diff --git a/latest/basics.html b/latest/contributing.html
similarity index 74%
rename from latest/basics.html
rename to latest/contributing.html
index bdd032a9..9a78e414 100644
--- a/latest/basics.html
+++ b/latest/contributing.html
@@ -4,7 +4,7 @@
     <meta charset="UTF-8"/>
     <meta name="viewport" content="width=device-width, initial-scale=1.0"/>
     <title>
-Basics · Flux
+Contributing &amp; Help · Flux
     </title>
     <script>
 (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
@@ -52,22 +52,34 @@ Home
 Getting Started
           </span>
           <ul>
-            <li class="current">
-              <a class="toctext" href="basics.html">
+            <li>
+              <a class="toctext" href="manual/basics.html">
 Basics
               </a>
-              <ul class="internal">
-                <li>
-                  <a class="toctext" href="#*Charging-Ion-Capacitors*-1">
-                    <em>
-Charging Ion Capacitors
-                    </em>
-                  </a>
-                </li>
-              </ul>
+            </li>
+            <li>
+              <a class="toctext" href="manual/custom.html">
+Custom Layers
+              </a>
+            </li>
+            <li>
+              <a class="toctext" href="manual/recurrent.html">
+Recurrence
+              </a>
+            </li>
+            <li>
+              <a class="toctext" href="manual/debugging.html">
+Debugging
+              </a>
             </li>
           </ul>
         </li>
+        <li class="current">
+          <a class="toctext" href="contributing.html">
+Contributing &amp; Help
+          </a>
+          <ul class="internal"></ul>
+        </li>
       </ul>
     </nav>
     <article id="docs">
@@ -75,15 +87,12 @@ Charging Ion Capacitors
         <nav>
           <ul>
             <li>
-Getting Started
-            </li>
-            <li>
-              <a href="basics.html">
-Basics
+              <a href="contributing.html">
+Contributing &amp; Help
               </a>
             </li>
           </ul>
-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/7e4cb63967bb912b92cf990deabb45a56207e433/docs/src/basics.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d3ff70f966718f8b9ebd04285558953f508ee66/docs/src/contributing.md">
             <span class="fa">
 
             </span>
@@ -93,25 +102,21 @@ Basics
         <hr/>
       </header>
       <h1>
-        <a class="nav-anchor" id="Basic-Usage-1" href="#Basic-Usage-1">
-Basic Usage
+        <a class="nav-anchor" id="Contributing-1" href="#Contributing-1">
+Contributing
         </a>
       </h1>
-      <h2>
-        <a class="nav-anchor" id="*Charging-Ion-Capacitors*-1" href="#*Charging-Ion-Capacitors*-1">
-          <em>
-Charging Ion Capacitors
-          </em>
-        </a>
-      </h2>
+      <p>
+[WIP]
+      </p>
       <footer>
         <hr/>
-        <a class="previous" href="index.html">
+        <a class="previous" href="manual/debugging.html">
           <span class="direction">
 Previous
           </span>
           <span class="title">
-Home
+Debugging
           </span>
         </a>
       </footer>
diff --git a/latest/index.html b/latest/index.html
index 0fd3ccb2..6b897348 100644
--- a/latest/index.html
+++ b/latest/index.html
@@ -54,12 +54,32 @@ Getting Started
           </span>
           <ul>
             <li>
-              <a class="toctext" href="basics.html">
+              <a class="toctext" href="manual/basics.html">
 Basics
               </a>
             </li>
+            <li>
+              <a class="toctext" href="manual/custom.html">
+Custom Layers
+              </a>
+            </li>
+            <li>
+              <a class="toctext" href="manual/recurrent.html">
+Recurrence
+              </a>
+            </li>
+            <li>
+              <a class="toctext" href="manual/debugging.html">
+Debugging
+              </a>
+            </li>
           </ul>
         </li>
+        <li>
+          <a class="toctext" href="contributing.html">
+Contributing &amp; Help
+          </a>
+        </li>
       </ul>
     </nav>
     <article id="docs">
@@ -72,7 +92,7 @@ Home
               </a>
             </li>
           </ul>
-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/7e4cb63967bb912b92cf990deabb45a56207e433/docs/src/index.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d3ff70f966718f8b9ebd04285558953f508ee66/docs/src/index.md">
             <span class="fa">
 
             </span>
@@ -104,7 +124,7 @@ does
       </p>
       <footer>
         <hr/>
-        <a class="next" href="basics.html">
+        <a class="next" href="manual/basics.html">
           <span class="direction">
 Next
           </span>
diff --git a/latest/manual/basics.html b/latest/manual/basics.html
new file mode 100644
index 00000000..abcda8ab
--- /dev/null
+++ b/latest/manual/basics.html
@@ -0,0 +1,138 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8"/>
+    <meta name="viewport" content="width=device-width, initial-scale=1.0"/>
+    <title>
+Basics · Flux
+    </title>
+    <script>
+(function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+(i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
+m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+})(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
+
+ga('create', 'UA-36890222-9', 'auto');
+ga('send', 'pageview');
+
+    </script>
+    <link href="https://cdnjs.cloudflare.com/ajax/libs/normalize/4.2.0/normalize.min.css" rel="stylesheet" type="text/css"/>
+    <link href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/9.5.0/styles/default.min.css" rel="stylesheet" type="text/css"/>
+    <link href="https://fonts.googleapis.com/css?family=Lato|Ubuntu+Mono" rel="stylesheet" type="text/css"/>
+    <link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" type="text/css"/>
+    <link href="../assets/documenter.css" rel="stylesheet" type="text/css"/>
+    <script>
+documenterBaseURL=".."
