diff --git "a/2023/\346\267\261\345\272\246\345\255\246\344\271\240\344\270\255\347\232\204\346\255\243\345\210\231\345\214\226/index.html" "b/2023/\346\267\261\345\272\246\345\255\246\344\271\240\344\270\255\347\232\204\346\255\243\345\210\231\345\214\226/index.html"
index 18449a7..c855a81 100644
--- "a/2023/\346\267\261\345\272\246\345\255\246\344\271\240\344\270\255\347\232\204\346\255\243\345\210\231\345\214\226/index.html"
+++ "b/2023/\346\267\261\345\272\246\345\255\246\344\271\240\344\270\255\347\232\204\346\255\243\345\210\231\345\214\226/index.html"
@@ -84,7 +84,7 @@ <h1 id="reference">Reference</h1>
             s.src = '//' + 'nothing' + '.disqus.com/embed.js';
             s.setAttribute('data-timestamp', +new Date());
             (d.head || d.body).appendChild(s);
-        })();</script></div></div></div><div class="column column-left is-4-tablet is-4-desktop is-3-widescreen  order-1"><div class="card widget" data-type="profile"><div class="card-content"><nav class="level"><div class="level-item has-text-centered flex-shrink-1"><div><figure class="image is-128x128 mx-auto mb-2"><img class="avatar" src="/img/avatar.png" alt="Rick Wang"></figure><p class="title is-size-4 is-block" style="line-height:inherit;">Rick Wang</p><p class="is-size-6 is-block">AI Engineering ComputerVision MachineLearning</p><p class="is-size-6 is-flex justify-content-center"><i class="fas fa-map-marker-alt mr-1"></i><span>Shanghai China</span></p></div></div></nav><nav class="level is-mobile"><div class="level-item has-text-centered is-marginless"><div><p class="heading">Posts</p><a href="/archives"><p class="title">4</p></a></div></div><div class="level-item has-text-centered is-marginless"><div><p class="heading">Categories</p><a href="/categories"><p 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href="/2023/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E4%B8%AD%E7%9A%84%E6%AD%A3%E5%88%99%E5%8C%96/">深度学习中的正则化</a></p></div></article></div></div><div class="card widget" data-type="archives"><div class="card-content"><div class="menu"><h3 class="menu-label">Archives</h3><ul class="menu-list"><li><a class="level is-mobile" href="/archives/2024/"><span class="level-start"><span class="level-item">2024</span></span><span class="level-end"><span class="level-item tag">3</span></span></a></li><li><a class="level is-mobile" href="/archives/2023/"><span class="level-start"><span class="level-item">2023</span></span><span class="level-end"><span class="level-item tag">1</span></span></a></li></ul></div></div></div><div class="card widget" data-type="tags"><div class="card-content"><div class="menu"><h3 class="menu-label">Tags</h3><div class="field is-grouped is-grouped-multiline"><div class="control"><a class="tags has-addons" href="/tags/DGM/"><span class="tag">DGM</span><span 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href="/2024/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%9A%84%E4%B8%A4%E7%A7%8D%E7%90%86%E8%A7%A3%E8%A7%92%E5%BA%A6/">贝叶斯的两个理解角度</a></p></div></article><article class="media"><div class="media-content"><p class="date"><time dateTime="2024-04-25T16:00:00.000Z">2024-04-26</time></p><p class="title"><a href="/2024/VAE%EF%BC%9A%E5%8F%98%E5%88%86%E6%8E%A8%E6%96%AD%E3%80%81MC%E4%BC%B0%E8%AE%A1%E5%92%8C%E9%87%8D%E8%A6%81%E6%80%A7%E9%87%87%E6%A0%B7/">VAE：变分推断、MC估计和重要性采样</a></p></div></article><article class="media"><div class="media-content"><p class="date"><time dateTime="2023-09-12T19:11:35.000Z">2023-09-13</time></p><p class="title"><a href="/2023/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E4%B8%AD%E7%9A%84%E6%AD%A3%E5%88%99%E5%8C%96/">深度学习中的正则化</a></p></div></article></div></div><div class="card widget" data-type="archives"><div class="card-content"><div class="menu"><h3 class="menu-label">Archives</h3><ul class="menu-list"><li><a class="level is-mobile" href="/archives/2024/"><span class="level-start"><span class="level-item">2024</span></span><span class="level-end"><span class="level-item tag">3</span></span></a></li><li><a class="level is-mobile" href="/archives/2023/"><span class="level-start"><span class="level-item">2023</span></span><span class="level-end"><span class="level-item tag">1</span></span></a></li></ul></div></div></div><div class="card widget" data-type="tags"><div class="card-content"><div