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‎docs/_sidebar.md

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- 目录
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- [P1 机器学习介绍](chapter1/chapter1.md)
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- [P2 为什么要学习机器学习](chapter2/chapter2.md)
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- [P3 回归](chapter3/chapter3.md)
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- [P4 回归-演示](chapter4/chapter4.md)
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- [P5 误差从哪来？](chapter5/chapter5.md)
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- [P6 梯度下降](chapter6/chapter6.md)
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- [P7 梯度下降（用AOE演示）](chapter7/chapter7.md)
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- [P8 梯度下降（用Minecraft演示）](chapter8/chapter8.md)
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- [P9 作业1-PM2.5预测](chapter9/chapter9.md)
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- [P10 概率分类模型](chapter10/chapter10.md)
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- [P11 logistic回归](chapter11/chapter11.md)
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- [P12 作业2-赢家还是输家](chapter12/chapter12.md)
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- [P13 深度学习简介](chapter13/chapter13.md)
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- [P14 反向传播](chapter14/chapter14.md)
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- [P15 深度学习初试](chapter15/chapter15.md)
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- [P16 Keras2.0](chapter16/chapter16.md)
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- [P17 Keras演示](chapter17/chapter17.md)
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- [P18 深度学习技巧](chapter18/chapter18.md)
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- [P19 Keras演示2](chapter19/chapter19.md)
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- [P20 Tensorflow 实现 Fizz Buzz](chapter20/chapter20.md)
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- [P21 卷积神经网络](chapter21/chapter21.md)
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- [P22 为什么要“深度”学习？](chapter22/chapter22.md)
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- [P23 半监督学习](chapter23/chapter23.md)
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- [P24 无监督学习-线性降维](chapter24/chapter24.md)
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- [P25 无监督学习-词嵌入](chapter25/chapter25.md)
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- [P26 无监督学习-领域嵌入](chapter26/chapter26.md)
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- [P27 无监督学习-深度自编码器](chapter27/chapter27.md)
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- [P28 无监督学习-深度生成模型I](chapter28/chapter28.md)
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- [P29 无监督学习-深度生成模型II](chapter29/chapter29.md)
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- [P30 迁移学习](chapter30/chapter30.md)
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- [P31 支持向量机](chapter31/chapter31.md)
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- [P32 结构化学习-介绍](chapter32/chapter32.md)
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- [P33 结构化学习-线性模型](chapter33/chapter33.md)
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- [P34 结构化学习-结构化支持向量机](chapter34/chapter34.md)
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- [P35 结构化学习-序列标注](chapter35/chapter35.md)
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- [P36 循环神经网络I](chapter36/chapter36.md)
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- [P37 循环神经网络II](chapter37/chapter37.md)
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- [P38 集成学习](chapter38/chapter38.md)
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- [P39 深度强化学习浅析](chapter39/chapter39.md)
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- [P40 机器学习的下一步](chapter40/chapter40.md)
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- [P41 异常检测(1)](chapter41/chapter41.md)
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- [P42 异常检测(2)](chapter42/chapter42.md)
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- [P43 异常检测(3)](chapter43/chapter43.md)
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- [P44 异常检测(4)](chapter44/chapter44.md)
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- [P45 异常检测(5)](chapter45/chapter45.md)
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- [P46 异常检测(6)](chapter46/chapter46.md)
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- [P47 异常检测(7)](chapter47/chapter47.md)
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- [P48 对抗机器学习模型(1)](chapter48/chapter48.md)
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‎docs/errata.md

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# 纸质版勘误修订表
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**如何使用勘误？首先找到你的书的印次，接下来对着下表索引印次，该印次之后所有的勘误都是你的书中所要注意的勘误，印次前的所有勘误在当印次和之后印次均已印刷修正。为方便读者，所有修订内容都列举在此。其中部分修订是为了更便于读者理解，并非原文有误。**
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## 第1版第2次印刷（2024.08）
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* 45页，表3.1第2行改成：
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| 一次更新的速度（没有并行计算） | 更快 | 更慢 |
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| :----------------------------: | :--: | :--: |
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## 第1版第1次印刷（2024.08）
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‎docs/index.html

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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<title>LeeML-Notes</title>
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<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1" />
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<meta name="description" content="Description">
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<meta name="viewport" content="width=device-width, user-scalable=no, initial-scale=1.0, maximum-scale=1.0, minimum-scale=1.0">
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<link rel="stylesheet" href="//unpkg.com/docsify/lib/themes/vue.css">
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</head>
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<body>
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<div id="app"></div>
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<script>
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window.$docsify = {
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name: 'LeeML-Notes',
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loadSidebar: true,
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subMaxLevel: 3,
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alias: {
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'/.*/_sidebar.md': '/_sidebar.md'
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}
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}
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</script>
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<!-- CDN files for docsify-katex -->
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<script src="https://cdn.jsdelivr.net/npm/katex@latest/dist/katex.min.js"></script>
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<link rel="stylesheet" href="//cdn.jsdelivr.net/npm/katex@latest/dist/katex.min.css" />
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<script src="https://cdn.jsdelivr.net/npm/marked@3"></script>
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<!-- CDN files for docsify-katex -->
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<script src="//cdn.jsdelivr.net/npm/docsify-katex@latest/dist/docsify-katex.js"></script>
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<!-- Put them above docsify.min.js -->
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<script src="//cdn.jsdelivr.net/npm/docsify@latest/lib/docsify.min.js"></script>
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<!-- 评论插件的应用 -->
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<link rel="stylesheet" href="//unpkg.com/gitalk/dist/gitalk.css">
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<script src="//unpkg.com/docsify/lib/plugins/gitalk.min.js"></script>
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<script src="//unpkg.com/gitalk/dist/gitalk.min.js"></script>
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<script>
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const gitalk = new Gitalk({
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clientID: '02724a2355f93ed58315',
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clientSecret: '014380e0fb7bfa7beea3385328d29e7dc9c46f99',
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repo: 'LeeML-Notes',
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owner: 'datawhalechina',
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admin: ['datawhalechina','Spareribs'],
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title: location.hash.match(/#(.*?)([?]|$)/)[1],
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id: location.hash.match(/#(.*?)([?]|$)/)[1],
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distractionFreeMode: false // facebook-like distraction free mode
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})
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// 监听URL中hash的变化，如果发现换了一个MD文件，那么刷新页面，解决整个网站使用一个gitalk评论issues的问题。
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window.onhashchange = function(event){
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if(event.newURL.split('?')[0] !== event.oldURL .split('?')[0]) {
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location.reload()
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}
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}
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</script>
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</body>
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</html>

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