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Posted to commits@systemml.apache.org by de...@apache.org on 2016/10/26 04:26:07 UTC
svn commit: r1766625 [6/7] - in /incubator/systemml/site: ./ assets/
assets/css/ assets/img/ assets/img/icons/ assets/js/ assets/media/ css/
img/ js/ media/
Added: incubator/systemml/site/community.html
URL: http://svn.apache.org/viewvc/incubator/systemml/site/community.html?rev=1766625&view=auto
==============================================================================
--- incubator/systemml/site/community.html (added)
+++ incubator/systemml/site/community.html Wed Oct 26 04:26:04 2016
@@ -0,0 +1,571 @@
+<!--
+
+-->
+<!--
+
+-->
+<!DOCTYPE html>
+<html lang="en">
+ <!--
+
+-->
+<head>
+ <meta charset="utf-8">
+ <meta http-equiv="X-UA-Compatible" content="IE=edge">
+
+ <title>Community</title>
+
+ <meta name="description" content="Project Community Page">
+
+ <meta name="author" content="Apache SystemML">
+
+ <!-- Enable responsive viewport -->
+ <meta name="HandheldFriendly" content="True">
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+ <!-- You can use Open Graph tags to customize link previews.
+ Learn more: https://developers.facebook.com/docs/sharing/webmasters -->
+ <meta property="og:url" content="https://systemml.apache.org/" />
+ <meta property="og:type" content="website" />
+ <meta property="og:title" content="Community" />
+ <meta property="og:description" content="Apache SystemML provides an optimal workplace for Machine Learning using big data" />
+ <meta property="og:image" content="" />
+
+ <!-- Le HTML5 shim, for IE6-8 support of HTML elements -->
+ <!--[if lt IE 9]>
+ <script src="http://html5shim.googlecode.com/svn/trunk/html5.js"></script>
+ <![endif]-->
+
+ <!-- Le styles -->
+ <link rel="stylesheet" href="/assets/css/main.css">
+
+ <!-- favicons -->
+ <link rel="shortcut icon" href="/assets/img/favicon.png">
+</head>
+ <!-- META -->
+ <body class="vcard">
+ <!--
+
+-->
+<header class="site-header site-header--not-home">
+ <h1 class="logo"><a class="url" href="/"><i class="logo-mark"></i><span class="fn org">Apache SystemML</span></a></h1>
+ <nav class="main-nav">
+ <ul>
+
+ <li role="presentation">
+
+
+ <a href="/download" target="_self">Download</a>
+
+ </li>
+
+ <li role="presentation">
+
+
+ <a href="/get-started" target="_self">Get Started</a>
+
+ </li>
+
+ <li role="presentation">
+
+
+ <a href="https://apache.github.io/incubator-systemml" target="_blank">Documentation</a>
+
+ </li>
+
+ <li role="presentation">
+
+ <a class="nav-link--hover">Community <i class="icon icon-chevron-down"></i></a>
+ <ul>
+
+
+ <li><a href="/community" target="_self">Get Involved</a></li>
+
+
+ <li><a href="https://issues.apache.org/jira/browse/SYSTEMML" target="_blank">Issue Tracker</a></li>
+
+
+ <li><a href="https://github.com/apache/incubator-systemml" target="_blank">GitHub</a></li>
+
+
+ <li><a href="/roadmap" target="_self">Roadmap</a></li>
+
+ </ul>
+
+ </li>
+
+ <li role="presentation">
+
+ <a class="nav-link--hover">Apache <i class="icon icon-chevron-down"></i></a>
+ <ul>
+
+
+ <li><a href="http://www.apache.org/foundation/how-it-works.html" target="_blank">Apache Software Foundation</a></li>
+
+
+ <li><a href="http://www.apache.org/licenses/" target="_blank">Apache License</a></li>
+
+
+ <li><a href="http://www.apache.org/foundation/sponsorship" target="_blank">Sponsorship</a></li>
+
+
+ <li><a href="http://www.apache.org/foundation/thanks.html" target="_blank">Thanks</a></li>
+
+
+ <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
+
+ </ul>
+
+ </li>
+
+ </ul>
+ </nav>
+</header>
+ <!-- GLOBAL HEADER -->
+ <!--
+
+-->
+<!--
+
+-->
+<div>
+ <!--
+
+-->
+
+<section class="full-stripe full-stripe--center clear-header secondary-banner">
+ <div class="ml-container">
+ <h1 >Apache SystemML Community</h1>
+ </div>
+</section>
+
+<!-- You can:
+
+* Use our project and provide a feedback.
+* Provide us with the use-cases.
+* Report bugs and submit patches.
+* Contribute code, javadocs, documentation.
+
+Visit the [Contributing] page for more information.
+### Mailing list
+Get help using SystemML or contribute to the project on our mailing lists:
+
+
+
+[dev@systemml.incubator.apache.org](mailto:dev@systemml.incubator.apache.org) is for people who want to contribute code to SystemML.
+
+[subscribe](mailto:dev-subscribe@systemml.incubator.apache.org?subject=send this email to subscribe),
+[unsubscribe](mailto:dev-unsubscribe@systemml.incubator.apache.org?subject=send this email to unsubscribe),
+[archives](https://www.mail-archive.com/dev@systemml.apache.org/)
+
+[commits@systemml.incubator.apache.org](mailto:commits@systemml.incubator.apache.org) is for commit messages and patches to SystemML.
+
+[subscribe](mailto:commits-subscribe@systemml.incubator.apache.org?subject=send this email to subscribe),
+[unsubscribe](mailto:commits-unsubscribe@systemml.incubator.apache.org?subject=send this email to unsubscribe),
+[archives](https://www.mail-archive.com/commits@systemml.apache.org/)
+
+
+ [issues@systemml.incubator.apache.org](mailto:issues@systemml.incubator.apache.org) is for issues workflow notifications. [subscribe](mailto:issues-subscribe@systemml.incubator.apache.org?subject=send this email to subscribe),
+ [unsubscribe](mailto:issues-unsubscribe@systemml.incubator.apache.org?subject=send this email to unsubscribe),
+ [archives](https://www.mail-archive.com/issues@systemml.incubator.apache.org/)
+
+
+### Issue tracker
+
+
+
+#### Bug Reports
+
+Found bug? Enter an issue in the [Issue Tracker](https://issues.apache.org/jira/browse/SYSTEMML).
+
+Before submitting an issue, please:
+
+* Verify that the bug does in fact exist.
+* Search the issue tracker to verify there is no existing issue reporting the bug you've found.