class="menu"><h3 class="menu-label">Tags</h3><div class="field is-grouped is-grouped-multiline"><div class="control"><a class="tags has-addons" href="/tags/DGM/"><span class="tag">DGM</span><span class="tag">1</span></a></div><div class="control"><a class="tags has-addons" href="/tags/LVM/"><span class="tag">LVM</span><span class="tag">1</span></a></div><div class="control"><a class="tags has-addons" href="/tags/VAE/"><span class="tag">VAE</span><span class="tag">1</span></a></div><div class="control"><a class="tags has-addons" href="/tags/%E6%A6%82%E7%8E%87%E8%AE%BA-ML%E6%95%B0%E5%AD%A6/"><span class="tag">概率论 ML数学</span><span class="tag">1</span></a></div><div class="control"><a class="tags has-addons" href="/tags/%E6%AD%A3%E5%88%99%E5%8C%96/"><span class="tag">正则化</span><span class="tag">1</span></a></div></div></div></div></div></div></div></div></section><footer class="footer"><div class="container"><div class="level"><div class="level-start"><a class="footer-logo is-block mb-2" href="/"><img src="/img/agumon.svg" alt="Rick Universe" height="28"></a><p class="is-size-7"><span>&copy; 2024 Rick Wang</span>  Powered by <a href="https://hexo.io/" target="_blank" rel="noopener">Hexo</a> &amp; <a href="https://github.com/ppoffice/hexo-theme-icarus" target="_blank" rel="noopener">Icarus</a><br><span id="busuanzi_container_site_uv">Visited by <span id="busuanzi_value_site_uv">0</span> users</span></p><p class="is-size-7">© 2019</p></div><div class="level-end"><div class="field has-addons"><p class="control"><a 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diff --git a/2024/GAN/index.html b/2024/GAN/index.html
index ecb1a58..a8d302e 100644
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class="title">0</p></a></div></div><div class="level-item has-text-centered is-marginless"><div><p class="heading">Tags</p><a href="/tags"><p class="title">5</p></a></div></div></nav><div class="level"><a class="level-item button is-primary is-rounded" href="https://github.com/Rickustc" target="_blank" rel="noopener">Follow</a></div><div class="level is-mobile is-multiline"><a class="level-item button is-transparent is-marginless" target="_blank" rel="noopener" title="Github" href="https://github.com/Rickustc"><i class="fab fa-github"></i></a><a class="level-item button is-transparent is-marginless" target="_blank" rel="noopener" title="Facebook" href="https://facebook.com"><i class="fab fa-facebook"></i></a><a class="level-item button is-transparent is-marginless" target="_blank" rel="noopener" title="Twitter" href="https://twitter.com/rick_drb"><i class="fab fa-twitter"></i></a><a class="level-item button is-transparent is-marginless" target="_blank" rel="noopener" title="Dribbble" 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diff --git "a/2024/VAE\357\274\232\345\217\230\345\210\206\346\216\250\346\226\255\343\200\201MC\344\274\260\350\256\241\345\222\214\351\207\215\350\246\201\346\200\247\351\207\207\346\240\267/index.html" "b/2024/VAE\357\274\232\345\217\230\345\210\206\346\216\250\346\226\255\343\200\201MC\344\274\260\350\256\241\345\222\214\351\207\215\350\246\201\346\200\247\351\207\207\346\240\267/index.html"
index af6e79e..cf1c5ab 100644
--- "a/2024/VAE\357\274\232\345\217\230\345\210\206\346\216\250\346\226\255\343\200\201MC\344\274\260\350\256\241\345\222\214\351\207\215\350\246\201\346\200\247\351\207\207\346\240\267/index.html"
+++ "b/2024/VAE\357\274\232\345\217\230\345\210\206\346\216\250\346\226\255\343\200\201MC\344\274\260\350\256\241\345\222\214\351\207\215\350\246\201\346\200\247\351\207\207\346\240\267/index.html"
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index 7a13730..622876d 100644
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diff --git a/index.html b/index.html
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--- a/index.html
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@@ -39,7 +39,7 @@
 <strong>impossible</strong>, whatever remains, however
