HadXu/ ML-From-Scratch
Need help with ML-From-Scratch?
Click the “chat” button below for chat support from the developer who created it, or find similar developers for support.
About the developer
223 Stars 
87 Forks 
31 Commits 
2 Opened issues 
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。
Services available
Contributors list
Readme
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