+* Consider tracking down the bug yourself in the Wink's source and submitting a patch along with your bug report. This is a great time saver for the Wink developers and helps ensure the bug will be fixed quickly. -->
+
+<section class="full-stripe full-stripe--alternate hero">
+ <div class="ml-container">
+ <div class="content">
+ <h2>Github</h2>
+ <p>You can find all of Apache SystemML’s code on Github, including example algorithms, notebooks. Fork it, try it out and contribute yourself.</p>
+ <a href="https://git-wip-us.apache.org/repos/asf/incubator-systemml.git" target="_blank" class="button button-primary">Go To Github</a>
+ </div>
+ <div class="content">
+ <h2>Jira</h2>
+ <p>
+ Keep track of the daily updates going on with SystemML and create your own Jira to report issues and bugs you come across, acting as part of the SystemML community.</p>
+ <a href="https://issues.apache.org/jira/browse/SYSTEMML" target="_blank" class="button button-primary">Go To Jira</a>
+ </div>
+ <div class="content">
+ <h2>Mailing List</h2>
+ <p>Because Apache SystemML is open source, all changes are documented in the mailing list. Sign up today to be updated on all of the changes happening.</p>
+ <a href="http://mail-archives.apache.org/mod_mbox/incubator-systemml-dev/" target="_blank" class="button button-primary">Go to Archive</a>
+ </div>
+ </div>
+</section>
+<section class="full-stripe">
+ <div class="ml-container">
+ <h2 class="full-stripe--center">SystemML Contributors</h2><br>
+ <div class="content-g">
+
+
+ <div class="profile">
+ <a href="http://github.com/ae2015">
+ <img class="profile--img" src="http://github.com/ae2015.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/ae2015">Alexandre V Evfimievski</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>IBM</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/asurve">
+ <img class="profile--img" src="http://github.com/asurve.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/asurve">Arvind Surve</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>IBM</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/bertholdreinwald">
+ <img class="profile--img" src="http://github.com/bertholdreinwald.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/bertholdreinwald">Berthold Reinwald</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>IBM</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/dbtsai">
+ <img class="profile--img" src="http://github.com/dbtsai.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/dbtsai">DB Tsai</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>Netflix</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/deroneriksson">
+ <img class="profile--img" src="http://github.com/deroneriksson.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/deroneriksson">Deron Eriksson</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>IBM</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/fmakari">
+ <img class="profile--img" src="http://github.com/fmakari.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/fmakari">Faraz Makari</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>Daimler TSS</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/frreiss">
+ <img class="profile--img" src="http://github.com/frreiss.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/frreiss">Fred Reiss</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>IBM</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/gweidner">
+ <img class="profile--img" src="http://github.com/gweidner.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/gweidner">Glenn Weidner</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>IBM</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/holdenk">
+ <img class="profile--img" src="http://github.com/holdenk.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/holdenk">Holden Karau</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>IBM</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/jkbradley">
+ <img class="profile--img" src="http://github.com/jkbradley.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/jkbradley">Joseph Bradley</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>Databricks</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/lresende">
+ <img class="profile--img" src="http://github.com/lresende.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/lresende">Luciano Resende</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>IBM</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/mboehm7">
+ <img class="profile--img" src="http://github.com/mboehm7.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/mboehm7">Matthias Boehm</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>IBM</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/dusenberrymw">
+ <img class="profile--img" src="http://github.com/dusenberrymw.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/dusenberrymw">Mike Dusenberry</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>IBM</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/niketanpansare">
+ <img class="profile--img" src="http://github.com/niketanpansare.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/niketanpansare">Niketan Pansare</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>IBM</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/pwendell">
+ <img class="profile--img" src="http://github.com/pwendell.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/pwendell">Patrick Wendell</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member, Mentor</li>
+ <li>Databricks</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/prithvirajsen">
+ <img class="profile--img" src="http://github.com/prithvirajsen.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/prithvirajsen">Prithviraj Sen</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>IBM</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/rxin">
+ <img class="profile--img" src="http://github.com/rxin.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/rxin">Reynold Xin</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member, Mentor</li>
+ <li>Databricks</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/rbowen">
+ <img class="profile--img" src="http://github.com/rbowen.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/rbowen">Rich Bowen</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member, Mentor</li>
+ <li>Red Hat</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/shirisht">
+ <img class="profile--img" src="http://github.com/shirisht.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/shirisht">Shirish Tatikonda</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>Target</li>
+ </ul>
+ </div>
+ </div>
+
+ <div class="profile">
+ <a href="http://github.com/mengxr">
+ <img class="profile--img" src="http://github.com/mengxr.png">
+ </a>
+ <div class="profile--info">
+ <a class="profile--name" href="http://github.com/mengxr">Xiangrui Meng</a>
+ <ul class="bullet-pointless">
+ <li></li>
+ <li>PMC Member</li>
+ <li>Databricks</li>
+ </ul>
+ </div>
+ </div>
+
+
+ </div>
+ </div>
+</section>
+<section class="full-stripe full-stripe--center full-stripe--alternate">
+ <div class="ml-container ml-container--narrow button-group feature-content">
+ <h2>Subscribe to Our Mailing Lists</h2>
+ <p>For SystemML updates and news, subscribe to our development mailing list. As SystemML grows, so will our community. Check out <a href="https://apache.github.io/incubator-systemml/contributing-to-systemml.html#mailing-lists" target="_blank">All Mailing Lists</a></p>
+ <a href="mailto:dev-subscribe@systemml.incubator.apache.org?subject=send this email to subscribe" class="button button-primary">Subscribe</a>
+ <a href="http://mail-archives.apache.org/mod_mbox/incubator-systemml-dev/" target="_blank" class="button button-secondary">View Archive</a>
+ </div>
+</section>
+
+
+
+
+
+<!-- #### Feature Requests
+
+Enhancement requests for new features are also welcome. The more concrete and rationale the request is, the greater the chance it will incorporated into future releases.
+
+
+ [https://issues.apache.org/jira/browse/SYSTEMML](https://issues.apache.org/jira/browse/SYSTEMML)
+
+
+### Source Code
+
+The project sources are accessible via the [source code repository](https://git-wip-us.apache.org/repos/asf/incubator-systemml.git) which is also mirrored in [GitHub](https://github.com/apache/incubator-systemml)
+
+
+### Website Source Code
+
+The project website sources are accessible via the [website source code repository](https://git-wip-us.apache.org/repos/asf/incubator-systemml-website.git) which is also mirrored in [GitHub](https://github.com/apache/incubator-systemml-website) -->
+
+</div>
+
+
+ <!--
+
+-->
+<footer class="site-footer">
+ <div class="ml-container">
+ <div class="footer-col-wrapper">
+
+ Apache SystemML is an effort undergoing <a href="https://incubator.apache.org/index.html">Incubation</a> at The Apache Software Foundation (ASF), sponsored by the Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.
