TissueC / Kmeans-CL-RPCL-GMM-for-cluster

several classical methods to cluster, maching learning project, including report.

Kmeans-CL-RPCL-GMM-for-cluster

several classical methods to cluster, maching learning project, including report. SJTU CS420 Machine Learning lesson project.

Problems

Read problems in cs420_hw1.pdf

Clustering methods

Kmeans, CL , RPCL, EM in GMM model.

Automatically choose K in Kmeans

Kmeans based on RPCL

Decide the number of components(clusters) in GMM

AIC(Akaike Information Criterion)/BIC(Bayesian Information Criterion) VBEM (variantional bayes expectation maximazation)