blob: f0709187adc57720ee1fc186f46f498bc8dbfd66 [file] [log] [blame]
<!DOCTYPE html>
<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Example Models &mdash; incubator-singa 0.3.0 documentation</title>
<link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
<link rel="top" title="incubator-singa 0.3.0 documentation" href="../index.html"/>
<script src="../_static/js/modernizr.min.js"></script>
</head>
<body class="wy-body-for-nav" role="document">
<div class="wy-grid-for-nav">
<nav data-toggle="wy-nav-shift" class="wy-nav-side">
<div class="wy-side-scroll">
<div class="wy-side-nav-search">
<a href="../index.html" class="icon icon-home"> incubator-singa
<img src="../_static/singa.png" class="logo" />
</a>
<div class="version">
0.3.0
</div>
<div role="search">
<form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
<input type="text" name="q" placeholder="Search docs" />
<input type="hidden" name="check_keywords" value="yes" />
<input type="hidden" name="area" value="default" />
</form>
</div>
</div>
<div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
<ul>
<li class="toctree-l1"><a class="reference internal" href="../downloads.html">Download SINGA</a></li>
<li class="toctree-l1"><a class="reference internal" href="index.html">Documentation</a></li>
</ul>
<p class="caption"><span class="caption-text">Development</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../develop/schedule.html">Development Schedule</a></li>
<li class="toctree-l1"><a class="reference internal" href="../develop/how-contribute.html">How to Contribute to SINGA</a></li>
<li class="toctree-l1"><a class="reference internal" href="../develop/contribute-code.html">How to Contribute Code</a></li>
<li class="toctree-l1"><a class="reference internal" href="../develop/contribute-docs.html">How to Contribute Documentation</a></li>
</ul>
<p class="caption"><span class="caption-text">Community</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../community/source-repository.html">Source Repository</a></li>
<li class="toctree-l1"><a class="reference internal" href="../community/mail-lists.html">Project Mailing Lists</a></li>
<li class="toctree-l1"><a class="reference internal" href="../community/issue-tracking.html">Issue Tracking</a></li>
<li class="toctree-l1"><a class="reference internal" href="../community/team-list.html">The SINGA Team</a></li>
</ul>
</div>
</div>
</nav>
<section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
<nav class="wy-nav-top" role="navigation" aria-label="top navigation">
<i data-toggle="wy-nav-top" class="fa fa-bars"></i>
<a href="../index.html">incubator-singa</a>
</nav>
<div class="wy-nav-content">
<div class="rst-content">
<div role="navigation" aria-label="breadcrumbs navigation">
<ul class="wy-breadcrumbs">
<li><a href="../index.html">Docs</a> &raquo;</li>
<li>Example Models</li>
<li class="wy-breadcrumbs-aside">
</li>
</ul>
<hr/>
</div>
<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
<div itemprop="articleBody">
<div class="section" id="example-models">
<span id="example-models"></span><h1>Example Models<a class="headerlink" href="#example-models" title="Permalink to this headline"></a></h1>
<hr class="docutils" />
<p>Different models are provided as examples to help users get familiar with SINGA.
<a class="reference external" href="neural-net.html">Neural Network</a> gives details on the models that are
supported by SINGA.</p>
<div class="section" id="feed-forward-neural-networks">
<span id="feed-forward-neural-networks"></span><h2>Feed-forward neural networks<a class="headerlink" href="#feed-forward-neural-networks" title="Permalink to this headline"></a></h2>
<ul class="simple">
<li><a class="reference external" href="mlp.html">MultiLayer Perceptron</a> trained on MNIST dataset for handwritten
digits recognition.</li>
<li><a class="reference external" href="cnn.html">Convolutional Neural Network</a> trained on MNIST and CIFAR10 for
image classification.</li>
<li><a class="reference external" href="rbm.html">Deep Auto-Encoders</a> trained on MNIST for dimensionality</li>
</ul>
</div>
<div class="section" id="recurrent-neural-networks-rnn">
<span id="recurrent-neural-networks-rnn"></span><h2>Recurrent neural networks (RNN)<a class="headerlink" href="#recurrent-neural-networks-rnn" title="Permalink to this headline"></a></h2>
<ul class="simple">
<li><a class="reference external" href="rnn.html">RNN language model</a> trained on plain text for language modelling.</li>
</ul>
</div>
<div class="section" id="energy-models">
<span id="energy-models"></span><h2>Energy models<a class="headerlink" href="#energy-models" title="Permalink to this headline"></a></h2>
<ul class="simple">
<li><a class="reference external" href="rbm.html">RBM</a> used to pre-train deep auto-encoders for dimensionality
reduction.</li>
</ul>
</div>
</div>
</div>
</div>
<footer>
<hr/>
<div role="contentinfo">
<p>
&copy; Copyright 2016 The Apache Software Foundation. All rights reserved. Apache Singa, Apache, the Apache feather logo, and the Apache Singa project logos are trademarks of The Apache Software Foundation. All other marks mentioned may be trademarks or registered trademarks of their respective owners..
</p>
</div>
Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/snide/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>.
</footer>
</div>
</div>
</section>
</div>
<script type="text/javascript">
var DOCUMENTATION_OPTIONS = {
URL_ROOT:'../',
VERSION:'0.3.0',
COLLAPSE_INDEX:false,
FILE_SUFFIX:'.html',
HAS_SOURCE: true
};
</script>
<script type="text/javascript" src="../_static/jquery.js"></script>
<script type="text/javascript" src="../_static/underscore.js"></script>
<script type="text/javascript" src="../_static/doctools.js"></script>
<script type="text/javascript" src="../_static/js/theme.js"></script>
<script type="text/javascript">
jQuery(function () {
SphinxRtdTheme.StickyNav.enable();
});
</script>
<div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
<img src="../_static/apache.jpg">
<span class="rst-current-version" data-toggle="rst-current-version">
<span class="fa fa-book"> incubator-singa </span>
v: 0.3.0
<span class="fa fa-caret-down"></span>
</span>
<div class="rst-other-versions">
<dl>
<dt>Languages</dt>
<dd><a href="../../en/index.html">English</a></dd>
<dd><a href="../../zh/index.html">中文</a></dd>
<dd><a href="../../jp/index.html">日本語</a></dd>
<dd><a href="../../kr/index.html">한국어</a></dd>
</dl>
</div>
</div>
<a href="https://github.com/apache/incubator-singa">
<img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
alt="Fork me on GitHub">
</a>
</body>
</html>