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周志华《机器学习》手推笔记

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Machine-Learning-Notes(加载图片较慢,请耐心等待,只显示一部分)

  • 如果刷新不出来,可以点击 神经网络 查看笔记大概是什么样子的

  • 周志华《机器学习》手推笔记(踏踏实实把公式学习推导一遍)

  • by 【计算机视觉联盟】 王博Kings、Sophia

手推笔记十六章 214页 A4纸,可直接打印 !!

Last updated: 2021/03/13 更新完结十六章

公众号【计算机视觉联盟】回复【西瓜书手推笔记】即可获得百度云pdf下载链接

后续请大家继续关注另一个重磅笔记: 深度学习手推笔记

Table of Contents

手推笔记作者简介--王博Kings

微信号(Kingsplusa)备注:单位/学校+研究方向

985AI博士,CSDN博客专家,华为云享专家

已连载系列《机器学习》西瓜书手推笔记

已完结待更笔记:《深度学习-花书手推笔记》、《无人驾驶手推笔记》、《SLAM 十四讲》

下载地址 博士私人微信
【计算机视觉联盟】回复【西瓜书手推笔记】即可获得百度云pdf下载链接 985AI博士,CSDN博客专家

第一章 绪论

image

第二章 模型评估与选择

1 2 3 4
--by 王博Kings

第三章 线性模型

1 2 3 4
--by 王博Kings

第四章 决策树

1 2 3 4
--by 王博Kings

第五章 神经网络

1 2 3 4
image image image image
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image image image --by 王博Kings

第六章 支持向量机

1 2 3 4
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第七章 贝叶斯分类器

1 2 3 4
image image image image
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image --by 王博Kings

第八章 集成信息

1 2 3 4
image image image image
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第九章 聚类

1 2 3 4
image image image image
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第十章 降维与度量学习

1 2 3 4
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image image --by 王博Kings
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