http://git-wip-us.apache.org/repos/asf/mahout/blob/3768d4d6/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html ---------------------------------------------------------------------- diff --git a/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html b/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html deleted file mode 100644 index 7545cc5..0000000 --- a/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html +++ /dev/null @@ -1,480 +0,0 @@ -<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd";> -<!-- NewPage --> -<html lang="en"> -<head> -<!-- Generated by javadoc (1.8.0_121) on Fri Apr 14 22:13:00 PDT 2017 --> -<meta http-equiv="Content-Type" content="text/html; 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title="class or interface in java.lang">java.lang.Object</a></li> -<li> -<ul class="inheritance"> -<li>org.apache.mahout.cf.taste.example.kddcup.track1.svd.ParallelArraysSGDFactorizer</li> -</ul> -</li> -</ul> -<div class="description"> -<ul class="blockList"> -<li class="blockList"> -<dl> -<dt>All Implemented Interfaces:</dt> -<dd><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/common/Refreshable.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.common">Refreshable</a>, <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/recommender/svd/Factorizer.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.impl.recommender.svd">Factorizer</a></dd> -</dl> -<hr> -<br> -<pre>public class <span class="typeNameLabel">ParallelArraysSGDFactorizer</span> -extends <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">Object</a> -implements <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/recommender/svd/Factorizer.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.impl.recommender.svd">Factorizer</a></pre> -<div class="block"><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/recommender/svd/Factorizer.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.impl.recommender.svd"><code>Factorizer</code></a> based on Simon Funk's famous article <a href="http://sifter.org/~simon/journal/20061211.html";> - "Netflix Update: Try this at home"</a>. - - Attempts to be as memory efficient as possible, only iterating once through the - <a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd"><code>FactorizablePreferences</code></a> or <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/model/DataModel.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.model"><code>DataModel</code></a> while copying everything to primitive arrays. - Learning works in place on these datastructures after that.</div> -</li> -</ul> -</div> -<div class="summary"> -<ul class="blockList"> -<li class="blockList"> -<!-- =========== FIELD SUMMARY =========== --> -<ul class="blockList"> -<li class="blockList"><a name="field.summary"> -<!-- --> -</a> -<h3>Field Summary</h3> -<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Field Summary table, listing fields, and an explanation"> -<caption><span>Fields</span><span class="tabEnd"> </span></caption> -<tr> -<th class="colFirst" scope="col">Modifier and Type</th> -<th class="colLast" scope="col">Field and Description</th> -</tr> -<tr class="altColor"> -<td class="colFirst"><code>static double</code></td> -<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#DEFAULT_LEARNING_RATE">DEFAULT_LEARNING_RATE</a></span></code> </td> -</tr> -<tr class="rowColor"> -<td class="colFirst"><code>static double</code></td> -<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#DEFAULT_PREVENT_OVERFITTING">DEFAULT_PREVENT_OVERFITTING</a></span></code> </td> -</tr> -<tr class="altColor"> -<td class="colFirst"><code>static double</code></td> -<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#DEFAULT_RANDOM_NOISE">DEFAULT_RANDOM_NOISE</a></span></code> </td> -</tr> -</table> -</li> -</ul> -<!-- ======== CONSTRUCTOR SUMMARY ======== --> -<ul class="blockList"> -<li class="blockList"><a name="constructor.summary"> -<!-- --> -</a> -<h3>Constructor Summary</h3> -<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation"> -<caption><span>Constructors</span><span class="tabEnd"> </span></caption> -<tr> -<th class="colOne" scope="col">Constructor and Description</th> -</tr> -<tr class="altColor"> -<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.model.DataModel-int-int-">ParallelArraysSGDFactorizer</a></span>(<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/model/DataModel.