网页收藏夹 Machine Learning

ISL

An Introduction to Statistical Learning with Applications in R
ISL - Slides and videos
ISL - Exercise answers

Andrew Ng

CS229 网易公开课
CS229 handout
Cousera - Machine Learning

徐亦达

优酷视频 总
EM算法
隐马尔可夫模型
MCMC
Slice Sampling
变分推断
用变分推断做LDA
狄利克雷过程

Scikit-learn

scikit-learn

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