HadXu/ ML-From-Scratch
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Description
机器学习算法 基于西瓜书以及《统计学习方法》，当然包括DL。
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ML-From-Scratch
机器学习算法 基于西瓜书以及《统计学习方法》，当然包括DL
监督学习算法
- ~~linear regression~~
- ~~logistic regression~~
- ~~Linear Discriminant Analysis~~
- ~~Decision Tree~~
- ~~GBDT~~
- ~~Xgboost~~
- ~~KNN~~
- ~~Naive bayes~~
- ~~SVM~~
- ~~EM(GMM)~~
- ~~MLP~~
- ~~HMM Forward算法 Viterbi算法~~
- ~~RNN~~
- ~~LSTM~~
- ~~MCMC-HM算法~~
非监督学习算法
强化学习
- Q-learning