+
+ <div style="text-align:center;">
+
+ <div style="margin-top: 20px; margin-bottom: 20px;">
+ <a href="http://incubator.apache.org"><img src="/assets/img/apache-incubator-logo.png" alt="Apache Incubator"/></a>
+ </div>
+
+ <div>
+ Copyright © 2016 <a href="http://www.apache.org">The Apache Software Foundation</a>.
+ Licensed under the <a href="http://www.apache.org/licenses/LICENSE-2.0">Apache License, Version 2.0</a>.
+ <br>
+
+ Apache, the Apache Feather logo, and the Apache Incubator project logo are trademarks of The Apache Software Foundation.
+
+ </div>
+ </div>
+ </div>
+ </div>
+ <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','//www.google-analytics.com/analytics.js','ga');
+
+ ga('create', 'UA-71553733-1', 'auto');
+ ga('send', 'pageview');
+</script>
+
+</footer>
+ <!-- GLOBAL FOOTER-->
+ <script src="assets/js/bundle.min.js"></script>
+ </body>
+</html>
+
Modified: incubator/systemml/site/download.html
URL: http://svn.apache.org/viewvc/incubator/systemml/site/download.html?rev=1766625&r1=1766624&r2=1766625&view=diff
==============================================================================
--- incubator/systemml/site/download.html (original)
+++ incubator/systemml/site/download.html Wed Oct 26 04:26:04 2016
@@ -1,193 +1,272 @@
-<!DOCTYPE html>
-<html>
- <head>
- <meta charset="utf-8" lang="en-us">
- <meta http-equiv="X-UA-Compatible" content="IE=edge">
-
- <title>Apache SystemML - Declarative Large-Scale Machine Learning</title>
- <meta name="description" content="Apache SystemML provides an optimal workplace for machine
-learning using big data.">
-
- <meta name="HandheldFriendly" content="True">
- <meta name="viewport" content="width=device-width, initial-scale=1.0">
-
- <!-- You can use Open Graph tags to customize link previews.
- Learn more: https://developers.facebook.com/docs/sharing/webmasters -->
- <meta property="og:url" content="https://systemml.apache.org/" />
- <meta property="og:type" content="website" />
- <meta property="og:title" content="Apache SystemML - Declarative Large-Scale Machine Learning" />
- <meta property="og:description" content="Apache SystemML provides an optimal workplace for machine
-learning using big data." />
- <meta property="og:image" content="" />
-
- <!-- favicons -->
- <link rel="shortcut icon" href="/img/favicons/fav_16.ico>
- <link rel="shortcut icon" href=/img/favicons/fav_32.ico">
- <link rel="shortcut icon" href="/img/favicons/fav_48.ico">
-
- <!-- Stylesheet -->
- <link rel="stylesheet" href="css/bundle.css">
-
- </head>
-
- <body class="ap-container vcard">
-
- <!-- Mobile Nav
- <nav class="pushy pushy-right mobile-nav">
- <ul>
- <li role="presentation"><a class="nav-link--hover" href="https://github.com/apache/incubator-systemml" target="_blank">Github</a></li>
- <li role="presentation"><a class="nav-link--hover" href="https://apache.github.io/incubator-systemml" target="_blank">Documentation</a></li>
- <li>
- <a class="nav-link--hover" href="#">Resources<i class="icon icon-chevron-down"></i></a>
- <ul>
- <li><a href="about.html">About SystemML</a></li>
- <li><a href="https://issues.apache.org/jira/browse/SYSTEMML/?selectedTab=com.atlassian.jira.jira-projects-plugin:summary-panel" target="_blank">Found a bug</a></li>
- <li><a href="http://www.apache.org/foundation/how-it-works.html" target="_blank">Apache Software Foundation</a></li>
- <li><a href="http://www.apache.org/licenses/" target="_blank">Apache License</a></li>
- <li><a href="http://www.apache.org/foundation/sponsorship" target="_blank">Sponsorship</a></li>
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- </div>
- </div>
- </section>
+<!--
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+-->
+<!--
- <h2>Download Apache SystemML 0.10.0-incubating</h2>
+-->
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+
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+ <!-- META -->
+ <body class="vcard">
+ <!--
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+-->
+<header class="site-header site-header--not-home">
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+ <nav class="main-nav">
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+ <li role="presentation">
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+
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+
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+ <ul>
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+ <li><a href="/community" target="_self">Get Involved</a></li>
+
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+ <li><a href="https://issues.apache.org/jira/browse/SYSTEMML" target="_blank">Issue Tracker</a></li>
+
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+ <li><a href="https://github.com/apache/incubator-systemml" target="_blank">GitHub</a></li>
+
+
+ <li><a href="/roadmap" target="_self">Roadmap</a></li>
+
+ </ul>
+
+ </li>
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+ <li role="presentation">
+
+ <a class="nav-link--hover">Apache <i class="icon icon-chevron-down"></i></a>
+ <ul>
+
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+ <li><a href="http://www.apache.org/foundation/how-it-works.html" target="_blank">Apache Software Foundation</a></li>
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+ <!-- GLOBAL HEADER -->
+ <!--
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+<!--
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+<div>
+ <!--
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+<div class="ml-container clear-header">
+ <h1>Apache SystemML Downloads</h1>
+
+ Apache SystemML is released as a source artifact. Binary artifacts (including the ones available in Maven) are made available for your convenience. You will be prompted for a mirror - if the file is not found on yours, please be patient, as it may take 24 hours to reach all mirrors. Apache SystemML is distributed under the <a href="http://www.apache.org/licenses/LICENSE-2.0">Apache License, version 2.0</a>.
