good notebook format generated by sphinx gallery

1 files changed, 27 insertions, 27 deletions

diff --git a/docs/source/auto_examples/plot_otda_classes.rst b/docs/source/auto_examples/plot_otda_classes.rst
index d1a13b1..f19a99f 100644
--- a/docs/source/auto_examples/plot_otda_classes.rst
+++ b/docs/source/auto_examples/plot_otda_classes.rst
@@ -31,8 +31,8 @@ approaches currently supported in POT.
 
 
 
-generate data
-#############################################################################
+Generate data
+-------------
 
 
 
@@ -53,7 +53,7 @@ generate data
 
 
 Instantiate the different transport algorithms and fit them
-#############################################################################
+-----------------------------------------------------------
 
 
 
@@ -94,33 +94,33 @@ Instantiate the different transport algorithms and fit them
 
     It.  |Loss        |Delta loss
     --------------------------------
-        0|9.984935e+00|0.000000e+00
-        1|2.126803e+00|-3.694808e+00
-        2|1.867272e+00|-1.389895e-01
-        3|1.803858e+00|-3.515488e-02
-        4|1.783036e+00|-1.167761e-02
-        5|1.774823e+00|-4.627422e-03
-        6|1.771947e+00|-1.623526e-03
-        7|1.767564e+00|-2.479535e-03
-        8|1.763484e+00|-2.313667e-03
-        9|1.761138e+00|-1.331780e-03
-       10|1.758879e+00|-1.284576e-03
-       11|1.758034e+00|-4.806014e-04
-       12|1.757595e+00|-2.497155e-04
-       13|1.756749e+00|-4.818562e-04
-       14|1.755316e+00|-8.161432e-04
-       15|1.754988e+00|-1.866236e-04
-       16|1.754964e+00|-1.382474e-05
-       17|1.754032e+00|-5.315971e-04
-       18|1.753595e+00|-2.492359e-04
-       19|1.752900e+00|-3.961403e-04
+        0|9.552437e+00|0.000000e+00
+        1|1.921833e+00|-3.970483e+00
+        2|1.671022e+00|-1.500942e-01
+        3|1.615147e+00|-3.459458e-02
+        4|1.594289e+00|-1.308252e-02
+        5|1.587287e+00|-4.411254e-03
+        6|1.581665e+00|-3.554702e-03
+        7|1.577022e+00|-2.943809e-03
+        8|1.573870e+00|-2.002870e-03
+        9|1.571645e+00|-1.415696e-03
+       10|1.569342e+00|-1.467590e-03
+       11|1.567863e+00|-9.432233e-04
+       12|1.566558e+00|-8.329769e-04
+       13|1.565414e+00|-7.311320e-04
+       14|1.564425e+00|-6.319985e-04
+       15|1.563955e+00|-3.007604e-04
+       16|1.563658e+00|-1.894627e-04
+       17|1.562886e+00|-4.941143e-04
+       18|1.562578e+00|-1.974031e-04
+       19|1.562445e+00|-8.468825e-05
     It.  |Loss        |Delta loss
     --------------------------------
-       20|1.752850e+00|-2.869262e-05
+       20|1.562007e+00|-2.805136e-04
 
 
 Fig 1 : plots source and target samples
-#############################################################################
+---------------------------------------
 
 
 
@@ -154,7 +154,7 @@ Fig 1 : plots source and target samples
 
 
 Fig 2 : plot optimal couplings and transported samples
-#############################################################################
+------------------------------------------------------
 
 
 
@@ -236,7 +236,7 @@ Fig 2 : plot optimal couplings and transported samples
 
 
 
-**Total running time of the script:** ( 0 minutes  1.576 seconds)
+**Total running time of the script:** ( 0 minutes  1.596 seconds)