VNN

This is a implementation of variational neural networks.

VAE.py

Contain supervised and unsupervised variational auto-encoder.

SVAE.py

Contain our method--variational neural networks.

update.py

ADAM gradient method.

tsne.py

Calculate t-SNE.

util.py

Shared dataset: MNIST and TIMIT.

nnet.py

Contain NN layer and sample layer.

criteria.py

Contain KL divergence of Gauassian and Gaussian.