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ritchieng · Nov 6, 2023 · 3e01baf · 3e01baf
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diff --git a/404.html b/404.html
@@ -14,7 +14,7 @@
 
 
       <link rel="icon" href="/./docs/assets/favicon.ico">
-      <meta name="generator" content="mkdocs-1.5.3, mkdocs-material-7.2.4">
+      <meta name="generator" content="mkdocs-1.2.2, mkdocs-material-7.2.4">
 
 
 
@@ -136,10 +136,50 @@
 
 
 
+      <label class="md-header__button md-icon" for="__search">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
+      </label>
+
+<div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+
+          <a href="javascript:void(0)" class="md-search__icon md-icon" aria-label="Share" data-clipboard data-clipboard-text="" data-md-component="search-share" tabindex="-1">
+            <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M18 16.08c-.76 0-1.44.3-1.96.77L8.91 12.7c.05-.23.09-.46.09-.7 0-.24-.04-.47-.09-.7l7.05-4.11c.54.5 1.25.81 2.04.81a3 3 0 0 0 3-3 3 3 0 0 0-3-3 3 3 0 0 0-3 3c0 .24.04.47.09.7L8.04 9.81C7.5 9.31 6.79 9 6 9a3 3 0 0 0-3 3 3 3 0 0 0 3 3c.79 0 1.5-.31 2.04-.81l7.12 4.15c-.05.21-.08.43-.08.66 0 1.61 1.31 2.91 2.92 2.91 1.61 0 2.92-1.3 2.92-2.91A2.92 2.92 0 0 0 18 16.08z"/></svg>
+          </a>
+
+        <button type="reset" class="md-search__icon md-icon" aria-label="Clear" tabindex="-1">
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41z"/></svg>
+        </button>
+      </nav>
+
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+
 
       <div class="md-header__source">
 
-<a href="https://github.com/ritchieng/deep-learning-wizard" title="Go to repository" class="md-source" data-md-component="source">
+<a href="https://github.com/ritchieng/deep-learning-wizard/" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
 
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg>
@@ -200,7 +240,7 @@
 
     <li class="md-tabs__item">
       <a href="/deep_learning/intro/" class="md-tabs__link">
-        Deep Learning (CPU/GPU)
+        Deep Learning
       </a>
     </li>
 
@@ -216,7 +256,7 @@
 
     <li class="md-tabs__item">
       <a href="/machine_learning/intro/" class="md-tabs__link">
-        Machine Learning (CPU/GPU)
+        Machine Learning
       </a>
     </li>
 
@@ -308,7 +348,7 @@
 
     <div class="md-nav__source">
 
-<a href="https://github.com/ritchieng/deep-learning-wizard" title="Go to repository" class="md-source" data-md-component="source">
+<a href="https://github.com/ritchieng/deep-learning-wizard/" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
 
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg>
@@ -428,13 +468,13 @@
         <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_3" type="checkbox" id="__nav_3" >
 
       <label class="md-nav__link" for="__nav_3">
-        Deep Learning (CPU/GPU)
+        Deep Learning
         <span class="md-nav__icon md-icon"></span>
       </label>
-      <nav class="md-nav" aria-label="Deep Learning (CPU/GPU)" data-md-level="1">
+      <nav class="md-nav" aria-label="Deep Learning" data-md-level="1">
         <label class="md-nav__title" for="__nav_3">
           <span class="md-nav__icon md-icon"></span>
-          Deep Learning (CPU/GPU)
+          Deep Learning
         </label>
         <ul class="md-nav__list" data-md-scrollfix>
 
@@ -867,13 +907,13 @@
         <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_4" type="checkbox" id="__nav_4" >
 
       <label class="md-nav__link" for="__nav_4">
-        Machine Learning (CPU/GPU)
+        Machine Learning
         <span class="md-nav__icon md-icon"></span>
       </label>
-      <nav class="md-nav" aria-label="Machine Learning (CPU/GPU)" data-md-level="1">
+      <nav class="md-nav" aria-label="Machine Learning" data-md-level="1">
         <label class="md-nav__title" for="__nav_4">
           <span class="md-nav__icon md-icon"></span>
-          Machine Learning (CPU/GPU)
+          Machine Learning
         </label>
         <ul class="md-nav__list" data-md-scrollfix>
 
