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《机器学习》(西瓜书)代码实战

License: MIT License

Python 1.15% Jupyter Notebook 98.85%

machine-learning-toy-code's Introduction

本项目以西瓜书以及南瓜书为主要参考,其他资料为辅助,来进行常见机器学习代码的实战。主要特色为力求数码结合,即数学公式与相关代码的形神对应,能够帮助读者加深对公式的理解以及代码的熟练。

算法进度

算法名称 相关材料 进度 备注
线性回归
对数几率回归 Ok
线性判别分析
决策树
感知机
支持向量机
贝叶斯
集成学习
k均值聚类
主成分分析

贡献者

pic
John Jim

算法实战
北京大学

Refs

统计学习方法、西瓜书、机器学习实战

machine-learning-toy-code's People

Contributors

gyhhaha avatar johnjim0816 avatar

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