update docs to 0.4.0 (#411)

Author: vincentqb

_modules/index.html

@@ -28,13 +28,33 @@
   <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
   <!-- <link rel="stylesheet" href="../_static/pygments.css" type="text/css" /> -->
   <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/katex.min.css" type="text/css" />
-  <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].0/dist/katex.min.css" type="text/css" />
+  <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].2/dist/katex.min.css" type="text/css" />
   <link rel="stylesheet" href="../_static/katex-math.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" /> 
 
 
   <script src="../_static/js/modernizr.min.js"></script>
+
+  <!-- Preload the theme fonts -->
+
+<link rel="preload" href="../_static/fonts/FreightSans/freight-sans-book.woff2" as="font" type="font/woff2" crossorigin="anonymous">
+<link rel="preload" href="../_static/fonts/FreightSans/freight-sans-medium.woff2" as="font" type="font/woff2" crossorigin="anonymous">
+<link rel="preload" href="../_static/fonts/IBMPlexMono/IBMPlexMono-Medium.woff2" as="font" type="font/woff2" crossorigin="anonymous">
+<link rel="preload" href="../_static/fonts/FreightSans/freight-sans-bold.woff2" as="font" type="font/woff2" crossorigin="anonymous">
+<link rel="preload" href="../_static/fonts/FreightSans/freight-sans-medium-italic.woff2" as="font" type="font/woff2" crossorigin="anonymous">
+<link rel="preload" href="../_static/fonts/IBMPlexMono/IBMPlexMono-SemiBold.woff2" as="font" type="font/woff2" crossorigin="anonymous">
+
+<!-- Preload the katex fonts -->
+
+<link rel="preload" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/fonts/KaTeX_Math-Italic.woff2" as="font" type="font/woff2" crossorigin="anonymous">
+<link rel="preload" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/fonts/KaTeX_Main-Regular.woff2" as="font" type="font/woff2" crossorigin="anonymous">
+<link rel="preload" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/fonts/KaTeX_Main-Bold.woff2" as="font" type="font/woff2" crossorigin="anonymous">
+<link rel="preload" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/fonts/KaTeX_Size1-Regular.woff2" as="font" type="font/woff2" crossorigin="anonymous">
+<link rel="preload" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/fonts/KaTeX_Size4-Regular.woff2" as="font" type="font/woff2" crossorigin="anonymous">
+<link rel="preload" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/fonts/KaTeX_Size2-Regular.woff2" as="font" type="font/woff2" crossorigin="anonymous">
+<link rel="preload" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/fonts/KaTeX_Size3-Regular.woff2" as="font" type="font/woff2" crossorigin="anonymous">
+<link rel="preload" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/fonts/KaTeX_Caligraphic-Regular.woff2" as="font" type="font/woff2" crossorigin="anonymous">
 </head>
 
 <div class="container-fluid header-holder tutorials-header" id="header-holder">
@@ -49,11 +69,25 @@
           </li>
 
           <li>
-            <a href="https://pytorch.org/features">Features</a>
+            <div class="ecosystem-dropdown">
+              <a id="dropdownMenuButton" data-toggle="ecosystem-dropdown">
+                Ecosystem
+              </a>
+              <div class="ecosystem-dropdown-menu">
+                <a class="nav-dropdown-item" href="https://pytorch.org/hub"">
+                  <span class=dropdown-title>Models (Beta)</span>
+                  <p>Discover, publish, and reuse pre-trained models</p>
+                </a>
+                <a class="nav-dropdown-item" href="https://pytorch.org/ecosystem">
+                  <span class=dropdown-title>Tools & Libraries</span>
+                  <p>Explore the ecosystem of tools and libraries</p>
+                </a>
+              </div>
+            </div>
           </li>
 
           <li>
-            <a href="https://pytorch.org/ecosystem">Ecosystem</a>
+            <a href="https://pytorch.org/mobile">Mobile</a>
           </li>
 