+
+ <h2>Download Apache SystemML 0.10.0-incubating</h2>
+ <div class="row">
+ <div class="span10">
<table class="table table-hover">
- <tr>
- <th><b>Name</b></th>
- <th><b>Archive</b></th>
- <th><b>MD5</b></th>
- <!--th><b>SHA-1</b></th-->
- <th><b>Signature</b></th>
- </tr>
-
- <tr>
- <td>systemml-0.10.0-incubating (tar.gz)</td><td><a href="http://www.apache.org/dyn/closer.lua/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating.tar.gz">tar.gz</a></td>
- <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating.tar.gz.md5">MD5</a> </td>
- <!--td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating.tar.gz.sha1">SHA-1</a></td-->
- <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating.tar.gz.asc">ASC</a></td>
- </tr>
- <tr>
- <td>systemml-0.10.0-incubating (zip) </td><td> <a href="http://www.apache.org/dyn/closer.lua/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating.zip">zip</a></td>
- <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating.zip.md5">MD5</a></td>
- <!--td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating.zip.sha1">SHA-1</a></td-->
- <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating.zip.asc">ASC</a></td>
- </tr>
-
- <tr>
- <td>systemml-0.10.0-incubating-standalone (tar.gz)</td><td><a href="http://www.apache.org/dyn/closer.lua/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-standalone.tar.gz">tar.gz</a></td>
- <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-standalone.tar.gz.md5">MD5</a> </td>
- <!--td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-standalone.tar.gz.sha1">SHA-1</a></td-->
- <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-standalone.tar.gz.asc">ASC</a></td>
- </tr>
- <tr>
- <td>systemml-0.10.0-incubating-standalone (zip) </td><td> <a href="http://www.apache.org/dyn/closer.lua/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-standalone.zip">zip</a></td>
- <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-standalone.zip.md5">MD5</a></td>
- <!--td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-standalone.zip.sha1">SHA-1</a></td-->
- <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-standalone.zip.asc">ASC</a></td>
- </tr>
-
- <tr>
- <td>systemml-0.10.0-incubating (Source tar.gz) </td><td> <a href="http://www.apache.org/dyn/closer.lua/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-src.tar.gz">tar.gz</a></td>
- <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-src.tar.gz.md5">MD5</a></td>
- <!--td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-src.tar.gz.sha1">SHA-1</a></td-->
- <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-src.tar.gz.asc">ASC</a></td>
- </tr>
- <tr>
- <td>systemml-0.10.0-incubating (Source zip) </td><td> <a href="http://www.apache.org/dyn/closer.lua/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-src.zip">zip</a></td>
- <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-src.zip.md5">MD5</a></td>
- <!--td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-src.zip.sha1">SHA-1</a></td-->
- <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-src.zip.asc">ASC</a></td>
- </tr>
-
- <tr>
- <td>Release Notes </td><td> <a href="/0.10.0-incubating/release_notes.html">0.10.0-incubating</a></td>
- <td></td>
- <td></td>
- </tr>
- </table>
-
- <p>Instructions for checking hashes and signatures is described on the <a href="http://www.apache.org/info/verification.html">Verifying Apache Software Foundation Releases</a> page.</p>
+ <tr>
+ <th><b>Name</b></th>
+ <th><b>Archive</b></th>
+ <th><b>MD5</b></th>
+ <th><b>Signature</b></th>
+ </tr>
+ <tr>
+ <td>systemml-0.10.0-incubating (tar.gz)</td>
+ <td><a href="http://www.apache.org/dyn/closer.lua/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating.tar.gz">tar.gz</a></td>
+ <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating.tar.gz.md5">MD5</a> </td>
+ <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating.tar.gz.asc">ASC</a></td>
+ </tr>
+ <tr>
+ <td>systemml-0.10.0-incubating (zip) </td>
+ <td><a href="http://www.apache.org/dyn/closer.lua/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating.zip">zip</a></td>
+ <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating.zip.md5">MD5</a></td>
+ <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating.zip.asc">ASC</a></td>
+ </tr>
+ <tr>
+ <td>systemml-0.10.0-incubating-standalone (tar.gz)</td>
+ <td><a href="http://www.apache.org/dyn/closer.lua/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-standalone.tar.gz">tar.gz</a></td>
+ <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-standalone.tar.gz.md5">MD5</a> </td>
+ <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-standalone.tar.gz.asc">ASC</a></td>
+ </tr>
+ <tr>
+ <td>systemml-0.10.0-incubating-standalone (zip)</td>
+ <td><a href="http://www.apache.org/dyn/closer.lua/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-standalone.zip">zip</a></td>
+ <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-standalone.zip.md5">MD5</a></td>
+ <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-standalone.zip.asc">ASC</a></td>
+ </tr>
+ <tr>
+ <td>systemml-0.10.0-incubating (Source tar.gz)</td>
+ <td><a href="http://www.apache.org/dyn/closer.lua/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-src.tar.gz">tar.gz</a></td>
+ <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-src.tar.gz.md5">MD5</a></td>
+ <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-src.tar.gz.asc">ASC</a></td>
+ </tr>
+ <tr>
+ <td>systemml-0.10.0-incubating (Source zip) </td>
+ <td> <a href="http://www.apache.org/dyn/closer.lua/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-src.zip">zip</a></td>
+ <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-src.zip.md5">MD5</a></td>
+ <td><a href="http://www.apache.org/dist/incubator/systemml/0.10.0-incubating/systemml-0.10.0-incubating-src.zip.asc">ASC</a></td>
+ </tr>
+ <tr>
+ <td>Release Notes</td>
+ <td><a href="https://github.com/apache/incubator-systemml-website/blob/master/0.10.0-incubating/release_notes.md">0.10.0-incubating</a></td>
+ <td></td>
+ <td></td>
+ </tr>
+ </table>
+
+ <p>Instructions for checking hashes and signatures is described on the <a href="http://www.apache.org/info/verification.html">Verifying Apache Software Foundation Releases</a> page.</p>
- <h3>Nightly Experimental Builds</h3>
- <p>Nighly experimental builds can be obtained from <a href="https://sparktc.ibmcloud.com/repo/latest/">our nightly build</a> page.</p>
+ <h3>Nightly Experimental Builds</h3>
+ <p>Nighly experimental builds can be obtained from <a href="https://sparktc.ibmcloud.com/repo/latest/">our nightly build</a> page.</p>
- <h3>Bleeding-Edge</h3>
- <p>You can also retrieve the source files from our <as href="https://github.com/apache/incubator-systemml">Git repository</a> and create a bleeding-edge build by typing:</p>
+ <h3>Bleeding-Edge</h3>
+ <p>You can also retrieve the source files from our <a href="https://github.com/apache/incubator-systemml">Git repository</a> and create a bleeding-edge build by typing:</p>
- <pre>git clone https://github.com/apache/incubator-systemml
+ <pre>
+git clone https://github.com/apache/incubator-systemml
cd incubator-systemml
-mvn clean package</pre>
+mvn clean package
+ </pre>
<h3>Using Maven</h3>
- <p>We strongly encourage our users to configure a Maven repository mirror closer to their location. Please read <a href="http://maven.apache.org/guides/mini/guide-mirror-settings.html">How to Use Mirrors for Repositories</a>.</p>
+
+ <p>We strongly encourage our users to configure a Maven repository mirror closer to their location. Please read <a href="http://maven.apache.org/guides/mini/guide-mirror-settings.html">How to Use Mirrors for Repositories</a>.