+    </script>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.2.0/require.min.js" data-main="../assets/documenter.js"></script>
+    <script src="../../versions.js"></script>
+    <link href="../../flux.css" rel="stylesheet" type="text/css"/>
+  </head>
+  <body>
+    <nav class="toc">
+      <h1>
+Flux
+      </h1>
+      <form class="search" action="../search.html">
+        <select id="version-selector" onChange="window.location.href=this.value">
+          <option value="#" selected="selected" disabled="disabled">
+Version
+          </option>
+        </select>
+        <input id="search-query" name="q" type="text" placeholder="Search docs"/>
+      </form>
+      <ul>
+        <li>
+          <a class="toctext" href="../index.html">
+Home
+          </a>
+        </li>
+        <li>
+          <span class="toctext">
+Getting Started
+          </span>
+          <ul>
+            <li class="current">
+              <a class="toctext" href="basics.html">
+Basics
+              </a>
+              <ul class="internal"></ul>
+            </li>
+            <li>
+              <a class="toctext" href="custom.html">
+Custom Layers
+              </a>
+            </li>
+            <li>
+              <a class="toctext" href="recurrent.html">
+Recurrence
+              </a>
+            </li>
+            <li>
+              <a class="toctext" href="debugging.html">
+Debugging
+              </a>
+            </li>
+          </ul>
+        </li>
+        <li>
+          <a class="toctext" href="../contributing.html">
+Contributing &amp; Help
+          </a>
+        </li>
+      </ul>
+    </nav>
+    <article id="docs">
+      <header>
+        <nav>
+          <ul>
+            <li>
+Getting Started
+            </li>
+            <li>
+              <a href="basics.html">
+Basics
+              </a>
+            </li>
+          </ul>
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d3ff70f966718f8b9ebd04285558953f508ee66/docs/src/manual/basics.md">
+            <span class="fa">
+
+            </span>
+ Edit on GitHub
+          </a>
+        </nav>
+        <hr/>
+      </header>
+      <h1>
+        <a class="nav-anchor" id="Basic-Usage-1" href="#Basic-Usage-1">
+Basic Usage
+        </a>
+      </h1>
+      <p>
+        <em>
+Charging Ion Capacitors
+        </em>
+      </p>
+      <footer>
+        <hr/>
+        <a class="previous" href="../index.html">
+          <span class="direction">
+Previous
+          </span>
+          <span class="title">
+Home
+          </span>
+        </a>
+        <a class="next" href="custom.html">
+          <span class="direction">
+Next
+          </span>
+          <span class="title">
+Custom Layers
+          </span>
+        </a>
+      </footer>
+    </article>
+  </body>
+</html>
diff --git a/latest/manual/custom.html b/latest/manual/custom.html
new file mode 100644
index 00000000..77359b58
--- /dev/null
+++ b/latest/manual/custom.html
@@ -0,0 +1,136 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8"/>
+    <meta name="viewport" content="width=device-width, initial-scale=1.0"/>
+    <title>
+Custom Layers · Flux
+    </title>
+    <script>
+(function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+(i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
+m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+})(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
+
+ga('create', 'UA-36890222-9', 'auto');
+ga('send', 'pageview');
+
+    </script>
+    <link href="https://cdnjs.cloudflare.com/ajax/libs/normalize/4.2.0/normalize.min.css" rel="stylesheet" type="text/css"/>
+    <link href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/9.5.0/styles/default.min.css" rel="stylesheet" type="text/css"/>
+    <link href="https://fonts.googleapis.com/css?family=Lato|Ubuntu+Mono" rel="stylesheet" type="text/css"/>
+    <link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" type="text/css"/>
+    <link href="../assets/documenter.css" rel="stylesheet" type="text/css"/>
+    <script>
+documenterBaseURL=".."
