Code

2015-03-29 · originally a WordPress page

Check out my interactive demo (javascript) of a generative model of hand-written digits.

Sourcecode for the reproduction of empirical results can be found on my Github page.

(Please e-mail me if you think your code should be on this list)

MATLAB	https://github.com/peiyunh/mat-vae
Chainer	https://github.com/pfnet/chainer/tree/master/examples/vae
Edward (Tensorflow)	https://github.com/blei-lab/edward/blob/master/examples/vae.py https://github.com/blei-lab/edward/blob/master/examples/vae_convolutional.py
Keras (Theano and Tensorflow)	https://github.com/fchollet/keras/blob/master/examples/variational_autoencoder.py
Tensorflow	https://github.com/y0ast/VAE-TensorFlow
Tensorflow	https://jmetzen.github.io/2015-11-27/vae.html
Theano	https://github.com/y0ast/Variational-Autoencoder
Torch	https://github.com/y0ast/VAE-Torch