<h4>Dependencies</h4>
+
<p>Add the following dependencies to your Maven pom.xml.</p>
<pre>
<dependency>
-<groupId>org.apache.systemml</groupId>
-<artifactId>systemml</artifactId>
-<version>0.10.0-incubating</version>
-</dependency></pre>
- </section>
-
- <footer class="site-footer">
- <div class="content-container">
- <p>Apache SystemML is an effort undergoing <a href="https://incubator.apache.org/index.html">Incubation</a> at The Apache Software Foundation (ASF), sponsored by the Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.</p>
- <img src="img/apache-incubator-logo.png" alt="Apache Software Foundation" />
- <p>Copyright © 2016 The Apache Software Foundation. Licensed under the Apache License, Version 2.0. Apache, the Apache Feather logo, and the Apache Incubator project logo are trademarks of The Apache Software Foundation.</p>
+ <groupId>org.apache.systemml</groupId>
+ <artifactId>systemml</artifactId>
+ <version>0.10.0-incubating</version>
+</dependency>
+ </pre>
+ </div>
+
+ </div>
+</div>
+
+</div>
+
+
+ <!--
+
+-->
+<footer class="site-footer">
+ <div class="ml-container">
+ <div class="footer-col-wrapper">
+
+ Apache SystemML is an effort undergoing <a href="https://incubator.apache.org/index.html">Incubation</a> at The Apache Software Foundation (ASF), sponsored by the Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.
+
+ <div style="text-align:center;">
+
+ <div style="margin-top: 20px; margin-bottom: 20px;">
+ <a href="http://incubator.apache.org"><img src="/assets/img/apache-incubator-logo.png" alt="Apache Incubator"/></a>
+ </div>
+
+ <div>
+ Copyright © 2016 <a href="http://www.apache.org">The Apache Software Foundation</a>.
+ Licensed under the <a href="http://www.apache.org/licenses/LICENSE-2.0">Apache License, Version 2.0</a>.
+ <br>
+
+ Apache, the Apache Feather logo, and the Apache Incubator project logo are trademarks of The Apache Software Foundation.
+
+ </div>
</div>
- </footer>
-
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- (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
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+
Added: incubator/systemml/site/get-started.html
URL: http://svn.apache.org/viewvc/incubator/systemml/site/get-started.html?rev=1766625&view=auto
==============================================================================
--- incubator/systemml/site/get-started.html (added)
+++ incubator/systemml/site/get-started.html Wed Oct 26 04:26:04 2016
@@ -0,0 +1,451 @@
+<!--
+
+-->
+<!--
+
+-->
+<!DOCTYPE html>
+<html lang="en">
+ <!--
+
+-->
+<head>
+ <meta charset="utf-8">
+ <meta http-equiv="X-UA-Compatible" content="IE=edge">
+
+ <title>Get Started</title>
+
+ <meta name="description" content="Get-Started Page">
+
+ <meta name="author" content="Apache SystemML">
+
+ <!-- Enable responsive viewport -->
+ <meta name="HandheldFriendly" content="True">
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+ <!-- You can use Open Graph tags to customize link previews.
+ Learn more: https://developers.facebook.com/docs/sharing/webmasters -->
+ <meta property="og:url" content="https://systemml.apache.org/" />
+ <meta property="og:type" content="website" />
+ <meta property="og:title" content="Get Started" />
+ <meta property="og:description" content="Apache SystemML provides an optimal workplace for Machine Learning using big data" />
+ <meta property="og:image" content="" />
+
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+ <div class="ml-container">
+ <h1>Get Started</h1>
+ </div>
+</section>
+
+<!-- Overview-->
+<section class="full-stripe">
+ <div class="ml-container ml-container--vertically-centered">
+ <div class="col col-6 feature-content feature-content--more-padding">
+ <h2>SystemML Beginner Tutorial</h2>
+ <h4><strong>Difficulty Level:</strong> Beginner <strong>Time:</strong> 20 minutes</h4><br>
+ <p>How to set up and run Apache SystemML locally.</p>
+ <a class="button button-secondary" href="https://apache.github.io/incubator-systemml">Docs</a>
+ </div>
+ <div class="col col-6 preview-image feature-content feature-content--more-padding">
+ <img src="/assets/img/robotTutorial.png" alt="What is Apache SystemML?">
+ </div>
+ </div>
+</section>
+
+<!-- Tutorial Instructionss -->
+<section class="full-stripe full-stripe--alternate">
+
+ <!-- Assumptions Header -->
+ <section class="ml-container content-group steps">
+ <ol>
+ <section class="ml-container">
+ <div class="col-12">
+ <h2>Assumptions</h2>
+ <p>If you haven’t run Apache SystemML before, make sure to set up your environment first.</p>
+ </div>
+ </section>
+
+ <!-- step 1 -->
+ <li class="ml-container">
+ <div class="col-1">
+ <div class="circle">1</div>
+ </div>
+ <div class="col-3">
+ <h3>Install Homebrew</h3>
+ </div>
+ <div class="col-8">
+ <pre>
+ <code>
+/usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"
+# Linux
+ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Linuxbrew/install/master/install)"</code>
+ </pre>
+ </div>
+ </li>
+
+ <!-- step 2 -->
+ <li class="ml-container ml-container--section-end border">
+ <!-- instruction -->
+ <div class="col-1">
+ <div class="circle">2</div>
+ </div>
+ <div class="col-3">
+ <h3>Install Java</h3>
+ </div>
+
+ <div class="col-8">
+ <!-- code -->
+ <pre>
+ <code>
+brew tap caskroom/cask
+brew install Caskroom/cask/java
+
+brew install python
+pip install jupyter matplotlib numpy</code>
+ </pre>
+ </div>
+ </li>
+
+ <!-- Download Section -->
+ <section class="ml-container">
+ <div class="col-12">
+ <h2>Downloads</h2>
+ <p>Download this Spark and SystemML</p>
+ </div>
+ </section>
+
+ <!-- Step 3 -->
+ <li class="ml-container">
+ <!-- instruction -->
+ <div class="col-1">
+ <div class="circle">3</div>
+ </div>
+ <div class="col-3">
+ <h3>Download and Install Spark 1.6</h3>
+ </div>
+ <!-- code -->
+ <div class="col-8">
+ <pre>
+ <code>
+brew tap homebrew/versions
+brew install apache-spark16</code>
+ </pre>
+ </div>
+ </li>
+ <!-- Step 4 -->
+ <li class="ml-container border">
+ <!-- instruction -->
+ <div class="col-1">
+ <div class="circle">4</div>
+ </div>
+ <div class="col-3">
+ <h3>Download and Install SystemML</h3>
+ </div>
+ <!-- code -->
+ <div class="col-8">
+ <p>Download systemml-0.11.0-incubating.zip and unzip it to a location of your choice.