+    </script>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.2.0/require.min.js" data-main="../assets/documenter.js"></script>
+    <script src="../../versions.js"></script>
+    <link href="../../flux.css" rel="stylesheet" type="text/css"/>
+  </head>
+  <body>
+    <nav class="toc">
+      <h1>
+Flux
+      </h1>
+      <form class="search" action="../search.html">
+        <select id="version-selector" onChange="window.location.href=this.value">
+          <option value="#" selected="selected" disabled="disabled">
+Version
+          </option>
+        </select>
+        <input id="search-query" name="q" type="text" placeholder="Search docs"/>
+      </form>
+      <ul>
+        <li>
+          <a class="toctext" href="../index.html">
+Home
+          </a>
+        </li>
+        <li>
+          <span class="toctext">
+Getting Started
+          </span>
+          <ul>
+            <li>
+              <a class="toctext" href="basics.html">
+Basics
+              </a>
+            </li>
+            <li class="current">
+              <a class="toctext" href="custom.html">
+Custom Layers
+              </a>
+              <ul class="internal"></ul>
+            </li>
+            <li>
+              <a class="toctext" href="recurrent.html">
+Recurrence
+              </a>
+            </li>
+            <li>
+              <a class="toctext" href="debugging.html">
+Debugging
+              </a>
+            </li>
+          </ul>
+        </li>
+        <li>
+          <a class="toctext" href="../contributing.html">
+Contributing &amp; Help
+          </a>
+        </li>
+      </ul>
+    </nav>
+    <article id="docs">
+      <header>
+        <nav>
+          <ul>
+            <li>
+Getting Started
+            </li>
+            <li>
+              <a href="custom.html">
+Custom Layers
+              </a>
+            </li>
+          </ul>
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d3ff70f966718f8b9ebd04285558953f508ee66/docs/src/manual/custom.md">
+            <span class="fa">
+
+            </span>
+ Edit on GitHub
+          </a>
+        </nav>
+        <hr/>
+      </header>
+      <h1>
+        <a class="nav-anchor" id="Custom-Layers-1" href="#Custom-Layers-1">
+Custom Layers
+        </a>
+      </h1>
+      <p>
+[WIP]
+      </p>
+      <footer>
+        <hr/>
+        <a class="previous" href="basics.html">
+          <span class="direction">
+Previous
+          </span>
+          <span class="title">
+Basics
+          </span>
+        </a>
+        <a class="next" href="recurrent.html">
+          <span class="direction">
+Next
+          </span>
+          <span class="title">
+Recurrence
+          </span>
+        </a>
+      </footer>
+    </article>
+  </body>
+</html>
diff --git a/latest/manual/debugging.html b/latest/manual/debugging.html
new file mode 100644
index 00000000..03866be8
--- /dev/null
+++ b/latest/manual/debugging.html
@@ -0,0 +1,136 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8"/>
+    <meta name="viewport" content="width=device-width, initial-scale=1.0"/>
+    <title>
+Debugging · Flux
+    </title>
+    <script>
+(function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+(i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
+m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+})(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
+
+ga('create', 'UA-36890222-9', 'auto');
+ga('send', 'pageview');
+
+    </script>
+    <link href="https://cdnjs.cloudflare.com/ajax/libs/normalize/4.2.0/normalize.min.css" rel="stylesheet" type="text/css"/>
+    <link href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/9.5.0/styles/default.min.css" rel="stylesheet" type="text/css"/>
+    <link href="https://fonts.googleapis.com/css?family=Lato|Ubuntu+Mono" rel="stylesheet" type="text/css"/>
+    <link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" type="text/css"/>
+    <link href="../assets/documenter.css" rel="stylesheet" type="text/css"/>
+    <script>
+documenterBaseURL=".."
