[MRG] Actually run sphinx-gallery (#146)

* generate gallery

* remove mock

* add sklearn to requirermnt?txt for example

* remove latex from fgw example

* add networks for graph example

* remove all

* add requirement.txt rtd

* rtd debug

* update readme

* eradthedoc with redirection

* add conf rtd

1 files changed, 0 insertions, 162 deletions

diff --git a/docs/source/auto_examples/plot_free_support_barycenter.rst b/docs/source/auto_examples/plot_free_support_barycenter.rst
deleted file mode 100644
index f349604..0000000
--- a/docs/source/auto_examples/plot_free_support_barycenter.rst
+++ /dev/null
@@ -1,162 +0,0 @@
-.. only:: html
-
-    .. note::
-        :class: sphx-glr-download-link-note
-
-        Click :ref:`here <sphx_glr_download_auto_examples_plot_free_support_barycenter.py>`     to download the full example code
-    .. rst-class:: sphx-glr-example-title
-
-    .. _sphx_glr_auto_examples_plot_free_support_barycenter.py:
-
-
-====================================================
-2D free support Wasserstein barycenters of distributions
-====================================================
-
-Illustration of 2D Wasserstein barycenters if discributions that are weighted
-sum of diracs.
-
-
-
-.. code-block:: default
-
-
-    # Author: Vivien Seguy <vivien.seguy@iip.ist.i.kyoto-u.ac.jp>
-    #
-    # License: MIT License
-
-    import numpy as np
-    import matplotlib.pylab as pl
-    import ot
-
-
-
-
-
-
-
-
-
-Generate data
- -------------
-%% parameters and data generation
-
-
-.. code-block:: default
-
-    N = 3
-    d = 2
-    measures_locations = []
-    measures_weights = []
-
-    for i in range(N):
-
-        n_i = np.random.randint(low=1, high=20)  # nb samples
-
-        mu_i = np.random.normal(0., 4., (d,))  # Gaussian mean
-
-        A_i = np.random.rand(d, d)
-        cov_i = np.dot(A_i, A_i.transpose())  # Gaussian covariance matrix
-
-        x_i = ot.datasets.make_2D_samples_gauss(n_i, mu_i, cov_i)  # Dirac locations
-        b_i = np.random.uniform(0., 1., (n_i,))
-        b_i = b_i / np.sum(b_i)  # Dirac weights
-
-        measures_locations.append(x_i)
-        measures_weights.append(b_i)
-
-
-
-
-
-
-
-
-
-Compute free support barycenter
--------------
-
-
-.. code-block:: default
-
-
-    k = 10  # number of Diracs of the barycenter
-    X_init = np.random.normal(0., 1., (k, d))  # initial Dirac locations
-    b = np.ones((k,)) / k  # weights of the barycenter (it will not be optimized, only the locations are optimized)
-
-    X = ot.lp.free_support_barycenter(measures_locations, measures_weights, X_init, b)
-
-
-
-
-
-
-
-
-
-Plot data
----------
-
-
-.. code-block:: default
-
-
-    pl.figure(1)
-    for (x_i, b_i) in zip(measures_locations, measures_weights):
-        color = np.random.randint(low=1, high=10 * N)
-        pl.scatter(x_i[:, 0], x_i[:, 1], s=b_i * 1000, label='input measure')
-    pl.scatter(X[:, 0], X[:, 1], s=b * 1000, c='black', marker='^', label='2-Wasserstein barycenter')
-    pl.title('Data measures and their barycenter')
-    pl.legend(loc=0)
-    pl.show()
-
-
-
-.. image:: /auto_examples/images/sphx_glr_plot_free_support_barycenter_001.png
-    :class: sphx-glr-single-img
-
-
-.. rst-class:: sphx-glr-script-out
-
- Out:
-
- .. code-block:: none
-
-    /home/rflamary/PYTHON/POT/examples/plot_free_support_barycenter.py:69: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure.
-      pl.show()
-
-
-
-
-
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** ( 0 minutes  0.080 seconds)
-
-
-.. _sphx_glr_download_auto_examples_plot_free_support_barycenter.py:
-
-
-.. only :: html
-
- .. container:: sphx-glr-footer
-    :class: sphx-glr-footer-example
-
-
-
-  .. container:: sphx-glr-download sphx-glr-download-python
-
-     :download:`Download Python source code: plot_free_support_barycenter.py <plot_free_support_barycenter.py>`
-
-
-
-  .. container:: sphx-glr-download sphx-glr-download-jupyter
-
-     :download:`Download Jupyter notebook: plot_free_support_barycenter.ipynb <plot_free_support_barycenter.ipynb>`
-
-
-.. only:: html
-
- .. rst-class:: sphx-glr-signature
-
-    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_