+ <a>https://systemml.apache.org/download.html</a>
+ This is optional, but will be much easier in the long run: move SystemML to your bash profile. </p>
+ <pre>
+ <code>
+vim .bash_profile
+i
+# 1 line:
+export SYSTEMML_HOME=/Users/stc/Documents/systemml-0.10.0-incubating
+:wq</code>
+ </pre>
+ <p>
+Similar to the Scala API, SystemML also provides a Python MLContext API. In addition to the regular SystemML.jar file, you’ll need to install the Python API as follows:</p>
+ <pre>
+ <code>
+Python 2:
+pip install systemml
+# Bleeding edge: pip install git+git://github.com/apache/incubator-systemml.git#subdirectory=src/main/python
+
+
+Python 3:
+pip3 install systemml
+# Bleeding edge: pip3 install git+git://github.com/apache/incubator-systemml.git#subdirectory=src/main/python</code>
+ </pre>
+ </div>
+ </li>
+
+ <!-- Ways to Use Spark Section -->
+ <section class="ml-container">
+ <div class="col-12">
+ <h2>Ways to Use</h2>
+ <p>How to Use SystemML</p>
+ </div>
+ </section>
+
+ <!-- Step 5 -->
+ <li class="ml-container">
+ <!-- instruction -->
+ <div class="col-1">
+ <div class="circle">5</div>
+ </div>
+ <div class="col-3">
+ <h3>In Jupyter Notebook</h3>
+ </div>
+ <!-- code -->
+ <div class="col-8">
+ <h4>Get Started</h4>
+ <p>Start up your Jupyter notebook by moving to the folder where you saved the notebook. Then copying and pasting the line below:</p>
+ <pre>
+ <code>
+Python 2:
+PYSPARK_DRIVER_PYTHON=jupyter PYSPARK_DRIVER_PYTHON_OPTS="notebook" pyspark --master local[*] --driver-class-path SystemML.jar --jars SystemML.jar--conf "spark.driver.memory=12g" --conf spark.driver.maxResultSize=0 --conf spark.akka.frameSize=128 --conf spark.default.parallelism=100
+Python 3:
+PYSPARK_PYTHON=python3 PYSPARK_DRIVER_PYTHON=jupyter PYSPARK_DRIVER_PYTHON_OPTS="notebook" pyspark --master local[*] --driver-class-path SystemML.jar --jars SystemML.jar --conf "spark.driver.memory=12g" --conf spark.driver.maxResultSize=0 --conf spark.akka.frameSize=128 --conf spark.default.parallelism=100</code>
+ </pre>
+ <a class="button button-primary" href="#">Download Example Jupyter Notebook</a>
+ </div>
+ </li>
+
+ <!-- Step 6 -->
+ <li class="ml-container">
+ <!-- instruction -->
+ <div class="col-1">
+ <div class="circle">6</div>
+ </div>
+ <div class="col-3">
+ <h3>To Run SystemML in the Spark Shell</h3>
+ </div>
+ <!-- code -->
+ <div class="col-8">
+ <h4>Start Spark Shell with SystemML</h4>
+ <p> To use SystemML with Spark Shell, the SystemML jar can be referenced using Spark Shell’s --jars option.
+ Start the Spark Shell with SystemML with the following line of code in your terminal:</p>
+ <pre>
+ <code>
+spark-shell --executor-memory 4G --driver-memory 4G --jars SystemML.jar</code>
+ </pre>
+ <h4>Create the MLContext</h4>
+ <p>To begin, start an MLContext by typing the code below. Once successful, you should see a “Welcome to Apache SystemML!” message.</p>
+ <pre>
+ <code>
+import org.apache.sysml.api.mlcontext._
+import org.apache.sysml.api.mlcontext.ScriptFactory._
+val ml = new MLContext(sc)</code>
+ </pre>
+ <h4>Hello World</h4>
+ <p>The ScriptFactory class allows DML and PYDML scripts to be created from Strings, Files, URLs, and InputStreams. Here, we’ll use the dmlmethod to create a DML “hello world” script based on a String. We execute the script using MLContext’s execute method, which displays “hello world” to the console. The execute method returns an MLResults object, which contains no results since the script has no outputs.</p>
+ <pre>
+ <code>
+val helloScript = dml("print('hello world')")
+ml.execute(helloScript)</code>
+ </pre>
+ <h4>DataFrame Example</h4>
+ <p>As an example of how to use SystemML, we’ll first use Spark to create a DataFrame called df of random doubles from 0 to 1 consisting of 10,000 rows and 1,000 columns.</p>
+ <pre>
+ <code>
+import org.apache.spark.sql._
+import org.apache.spark.sql.types.{StructType,StructField,DoubleType}
+import scala.util.Random
+val numRows = 10000
+val numCols = 1000
+val data = sc.parallelize(0 to numRows-1).map { _ => Row.fromSeq(Seq.fill(numCols)(Random.nextDouble)) }
+val schema = StructType((0 to numCols-1).map { i => StructField("C" + i, DoubleType, true) } )
+val df = sqlContext.createDataFrame(data, schema)</code>
+ </pre>
+ <p>We’ll create a DML script using the ScriptFactory dml method to find the minimum, maximum, and mean values in a matrix. This script has one input variable, matrix Xin, and three output variables, minOut, maxOut, and meanOut.
+ For performance, we’ll specify metadata indicating that the matrix has 10,000 rows and 1,000 columns.
