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

HadXu
247 Stars 96 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

!
?

Need anything else?

Contributors list

# 87,304
Jupyter...
python-...
cnn-mod...
Keras
30 commits

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

  1. ~~linear regression~~
  2. ~~logistic regression~~
  3. ~~Linear Discriminant Analysis~~
  4. ~~Decision Tree~~
  5. ~~GBDT~~
  6. ~~Xgboost~~
  7. ~~KNN~~
  8. ~~Naive bayes~~
  9. ~~SVM~~
  10. ~~EM(GMM)~~
  11. ~~MLP~~
  12. ~~HMM Forward算法 Viterbi算法~~
  13. ~~RNN~~
  14. ~~LSTM~~
  15. ~~MCMC-HM算法~~

非监督学习算法

  1. ~~K-means~~
  2. ~~PCA~~

强化学习

  1. Q-learning

We use cookies. If you continue to browse the site, you agree to the use of cookies. For more information on our use of cookies please see our Privacy Policy.