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.model">DataModel</a> dataModel, - int numFeatures, - int numIterations)</code> </td> -</tr> -<tr class="rowColor"> -<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.model.DataModel-int-int-double-double-double-">ParallelArraysSGDFactorizer</a></span>(<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/model/DataModel.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.model">DataModel</a> dataModel, - int numFeatures, - int numIterations, - double learningRate, - double preventOverfitting, - double randomNoise)</code> </td> -</tr> -<tr class="altColor"> -<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.example.kddcup.track1.svd.FactorizablePreferences-int-int-">ParallelArraysSGDFactorizer</a></span>(<a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">FactorizablePreferences</a> factorizablePrefs, - int numFeatures, - int numIterations)</code> </td> -</tr> -<tr class="rowColor"> -<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.example.kddcup.track1.svd.FactorizablePreferences-int-int-double-double-double-">ParallelArraysSGDFactorizer</a></span>(<a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">FactorizablePreferences</a> factorizablePreferences, - int numFeatures, - int numIterations, - double learningRate, - double preventOverfitting, - double randomNoise)</code> </td> -</tr> -</table> -</li> -</ul> -<!-- ========== METHOD SUMMARY =========== --> -<ul class="blockList"> -<li class="blockList"><a name="method.summary"> -<!-- --> -</a> -<h3>Method Summary</h3> -<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> -<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption> -<tr> -<th class="colFirst" scope="col">Modifier and Type</th> -<th class="colLast" scope="col">Method and Description</th> -</tr> -<tr id="i0" class="altColor"> -<td class="colFirst"><code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/recommender/svd/Factorization.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.impl.recommender.svd">Factorization</a></code></td> -<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#factorize--">factorize</a></span>()</code> </td> -</tr> -<tr id="i1" class="rowColor"> -<td class="colFirst"><code>void</code></td> -<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#refresh-java.util.Collection-">refresh</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/util/Collection.html?is-external=true"; title="class or interface in java.util">Collection</a><<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/common/Refreshable.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.common">Refreshable</a>> alreadyRefreshed)</code> </td> -</tr> -<tr id="i2" class="altColor"> -<td class="colFirst"><code>protected void</code></td> -<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#shufflePreferences--">shufflePreferences</a></span>()</code> </td> -</tr> -<tr id="i3" class="rowColor"> -<td class="colFirst"><code>double</code></td> -<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#train-int-int-int-double-double-">train</a></span>(int userIndex, - int itemIndex, - int feature, - double original, - double cachedEstimate)</code> </td> -</tr> -</table> -<ul class="blockList"> -<li class="blockList"><a name="methods.inherited.from.class.java.lang.Object"> -<!-- --> -</a> -<h3>Methods inherited from class java.lang.<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">Object</a></h3> -<code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#clone--"; title="class or interface in java.lang">clone</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#equals-java.lang.Object-"; title="class or interface in java.lang">equals</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#finalize--"; title="class or interface in java.lang">finalize</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#getClass--"; title="class or interface in java.lang">getClass</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#hashCode--"; title="class or interface in java.lang">hashCode</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#notify--"; title="class or interface in java.lang">notify</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang /Object.html?is-external=true#notifyAll--" title="class or interface in java.lang">notifyAll</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#toString--"; title="class or interface in java.lang">toString</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait--"; title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-"; title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-int-"; title="class or interface in java.lang">wait</a></code></li> -</ul> -</li> -</ul> -</li> -</ul> -</div> -<div class="details"> -<ul class="blockList"> -<li class="blockList"> -<!