+ We execute the script and obtain the results as a Tuple by calling getTuple on the results, specifying the types and names of the output variables.</p>
+ <pre>
+ <code>
+val minMaxMean =
+"""
+minOut = min(Xin)
+maxOut = max(Xin)
+meanOut = mean(Xin)
+"""
+val mm = new MatrixMetadata(numRows, numCols)
+val minMaxMeanScript = dml(minMaxMean).in("Xin", df, mm).out("minOut", "maxOut", "meanOut")
+val (min, max, mean) = ml.execute(minMaxMeanScript).getTuple[Double, Double, Double]("minOut", "maxOut", "meanOut")</code>
+ </pre>
+ <p>Many different types of input and output variables are automatically allowed. These types include Boolean, Long, Double, String, Array[Array[Double]], RDD<String> and JavaRDD<String> in CSV (dense) and IJV (sparse) formats, DataFrame, BinaryBlockMatrix,Matrix, and Frame. RDDs and JavaRDDs are assumed to be CSV format unless MatrixMetadata is supplied indicating IJV format.</p>
+ <h4>RDD Example:</h4>
+ <p>Let’s take a look at an example of input matrices as RDDs in CSV format. We’ll create two 2x2 matrices and input these into a DML script. This script will sum each matrix and create a message based on which sum is greater. We will output the sums and the message.</p>
+ <pre>
+ <code>
+val rdd1 = sc.parallelize(Array("1.0,2.0", "3.0,4.0"))
+val rdd2 = sc.parallelize(Array("5.0,6.0", "7.0,8.0"))
+val sums = """
+s1 = sum(m1);
+s2 = sum(m2);
+if (s1 > s2) {
+message = "s1 is greater"
+} else if (s2 > s1) {
+message = "s2 is greater"
+} else {
+message = "s1 and s2 are equal"
+}
+"""
+scala.tools.nsc.io.File("sums.dml").writeAll(sums)
+val sumScript = dmlFromFile("sums.dml").in(Map("m1"-> rdd1, "m2"-> rdd2)).out("s1", "s2", "message")
+val sumResults = ml.execute(sumScript)
+val s1 = sumResults.getDouble("s1")
+val s2 = sumResults.getDouble("s2")
+val message = sumResults.getString("message")
+val rdd1Metadata = new MatrixMetadata(2, 2)
+val rdd2Metadata = new MatrixMetadata(2, 2)
+val sumScript = dmlFromFile("sums.dml").in(Seq(("m1", rdd1, rdd1Metadata), ("m2", rdd2, rdd2Metadata))).out("s1", "s2", "message")
+val (firstSum, secondSum, sumMessage) = ml.execute(sumScript).getTuple[Double, Double, String]("s1", "s2", "message")</code>
+ </pre>
+ <p>Congratulations! You’ve now run examples in Apache SystemML!</p>
+ </div>
+ </li>
+ </ol>
+ </section>
+ </div>
+
+</section>
+
+</div>
+
+
+ <!--
+
+-->
+<footer class="site-footer">
+ <div class="ml-container">
+ <div class="footer-col-wrapper">
+
+ Apache SystemML is an effort undergoing <a href="https://incubator.apache.org/index.html">Incubation</a> at The Apache Software Foundation (ASF), sponsored by the Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.
+
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+
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+ <a href="http://incubator.apache.org"><img src="/assets/img/apache-incubator-logo.png" alt="Apache Incubator"/></a>
+ </div>
+
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+ Copyright © 2016 <a href="http://www.apache.org">The Apache Software Foundation</a>.
+ Licensed under the <a href="http://www.apache.org/licenses/LICENSE-2.0">Apache License, Version 2.0</a>.
+ <br>
+
+ Apache, the Apache Feather logo, and the Apache Incubator project logo are trademarks of The Apache Software Foundation.
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+
Modified: incubator/systemml/site/index.html
URL: http://svn.apache.org/viewvc/incubator/systemml/site/index.html?rev=1766625&r1=1766624&r2=1766625&view=diff
==============================================================================
--- incubator/systemml/site/index.html (original)
+++ incubator/systemml/site/index.html Wed Oct 26 04:26:04 2016
@@ -1,246 +1,275 @@
+<!--
+
+-->
+<!--
+
+-->
<!DOCTYPE html>
-<html>
- <head>
- <meta charset="utf-8" lang="en-us">
- <meta http-equiv="X-UA-Compatible" content="IE=edge">
-
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-
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- <meta property="og:type" content="website" />
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-learning using big data." />
- <meta property="og:image" content="" />
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-
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- <li>
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+<html lang="en">
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+ <nav class="main-nav">
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+
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+
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+
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+
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+
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+
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+
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+
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+
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+
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- </ul>
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+
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+
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+
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+
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+
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- </nav>
- </header>
+
+ </li>
+
+ </ul>
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+ <div class="banner-content">
+ <h1>Apache SystemML</h1>
+ <p>A machine learning platform optimal for big data.</p>
+ <!-- <a class="video-link jq-modal-trigger" href="#introduction"><i class="icon play-button"></i>Introduction to Apache SystemML</a> -->
+ <a class="button button-primary" href="download.html">Download SystemML</a>
+ </div>
+ </div>
+ <video src="/assets/media/hero.mp4" autoplay loop></video>
+</section>
- <section class="hero-banner hero-home">
- <div class="banner-overlay">
- <div class="banner-content">
- <h1>Apache SystemML</h1>
- <p>A machine learning platform optimal for big data.</p>
- <a class="video-link jq-modal-trigger" href="#introduction"><i class="icon play-button"></i>Introduction to Apache SystemML</a>
- <a class="button button-primary" href="download.html">Download SystemML</a>
- </div>
- </div>
- <video src="media/hero.mp4" autoplay loop></video>
- </section>
- <section class="announcement-banner">
- <div class="content-container">
- <div class="content-group">
- <p>SystemML awarded <a href="http://vldb2016.persistent.com/awards.php" target="_blank">VLDB 2016 Best Paper and Demonstation</a>.<br />Download <a href="http://www.vldb.org/pvldb/vol9/p960-elgohary.pdf" target="_blank">Compressed Linear Algebra for Large-Scale
-Machine Learning</a></p>
- </div>
- </div>
- </section>
+<!-- News -->
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+<section class="full-stripe full-stripe--alternate">
+ <div class="ml-container ml-container--narrow ml-container--vertically-centered">
+ <div class="col col-4 content">
+ <a href="http://vldb2016.persistent.com/awards.php" target="_blank"><img src="/assets/img/award.png" alt="VLDB Best Paper 2016"></a>
+ </div>
+ <div class="col col-8">
+ <h3>VLDB 2016 Best Paper and Demonstation</h3>
+ <p>Read Compressed Linear Algebra for Large-Scale Machine Learning.<a href="http://www.vldb.org/pvldb/vol9/p960-elgohary.pdf" target="_blank"> Download Paper</a></p>
+ </div>
+ </div>
+</section>
- <section class="content-container content-group elevator-group">
- <div class="content-text elevator-text">
- <h2>What is SystemML</h2>
- <p>Apache SystemML provides an optimal workplace for machine learning using big data. Apache SystemML can be run on top of Apache Spark, where it automatically scales your data, line by line, determining whether your code should be run on the driver or an Apache Spark cluster. Users no longer need to learn about complicated code or scaling. Apache SystemML also understands that the user's priority lies with math and algorithms. That's why Apache SystemML runs in R and Python-like syntax, allowing the user to focus on machine learning, rather than the engineering behind it.