 <strong>improbable</strong>, must be the truth...</p></div><a class="article-more button is-small is-size-7" href="/2024/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%9A%84%E4%B8%A4%E7%A7%8D%E7%90%86%E8%A7%A3%E8%A7%92%E5%BA%A6/#more">Read more</a></article></div><div class="card"><article class="card-content article" role="article"><div class="article-meta is-size-7 is-uppercase level is-mobile"><div class="level-left"><span class="level-item">Posted&nbsp;<time dateTime="2024-04-25T16:00:00.000Z" title="2024/4/26上午12:00:00">2024-04-26</time></span><span class="level-item">Updated&nbsp;<time dateTime="2024-04-27T11:45:24.883Z" title="2024/4/27下午7:45:24">2024-04-27</time></span><span class="level-item">9 minutes read (About 1411 words)</span></div></div><p class="title is-3 is-size-4-mobile"><a class="link-muted" href="/2024/VAE%EF%BC%9A%E5%8F%98%E5%88%86%E6%8E%A8%E6%96%AD%E3%80%81MC%E4%BC%B0%E8%AE%A1%E5%92%8C%E9%87%8D%E8%A6%81%E6%80%A7%E9%87%87%E6%A0%B7/">VAE：变分推断、MC估计和重要性采样</a></p><div class="content"><p>本文将从表征学习的角度以及隐变量模型的角度探讨VAE模型，重点讲述VAE的三个技术</p></div><a class="article-more button is-small is-size-7" href="/2024/VAE%EF%BC%9A%E5%8F%98%E5%88%86%E6%8E%A8%E6%96%AD%E3%80%81MC%E4%BC%B0%E8%AE%A1%E5%92%8C%E9%87%8D%E8%A6%81%E6%80%A7%E9%87%87%E6%A0%B7/#more">Read more</a></article></div><div class="card"><article class="card-content article" role="article"><div class="article-meta is-size-7 is-uppercase level is-mobile"><div class="level-left"><span class="level-item">Posted&nbsp;<time dateTime="2023-09-12T19:11:35.000Z" title="2023/9/13上午3:11:35">2023-09-13</time></span><span class="level-item">Updated&nbsp;<time dateTime="2024-04-27T05:46:07.172Z" title="2024/4/27下午1:46:07">2024-04-27</time></span><span class="level-item">3 minutes read (About 511 words)</span></div></div><p class="title is-3 is-size-4-mobile"><a class="link-muted" href="/2023/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E4%B8%AD%E7%9A%84%E6%AD%A3%E5%88%99%E5%8C%96/">深度学习中的正则化</a></p><div class="content"><p>最近在看集成学习，集成学习中对基学习器的要求是和而不同，及满足两个条件：误差
 <span class="math inline">\(\epsilon
-&lt;0.5\)</span>且具有多样性，由此引出一系列多样性方法，其和正则化非常类似。借助课上提到的框架对正则化进行梳理。并且试图统一绝大部分ml和dl的正则化方法</div><a class="article-more button is-small is-size-7" href="/2023/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E4%B8%AD%E7%9A%84%E6%AD%A3%E5%88%99%E5%8C%96/#more">Read more</a></article></div></div><div class="column column-left is-4-tablet is-4-desktop is-3-widescreen  order-1"><div class="card widget" data-type="profile"><div class="card-content"><nav class="level"><div class="level-item has-text-centered flex-shrink-1"><div><figure class="image is-128x128 mx-auto mb-2"><img class="avatar" src="/img/avatar.png" alt="Rick Wang"></figure><p class="title is-size-4 is-block" style="line-height:inherit;">Rick Wang</p><p class="is-size-6 is-block">AI Engineering ComputerVision MachineLearning</p><p class="is-size-6 is-flex justify-content-center"><i class="fas fa-map-marker-alt mr-1"></i><span>Shanghai China</span></p></div></div></nav><nav class="level is-mobile"><div class="level-item has-text-centered 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dateTime="2024-04-26T08:11:47.000Z">2024-04-26</time></p><p class="title"><a href="/2024/GAN/">GAN</a></p></div></article><article class="media"><div class="media-content"><p class="date"><time dateTime="2024-04-25T17:00:35.000Z">2024-04-26</time></p><p class="title"><a href="/2024/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%9A%84%E4%B8%A4%E7%A7%8D%E7%90%86%E8%A7%A3%E8%A7%92%E5%BA%A6/">贝叶斯的两个理解角度</a></p></div></article><article class="media"><div class="media-content"><p class="date"><time dateTime="2024-04-25T16:00:00.000Z">2024-04-26</time></p><p class="title"><a href="/2024/VAE%EF%BC%9A%E5%8F%98%E5%88%86%E6%8E%A8%E6%96%AD%E3%80%81MC%E4%BC%B0%E8%AE%A1%E5%92%8C%E9%87%8D%E8%A6%81%E6%80%A7%E9%87%87%E6%A0%B7/">VAE：变分推断、MC估计和重要性采样</a></p></div></article><article class="media"><div class="media-content"><p class="date"><time dateTime="2023-09-12T19:11:35.000Z">2023-09-13</time></p><p class="title"><a 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index 9e3f5d8..15a4e21 100644
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 <strong>impossible</strong>, whatever remains, however