@@ -1388,7 +1428,7 @@ <h1>404 - Not found</h1>
       <div class="md-footer-copyright">
 
           <div class="md-footer-copyright__highlight">
-            Copyright &copy; 2023 Deep Learning Wizard by Ritchie Ng
+            Copyright &copy; 2018-2023 Deep Learning Wizard by Ritchie Ng
           </div>
 
 
@@ -1451,7 +1491,7 @@ <h1>404 - Not found</h1>
     <div class="md-dialog" data-md-component="dialog">
       <div class="md-dialog__inner md-typeset"></div>
     </div>
-    <script id="__config" type="application/json">{"base": "/", "features": ["content.code.annotate", "content.tabs.link", "navigation.sections", "navigation.tabs", "navigation.top", "navigation.tracking", "search.highlight", "search.share", "search.suggest"], "search": "/assets/javascripts/workers/search.709b4209.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.placeholder": "Search", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version.title": "Select version"}, "version": null}</script>
+    <script id="__config" type="application/json">{"base": "/", "features": ["content.code.annotate", "content.tabs.link", "navigation.sections", "navigation.tabs", "navigation.top", "navigation.tracking", "search.highlight", "search.share", "search.suggest"], "translations": {"clipboard.copy": "Copy to clipboard", "clipboard.copied": "Copied to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.placeholder": "Search", "search.result.placeholder": "Type to start searching", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.term.missing": "Missing", "select.version.title": "Select version"}, "search": "/assets/javascripts/workers/search.709b4209.min.js", "version": null}</script>
 
 
       <script src="/assets/javascripts/bundle.56838a2c.min.js"></script>

diff --git a/about/index.html b/about/index.html
@@ -16,7 +16,7 @@
         <link rel="canonical" href="https://www.deeplearningwizard.com/about/">
 
       <link rel="icon" href="../docs/assets/favicon.ico">
-      <meta name="generator" content="mkdocs-1.5.3, mkdocs-material-7.2.4">
+      <meta name="generator" content="mkdocs-1.2.2, mkdocs-material-7.2.4">
 
 
 
@@ -143,10 +143,50 @@
 
 
 
+      <label class="md-header__button md-icon" for="__search">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
+      </label>
+
+<div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+
+          <a href="javascript:void(0)" class="md-search__icon md-icon" aria-label="Share" data-clipboard data-clipboard-text="" data-md-component="search-share" tabindex="-1">
+            <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M18 16.08c-.76 0-1.44.3-1.96.77L8.91 12.7c.05-.23.09-.46.09-.7 0-.24-.04-.47-.09-.7l7.05-4.11c.54.5 1.25.81 2.04.81a3 3 0 0 0 3-3 3 3 0 0 0-3-3 3 3 0 0 0-3 3c0 .24.04.47.09.7L8.04 9.81C7.5 9.31 6.79 9 6 9a3 3 0 0 0-3 3 3 3 0 0 0 3 3c.79 0 1.5-.31 2.04-.81l7.12 4.15c-.05.21-.08.43-.08.66 0 1.61 1.31 2.91 2.92 2.91 1.61 0 2.92-1.3 2.92-2.91A2.92 2.92 0 0 0 18 16.08z"/></svg>
+          </a>
+
+        <button type="reset" class="md-search__icon md-icon" aria-label="Clear" tabindex="-1">
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41z"/></svg>
+        </button>
+      </nav>
+
+        <div class="md-search__suggest" data-md-component="search-suggest"></div>
+
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+
 
       <div class="md-header__source">
 
-<a href="https://github.com/ritchieng/deep-learning-wizard" title="Go to repository" class="md-source" data-md-component="source">
+<a href="https://github.com/ritchieng/deep-learning-wizard/" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
 
