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@@ -180,6 +180,9 @@ <h1 class="menu-title">机器学习书:以高中数学视角</h1> | |
<main> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/katex.min.css"> | ||
<h1 id="卷积神经网络-cnn"><a class="header" href="#卷积神经网络-cnn">卷积神经网络 CNN</a></h1> | ||
<p><img src="https://img.shields.io/badge/LI-Artificial%20Inteligence%202-green" alt="AI2" /> | ||
<img src="https://img.shields.io/badge/LH-Neural%20Compulation-red" alt="NC" /> | ||
<img src="https://img.shields.io/badge/LH-Computer%20Vision-red" alt="CV" /></p> | ||
<p>卷积(Convolution)、填充(Padding)、步长(Stride)</p> | ||
<h2 id="卷积层-convolutional-layer"><a class="header" href="#卷积层-convolutional-layer">卷积层 Convolutional Layer</a></h2> | ||
<h2 id="动机"><a class="header" href="#动机">动机</a></h2> | ||
|
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master | ||
80fd8ef0862440b970f5b615c94d31fb9e611918 | ||
2024-11-15 05:58:21 UTC+00:00 | ||
ef0d3ec6348fa077a695a828d76a60a0443f153e | ||
2024-11-15 06:01:21 UTC+00:00 |
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@@ -179,7 +179,7 @@ <h1 class="menu-title">机器学习书:以高中数学视角</h1> | |
<div id="content" class="content"> | ||
<main> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/katex.min.css"> | ||
<h1 id="机器学习书以高中数学视角"><a class="header" href="#机器学习书以高中数学视角">机器学习书:以高中数学视角</a></h1> | ||
<p><img src="assets/cover.png" alt="" /></p> | ||
<div id="admonition-default" class="admonition admonish-warning"> | ||
<div> | ||
<p>项目还在早期阶段,内容目前还不完整且没有经过完整检查与审核,可能存在错误。可能包含部分私有内容,如有侵权请联系作者。</p> | ||
|
@@ -190,13 +190,6 @@ <h1 id="机器学习书以高中数学视角"><a class="header" href="#机器学 | |
<p>本内容可以在 <a href="https://mlbook.dev/">mlbook.dev</a> 与 <a href="https://github.com/KevinZonda/MLBook">GitHub</a> 获取。</p> | ||
</div> | ||
</div> | ||
<div id="admonition-default-2" class="admonition admonish-info"> | ||
<div> | ||
<p>谨以此书,献给我的大学三年。<br /> | ||
by KevinZonda</p> | ||
</div> | ||
</div> | ||
<p><img src="assets/cover.png" alt="" /></p> | ||
<p>而在这里将更关注于机器学习中基础的数学和理论。相信学完,你可以获得对机器学习有基础理解。当然,在这个模块中,读者并不期望拥有高深的数学知识,只期望你能够理解以及能够运用高中数学知识。</p> | ||
<p>本读物核心框架基于英国伯明翰大学本科课程 <a href="https://program-and-modules-handbook.bham.ac.uk/webhandbooks/WebHandbooks-control-servlet?Action=getModuleDetailsList&pgSubj=06&pgCrse=34238&searchTerm=002022">LC Artificial Intelligence 1 (06 34238)</a>、<a href="https://program-and-modules-handbook.bham.ac.uk/webhandbooks/WebHandbooks-control-servlet?Action=getModuleDetailsList&pgSubj=06&pgCrse=34255&searchTerm=002022">LI Artificial Intelligence 2 (06 34255)</a>、<a href="https://program-and-modules-handbook.bham.ac.uk/webhandbooks/WebHandbooks-control-servlet?Action=getModuleDetailsList&pgSubj=06&pgCrse=38965&searchTerm=002023">LH Machine Learning (06 38965)</a>、<a href="https://program-and-modules-handbook.bham.ac.uk/webhandbooks/WebHandbooks-control-servlet?Action=getModuleDetailsList&pgSubj=06&pgCrse=32167&searchTerm=002022">LH Neural Computation (06 32167)</a> 得来。内容并不完全重合。</p> | ||
<div id="admonition-适用于伯明翰大学学生的标签" class="admonition admonish-note"> | ||
|