+    </script>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.2.0/require.min.js" data-main="../assets/documenter.js"></script>
+    <script src="../../versions.js"></script>
+    <link href="../../flux.css" rel="stylesheet" type="text/css"/>
+  </head>
+  <body>
+    <nav class="toc">
+      <h1>
+Flux
+      </h1>
+      <form class="search" action="../search.html">
+        <select id="version-selector" onChange="window.location.href=this.value">
+          <option value="#" selected="selected" disabled="disabled">
+Version
+          </option>
+        </select>
+        <input id="search-query" name="q" type="text" placeholder="Search docs"/>
+      </form>
+      <ul>
+        <li>
+          <a class="toctext" href="../index.html">
+Home
+          </a>
+        </li>
+        <li>
+          <span class="toctext">
+Getting Started
+          </span>
+          <ul>
+            <li>
+              <a class="toctext" href="basics.html">
+Basics
+              </a>
+            </li>
+            <li>
+              <a class="toctext" href="custom.html">
+Custom Layers
+              </a>
+            </li>
+            <li>
+              <a class="toctext" href="recurrent.html">
+Recurrence
+              </a>
+            </li>
+            <li class="current">
+              <a class="toctext" href="debugging.html">
+Debugging
+              </a>
+              <ul class="internal"></ul>
+            </li>
+          </ul>
+        </li>
+        <li>
+          <a class="toctext" href="../contributing.html">
+Contributing &amp; Help
+          </a>
+        </li>
+      </ul>
+    </nav>
+    <article id="docs">
+      <header>
+        <nav>
+          <ul>
+            <li>
+Getting Started
+            </li>
+            <li>
+              <a href="debugging.html">
+Debugging
+              </a>
+            </li>
+          </ul>
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d3ff70f966718f8b9ebd04285558953f508ee66/docs/src/manual/debugging.md">
+            <span class="fa">
+
+            </span>
+ Edit on GitHub
+          </a>
+        </nav>
+        <hr/>
+      </header>
+      <h1>
+        <a class="nav-anchor" id="Debugging-Models-1" href="#Debugging-Models-1">
+Debugging Models
+        </a>
+      </h1>
+      <p>
+[WIP]
+      </p>
+      <footer>
+        <hr/>
+        <a class="previous" href="recurrent.html">
+          <span class="direction">
+Previous
+          </span>
+          <span class="title">
+Recurrence
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+        </a>
+        <a class="next" href="../contributing.html">
+          <span class="direction">
+Next
+          </span>
+          <span class="title">
+Contributing &amp; Help
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+      </footer>
+    </article>
+  </body>
+</html>
diff --git a/latest/manual/recurrent.html b/latest/manual/recurrent.html
new file mode 100644
index 00000000..abbc840a
--- /dev/null
+++ b/latest/manual/recurrent.html
@@ -0,0 +1,136 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8"/>
+    <meta name="viewport" content="width=device-width, initial-scale=1.0"/>
+    <title>
+Recurrence · Flux
+    </title>
+    <script>
+(function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+(i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
+m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+})(window,document,'script','https://www.google-analytics.com/analytics.js','ga');
+
+ga('create', 'UA-36890222-9', 'auto');
+ga('send', 'pageview');
+
+    </script>
+    <link href="https://cdnjs.cloudflare.com/ajax/libs/normalize/4.2.0/normalize.min.css" rel="stylesheet" type="text/css"/>
+    <link href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/9.5.0/styles/default.min.css" rel="stylesheet" type="text/css"/>
+    <link href="https://fonts.googleapis.com/css?family=Lato|Ubuntu+Mono" rel="stylesheet" type="text/css"/>
+    <link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.6.3/css/font-awesome.min.css" rel="stylesheet" type="text/css"/>
+    <link href="../assets/documenter.css" rel="stylesheet" type="text/css"/>
+    <script>
+documenterBaseURL=".."
+    </script>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.2.0/require.min.js" data-main="../assets/documenter.js"></script>
+    <script src="../../versions.js"></script>
+    <link href="../../flux.css" rel="stylesheet" type="text/css"/>
+  </head>
+  <body>
+    <nav class="toc">
+      <h1>
+Flux
+      </h1>
+      <form class="search" action="../search.html">
+        <select id="version-selector" onChange="window.location.href=this.value">
+          <option value="#" selected="selected" disabled="disabled">
+Version
+          </option>
+        </select>
+        <input id="search-query" name="q" type="text" placeholder="Search docs"/>
+      </form>
+      <ul>
+        <li>
+          <a class="toctext" href="../index.html">
+Home
+          </a>
+        </li>
+        <li>
+          <span class="toctext">
