big update examples

1 files changed, 37 insertions, 15 deletions

diff --git a/docs/source/auto_examples/plot_free_support_barycenter.rst b/docs/source/auto_examples/plot_free_support_barycenter.rst
index d1b3b80..f349604 100644
--- a/docs/source/auto_examples/plot_free_support_barycenter.rst
+++ b/docs/source/auto_examples/plot_free_support_barycenter.rst
@@ -1,6 +1,12 @@
+.. 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:
+    .. _sphx_glr_auto_examples_plot_free_support_barycenter.py:
 
 
 ====================================================
@@ -12,8 +18,7 @@ sum of diracs.
 
 
 
-
-.. code-block:: python
+.. code-block:: default
 
 
     # Author: Vivien Seguy <vivien.seguy@iip.ist.i.kyoto-u.ac.jp>
@@ -31,13 +36,13 @@ sum of diracs.
 
 
 
+
 Generate data
  -------------
 %% parameters and data generation
 
 
-
-.. code-block:: python
+.. code-block:: default
 
     N = 3
     d = 2
@@ -67,12 +72,12 @@ Generate data
 
 
 
+
 Compute free support barycenter
 -------------
 
 
-
-.. code-block:: python
+.. code-block:: default
 
 
     k = 10  # number of Diracs of the barycenter
@@ -88,18 +93,18 @@ Compute free support barycenter
 
 
 
+
 Plot data
 ---------
 
 
-
-.. code-block:: python
+.. 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 * 1000, label='input measure')
+        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)
@@ -108,27 +113,44 @@ Plot data
 
 
 .. image:: /auto_examples/images/sphx_glr_plot_free_support_barycenter_001.png
-    :align: center
+    :class: sphx-glr-single-img
 
 
+.. rst-class:: sphx-glr-script-out
 
+ Out:
 
-**Total running time of the script:** ( 0 minutes  0.129 seconds)
+ .. 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
+  .. 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
+  .. container:: sphx-glr-download sphx-glr-download-jupyter
 
      :download:`Download Jupyter notebook: plot_free_support_barycenter.ipynb <plot_free_support_barycenter.ipynb>`
 
@@ -137,4 +159,4 @@ Plot data
 
  .. 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>`_