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errata.html
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<!doctype html>
<html>
<head>
<meta charset='UTF-8'><meta name='viewport' content='width=device-width initial-scale=1'>
<title>神经网络与深度学习</title><link href='https://fonts.loli.net/css?family=Open+Sans:400italic,700italic,700,400&subset=latin,latin-ext' rel='stylesheet' type='text/css' /><style type='text/css'>html {overflow-x: initial !important;}:root { --bg-color:#ffffff; --text-color:#333333; --select-text-bg-color:#B5D6FC; --select-text-font-color:auto; --monospace:"Lucida Console",Consolas,"Courier",monospace; }
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<div id='write' class = 'is-node'><h1><a name="神经网络与深度学习印刷版勘误表" class="md-header-anchor"></a><span>《神经网络与深度学习》印刷版勘误表</span></h1><p><span>作者：</span><a href='https://xpqiu.github.io/'><span>邱锡鹏</span></a><span> 知乎：</span><a href='https://www.zhihu.com/people/xpqiu'><span>@邱锡鹏</span></a></p><h3><a name="2020年4月第1版第1次印刷" class="md-header-anchor"></a><span>2020年4月第1版第1次印刷</span></h3><ol start='' ><li><span>P38 公式2.59后，"结构方法最小化"→"结构风险最小化"</span></li><li><span>P70 公式3.86上加了一句话“由于同时缩放$w\rightarrow kw$和$b\rightarrow kb$不会改变样本$x^{(n)}$到分割超平面的距离”</span></li><li><span>P86 "很小的梯度𝜆"→"很小的梯度𝛾"</span></li><li><span>P89 边注："也就做Maxout网络"→"也叫作Maxout网络"</span></li><li><span>P231 公式9.43 h→H</span></li><li><span>P333 "$p_\theta(x)$接近于0"→"$p_r(x)$接近于0"</span></li><li><span>调整配图的颜色</span></li></ol><h3><a name="2020年5月第1版第2次印刷" class="md-header-anchor"></a><span>2020年5月第1版第2次印刷</span></h3><ol start='' ><li><span>P10 最后一段 ”特征“→”样本“</span></li><li><span>P93 公式(4.36) 去掉多余右括号</span></li><li><span>P93 定理4.1 "对于任何" → "对于任意给定的"</span></li><li><span>P96 公式(4.51)旁边注 "列行向量" → "列向量"</span></li><li><span>P292 第2行， "第i维" → "第m维"</span></li><li><span>P310 "在生成样本时，首先在最顶两层进行足够多次的吉布斯采样，" → "在生成样本时，首先运行最顶层的受限玻尔兹曼机进行足够多次的吉布斯采样，在达到热平衡时生成样本"</span></li><li><span>P312 修改“作为生成模型的精调”一节的多处描述</span></li><li><span>P351 算法14.3 “初始化策略$\pi(a|s)=\frac{1}{|\mathcal{A}|}$” → "根据Q函数构建策略$\pi$"</span></li><li><span>P352 算法14.4 “初始化策略$\pi(a|s)=\frac{1}{|\mathcal{A}|}$” → "根据Q函数构建策略$\pi$"</span></li><li><span>P416 C.2.2 第4行， "梯度方法" → "梯度方向"</span></li><li><span>调整配图的颜色</span></li></ol><p> </p></div>
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