pep8

Author: rflamary

docs/source/auto_examples/auto_examples_jupyter.zip

@@ -3,13 +3,13 @@
 POT Examples
 ============
 
-This is a gallery of all the POT example files. 
+This is a gallery of all the POT example files.
 
 
 
 .. raw:: html
 
-    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of EMD and Sinkhorn transport plans  and their visuali...">
+    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of EMD and Sinkhorn transport plans and their visualiz...">
 
 .. only:: html
 
@@ -69,7 +69,7 @@ This is a gallery of all the POT example files.
 
 .. raw:: html
 
-    <div class="sphx-glr-thumbcontainer" tooltip="Shows how to compute multiple EMD and Sinkhorn with two differnt  ground metrics and plot their...">
+    <div class="sphx-glr-thumbcontainer" tooltip="Shows how to compute multiple EMD and Sinkhorn with two differnt ground metrics and plot their ...">
 
 .. only:: html
 
@@ -129,7 +129,7 @@ This is a gallery of all the POT example files.
 
 .. raw:: html
 
-    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of regularized Wassersyein Barycenter  as proposed in ...">
+    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates the computation of regularized Wassersyein Barycenter as proposed in [...">
 
 .. only:: html
 
@@ -149,7 +149,7 @@ This is a gallery of all the POT example files.
 
 .. raw:: html
 
-    <div class="sphx-glr-thumbcontainer" tooltip="OT for domain adaptation with image color adaptation [6] with mapping  estimation [8].">
+    <div class="sphx-glr-thumbcontainer" tooltip="OT for domain adaptation with image color adaptation [6] with mapping estimation [8].">
 
 .. only:: html
 

docs/source/auto_examples/auto_examples_python.zip

@@ -15,7 +15,7 @@
     }, 
     {
       "source": [
-        "\n# 1D optimal transport\n\n\nThis example illustrates the computation of EMD and Sinkhorn transport plans \nand their visualization.\n\n\n"
+        "\n# 1D optimal transport\n\n\nThis example illustrates the computation of EMD and Sinkhorn transport plans\nand their visualization.\n\n\n"
       ], 
       "cell_type": "markdown", 
       "metadata": {}
@@ -33,7 +33,7 @@
     }, 
     {
       "source": [
-        "Generate data\n##############\n\n"
+        "Generate data\n#############\n\n"
       ], 
       "cell_type": "markdown", 
       "metadata": {}

docs/source/auto_examples/images/sphx_glr_plot_WDA_001.png

@@ -4,7 +4,7 @@
 1D optimal transport
 ====================
 
-This example illustrates the computation of EMD and Sinkhorn transport plans 
+This example illustrates the computation of EMD and Sinkhorn transport plans
 and their visualization.
 
 """
@@ -20,7 +20,8 @@
 
 ##############################################################################
 # Generate data
-###############
+# #############
+
 
 #%% parameters
 

docs/source/auto_examples/images/sphx_glr_plot_WDA_003.png

@@ -7,7 +7,7 @@
 1D optimal transport
 ====================
 
-This example illustrates the computation of EMD and Sinkhorn transport plans 
+This example illustrates the computation of EMD and Sinkhorn transport plans
 and their visualization.
 
 
@@ -32,13 +32,14 @@ and their visualization.
 
 
 Generate data
-##############
+#############
 
 
 
 .. code-block:: python
 
 
+
     #%% parameters
 
     n = 100  # nb bins
@@ -168,7 +169,7 @@ Solve Sinkhorn
       110|1.527180e-10|
 
 
-**Total running time of the script:** ( 0 minutes  0.680 seconds)
+**Total running time of the script:** ( 0 minutes  0.704 seconds)
 
 
 

docs/source/auto_examples/images/thumb/sphx_glr_plot_WDA_thumb.png

@@ -76,7 +76,6 @@
 ##############################################################################
 
 
-
 #%% EMD
 G1 = ot.emd(a, b, M1)
 G2 = ot.emd(a, b, M2)
@@ -172,7 +171,6 @@
 ##############################################################################
 
 
-
 #%% EMD
 G1 = ot.emd(a, b, M1)
 G2 = ot.emd(a, b, M2)