HuichuanLI / play_with_machine_learningLinks
numpy实现常用的的机器学习库,分类模型实现:KNN,LDA,LR,Decision Tree(ID3,C4.5,CART),RF,perception,SVM,Neural network,GBDT,Xgboost,Adaboost;回归模型实现 :LASSO,Ridge,LR,RF,Decision Tree(ID3,C4.5,CART);非监督模型 :PCA,Kmeans,SVD;概率模型 :MEM,HMM,CRF,EM,NB,MCMC
☆23Updated 3 years ago
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