Modified: mahout/site/mahout_cms/trunk/content/users/algorithms/d-spca.html URL: http://svn.apache.org/viewvc/mahout/site/mahout_cms/trunk/content/users/algorithms/d-spca.html?rev=1800004&r1=1800003&r2=1800004&view=diff ============================================================================== --- mahout/site/mahout_cms/trunk/content/users/algorithms/d-spca.html (original) +++ mahout/site/mahout_cms/trunk/content/users/algorithms/d-spca.html Tue Jun 27 01:06:06 2017 @@ -1,46 +1,54 @@ <!DOCTYPE html> -<html lang="en"> -<head> - <meta charset="utf-8"> - <meta http-equiv="X-UA-Compatible" content="IE=edge"> +<!-- - <title>Distributed Stochastic PCA</title> - - <meta name="author" content="The Apache Software Foundation"> - - <!-- Enable responsive viewport --> - <meta name="viewport" content="width=device-width, initial-scale=1.0"> + Licensed to the Apache Software Foundation (ASF) under one or more + contributor license agreements. 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Modified: mahout/site/mahout_cms/trunk/content/users/algorithms/d-ssvd.html URL: http://svn.apache.org/viewvc/mahout/site/mahout_cms/trunk/content/users/algorithms/d-ssvd.html?rev=1800004&r1=1800003&r2=1800004&view=diff ============================================================================== --- mahout/site/mahout_cms/trunk/content/users/algorithms/d-ssvd.html (original) +++ mahout/site/mahout_cms/trunk/content/users/algorithms/d-ssvd.html Tue Jun 27 01:06:06 2017 @@ -1,46 +1,54 @@ <!DOCTYPE html> -<html lang="en"> -<head> - <meta charset="utf-8"> - <meta http-equiv="X-UA-Compatible" content="IE=edge"> +<!-- - <title>Distributed Stochastic Singular Value Decomposition</title> - - <meta name="author" content="The Apache Software Foundation"> - - <!-- Enable responsive viewport --> - <meta name="viewport" content="width=device-width, initial-scale=1.0"> + Licensed to the Apache Software Foundation (ASF) under one or more + contributor license agreements. See the NOTICE file distributed with + this work for additional information regarding copyright ownership. + The ASF licenses this file to You under the Apache License, Version 2.0 + (the "License"); you may not use this file except in compliance with + the License. You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. +--> + +<html xmlns="http://www.w3.org/1999/xhtml"; xml:lang="en" lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"> + <title>Apache Mahout: Scalable machine learning and data mining</title> + <meta http-equiv="Content-Type" content="text/html; charset=utf-8"> + <meta name="Distribution" content="Global"> + <meta name="Robots" content="index,follow"> + <meta name="keywords" content="apache, apache hadoop, apache lucene, + business data mining, cluster analysis, + collaborative filtering, data extraction, data filtering, data framework, data integration, + data matching, data mining, data mining algorithms, data mining analysis, data mining data, + data mining introduction, data mining software, + data mining techniques, data representation, data set, datamining, + feature extraction, fuzzy k means, genetic algorithm, hadoop, + hierarchical clustering, high dimensional, introduction to data mining, kmeans, + knowledge discovery, learning approach, learning approaches, learning methods, + learning techniques, lucene, machine learning, machine translation, mahout apache, + mahout taste, map reduce hadoop, mining data, mining methods, naive bayes, + natural language processing, + supervised, text mining, time series data, unsupervised, web data mining"> + <link rel="shortcut icon" type="image/x-icon" href="https://mahout.apache.org/images/favicon.ico";> + <!--<script type="text/javascript" src="/docs/0.13.0/js/prototype.js"></script>--> + <script type="text/javascript" src="https://ajax.googleapis.com/ajax/libs/prototype/1.7.2.0/prototype.js";></script> + <script type="text/javascript" src="/docs/0.13.0/assets/themes/mahout-retro/js/effects.js"></script> + <script type="text/javascript" src="/docs/0.13.0/assets/themes/mahout-retro/js/search.js"></script> + <script type="text/javascript" src="/docs/0.13.0/assets/themes/mahout-retro/js/slides.js"></script> + + <link href="/docs/0.13.0/assets/themes/mahout-retro/css/bootstrap.min.css" rel="stylesheet" media="screen"> + <link href="/docs/0.13.0/assets/themes/mahout-retro/css/bootstrap-responsive.css" rel="stylesheet"> + <link rel="stylesheet" href="/docs/0.13.0/assets/themes/mahout-retro/css/global.css" type="text/css"> - <!