gonito/templates/presentation-4real.hamlet

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2016-05-16 23:44:28 +02:00
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<h2>Gonito.net
<p>open platform for research competition, cooperation and reproducibility
<p>Filip Graliński, Rafał Jaworski, Łukasz Borchmann, Piotr Wierzchoń
<p>LREC 2016 / 4REAL Workshop
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<h2>Motivation
<ul>
<li>We needed a place to keep track of our results for
<ul>
<li>our research
<li>teaching our students
<li>just playing with our data sets
<li>(but didn't want to save the world and earn $$$)
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<h2>Alternatives?
<ul>
<li><a href="https://www.kaggle.com">Kaggle</a>
<ul>
<li>you need to <em>ask</em> Kaggle people
<li>Kaggle in class only for teaching
<li>not fully open ☹
<li><a href="https://www.drivendata.org">DrivenData</a>
<ul>
<li>more or less similar to Kaggle</li>
<li><a href="https://codalab.org">CodaLab</a>
<ul>
<li>open!
<li>trying hard but didn't find it ☹
<li>no git
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<p>That's why we created
<h1>Gonito.net
<p>open platform for machine learning competition
<ul>
<li>Be open
<ul>
<li>GNU Affero General Public License
<li>Anyone can set up their own instance
<li>Users are encouraged to share source codes
<li>Users are free to use whatever programming language and tools
<li>Use git
<ul>
<li>Challenges are created as Git repositories
<li>Solutions uploaded with Git
<li>Solutions can be forked and reused
<li>Even if a Gonito.net ceases to exist, Git repos may live
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<p>… and
<h1>GEval
<p>companion Haskell library and stand-alone tool for machine learning evaluation
<ul>
<li>accuracy
<li>(R)MSE
<li>BLEU
<li>… more to come
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<h2>A challenge…
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^{readme}
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<h2>Current status…
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^{Table.buildBootstrap (leaderboardTable Nothing (challengeName challenge) test) leaderboardWithRanks}