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Title: GitHub - houyee/Statistical-Learning-Method_Code: 手写实现李航《统计学习方法》书中全部算法 · GitHub

Open Graph Title: GitHub - houyee/Statistical-Learning-Method_Code: 手写实现李航《统计学习方法》书中全部算法

X Title: GitHub - houyee/Statistical-Learning-Method_Code: 手写实现李航《统计学习方法》书中全部算法

Description: 手写实现李航《统计学习方法》书中全部算法. Contribute to houyee/Statistical-Learning-Method_Code development by creating an account on GitHub.

Open Graph Description: 手写实现李航《统计学习方法》书中全部算法. Contribute to houyee/Statistical-Learning-Method_Code development by creating an account on GitHub.

X Description: 手写实现李航《统计学习方法》书中全部算法. Contribute to houyee/Statistical-Learning-Method_Code development by creating an account on GitHub.

Mail addresses
lvtengchao@pku.edu.cn

Opengraph URL: https://github.com/houyee/Statistical-Learning-Method_Code

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	https://github.com/houyee/Statistical-Learning-Method_Code#前言
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	https://github.com/houyee/Statistical-Learning-Method_Code#注其中mnist数据集已转换为csv格式由于体积为107m超过限制改为压缩包形式下载后务必先将mnist文件内压缩包直接解压
	https://github.com/houyee/Statistical-Learning-Method_Code#实现
	https://github.com/houyee/Statistical-Learning-Method_Code#第二章-感知机
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	https://github.com/houyee/Statistical-Learning-Method_Code#第三章-k近邻
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	https://github.com/houyee/Statistical-Learning-Method_Code#第四章-朴素贝叶斯
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	https://github.com/houyee/Statistical-Learning-Method_Code#第五章-决策树
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	https://github.com/houyee/Statistical-Learning-Method_Code#第六章-逻辑斯蒂回归与最大熵模型
统计学习方法\|逻辑斯蒂原理剖析及实现	http://www.pkudodo.com/2018/12/03/1-6/
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	https://github.com/houyee/Statistical-Learning-Method_Code#第七章-支持向量机
统计学习方法\|支持向量机(SVM)原理剖析及实现	http://www.pkudodo.com/2018/12/16/1-8/
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	https://github.com/houyee/Statistical-Learning-Method_Code#第八章-提升方法
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	https://github.com/houyee/Statistical-Learning-Method_Code#第九章-em算法及其推广
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	https://github.com/houyee/Statistical-Learning-Method_Code#第十章-隐马尔可夫模型
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