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<html>
<head>
<meta charset="utf-8">
<title>DeepForge</title>
<link rel="stylesheet" href="css/materialize.min.css" type="text/css" media="screen" charset="utf-8">
<link href="https://fonts.googleapis.com/icon?family=Material+Icons" rel="stylesheet">
<link rel="stylesheet" href="css/main.css" type="text/css" media="screen" charset="utf-8">
<script charset="utf-8" src="lib/jquery.min.js"></script>
<script charset="utf-8" src="lib/materialize.min.js"></script>
<script charset="utf-8" src="main.js"></script>
<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-61869323-4', 'auto');
ga('send', 'pageview');
</script>
</head>
<body>
<nav>
<div class="nav-wrapper really-dark">
<a href="#" class="brand-logo"></a>
<ul id="nav-mobile" class="right hide-on-med-and-down">
<!--<li><a href="tutorials.html">Tutorials</a></li>-->
<li><a href="https://deepforge.slack.com">Slack</a></li>
<li><a href="https://deepforge.readthedocs.io">Documentation</a></li>
<li><a href="./deepforge.pdf">White Paper</a></li>
<li><a href="https://github.com/deepforge-dev/deepforge/issues">Issues</a></li>
</ul>
</div>
</nav>
<div class="section no-pad-bot banner-background">
<div class="row center">
<h3 class="logo-grey">A Modern Development Environment for Deep Learning</h3>
<p class="subtitle">DeepForge is a development environment for deep learning designed for<br> simplicity, collaboration and reproducibility of experiments</p>
</div>
<div class="row center">
<a id="get-started-btn" class="btn-large waves-effect waves-light">Get Started!</a>
</div>
<p class="center">Latest Release: <a id="latest-version" href="https://github.com/deepforge-dev/deepforge/releases/latest">v1.1.0</a></p>
<a href="https://github.com/deepforge-dev/deepforge">
<img style="position: absolute; top: 0; right: 0; border: 0;" src="img/forkme_ribbon.png" alt="Fork me on GitHub" data-canonical-src="img/forkme_ribbon.png">
</a>
<br>
</div>
<!-- TODO: Need links for:
- [ ] white paper
- [x] wiki
- [x] configuration?
- [x] tutorials (videos)
- [ ] docs (todo!)
- about?
- [x] contact/community
-->
<div class="container">
<div class="section">
<div class="row center">
<h4 class="col s12 light header center">DeepForge simplifies and accelerates deep learning development</h4>
</div>
<div class="row">
<img class="overview img-responsive materialboxed" data-caption="Designing and executing machine learning pipelines using neural network architectures" src="img/overview.png" width="850"/>
<br>
<br>
</div>
</div>
<div class="divider"></div>
<div class="section">
<div class="row center">
<h4 class="col s12 light header center">Benefits</h4>
<br>
<div class="col s12 m4">
<div class="center promo">
<img src="img/lenet-small.png" alt="" height="350"/>
<p class="feature-title">Visual Editing</p>
<p class="caption">Quickly and easily design neural network architectures and machine learning pipelines using a simple, intuitive interface.</p>
</div>
</div>
<div class="col s12 m4">
<div class="center promo">
<img src="img/vcs.png" alt="" height="350"/>
<p class="feature-title">Integrated Version Control</p>
<p class="caption">Every experiment can be easily reproduced as everything is automatically version controlled. </p>
</div>
</div>
<div class="col s12 m4">
<div class="center promo">
<img src="img/train-execution-small.png" alt="" height="350"/>
<p class="feature-title">Rapid Development</p>
<p class="caption">Design, develop and iterate on your neural network models from within the browser. Train the models on remote machines and monitor all executions using real-time feedback!</p>
</div>
</div>
</div>
</div>
<div id="quick-start" class="divider"></div>
<div class="section">
<div class="row center">
<h4 class="col s12 light header center">Quick Start</h4>
<p class="caption">The easiest way to get started is using <a href="https://docs.docker.com/compose/">docker-compose</a> to manage all the required docker containers at once. </p>
<p class="caption">First, download the docker-compose file:</p>
<p class="code-snippet">wget https://raw.githubusercontent.com/deepforge-dev/deepforge/master/docker/docker-compose.yml</p>
<p class="caption">After downloading the compose file, <a href="https://deepforge.readthedocs.io/en/latest/deployment/quick_start.html#without-user-accounts">disable user accounts</a>, then start it locally with</p>
<p class="code-snippet">docker-compose up</p>
<p class="caption">Finally, you can navigate to http://localhost:8888 in a browser to use DeepForge!<br/>
<p class="caption">For more details or advanced configurations, check out the <a href="http://deepforge.readthedocs.io/en/latest/deployment/overview.html">docs</a>!</p>
<a class="btn-large waves-effect waves-light" href="http://deepforge.readthedocs.io/en/latest/deployment/overview.html">Installation Guide</a>
</div>
</div>
<div class="divider"></div>
<div class="section">
<div class="row center">
<h4 class="col s12 light header center">Examples</h4>
<p class="caption">Take a look at our official example projects</p>
</div>
<div class="row center">
<img src="img/mnist.png" alt="Handwritten digits from the MNIST dataset"/>
</div>
<div class="row center">
<br />
<a class="btn-large waves-effect waves-light" href="https://github.com/deepforge-dev/examples">Explore Our Examples</a>
</div>
</div>
<!-- TODO: Add (readthe)docs?
the wiki should work for now
-->
<!-- TODO: fix the Get Started button? -->
<div class="divider"></div>
<div class="section">
<div class="row center">
<h4 class="col s12 light header center">Community</h4>
<br>
<div class="col s12 m4">
<div class="center promo">
<i class="material-icons large">question_answer</i>
<p class="feature-title">Chat</p>
<p class="caption">The Slack channel allows you to talk directly with us. Come in and discuss using DeepForge, new features, future goals, general questions or anything you can think of.</p>
<p class="caption" style="font-size:1rem;font-style:italic">Need an invite? Reach out using the contact information in the footer.</p>
<a class="btn waves-effect waves-light" href="https://deepforge.slack.com">Chat</a>
</div>
</div>
<div class="col s12 m4">
<div class="center promo">
<i class="material-icons large">announcement</i>
<p class="feature-title">Issue Tracker</p>
<p class="caption">The Github issue tracker is a good place to get answers for common questions and report any new issues.</p>
<a class="btn waves-effect waves-light" href="https://github.com/deepforge-dev/deepforge/issues">Issues</a>
</div>
</div>
<div class="col s12 m4">
<div class="center promo">
<i class="material-icons large">code</i>
<p class="feature-title">Contribute</p>
<p class="caption">Contributions are welcome! Just fork the project and submit some PR's or develop your own custom extensions. If you have any questions, just reach out on Slack! </p>
<a class="btn waves-effect waves-light" href="https://github.com/deepforge-dev/deepforge/wiki/Contributing">Contribute</a>
</div>
</div>
</div>
</div>
<!-- TODO: Add DR/Vandy info?
I think this will really help its credibility...
-->
</div>
<footer class="page-footer really-dark">
<div class="footer-copyright">
<div class="container">
<span >© 2021 DeepForge / </span>
<span>Contact: <a class="grey-text text-lighten-4" href="mailto:brian.broll@vanderbilt.edu" target="_blank">Brian Broll</a> / </span>
<a class="grey-text text-lighten-4" href="https://github.com/deepforge-dev/deepforge/blob/master/LICENSE" target="_blank">View License</a>
</div>
</div>
</footer>
</body>
</html>