-- Bootstrap styles --> - <link href="/docs/0.13.0/assets/themes/mahout3/css/bootstrap.min.css" rel="stylesheet"> - <!-- Optional theme --> - <link href="/docs/0.13.0/assets/themes/mahout3/css/bootstrap-theme.min.css" rel="stylesheet"> - <!-- Sticky Footer --> - <link href="/docs/0.13.0/assets/themes/mahout3/css/bs-sticky-footer.css" rel="stylesheet"> - - <!-- Custom styles --> - <link href="/docs/0.13.0/assets/themes/mahout3/css/style.css" rel="stylesheet" type="text/css" media="all"> - - <!-- HTML5 Shim and Respond.js IE8 support of HTML5 elements and media queries --> - <!-- WARNING: Respond.js doesn't work if you view the page via file:// --> - <!--[if lt IE 9]> - <script src="https://oss.maxcdn.com/libs/html5shiv/3.7.0/html5shiv.js";></script> - <script src="https://oss.maxcdn.com/libs/respond.js/1.3.0/respond.min.js";></script> - <![endif]--> - - <!-- Fav and touch icons --> - <!-- Update these with your own images - <link rel="shortcut icon" href="images/favicon.ico"> - <link rel="apple-touch-icon" href="images/apple-touch-icon.png"> - <link rel="apple-touch-icon" sizes="72x72" href="images/apple-touch-icon-72x72.png"> - <link rel="apple-touch-icon" sizes="114x114" href="images/apple-touch-icon-114x114.png"> - --> - - <!-- atom & rss feed --> - <link href="/docs/0.13.0/atom.xml" type="application/atom+xml" rel="alternate" title="Sitewide ATOM Feed"> - <link href="/docs/0.13.0/rss.xml" type="application/rss+xml" rel="alternate" title="Sitewide RSS Feed"> + <!-- mathJax stuff -- use `\(...\)` for inline style math in markdown --> <script type="text/x-mathjax-config"> MathJax.Hub.Config({ tex2jax: { @@ -55,35 +63,41 @@ }); 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If we use the e <li>In the examples we have used space delimited strings for lists of IDs in indicators and in queries. It may be better to use arrays of strings if your storage system and search engine support them. For instance Solr allows multi-valued fields, which correspond to arrays.</li> </ol> - </div> - - -</div> - -<div id="footer"> - <div class="container"> - <p>© 2017 The Apache Software Foundation - with help from <a href="http://jekyllbootstrap.com"; target="_blank" title="The Definitive Jekyll Blogging Framework">Jekyll Bootstrap</a> - and <a href="http://getbootstrap.com"; target="_blank">Bootstrap</a> - </p> - </div> -</div> - - - - - - - <script type="text/javascript"> - var _gaq = _gaq || []; - _gaq.push(['_setAccount', 'UA-98314020-1']); - _gaq.push(['_trackPageview']); - - (function() { - var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true; - ga.src = ('https:' == document.location.protocol ? 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Mahout contains a long list of them, which you can still use. But to get the best out of our more modern aproach weâll need to think of the Recommender as a âmodel creationâ componentâsupplied by Mahoutâs new spark-itemsimilarity job, and a âservingâ componentâsupplied by a modern scalable search engine, like Solr.</p> @@ -258,46 +300,34 @@ and <a href="http://occamsmachete.com/m <p>See the page describing <a href="http://mahout.apache.org/users/recommender/intro-cooccurrence-spark.html";><em>spark-itemsimilarity</em></a> for more details.</p> - </div> - - -</div> - -<div id="footer"> - <div class="container"> - <p>© 2017 The Apache Software Foundation - with help from <a href="http://jekyllbootstrap.com"; target="_blank" title="The Definitive Jekyll Blogging Framework">Jekyll Bootstrap</a> - and <a href="http://getbootstrap.com"; target="_blank">Bootstrap</a> - </p> - </div> -</div> - - - - - - - <script type="text/javascript"> - var _gaq = _gaq || []; - _gaq.push(['_setAccount', 'UA-98314020-1']); - _gaq.push(['_trackPageview']); - - (function() { - var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true; - ga.src = ('https:' == document.location.protocol ? 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