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index.html
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<html lang="en">
<head>
<meta charset="utf-8">
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<title>studioml</title>
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<nav id="mainNav" class="navbar navbar-default navbar-fixed-top">
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<button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#bs-example-navbar-collapse-1">
<span class="sr-only">Toggle navigation</span> Menu <i class="fa fa-bars"></i>
</button>
<a class="navbar-brand page-scroll" href="#page-top"><img src="img/hor_logo.png" alt="logo" height="50px"></a>
</div>
<!-- Collect the nav links, forms, and other content for toggling -->
<div class="collapse navbar-collapse" id="bs-example-navbar-collapse-1">
<ul class="nav navbar-nav navbar-right">
<li>
<a class="page-scroll" href="#about">About</a>
</li>
<li>
<a class="page-scroll" href="#start">Get Started</a>
</li>
<li>
<a class="page-scroll" href="https://studio-ed756.appspot.com/">Studio Zoo</a>
</li>
<li>
<a class="page-scroll" href="#updates">Updates</a>
</li>
<li>
<a class="btn btn-primary btn-xl page-scroll" href="http://docs.studio.ml/en/latest/">Docs</a>
</li>
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</div>
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</nav>
<div class="landing">
<div class="container" style="text-align: center; color: #fff">
<h1 id="big_logo"><img src="img/main_logo.svg" alt="main_logo" width="40%"></h1>
<hr>
<p>Simplify and expedite your model building process</p>
<a href="https://github.com/studioml/studio"><img style="position: absolute; top: 70; right: 0; border: 0;" src="https://camo.githubusercontent.com/52760788cde945287fbb584134c4cbc2bc36f904/68747470733a2f2f73332e616d617a6f6e6177732e636f6d2f6769746875622f726962626f6e732f666f726b6d655f72696768745f77686974655f6666666666662e706e67" alt="Fork me on GitHub" data-canonical-src="https://s3.amazonaws.com/github/ribbons/forkme_right_white_ffffff.png"></a>
<a href="#about" class="btn btn-primary btn-xl page-scroll">Learn more</a>
</div>
</div>
<section id="about">
<div class="container">
<div class="row">
<div class="col-lg-8 col-lg-offset-2 text-center">
<h1 class="section-heading">What is Studio?</h1>
<hr class="light">
<p class="text-muted text-left">Studio is a model management framework written in Python to help simplify and expedite your model building experience. It was developed to minimize the overhead involved with scheduling, running, monitoring and managing artifacts of your machine learning experiments. No one wants to spend their time configuring different machines, setting up dependencies, or playing archeologist to track down previous model artifacts.
</br></br>
Most of the features are compatible with any Python machine learning framework (Keras, TensorFlow, scikit-learn, etc); some extra features are available for Keras and TensorFlow.</p>
<div class="call-to-action">
<a href="https://studioml.now.sh/" target="_blank" class="btn btn-primary btn-xl">Join us on Slack!</a> <a class="btn btn-primary btn-xl" href="https://github.com/studioml/studio" data-icon="octicon-star" data-size="large" aria-label="Star studioml/studio on GitHub"><i class="fa fa-star" aria-hidden="true"></i> Star on GitHub</a>
</div>
<!--a class="github-button" href="https://github.com/studioml/studio" data-icon="octicon-star" data-size="large" aria-label="Star studioml/studio on GitHub">Star</a-->
<p></p>
<div class="embed-responsive embed-responsive-16by9">
<iframe class="embed-responsive-item" src="https://www.youtube.com/embed/WUbh24ht_BY?start=30" frameborder="0" allowfullscreen></iframe>
</div>
</div>
</div>
</div>
</section>
<section class="bg-primary" id="start">
<div class="container">
<div class="row">
<div class="col-lg-8 col-lg-offset-2 text-center">
<h1 class="section-heading">Get Started</h1>
<hr class="primary">
<p class="text-left">Pip install Studio from master PyPi repository:</p>
<div class="command">
<div class="label">Run this command:</div>
<div class="text text-left">pip install studioml</div>
</div>
<p class="text-left">For authentication, you must set up an email/password authentication or a Google account. See the <a href="http://docs.studio.ml/en/latest/README.html#authentication"><font color=#0050A2>docs</font></a> for more details. For now, get started as a guest by uncommenting "guest:true" in ~/.studio/config.yaml. At this point, you can run a machine learning experiment using Studio. In the example/keras folder, you can find basic examples of experiments to run. Let's try training a Keras model for mnist:</p>
<div class="command">
<div class="label">Run this command:</div>
<div class="text text-left">studio run train_mnist_keras.py</div>
</div>
<p class="text-left">Now you can visualize your experiment by navigating to the web interface. Open the web visualizer:</p>
<div class="command">
<div class="label">Run this command:</div>
<div class="text text-left">studio ui</div>
</div>
<p class="text-left">You can see the results of your job at http://127.0.0.1:5000. Here you can examine or delete any current or past experiments. Run studio {ui|run} --help for a full list of ui / runner options</p>
<p class="text-left">Click on your experiment to view experiment artifacts such as the output and workspace, experiment information such as the status and creation time, and the tail of the experiment log.</p>
<div class="call-to-action">
<a href="http://docs.studio.ml/en/latest/README.html" class="btn btn-default btn-xl sr-button">Read our tutorial</a>
</div>
</div>
</div>
</div>
</section>
<section id="updates">
<div class="container">
<div class="row">
<div class="col-lg-8 col-lg-offset-2 text-center">
<h1 class="section-heading">What's new?</h1>
<hr class="primary">
<p class="text-left">2017-12-21: <a href="https://www.sentient.ai/blog/zero-overhead-scalable-machine-learning/">Blog post comparing SageMaker and Studio.ML</a></p>
<p class="text-left">2017-10-26: <a href="https://www.youtube.com/watch?v=3zDQLa3feBI">Studio.ML Webinar</a></p>
<p class="text-left">2017-10-12: <a href="https://github.com/studioml/studio/blob/development/docs/jupyter.rst">Jupyter notebook compatibility</a></p>
<p class="text-left">2017-08-28: <a href="https://www.meetup.com/sfmachinelearning/events/242831265/">Meetup at Sentient</a></p>
<p class="text-left">2017-08-23: <a href="http://docs.studio.ml/en/latest/README.html">Automatic documentation building with readthedocs.org</a></p>
<p class="text-left">2017-08-17: <a href="https://studio-ed756.appspot.com/">New hosted UI site</a></p>
<p class="text-left">2017-08-12: <a href="http://github.com/studioml/studio">Welcome to open source!</a></p>
</div>
</div>
</div>
</section>
<section class="bg-primary" id="contact">
<div class="container">
<div class="row">
<div class="col-lg-8 col-lg-offset-2 text-center">
<h1 class="section-heading">Want to contribute?</h1>
<hr class="primary">
<p>If you have any questions, bug reports or feature requests, please don't hesitate to post on our <a href="https://github.com/studioml/studio/issues">Github Issues page</a>.</p>
</div>
</div>
</div>
</section>
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