May 25 2018
Variational Autoencoder
Training a VAE on MNIST from scratch using Keras.
Aug 21 2017
Projections of Probability Distributions and the Reparameterization Trick
A brief review of M-projection, I-projection, REINFORCE, and the Reparameterization Trick.
Jul 21 2017
Restricted Boltzmann Machine and Contrastive Divergence
RBM training with CD from scratch on MNIST data.