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<!DOCTYPE html>
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<meta charset='utf-8'>
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<meta name="description" content="The DREAM Olfaction Prediction Challenge : A crowd-sourced approach to odor prediction from molecular structure">
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<title>The DREAM Olfaction Prediction Challenge</title>
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<body>
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<a id="forkme_banner" href="https://github.com/dream-olfaction">View on GitHub</a>
<h1 id="project_title">The DREAM Olfaction Prediction Challenge</h1>
<h2 id="project_tagline">A crowd-sourced approach to odor prediction from molecular structure</h2>
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<h3>
<a id="the-challenge-" class="anchor" href="#the-challenge-" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>The Challenge <img src="http://dreamchallenges.org/wordpress2/wp-content/uploads/dream-logo.png">
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<p>The <a href="http://dreamchallenges.org/">DREAM Challenges</a> pose fundamental questions about systems biology and translational medicine. Designed and run by a community of researchers from a variety of organizations, these challenges invite participants to propose solutions — fostering collaboration and building communities in the process. The <a href="http://dreamchallenges.org/project/dream-odor-classification-challenge">Olfaction Prediction Challenge</a> was organized by Pablo Meyer to build predictive models based upon data <a href="http://dx.doi.org/10.1186/s12868-016-0287-2">collected and made available</a> by Andreas Keller and Leslie Vosshall. Details and results of the challenge are described <a href="https://www.synapse.org/#!Synapse:syn2811262">here</a>.</p>
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<a id="code" class="anchor" href="#code" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>Code</h3>
<p>All code for training models and eliciting predictions used in the most successful challenge algorithms, as well as associated experimental data, is available in <a href="https://github.com/dream-olfaction/olfaction-prediction">this repository</a>. It also includes Jupyter notebooks for reproducing the content of figures found in the manuscript. </p>
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<a id="authors-and-contributors" class="anchor" href="#authors-and-contributors" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>Authors and Contributors</h3>
<p>This page is maintained by the <a href="https://github.com/dream-olfaction" class="user-mention">@dream-olfaction</a> consortium. Specific questions about the organization or execution of code can be directed to <a href="https://github.com/rgerkin" class="user-mention">@rgerkin</a>.</p>
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<p>Published with <a href="https://pages.github.com">GitHub Pages</a></p>
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