-<br /><a class="jq-modal-trigger" href="#systemml-demo">Watch Apache SystemML in action</a></p>
- </div>
- <img src="img/what-is-systemml.png" alt="What is Apache SystemML?" />
- </section>
- <section class="features-banner">
- <div class="content-container">
- <h2>Features</h2>
- <ul class="content-group">
- <li>
- <i class="icon icon-data"></i>
- <h3>Big Data</h3>
- <p>SystemML relieves big data stress by automatically scaling, so that the user can focus on what’s important.</p>
- </li>
- <li>
- <i class="icon icon-code"></i>
- <h3>Language</h3>
- <p>Use R and Python-like Syntax to code your machine learning project.</p>
- </li>
- <li>
- <i class="icon icon-math"></i>
- <h3>High-Level Math</h3>
- <p>SystemML provides a platform where the user can easily implement high level math and algorithms.</p>
- </li>
- </ul>
- </div>
- </section>
+<!-- About -->
+<!--
- <section class="usecases-banner content-container">
- <h2 class="text-center">SystemML Use Cases</h2>
- <div>
-
- <div class="content-group">
- <div class="content-text">
- <h3>Automotive</h3>
- <p>SystemML was used for big data needs in an automotive use case focusing on customer satisfaction where 2 million cars, 10 million repair cases and 25 million part exchanges were considered, using sequence mining, logistic regression and intermediate result sequences.</p>
- </div>
- <img src="img/automotive.png" alt="SystemML for the automitve industry" />
- </div>
+-->
+<section class="full-stripe">
+ <div class="ml-container ml-container--vertically-centered">
+ <div class="col col-6 feature-content feature-content--more-padding">
+ <h2>What is SystemML?</h2>
+ <p>Apache SystemML provides an optimal workplace for machine learning using big data.
+ It can be run on top of Apache Spark, where it automatically scales your data, line by line,
+ determining whether your code should be run on the driver or an Apache Spark cluster.</p>
+ </div>
+ <div class="col col-6 preview-image feature-content feature-content--more-padding">
+ <img src="/assets/img/diagramAnim-v4.gif" alt="What is Apache SystemML?">
+ </div>
+ </div>
+</section>
- <div class="content-group">
- <div class="content-text">
- <h3>Airport Traffic</h3>
- <p>With airports getting more and more congested, researchers used SystemML to predict passenger volumes at various airport locations. With a very large data set, researchers were able to create multiple models per location and per passenger time, while developing a time-series analysis on the change of seasons.</p>
- </div>
- <img src="img/airport-traffic.png" alt="SystemML improves Airport Traffic" />
- </div>
- <div class="content-group">
- <div class="content-text">
- <h3>Social Banking</h3>
- <p>Researchers decided to look at social media data linked to bank data in order to identify customer segments of interest, find predictors of what people would want to purchase and gauge sentiment towards bank products. Using SystemML, they were able to do this using bivariate odds ratios and binomial proportions with confidence intervals.</p>
- </div>
- <img src="img/social-banking.png" alt="SystemML for Social Banking" />
- </div>
+<!-- Beginner Tutorial -->
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+ <div class="col col-6 preview-image feature-content feature-content--more-padding">
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</div>
- </section>
-
- <section class="get-started-banner">
- <div class="content-container">
- <h2>Start using SystemML today!</h2>
-
- <ul class="content-group">
- <li>
- <a class="button button-primary" href="http://apache.github.io/incubator-systemml/beginners-guide-python">SystemML getting started guide for Python</a>
- </li>
- <li>
- </li>
- <li>
- <a class="button button-primary" href="http://apache.github.io/incubator-systemml/beginners-guide-to-dml-and-pydml">SystemML getting started guide for R</a>
- </li>
- </ul>
+ <div class="col col-6 feature-content feature-content--more-padding">
+ <h2>Get Started</h2>
+ <p>New to Apache SystemML? Try our Get Started tutorial that will walk you through setting up your environment and getting you up and going with SystemML.</p>
+ <a class="button button-primary" href="get-started.html">Begin Tutorial</a>
+ </div>
+ </div>
+</section>
- </div>
- </section>
- <section class="partners-banner">
- <div class="content-container">
- <h2>Ways to Use SystemML</h2>
- <ul class="content-group">
- <li>
- <i class="icon spark-logo"></i>
- <h4>Apache<br/>Spark</h4>
- </li>
- <li>
- <i class="icon hadoop-logo"></i>
- <h4>Apache Hadoop</h4>
- </li>
- <li>
- <i class="icon jupyter-logo"></i>
- <h4>Jupyter</h4>
- </li>
- <li>
- <i class="icon zeppelin-logo"></i>
- <h4>Apache Zeppelin</h4>
- </li>
- </ul>
- </div>
- </section>
+<!-- Mailing List -->
+<!--
- <section class="features-banner">
- <div class="content-container">
- <h2>Get Involved</h2>
- <div class="content-group">
- <p>To contribute code to SystemML, you can contact us directly on Github or <a href="mailto:dev@systemml.incubator.apache.org">dev@systemml.incubator.apache.org</a></p>
+-->
+<section class="full-stripe full-stripe--center">
+ <div class="ml-container ml-container--narrow button-group feature-content">
+ <h2>Subscribe to Our Mailing Lists</h2>
+ <p>For SystemML updates and news, subscribe to our development mailing list. As SystemML grows, so will our community. Check out <a href="https://apache.github.io/incubator-systemml/contributing-to-systemml.html#mailing-lists" target="_blank">All Mailing Lists</a></p>
+ <a href="mailto:dev-subscribe@systemml.incubator.apache.org?subject=send this email to subscribe" class="button button-primary">Subscribe</a>
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+ <ul class="link-list bullet-pointless">
+ <li><a class="icon icon-youtube" href="https://www.youtube.com/channel/UCQwUHIc5SjqNIppUH6xbxXQ"></a></li>
+ <li><a class="icon icon-github" href="https://github.com/apache/incubator-systemml"></a></li>
+ <li><a class="icon icon-twitter" href="https://twitter.com/ApacheSystemML"></a></li>
+ <li><a class="icon icon-medium" href="https://medium.com/@apachesystemml"></a></li>
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+ Apache SystemML is an effort undergoing <a href="https://incubator.apache.org/index.html">Incubation</a> at The Apache Software Foundation (ASF), sponsored by the Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.
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+ <a href="http://incubator.apache.org"><img src="/assets/img/apache-incubator-logo.png" alt="Apache Incubator"/></a>
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+ Copyright © 2016 <a href="http://www.apache.org">The Apache Software Foundation</a>.
+ Licensed under the <a href="http://www.apache.org/licenses/LICENSE-2.0">Apache License, Version 2.0</a>.
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+ Apache, the Apache Feather logo, and the Apache Incubator project logo are trademarks of The Apache Software Foundation.
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- <p>Apache SystemML is an effort undergoing <a href="https://incubator.apache.org/index.html">Incubation</a> at The Apache Software Foundation (ASF), sponsored by the Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.</p>
- <img src="img/apache-incubator-logo.png" alt="Apache Software Foundation" />
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