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@ -53,10 +53,18 @@ Getting Started
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</span>
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<ul>
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<li class="current">
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<a class="toctext" href="mnist.html">
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<a class="toctext" href="basics.html">
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Basics
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</a>
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<ul class="internal"></ul>
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<ul class="internal">
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<li>
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<a class="toctext" href="#*Charging-Ion-Capacitors*-1">
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<em>
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Charging Ion Capacitors
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</em>
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</a>
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</li>
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</ul>
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</li>
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</ul>
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</li>
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@ -70,12 +78,12 @@ Basics
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Getting Started
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</li>
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<li>
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<a href="mnist.html">
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<a href="basics.html">
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Basics
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</a>
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</li>
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</ul>
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<a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/66b9a6c6221070b1ed91b2b65c736ce1d34e27a1/docs/src/mnist.md">
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<a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/7e4cb63967bb912b92cf990deabb45a56207e433/docs/src/basics.md">
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<span class="fa">
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</span>
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@ -85,10 +93,17 @@ Basics
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<hr/>
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</header>
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<h1>
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<a class="nav-anchor" id="MNIST-1" href="#MNIST-1">
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MNIST
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<a class="nav-anchor" id="Basic-Usage-1" href="#Basic-Usage-1">
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Basic Usage
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</a>
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</h1>
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<h2>
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<a class="nav-anchor" id="*Charging-Ion-Capacitors*-1" href="#*Charging-Ion-Capacitors*-1">
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<em>
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Charging Ion Capacitors
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</em>
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</a>
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</h2>
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<footer>
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<hr/>
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<a class="previous" href="index.html">
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@ -46,13 +46,7 @@ Version
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<a class="toctext" href="index.html">
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Home
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</a>
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<ul class="internal">
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<li>
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<a class="toctext" href="#Charging-Ion-Capacitors-1">
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Charging Ion Capacitors
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</a>
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</li>
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</ul>
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<ul class="internal"></ul>
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</li>
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<li>
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<span class="toctext">
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@ -60,7 +54,7 @@ Getting Started
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</span>
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<ul>
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<li>
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<a class="toctext" href="mnist.html">
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<a class="toctext" href="basics.html">
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Basics
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</a>
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</li>
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@ -78,7 +72,7 @@ Home
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</a>
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</li>
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</ul>
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<a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/66b9a6c6221070b1ed91b2b65c736ce1d34e27a1/docs/src/index.md">
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<a class="edit-page" href="https://github.com/MikeInnes/Flux.jl/tree/7e4cb63967bb912b92cf990deabb45a56207e433/docs/src/index.md">
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<span class="fa">
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</span>
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@ -92,23 +86,25 @@ Home
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Flux
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</a>
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</h1>
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<h2>
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<a class="nav-anchor" id="Charging-Ion-Capacitors-1" href="#Charging-Ion-Capacitors-1">
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Charging Ion Capacitors
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</a>
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</h2>
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<p>
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Flux is a high-level API for machine learning, implemented in Julia.
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Flux is a high-level interface for machine learning, implemented in Julia.
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</p>
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<p>
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Flux aims to provide a concise and expressive syntax for architectures that are hard to express within other frameworks. The notation should be familiar and extremely close to what you'd find in a paper or description of the model.
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Flux aims to be intuitive and powerful notation close to the mathematics, while providing advanced features like auto-unrolling and closures. Simple models are trivial, and the most complex architectures are tractable, taking orders of magnitude less code than in other frameworks. Meanwhile, the Flux compiler provides excellent error messages and tools for debugging when things go wrong.
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</p>
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<p>
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The current focus is on ANNs with TensorFlow or MXNet as a backend.
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So what's the catch? Flux is at an early "working prototype" stage; many things work but the API is still in a state of- well, it might change.
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</p>
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<p>
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If you're interested to find out what
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<em>
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does
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</em>
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work, read on...
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</p>
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<footer>
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<hr/>
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<a class="next" href="mnist.html">
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<a class="next" href="basics.html">
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<span class="direction">
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Next
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</span>
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@ -53,7 +53,7 @@ Getting Started
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</span>
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<ul>
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<li>
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<a class="toctext" href="mnist.html">
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<a class="toctext" href="basics.html">
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Basics
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</a>
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</li>
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@ -13,19 +13,11 @@ var documenterSearchIndex = {"docs": [
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"page": "Home",
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"title": "Flux",
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"category": "section",
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"text": ""
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"text": "Flux is a high-level interface for machine learning, implemented in Julia.Flux aims to be intuitive and powerful notation close to the mathematics, while providing advanced features like auto-unrolling and closures. Simple models are trivial, and the most complex architectures are tractable, taking orders of magnitude less code than in other frameworks. Meanwhile, the Flux compiler provides excellent error messages and tools for debugging when things go wrong.So what's the catch? Flux is at an early \"working prototype\" stage; many things work but the API is still in a state of- well, it might change.If you're interested to find out what does work, read on..."
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},
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{
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"location": "index.html#Charging-Ion-Capacitors-1",
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"page": "Home",
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"title": "Charging Ion Capacitors",
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"category": "section",
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"text": "Flux is a high-level API for machine learning, implemented in Julia.Flux aims to provide a concise and expressive syntax for architectures that are hard to express within other frameworks. The notation should be familiar and extremely close to what you'd find in a paper or description of the model.The current focus is on ANNs with TensorFlow or MXNet as a backend."
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},
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{
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"location": "mnist.html#",
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"location": "basics.html#",
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"page": "Basics",
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"title": "Basics",
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"category": "page",
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@ -33,9 +25,17 @@ var documenterSearchIndex = {"docs": [
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},
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{
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"location": "mnist.html#MNIST-1",
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"location": "basics.html#Basic-Usage-1",
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"page": "Basics",
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"title": "MNIST",
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"title": "Basic Usage",
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"category": "section",
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"text": ""
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},
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{
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"location": "basics.html#*Charging-Ion-Capacitors*-1",
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"page": "Basics",
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"title": "Charging Ion Capacitors",
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"category": "section",
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"text": ""
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},
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