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 |
John Jim 算法实战 |
统计学习方法、西瓜书、机器学习实战
This project forked from datawhalechina/machine-learning-toy-code
《机器学习》(西瓜书)代码实战
License: MIT License
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