2828
2929配套视频教程:https://www.bilibili.com/video/BV1Mh411e7VU
3030
31- ### 在线阅读(内容实时更新 )
31+ ### 在线阅读(仅供第1版 )
3232地址:https://datawhalechina.github.io/pumpkin-book
3333
3434### 最新版PDF下载
@@ -40,26 +40,6 @@ PDF版本是我们寄送出版社的全书初稿,经由人民邮电出版社
4040
4141<center class =" half " ><img src =" https://raw.githubusercontent.com/datawhalechina/pumpkin-book/master/res/yanggao1.jpg " width =" 300 " ><img src =" https://raw.githubusercontent.com/datawhalechina/pumpkin-book/master/res/yanggao2.jpg " width =" 300 " ></center >
4242
43-
44-
45- ### 目录
46- - 第1章 [ 绪论] ( https://datawhalechina.github.io/pumpkin-book/#/chapter1/chapter1 )
47- - 第2章 [ 模型评估与选择] ( https://datawhalechina.github.io/pumpkin-book/#/chapter2/chapter2 )
48- - 第3章 [ 线性模型] ( https://datawhalechina.github.io/pumpkin-book/#/chapter3/chapter3 )
49- - 第4章 [ 决策树] ( https://datawhalechina.github.io/pumpkin-book/#/chapter4/chapter4 )
50- - 第5章 [ 神经网络] ( https://datawhalechina.github.io/pumpkin-book/#/chapter5/chapter5 )
51- - 第6章 [ 支持向量机] ( https://datawhalechina.github.io/pumpkin-book/#/chapter6/chapter6 )
52- - 第7章 [ 贝叶斯分类器] ( https://datawhalechina.github.io/pumpkin-book/#/chapter7/chapter7 )
53- - 第8章 [ 集成学习] ( https://datawhalechina.github.io/pumpkin-book/#/chapter8/chapter8 )
54- - 第9章 [ 聚类] ( https://datawhalechina.github.io/pumpkin-book/#/chapter9/chapter9 )
55- - 第10章 [ 降维与度量学习] ( https://datawhalechina.github.io/pumpkin-book/#/chapter10/chapter10 )
56- - 第11章 [ 特征选择与稀疏学习] ( https://datawhalechina.github.io/pumpkin-book/#/chapter11/chapter11 )
57- - 第12章 [ 计算学习理论] ( https://datawhalechina.github.io/pumpkin-book/#/chapter12/chapter12 )
58- - 第13章 [ 半监督学习] ( https://datawhalechina.github.io/pumpkin-book/#/chapter13/chapter13 )
59- - 第14章 [ 概率图模型] ( https://datawhalechina.github.io/pumpkin-book/#/chapter14/chapter14 )
60- - 第15章 [ 规则学习] ( https://datawhalechina.github.io/pumpkin-book/#/chapter15/chapter15 )
61- - 第16章 [ 强化学习] ( https://datawhalechina.github.io/pumpkin-book/#/chapter16/chapter16 )
62-
6343### 选用的西瓜书版本
6444<img src =" https://raw.githubusercontent.com/datawhalechina/pumpkin-book/master/res/xigua.jpg " width =" 150 " height = " 175 " >
6545
@@ -69,9 +49,14 @@ PDF版本是我们寄送出版社的全书初稿,经由人民邮电出版社
6949## 编委会
7050| 职责 | 名单 |
7151| :---: | :---: |
72- | ** 主编** | [ @Sm1les ] ( https://github.com/Sm1les ) [ @archwalker ] ( https://github.com/archwalker ) [ @jbb0523 ] ( https://blog.csdn.net/jbb0523 ) |
52+ | ** 主编** | [ @Sm1les ] ( https://github.com/Sm1les ) [ @archwalker ] ( https://github.com/archwalker ) [ @jbb0523 ] ( https://blog.csdn.net/jbb0523 ) |
7353| ** 编委** | [ @juxiao ] ( https://github.com/juxiao ) [ @Majingmin ] ( https://github.com/Majingmin ) [ @MrBigFan ] ( https://github.com/MrBigFan ) [ @shanry ] ( https://github.com/shanry ) [ @Ye980226 ] ( https://github.com/Ye980226 ) |
7454
55+ ## 封面设计
56+ | 构思 | 创作 |
57+ | :---: | :---: |
58+ | [ @Sm1les ] ( https://github.com/Sm1les ) | 林王茂盛 |
59+
7560## 致谢
7661特别感谢[ @awyd234 ] ( https://github.com/awyd234 ) 、[ @feijuan ] ( https://github.com/feijuan ) 、[ @Ggmatch ] ( https://github.com/Ggmatch ) 、[ @Heitao5200 ] ( https://github.com/Heitao5200 ) 、[ @xhqing ] ( https://github.com/xhqing ) 、[ @LongJH ] ( https://github.com/LongJH ) 、[ @LilRachel ] ( https://github.com/LilRachel ) 、[ @LeoLRH ] ( https://github.com/LeoLRH ) 、[ @Nono17 ] ( https://github.com/Nono17 ) 、[ @spareribs ] ( https://github.com/spareribs ) 、[ @sunchaothu ] ( https://github.com/sunchaothu ) 、[ @StevenLzq ] ( https://github.com/StevenLzq ) 在最早期的时候对南瓜书所做的贡献。
7762
@@ -82,4 +67,4 @@ PDF版本是我们寄送出版社的全书初稿,经由人民邮电出版社
8267</div >
8368
8469## LICENSE
85- <a rel =" license " href =" http://creativecommons.org/licenses/by-nc-sa/4.0/ " ><img alt =" 知识共享许可协议 " style =" border-width :0 " src =" https://img.shields.io/badge/license-CC%20BY--NC--SA%204.0-lightgrey " /></a ><br />本作品采用<a rel =" license " href =" http://creativecommons.org/licenses/by-nc-sa/4.0/ " >知识共享署名-非商业性使用-相同方式共享 4.0 国际许可协议</a >进行许可。
70+ <a rel =" license " href =" http://creativecommons.org/licenses/by-nc-sa/4.0/ " ><img alt =" 知识共享许可协议 " style =" border-width :0 " src =" https://img.shields.io/badge/license-CC%20BY--NC--SA%204.0-lightgrey " /></a ><br />本作品采用<a rel =" license " href =" http://creativecommons.org/licenses/by-nc-sa/4.0/ " >知识共享署名-非商业性使用-相同方式共享 4.0 国际许可协议</a >进行许可。
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