %s' % i) + /home/rflamary/PYTHON/POT/ot/unbalanced.py:907: UserWarning: Numerical errors at iteration 361 + warnings.warn('Numerical errors at iteration %s' % i) + /home/rflamary/PYTHON/POT/examples/plot_UOT_barycenter_1D.py:164: 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 0.344 seconds) +.. rst-class:: sphx-glr-timing + + **Total running time of the script:** ( 0 minutes 1.567 seconds) + + +.. _sphx_glr_download_auto_examples_plot_UOT_barycenter_1D.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_UOT_barycenter_1D.py ` - .. container:: sphx-glr-download + .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: plot_UOT_barycenter_1D.ipynb ` @@ -258,4 +296,4 @@ Barycentric interpolation .. rst-class:: sphx-glr-signature - `Gallery generated by Sphinx-Gallery `_ + `Gallery generated by Sphinx-Gallery `_ -- cgit v1.2.3