+Getting Started
+          </span>
+          <ul>
+            <li>
+              <a class="toctext" href="basics.html">
+Basics
+              </a>
+            </li>
+            <li>
+              <a class="toctext" href="custom.html">
+Custom Layers
+              </a>
+            </li>
+            <li class="current">
+              <a class="toctext" href="recurrent.html">
+Recurrence
+              </a>
+              <ul class="internal"></ul>
+            </li>
+            <li>
+              <a class="toctext" href="debugging.html">
+Debugging
+              </a>
+            </li>
+          </ul>
+        </li>
+        <li>
+          <a class="toctext" href="../contributing.html">
+Contributing &amp; Help
+          </a>
+        </li>
+      </ul>
+    </nav>
+    <article id="docs">
+      <header>
+        <nav>
+          <ul>
+            <li>
+Getting Started
+            </li>
+            <li>
+              <a href="recurrent.html">
+Recurrence
+              </a>
+            </li>
+          </ul>
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/5d3ff70f966718f8b9ebd04285558953f508ee66/docs/src/manual/recurrent.md">
+            <span class="fa">
+
+            </span>
+ Edit on GitHub
+          </a>
+        </nav>
+        <hr/>
+      </header>
+      <h1>
+        <a class="nav-anchor" id="Recurrent-Models-1" href="#Recurrent-Models-1">
+Recurrent Models
+        </a>
+      </h1>
+      <p>
+[WIP]
+      </p>
+      <footer>
+        <hr/>
+        <a class="previous" href="custom.html">
+          <span class="direction">
+Previous
+          </span>
+          <span class="title">
+Custom Layers
+          </span>
+        </a>
+        <a class="next" href="debugging.html">
+          <span class="direction">
+Next
+          </span>
+          <span class="title">
+Debugging
+          </span>
+        </a>
+      </footer>
+    </article>
+  </body>
+</html>
diff --git a/latest/search.html b/latest/search.html
index 4d56e182..b8e9a2ad 100644
--- a/latest/search.html
+++ b/latest/search.html
@@ -53,12 +53,32 @@ Getting Started
           </span>
           <ul>
             <li>
-              <a class="toctext" href="basics.html">
+              <a class="toctext" href="manual/basics.html">
 Basics
               </a>
             </li>
+            <li>
+              <a class="toctext" href="manual/custom.html">
+Custom Layers
+              </a>
+            </li>
+            <li>
+              <a class="toctext" href="manual/recurrent.html">
+Recurrence
+              </a>
+            </li>
+            <li>
+              <a class="toctext" href="manual/debugging.html">
+Debugging
+              </a>
+            </li>
           </ul>
         </li>
+        <li>
+          <a class="toctext" href="contributing.html">
+Contributing &amp; Help
+          </a>
+        </li>
       </ul>
     </nav>
     <article>
diff --git a/latest/search_index.js b/latest/search_index.js
index 403aa010..e94276c6 100644
--- a/latest/search_index.js
+++ b/latest/search_index.js
@@ -17,7 +17,7 @@ var documenterSearchIndex = {"docs": [
 },
 
 {
-    "location": "basics.html#",
+    "location": "manual/basics.html#",
     "page": "Basics",
     "title": "Basics",
     "category": "page",
@@ -25,19 +25,75 @@ var documenterSearchIndex = {"docs": [
 },
 
 {
-    "location": "basics.html#Basic-Usage-1",
+    "location": "manual/basics.html#Basic-Usage-1",
     "page": "Basics",
     "title": "Basic Usage",
     "category": "section",
+    "text": "Charging Ion Capacitors"
+},
+
+{
+    "location": "manual/custom.html#",
+    "page": "Custom Layers",
+    "title": "Custom Layers",
+    "category": "page",
     "text": ""
 },
 
 {
-    "location": "basics.html#*Charging-Ion-Capacitors*-1",
-    "page": "Basics",
-    "title": "Charging Ion Capacitors",
+    "location": "manual/custom.html#Custom-Layers-1",
+    "page": "Custom Layers",
+    "title": "Custom Layers",
     "category": "section",
+    "text": "[WIP]"
+},
+
+{
+    "location": "manual/recurrent.html#",
+    "page": "Recurrence",
+    "title": "Recurrence",
+    "category": "page",
     "text": ""
 },
 
+{
+    "location": "manual/recurrent.html#Recurrent-Models-1",
+    "page": "Recurrence",
+    "title": "Recurrent Models",
+    "category": "section",
+    "text": "[WIP]"
+},
+
+{
+    "location": "manual/debugging.html#",
+    "page": "Debugging",
+    "title": "Debugging",
+    "category": "page",
+    "text": ""
+},
+
+{
+    "location": "manual/debugging.html#Debugging-Models-1",
+    "page": "Debugging",
+    "title": "Debugging Models",
+    "category": "section",
+    "text": "[WIP]"
+},
+
+{
+    "location": "contributing.html#",
+    "page": "Contributing & Help",
+    "title": "Contributing & Help",
+    "category": "page",
+    "text": ""
+},
+
+{
+    "location": "contributing.html#Contributing-1",
+    "page": "Contributing & Help",
+    "title": "Contributing",
+    "category": "section",
+    "text": "[WIP]"
+},
+
 ]}