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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN"
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<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta name="generator" content=
"HTML Tidy for Linux/x86 (vers 11 February 2007), see www.w3.org" />
<meta http-equiv="Content-Type" content="text/html; charset=us-ascii" />
<meta name="description" content=
"MADlib is an open-source library for scalable in-database
analytics. It provides data-parallel implementations of mathematical,
statistical and machine learning methods for structured and unstructured
data." />
<title>MADlib</title>
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<body>
<div id="container">
<div id="header">
<h1><a href="index.html"><img src="images/MADlib-logo.png" alt="MADlib" /></a></h1>
</div>
<ul id="man-icons">
<li><a href="#"><img src="images/magnetic-icon.png" alt="Magnetic" /></a></li>
<li><a href="#"><img src="images/agile-icon.png" alt="Agile" /></a></li>
<li><a href="#"><img src="images/deep-icon.png" alt="Deep" /></a></li>
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<div id="text">
<p class="big">MADlib is an open-source library for scalable in-database
analytics. It provides data-parallel implementations of mathematical,
statistical and machine-learning methods for structured and unstructured
data.
</p>
<p class="big">The MADlib mission: to foster widespread development of
scalable analytic skills, by harnessing efforts from commercial practice,
academic research, and open-source development.
</p>
<h2>News</h2>
<p><b style="color:red">November 25th 2013: MADlib v1.4 is out!</b> <br>
New features include an improved interface for Multinomial logistic regression, Robust variance and clustered variance estimators for Cox Proportional Hazards, and NULL handling for various regression methods.
</p>
<p>
<a href="#binaries">Binary packages</a> are available for
CentOS/RedHat and for Mac OS X. On other platforms, MADlib can be <a
href="https://github.com/madlib/madlib/wiki/Building-MADlib-from-Source">
built from source.</a> Our Wiki provides
<a href="https://github.com/madlib/madlib/wiki/Installation-Guide">
detailed instructions</a> for deploying MADlib on PostgreSQL
and Greenplum installations. For a list of new features, bug fixes,
and known issues, please refer to the
<a href="https://github.com/madlib/madlib/blob/v1.4.1/ReleaseNotes.txt">Release Notes</a>.
<br>
As always, the <a href="http://groups.google.com/group/madlib-user-forum">MADlib forum</a>
is open for questions and discussions. Try it out and let us know about your feedback!
</p>
<p><b>October 8th 2013:</b>
MADlib v1.3 is out!
</p>
<p><b>September 10th 2013:</b>
MADlib v1.2 is out!
</p>
<p><b>August 9th 2013:</b>
MADlib v1.1 is out!
</p>
<p><b>July 5th 2013:</b>
MADlib v1.0 is out! </p>
<h2>History</h2>
<p>MADlib grew out of discussions between database-engine developers, data
scientists, IT architects and academics, who were interested in new
approaches to scalable, sophisticated in-database analytics. These
discussions were written up in a paper in VLDB 2009 that coined the term
<a href="http://db.cs.berkeley.edu/papers/vldb09-madskills.pdf" target="blank">
"MAD Skills"</a> for data analysis. The MADlib software project began the
following year as a collaboration between researchers at
<a href="http://db.cs.berkeley.edu/" target="blank">UC Berkeley</a> and
engineers and data scientists at
<a href="http://www.greenplum.com/" target="blank">EMC/Greenplum.</a></p>
<h2>Downloads</h2>
<p><a name="binaries">Binary packages of the latest MADlib release:</a>
<br />• Mac OS X 10.6 and higher:
<a href="http://www.madlib.net/files/madlib-1.4.1-Darwin.dmg"
onClick="recordOutboundLink(this, 'Download', 'OSX');return false;">
Greenplum 4.1, 4.2 / PostgreSQL 9.0, 9.1, 9.2 (64-bit)</a>
<br />• CentOS / Red Hat 5 and higher (64-bit):
<a href="http://www.madlib.net/files/madlib-1.4.1-Linux.rpm"
onClick="recordOutboundLink(this, 'Download', 'Linux');return false;">
Greenplum 4.1, 4.2 / PostgreSQL 9.0, 9.1, 9.2</a>
</p>
<p>
Source Code:
<br />• Snapshot of development repository:
<a href="https://github.com/madlib/madlib/zipball/master"
onClick="recordOutboundLink(this, 'Download', 'Source-master');return false;">.zip</a>
<a href="https://github.com/madlib/madlib/tarball/master"
onClick="recordOutboundLink(this, 'Download', 'Source-master');return false;">.tar.gz</a>
<br />• Latest stable release (v1.4.1):
<a href="https://github.com/madlib/madlib/zipball/v1.4.1"
onClick="recordOutboundLink(this, 'Download', 'Source-v1.4-zip');return false;">.zip</a>
<a href="https://github.com/madlib/madlib/tarball/v1.4.1"
onClick="recordOutboundLink(this, 'Download', 'Source-v1.4-tar.gz');return false;">.tar.gz</a>
</p>
<h2>Documentation</h2>
<p>Installation guides can be found in the
<a href="https://github.com/madlib/madlib/wiki/Installation-Guide" target="blank">MADlib Wiki</a>.<br />
</p>
<p>Documentation for the latest release:<br />
• Users: <a href="http://doc.madlib.net" target="blank">http://doc.madlib.net</a><br />
• Developers: <a href="http://devdoc.madlib.net" target="blank">http://devdoc.madlib.net</a><br />
</p>
<p>Pre-release documentation generated out of development repository:<br />
• Users: <a href="http://doc.madlib.net/master" target="blank">http://doc.madlib.net/master</a><br />
• Developers: <a href="http://devdoc.madlib.net/master" target="blank">http://devdoc.madlib.net/master</a><br />
</p>
<h2>Additional Resources</h2>
<p>
• <a href="http://github.com/madlib/madlib/wiki">MADlib Wiki</a><br />
• <a href="https://github.com/madlib/madlib/wiki/MADlib-Roadmap">Project Roadmap</a><br />
• <a href="https://github.com/madlib/madlib/wiki/Contribution-Guide">Contribution Guide</a><br />
• User mailing list:
<a href="http://madlib.net/mailman/listinfo/user">List Information and Subscriptions</a>, <a href="http://dir.gmane.org/gmane.comp.statistics.madlib.user">Browse Recent Posts</a><br />
• Developer mailing list:
<a href="http://madlib.net/mailman/listinfo/devel">List Information and Subscriptions</a>, <a href="http://dir.gmane.org/gmane.comp.statistics.madlib.devel">Browse Recent Posts</a><br />
• <a href="http://jira.madlib.net">Bug reporting and feature requests:</a><br />
</p>
</div>
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