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class="media-content"><p class="date"><time dateTime="2024-04-25T17:00:35.000Z">2024-04-26</time></p><p class="title"><a href="/2024/%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%9A%84%E4%B8%A4%E7%A7%8D%E7%90%86%E8%A7%A3%E8%A7%92%E5%BA%A6/">贝叶斯的两个理解角度</a></p></div></article><article class="media"><div class="media-content"><p class="date"><time dateTime="2024-04-25T16:00:00.000Z">2024-04-26</time></p><p class="title"><a href="/2024/VAE%EF%BC%9A%E5%8F%98%E5%88%86%E6%8E%A8%E6%96%AD%E3%80%81MC%E4%BC%B0%E8%AE%A1%E5%92%8C%E9%87%8D%E8%A6%81%E6%80%A7%E9%87%87%E6%A0%B7/">VAE：变分推断、MC估计和重要性采样</a></p></div></article><article class="media"><div class="media-content"><p class="date"><time dateTime="2023-09-12T19:11:35.000Z">2023-09-13</time></p><p class="title"><a href="/2023/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E4%B8%AD%E7%9A%84%E6%AD%A3%E5%88%99%E5%8C%96/">深度学习中的正则化</a></p></div></article></div></div><div class="card widget" data-type="archives"><div class="card-content"><div class="menu"><h3 class="menu-label">Archives</h3><ul class="menu-list"><li><a class="level is-mobile" href="/archives/2024/"><span class="level-start"><span class="level-item">2024</span></span><span class="level-end"><span class="level-item tag">3</span></span></a></li><li><a class="level is-mobile" href="/archives/2023/"><span class="level-start"><span class="level-item">2023</span></span><span class="level-end"><span class="level-item tag">1</span></span></a></li></ul></div></div></div><div class="card widget" data-type="tags"><div class="card-content"><div class="menu"><h3 class="menu-label">Tags</h3><div class="field is-grouped is-grouped-multiline"><div class="control"><a class="tags has-addons" href="/tags/DGM/"><span class="tag">DGM</span><span class="tag">1</span></a></div><div class="control"><a class="tags has-addons" href="/tags/LVM/"><span class="tag">LVM</span><span class="tag">1</span></a></div><div class="control"><a class="tags has-addons" href="/tags/VAE/"><span class="tag">VAE</span><span class="tag">1</span></a></div><div class="control"><a class="tags has-addons" href="/tags/%E6%A6%82%E7%8E%87%E8%AE%BA-ML%E6%95%B0%E5%AD%A6/"><span class="tag">概率论 ML数学</span><span class="tag">1</span></a></div><div class="control"><a class="tags has-addons" href="/tags/%E6%AD%A3%E5%88%99%E5%8C%96/"><span class="tag">正则化</span><span class="tag">1</span></a></div></div></div></div></div></div></div></div></section><footer class="footer"><div class="container"><div class="level"><div class="level-start"><a class="footer-logo is-block mb-2" href="/"><img src="/img/agumon.svg" alt="Rick Universe" height="28"></a><p class="is-size-7"><span>&copy; 2024 Rick Wang</span>  Powered by <a href="https://hexo.io/" target="_blank" rel="noopener">Hexo</a> &amp; <a href="https://github.com/ppoffice/hexo-theme-icarus" target="_blank" rel="noopener">Icarus</a><br><span id="busuanzi_container_site_uv">Visited by <span id="busuanzi_value_site_uv">0</span> users</span></p><p 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diff --git "a/tags/\346\255\243\345\210\231\345\214\226/index.html" "b/tags/\346\255\243\345\210\231\345\214\226/index.html"
index 5363777..ac969c2 100644
--- "a/tags/\346\255\243\345\210\231\345\214\226/index.html"
+++ "b/tags/\346\255\243\345\210\231\345\214\226/index.html"
@@ -36,7 +36,7 @@
   </script><!-- hexo injector head_end end --><meta name="generator" content="Hexo 6.3.0"><link rel="alternate" href="/atom.xml" title="Rick Universe" type="application/atom+xml">
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 <span class="math inline">\(\epsilon
-&lt;0.5\)</span>且具有多样性，由此引出一系列多样性方法，其和正则化非常类似。借助课上提到的框架对正则化进行梳理。并且试图统一绝大部分ml和dl的正则化方法</div><a class="article-more button is-small is-size-7" href="/2023/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E4%B8%AD%E7%9A%84%E6%AD%A3%E5%88%99%E5%8C%96/#more">Read more</a></article></div></div><div class="column column-left is-4-tablet is-4-desktop is-3-widescreen  order-1"><div class="card widget" data-type="profile"><div class="card-content"><nav class="level"><div class="level-item has-text-centered flex-shrink-1"><div><figure class="image is-128x128 mx-auto mb-2"><img class="avatar" src="/img/avatar.png" alt="Rick Wang"></figure><p class="title is-size-4 is-block" style="line-height:inherit;">Rick Wang</p><p class="is-size-6 is-block">AI Engineering ComputerVision MachineLearning</p><p class="is-size-6 is-flex justify-content-center"><i class="fas fa-map-marker-alt mr-1"></i><span>Shanghai China</span></p></div></div></nav><nav class="level is-mobile"><div class="level-item has-text-centered 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