           <li>
@@ -69,7 +103,21 @@
           </li>
 
           <li>
-            <a href="https://pytorch.org/resources">Resources</a>
+            <div class="resources-dropdown">
+              <a id="resourcesDropdownButton" data-toggle="resources-dropdown">
+                Resources
+              </a>
+              <div class="resources-dropdown-menu">
+                <a class="nav-dropdown-item" href="https://pytorch.org/resources"">
+                  <span class=dropdown-title>Developer Resources</span>
+                  <p>Find resources and get questions answered</p>
+                </a>
+                <a class="nav-dropdown-item" href="https://pytorch.org/features">
+                  <span class=dropdown-title>About</span>
+                  <p>Learn about PyTorch’s features and capabilities</p>
+                </a>
+              </div>
+            </div>
           </li>
 
           <li>
@@ -211,14 +259,14 @@
              <article itemprop="articleBody" id="pytorch-article" class="pytorch-article">
 
   <h1>All modules for which code is available</h1>
-<ul><li><a href="torch/_C.html">torch._C</a></li>
-<li><a href="torchaudio.html">torchaudio</a></li>
+<ul><li><a href="torchaudio.html">torchaudio</a></li>
 <ul><li><a href="torchaudio/compliance/kaldi.html">torchaudio.compliance.kaldi</a></li>
+<li><a href="torchaudio/datasets/commonvoice.html">torchaudio.datasets.commonvoice</a></li>
+<li><a href="torchaudio/datasets/librispeech.html">torchaudio.datasets.librispeech</a></li>
 <li><a href="torchaudio/datasets/vctk.html">torchaudio.datasets.vctk</a></li>
 <li><a href="torchaudio/datasets/yesno.html">torchaudio.datasets.yesno</a></li>
 <li><a href="torchaudio/functional.html">torchaudio.functional</a></li>
 <li><a href="torchaudio/kaldi_io.html">torchaudio.kaldi_io</a></li>
-<li><a href="torchaudio/legacy.html">torchaudio.legacy</a></li>
 <li><a href="torchaudio/sox_effects.html">torchaudio.sox_effects</a></li>
 <li><a href="torchaudio/transforms.html">torchaudio.transforms</a></li>
 </ul></ul>
@@ -273,8 +321,8 @@ <h1>All modules for which code is available</h1>
          <script type="text/javascript" src="../_static/underscore.js"></script>
          <script type="text/javascript" src="../_static/doctools.js"></script>
          <script type="text/javascript" src="../_static/language_data.js"></script>
-         <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/[email protected].0/dist/katex.min.js"></script>
-         <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/[email protected].0/dist/contrib/auto-render.min.js"></script>
+         <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/[email protected].2/dist/katex.min.js"></script>
+         <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/[email protected].2/dist/contrib/auto-render.min.js"></script>
          <script type="text/javascript" src="../_static/katex_autorenderer.js"></script>
 
 
@@ -416,15 +464,23 @@ <h2>Resources</h2>
       <div class="main-menu">
         <ul>
           <li>
-            <a href="#">Get Started</a>
+            <a href="https://pytorch.org/get-started">Get Started</a>
+          </li>
+
+          <li>
+            <a href="https://pytorch.org/features">Features</a>
+          </li>
+
+          <li>
+            <a href="https://pytorch.org/ecosystem">Ecosystem</a>
           </li>
 
           <li>
-            <a href="#">Features</a>
+            <a href="https://pytorch.org/mobile">Mobile</a>
           </li>
 
           <li>
-            <a href="#">Ecosystem</a>
+            <a href="https://pytorch.org/hub">PyTorch Hub</a>
           </li>
 
           <li>
@@ -463,6 +519,7 @@ <h2>Resources</h2>
       sideMenus.bind();
       scrollToAnchor.bind();
       highlightNavigation.bind();
+      mainMenuDropdown.bind();
 
       // Add class to links that have code blocks, since we cannot create links in code blocks
       $("article.pytorch-article a span.pre").each(function(e) {