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg>
@@ -209,7 +249,7 @@
 
     <li class="md-tabs__item">
       <a href="../deep_learning/intro/" class="md-tabs__link">
-        Deep Learning (CPU/GPU)
+        Deep Learning
       </a>
     </li>
 
@@ -225,7 +265,7 @@
 
     <li class="md-tabs__item">
       <a href="../machine_learning/intro/" class="md-tabs__link">
-        Machine Learning (CPU/GPU)
+        Machine Learning
       </a>
     </li>
 
@@ -317,7 +357,7 @@
 
     <div class="md-nav__source">
 
-<a href="https://github.com/ritchieng/deep-learning-wizard" title="Go to repository" class="md-source" data-md-component="source">
+<a href="https://github.com/ritchieng/deep-learning-wizard/" title="Go to repository" class="md-source" data-md-component="source">
   <div class="md-source__icon md-icon">
 
     <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg>
@@ -493,13 +533,13 @@
         <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_3" type="checkbox" id="__nav_3" >
 
       <label class="md-nav__link" for="__nav_3">
-        Deep Learning (CPU/GPU)
+        Deep Learning
         <span class="md-nav__icon md-icon"></span>
       </label>
-      <nav class="md-nav" aria-label="Deep Learning (CPU/GPU)" data-md-level="1">
+      <nav class="md-nav" aria-label="Deep Learning" data-md-level="1">
         <label class="md-nav__title" for="__nav_3">
           <span class="md-nav__icon md-icon"></span>
-          Deep Learning (CPU/GPU)
+          Deep Learning
         </label>
         <ul class="md-nav__list" data-md-scrollfix>
 
@@ -932,13 +972,13 @@
         <input class="md-nav__toggle md-toggle" data-md-toggle="__nav_4" type="checkbox" id="__nav_4" >
 
       <label class="md-nav__link" for="__nav_4">
-        Machine Learning (CPU/GPU)
+        Machine Learning
         <span class="md-nav__icon md-icon"></span>
       </label>
-      <nav class="md-nav" aria-label="Machine Learning (CPU/GPU)" data-md-level="1">
+      <nav class="md-nav" aria-label="Machine Learning" data-md-level="1">
         <label class="md-nav__title" for="__nav_4">
           <span class="md-nav__icon md-icon"></span>
-          Machine Learning (CPU/GPU)
+          Machine Learning
         </label>
         <ul class="md-nav__list" data-md-scrollfix>
 
@@ -1594,7 +1634,7 @@ <h2 id="citation">Citation<a class="headerlink" href="#citation" title="Permanen
       <div class="md-footer-copyright">
 
           <div class="md-footer-copyright__highlight">
-            Copyright &copy; 2023 Deep Learning Wizard by Ritchie Ng
+            Copyright &copy; 2018-2023 Deep Learning Wizard by Ritchie Ng
           </div>
 
 
@@ -1657,7 +1697,7 @@ <h2 id="citation">Citation<a class="headerlink" href="#citation" title="Permanen
     <div class="md-dialog" data-md-component="dialog">
       <div class="md-dialog__inner md-typeset"></div>
     </div>
-    <script id="__config" type="application/json">{"base": "..", "features": ["content.code.annotate", "content.tabs.link", "navigation.sections", "navigation.tabs", "navigation.top", "navigation.tracking", "search.highlight", "search.share", "search.suggest"], "search": "../assets/javascripts/workers/search.709b4209.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.placeholder": "Search", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version.title": "Select version"}, "version": null}</script>
+    <script id="__config" type="application/json">{"base": "..", "features": ["content.code.annotate", "content.tabs.link", "navigation.sections", "navigation.tabs", "navigation.top", "navigation.tracking", "search.highlight", "search.share", "search.suggest"], "translations": {"clipboard.copy": "Copy to clipboard", "clipboard.copied": "Copied to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.placeholder": "Search", "search.result.placeholder": "Type to start searching", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.term.missing": "Missing", "select.version.title": "Select version"}, "search": "../assets/javascripts/workers/search.709b4209.min.js", "version": null}</script>
 
 
       <script src="../assets/javascripts/bundle.56838a2c.min.js"></script>