May 25 2018

Variational Autoencoder
VAE learning on MNIST 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.

Dec 15 2016

Kernel => RKHS + Feature Map
Given a kernel function, find the Reproducing Kernel Hilbert Space and the feature map it defines.