removed some things from index

bfortuner · Mar 4, 2018 · 943d304 · 943d304
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diff --git a/docs/architectures.rst b/docs/architectures.rst
@@ -80,6 +80,29 @@ TODO
 - `Deep Learning Book <http://www.deeplearningbook.org/contents/generative_models.html>`_
 
 
+MLP
+===
+
+A Multi Layer Perceptron (MLP) is a neural network with only fully connected layers. Figure from [5].
+
+.. image:: images/mlp.jpg
+      :align: center
+
+.. rubric:: Model
+
+An example implementation in Numpy or Pytorch?
+
+TODO
+
+.. rubric:: Training
+
+TODO
+
+.. rubric:: Further reading
+
+TODO
+
+
 RNN
 ===
 

diff --git a/docs/images/mlp.jpg b/docs/images/mlp.jpg
diff --git a/docs/index.rst b/docs/index.rst
@@ -16,7 +16,6 @@ Brief visual explanations of machine learning concepts with diagrams, code examp
     linear_regression
     gradient_descent
     logistic_regression
-    training
     glossary
 
 .. toctree::
@@ -25,8 +24,8 @@ Brief visual explanations of machine learning concepts with diagrams, code examp
 
     calculus
     linear_algebra
-    Probability (empty) <probability>
-    Statistics (empty) <statistics>
+    Probability (TODO) <probability>
+    Statistics (TODO) <statistics>
     math_notation
 
 .. toctree::
@@ -45,7 +44,7 @@ Brief visual explanations of machine learning concepts with diagrams, code examp
 
 .. toctree::
     :maxdepth: 1
-    :caption: Algorithms
+    :caption: Algorithms (TODO)
 
     Classification <classification_algos>
     Clustering <clustering_algos>