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machine_learning_python

纯python实现机器学习经典算法

目前已经完成的算法:

  • 感知机算法

  • KNN K近邻算法

  • 朴素贝叶斯算法

  • 决策树

    	--ID3
    
    ​	--C4.5
    
    ​	--CART
    
  • logistic 回归

  • 支持向量机

  • AdaBoost

  • EM

知乎地址:https://zhuanlan.zhihu.com/p/163688301

自己学习这些机器学习的代码主要参考如下的两个代码仓库,通过自己手敲这些代码,搞明白了很多相关的算法细节东西。非常感谢大佬的开源。

参考链接:

https://github.com/Dod-o/Statistical-Learning-Method_Code

https://github.com/fengdu78/lihang-code

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