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|
@@ -180,7 +180,7 @@ <h1 class="menu-title">机器学习书:以高中数学视角</h1> | |
<div id="content" class="content"> | ||
<main> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/katex.min.css"> | ||
<h1 id="机器学习书以高中数学视角"><a class="header" href="#机器学习书以高中数学视角">机器学习书:以高中数学视角</a></h1> | ||
<p><img src="assets/cover.png" alt="" /></p> | ||
<div id="admonition-default" class="admonition admonish-warning"> | ||
<div> | ||
<p>项目还在早期阶段,内容目前还不完整且没有经过完整检查与审核,可能存在错误。可能包含部分私有内容,如有侵权请联系作者。</p> | ||
|
@@ -191,13 +191,6 @@ <h1 id="机器学习书以高中数学视角"><a class="header" href="#机器学 | |
<p>本内容可以在 <a href="https://mlbook.dev/">mlbook.dev</a> 与 <a href="https://github.com/KevinZonda/MLBook">GitHub</a> 获取。</p> | ||
</div> | ||
</div> | ||
<div id="admonition-default-2" class="admonition admonish-info"> | ||
<div> | ||
<p>谨以此书,献给我的大学三年。<br /> | ||
by KevinZonda</p> | ||
</div> | ||
</div> | ||
<p><img src="assets/cover.png" alt="" /></p> | ||
<p>而在这里将更关注于机器学习中基础的数学和理论。相信学完,你可以获得对机器学习有基础理解。当然,在这个模块中,读者并不期望拥有高深的数学知识,只期望你能够理解以及能够运用高中数学知识。</p> | ||
<p>本读物核心框架基于英国伯明翰大学本科课程 <a href="https://program-and-modules-handbook.bham.ac.uk/webhandbooks/WebHandbooks-control-servlet?Action=getModuleDetailsList&pgSubj=06&pgCrse=34238&searchTerm=002022">LC Artificial Intelligence 1 (06 34238)</a>、<a href="https://program-and-modules-handbook.bham.ac.uk/webhandbooks/WebHandbooks-control-servlet?Action=getModuleDetailsList&pgSubj=06&pgCrse=34255&searchTerm=002022">LI Artificial Intelligence 2 (06 34255)</a>、<a href="https://program-and-modules-handbook.bham.ac.uk/webhandbooks/WebHandbooks-control-servlet?Action=getModuleDetailsList&pgSubj=06&pgCrse=38965&searchTerm=002023">LH Machine Learning (06 38965)</a>、<a href="https://program-and-modules-handbook.bham.ac.uk/webhandbooks/WebHandbooks-control-servlet?Action=getModuleDetailsList&pgSubj=06&pgCrse=32167&searchTerm=002022">LH Neural Computation (06 32167)</a> 得来。内容并不完全重合。</p> | ||
<div id="admonition-适用于伯明翰大学学生的标签" class="admonition admonish-note"> | ||
|
@@ -1666,6 +1659,9 @@ <h1 id="层layer"><a class="header" href="#层layer">层(Layer)</a></h1> | |
</code></pre> | ||
<footer id="open-on-gh">找到了问题?<a href="https://github.com/KevinZonda/MLBook/edit/master/DeepLearning/Layers.md">在 GitHub 上编辑这个页面</a></footer><div style="break-before: page; page-break-before: always;"></div><link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/katex.min.css"> | ||
<h1 id="卷积神经网络-cnn"><a class="header" href="#卷积神经网络-cnn">卷积神经网络 CNN</a></h1> | ||
<p><img src="https://img.shields.io/badge/LI-Artificial%20Inteligence%202-green" alt="AI2" /> | ||
<img src="https://img.shields.io/badge/LH-Neural%20Compulation-red" alt="NC" /> | ||
<img src="https://img.shields.io/badge/LH-Computer%20Vision-red" alt="CV" /></p> | ||
<p>卷积(Convolution)、填充(Padding)、步长(Stride)</p> | ||
<h2 id="卷积层-convolutional-layer"><a class="header" href="#卷积层-convolutional-layer">卷积层 Convolutional Layer</a></h2> | ||
<h2 id="动机-1"><a class="header" href="#动机-1">动机</a></h2> | ||
|
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