cleaned up for push

MatthieuCourbariaux · Sep 4, 2015 · 1b4b5ec · 1b4b5ec
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diff --git a/README.md b/README.md
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 * Python, Numpy, Scipy
 * Theano 0.6 (Bleeding edge version)
 * Pylearn2 0.1
+* Lasagne 0.1 (only for the "lasagne" branch)
 * PyTables (only for the SVHN dataset)
 * a fast GPU or a large amount of patience
 
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 This repository allows to easily reproduce the experimental results reported in:
 "BinaryConnect: Training Deep Neural Networks with binary weights during propagations".
 
+## Branches
+
+There are two branches in this repository:
+* The "master" branch is a pure Theano version of BinaryConnect. The results reported in our paper were obtained using this branch.
+* The "lasagne" branch is a Lasagne (and thus Theano) version of BinaryConnect. The results are very similar to those of the "master" branch.
+
 ## MNIST
 
     python mnist.py

diff --git a/cifar10_cnn.py → cifar10.py b/cifar10_cnn.py → cifar10.py
diff --git a/mnist_mlp.py → mnist.py b/mnist_mlp.py → mnist.py