Beronx86 / lasagne-draw

Implementation of the DRAW network in lasagne

DRAW implmentation [Gregor 2015]

Implementation of the draw network in Lasagne (https://github.com/benanne/Lasagne)

The Read/write operation is based on https://github.com/jbornschein/draw/tree/master/draw

This is work in progress and is poorly documented

Animation of the DRAW network reconstructing images.

Install

First install Lasagne and Theano.

git clone https://github.com/skaae/lasagne-draw.git

cd lasagne-draw

python setup.py develop

cd ..

python -c 'import deepmodels'

References

• Gregor, K., Danihelka, I., Graves, A., & Wierstra, D. (2015). DRAW: A Recurrent Neural Network For Image Generation. arXiv Preprint arXiv:1502.04623.