项目作者: neycyanshi

项目描述 :
Statistical Machine Learning
高级语言: Terra
项目地址: git://github.com/neycyanshi/statML.git
创建时间: 2017-03-19T09:40:34Z
项目社区:https://github.com/neycyanshi/statML

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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 {\pik, \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.