This is an implementation on ICML2014 paper "Stochastic Backpropagation and Approximate Inference in Deep Generative Models", a multi-layer variational auoto-encoder with non-diagonal-covariance Gaussian prior/posteriors. It is based on the theano implementation of https://github.com/zxie/vae.