kennedyCzar / MMD-Variational-Autoencoder

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Tensorflow Implementation of MMD Variational Autoencoder

Details and motivation are described in this paper or tutorial. For your convenience the same code is provided in both python and ipython.

This implementation trains on MNIST, generating reasonable quality samples after less than one minute of training on a single Titan X

mnist

When latent dimensionality is 2, we can also visualize the distribution of labels in the feature space.

mnist

About


Languages

Language:Python 63.7%Language:Jupyter Notebook 36.3%