Tutorial AE MNIST added added (corrections 4)

MelJan · Jan 28, 2018 · b74d8aa · b74d8aa
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diff --git a/docs/tutorials/AE_MNIST.rst b/docs/tutorials/AE_MNIST.rst
@@ -16,7 +16,7 @@ If you are new on Autoencoders visit `Autoencoder tutorial <http://ufldl.stanfor
 .. raw:: html
 
     <div style="margin-top:10px;">
-      <iframe width="560" height="315" src="https://www.youtube.com/watch?v=vfnxKO2rMq4" frameborder="0" allowfullscreen></iframe>
+      <iframe width="560" height="315" src="http://www.youtube.com/embed/vfnxKO2rMq4" frameborder="0" allowfullscreen></iframe>
     </div>
 
 Results

diff --git a/docs/tutorials/AE_natural_images.rst b/docs/tutorials/AE_natural_images.rst
@@ -13,7 +13,7 @@ If you are new on Autoencoders visit `Autoencoder tutorial <http://ufldl.stanfor
 .. raw:: html
 
     <div style="margin-top:10px;">
-      <iframe width="560" height="315" src="https://www.youtube.com/watch?v=vfnxKO2rMq4" frameborder="0" allowfullscreen></iframe>
+      <iframe width="560" height="315" src="http://www.youtube.com/embed/vfnxKO2rMq4" frameborder="0" allowfullscreen></iframe>
     </div>
 
 Results

diff --git a/docs/tutorials/RBM_MNIST_small.rst b/docs/tutorials/RBM_MNIST_small.rst
@@ -89,8 +89,6 @@ Further, the models can be trained on the flipped version of MNIST (1-MNIST).
 
    flipped = True
 
-.. _code:
-
 While the centered model has a similar performance on the flipped version,
 
 .. code-block:: Python
@@ -129,6 +127,8 @@ The normal RBM has not.
 
 For a large number of hidden units see `RBM_MNIST_big <RBM_MNIST_big.html#RBM_MNIST_big>`__.
 
+.. _code:
+
 Source code
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