statML

Statistical Machine Learning

IRLS

Iterative reweighted least squares method solving Logistic Regression. Also forked IRLS_tf from wangg12.

Mixture Multinomial Model

Implement an EM algorithm to learn the parameters {\pi_k, \mu_{kw}} of mixture multinomial model and test it on the nips dataset.

Variational Inference

Gaussian Mixture model and VAE, implement the generative model with ZhuSuan.