build based on 2e7971f

latest/contributing.html

@@ -92,7 +92,7 @@ Contributing & Help
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-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/d86226cfaa6a3219ba239a26ffd8dde41b350d8c/docs/src/contributing.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2e7971fb6d95f58de7b656acddb7ffade4b2ed16/docs/src/contributing.md">
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latest/index.html

@@ -92,7 +92,7 @@ Home
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-          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/d86226cfaa6a3219ba239a26ffd8dde41b350d8c/docs/src/index.md">
+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2e7971fb6d95f58de7b656acddb7ffade4b2ed16/docs/src/index.md">
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latest/manual/basics.html

@@ -56,7 +56,23 @@ Getting Started
               <a class="toctext" href="basics.html">
 Basics
               </a>
-              <ul class="internal"></ul>
+              <ul class="internal">
+                <li>
+                  <a class="toctext" href="#Installation-1">
+Installation
+                  </a>
+                </li>
+                <li>
+                  <a class="toctext" href="#The-Model-1">
+The Model
+                  </a>
+                </li>
+                <li>
+                  <a class="toctext" href="#An-MNIST-Example-1">
+An MNIST Example
+                  </a>
+                </li>
+              </ul>
             </li>
             <li>
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@@ -95,7 +111,7 @@ Basics
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+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2e7971fb6d95f58de7b656acddb7ffade4b2ed16/docs/src/manual/basics.md">
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@@ -109,11 +125,45 @@ Basics
 Basic Usage
         </a>
       </h1>
+      <h2>
+        <a class="nav-anchor" id="Installation-1" href="#Installation-1">
+Installation
+        </a>
+      </h2>
+<pre><code class="language-julia">Pkg.clone(&quot;https://github.com/MikeInnes/DataFlow.jl&quot;)
+Pkg.clone(&quot;https://github.com/MikeInnes/Flux.jl&quot;)</code></pre>
+      <h2>
+        <a class="nav-anchor" id="The-Model-1" href="#The-Model-1">
+The Model
+        </a>
+      </h2>
       <p>
         <em>
-Charging Ion Capacitors
+Charging Ion Capacitors...
         </em>
       </p>
+      <p>
+The core concept in Flux is that of the 
+        <em>
+model
+        </em>
+. A model is simply a function with parameters. In Julia, we might define the following function:
+      </p>
+<pre><code class="language-julia">W = randn(3,5)
+b = randn(3)
+affine(x) = W*x + b
+
+x1 = randn(5)
+affine(x1)
+&gt; 3-element Array{Float64,1}:
+   -0.0215644
+   -4.07343  
+    0.312591</code></pre>
+      <h2>
+        <a class="nav-anchor" id="An-MNIST-Example-1" href="#An-MNIST-Example-1">
+An MNIST Example
+        </a>
+      </h2>
       <footer>
         <hr/>
         <a class="previous" href="../index.html">

latest/manual/custom.html

@@ -95,7 +95,7 @@ Custom Layers
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+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2e7971fb6d95f58de7b656acddb7ffade4b2ed16/docs/src/manual/custom.md">
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latest/manual/debugging.html

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+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2e7971fb6d95f58de7b656acddb7ffade4b2ed16/docs/src/manual/debugging.md">
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latest/manual/recurrent.html

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+          <a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/2e7971fb6d95f58de7b656acddb7ffade4b2ed16/docs/src/manual/recurrent.md">
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latest/search_index.js

@@ -29,7 +29,31 @@ var documenterSearchIndex = {"docs": [
     "page": "Basics",
     "title": "Basic Usage",
     "category": "section",
-    "text": "Charging Ion Capacitors"
+    "text": ""
+},
+
+{
+    "location": "manual/basics.html#Installation-1",
+    "page": "Basics",
+    "title": "Installation",
+    "category": "section",
+    "text": "Pkg.clone(\"https://github.com/MikeInnes/DataFlow.jl\")\nPkg.clone(\"https://github.com/MikeInnes/Flux.jl\")"
+},
+
+{
+    "location": "manual/basics.html#The-Model-1",
+    "page": "Basics",
+    "title": "The Model",
+    "category": "section",
+    "text": "Charging Ion Capacitors...The core concept in Flux is that of the model. A model is simply a function with parameters. In Julia, we might define the following function:W = randn(3,5)\nb = randn(3)\naffine(x) = W*x + b\n\nx1 = randn(5)\naffine(x1)\n> 3-element Array{Float64,1}:\n   -0.0215644\n   -4.07343  \n    0.312591"
+},
+
+{
+    "location": "manual/basics.html#An-MNIST-Example-1",
+    "page": "Basics",
+    "title": "An MNIST Example",
+    "category": "section",
+    "text": ""
 },
 
 {