-- ============ FIELD DETAIL =========== --> -<ul class="blockList"> -<li class="blockList"><a name="field.detail"> -<!-- --> -</a> -<h3>Field Detail</h3> -<a name="DEFAULT_LEARNING_RATE"> -<!-- --> -</a> -<ul class="blockList"> -<li class="blockList"> -<h4>DEFAULT_LEARNING_RATE</h4> -<pre>public static final double DEFAULT_LEARNING_RATE</pre> -<dl> -<dt><span class="seeLabel">See Also:</span></dt> -<dd><a href="../../../../../../../../../constant-values.html#org.apache.mahout.cf.taste.example.kddcup.track1.svd.ParallelArraysSGDFactorizer.DEFAULT_LEARNING_RATE">Constant Field Values</a></dd> -</dl> -</li> -</ul> -<a name="DEFAULT_PREVENT_OVERFITTING"> -<!-- --> -</a> -<ul class="blockList"> -<li class="blockList"> -<h4>DEFAULT_PREVENT_OVERFITTING</h4> -<pre>public static final double DEFAULT_PREVENT_OVERFITTING</pre> -<dl> -<dt><span class="seeLabel">See Also:</span></dt> -<dd><a href="../../../../../../../../../constant-values.html#org.apache.mahout.cf.taste.example.kddcup.track1.svd.ParallelArraysSGDFactorizer.DEFAULT_PREVENT_OVERFITTING">Constant Field Values</a></dd> -</dl> -</li> -</ul> -<a name="DEFAULT_RANDOM_NOISE"> -<!-- --> -</a> -<ul class="blockListLast"> -<li class="blockList"> -<h4>DEFAULT_RANDOM_NOISE</h4> -<pre>public static final double DEFAULT_RANDOM_NOISE</pre> -<dl> -<dt><span class="seeLabel">See Also:</span></dt> -<dd><a href="../../../../../../../../../constant-values.html#org.apache.mahout.cf.taste.example.kddcup.track1.svd.ParallelArraysSGDFactorizer.DEFAULT_RANDOM_NOISE">Constant Field Values</a></dd> -</dl> -</li> -</ul> -</li> -</ul> -<!-- ========= CONSTRUCTOR DETAIL ======== --> -<ul class="blockList"> -<li class="blockList"><a name="constructor.detail"> -<!-- --> -</a> -<h3>Constructor Detail</h3> -<a name="ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.model.DataModel-int-int-"> -<!-- --> -</a> -<ul class="blockList"> -<li class="blockList"> -<h4>ParallelArraysSGDFactorizer</h4> -<pre>public ParallelArraysSGDFactorizer(<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/model/DataModel.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.model">DataModel</a> dataModel, - int numFeatures, - int numIterations)</pre> -</li> -</ul> -<a name="ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.model.DataModel-int-int-double-double-double-"> -<!-- --> -</a> -<ul class="blockList"> -<li class="blockList"> -<h4>ParallelArraysSGDFactorizer</h4> -<pre>public ParallelArraysSGDFactorizer(<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/model/DataModel.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.model">DataModel</a> dataModel, - int numFeatures, - int numIterations, - double learningRate, - double preventOverfitting, - double randomNoise)</pre> -</li> -</ul> -<a name="ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.example.kddcup.track1.svd.FactorizablePreferences-int-int-"> -<!-- --> -</a> -<ul class="blockList"> -<li class="blockList"> -<h4>ParallelArraysSGDFactorizer</h4> -<pre>public ParallelArraysSGDFactorizer(<a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">FactorizablePreferences</a> factorizablePrefs, - int numFeatures, - int numIterations)</pre> -</li> -</ul> -<a name="ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.example.kddcup.track1.svd.FactorizablePreferences-int-int-double-double-double-"> -<!-- --> -</a> -<ul class="blockListLast"> -<li class="blockList"> -<h4>ParallelArraysSGDFactorizer</h4> -<pre>public ParallelArraysSGDFactorizer(<a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">FactorizablePreferences</a> factorizablePreferences, - int numFeatures, - int numIterations, - double learningRate, - double preventOverfitting, - double randomNoise)</pre> -</li> -</ul> -</li> -</ul> -<!-- ============ METHOD DETAIL ========== --> -<ul class="blockList"> -<li class="blockList"><a name="method.detail"> -<!-- --> -</a> -<h3>Method Detail</h3> -<a name="factorize--"> -<!-- --> -</a> -<ul class="blockList"> -<li class="blockList"> -<h4>factorize</h4> -<pre>public <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/impl/recommender/svd/Factorization.html?is-external=true"; 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title="class or interface in org.apache.mahout.cf.taste.common">TasteException</a></code></dd> -</dl> -</li> -</ul> -<a name="train-int-int-int-double-double-"> -<!-- --> -</a> -<ul class="blockList"> -<li class="blockList"> -<h4>train</h4> -<pre>public double train(int userIndex, - int itemIndex, - int feature, - double original, - double cachedEstimate)</pre> -</li> -</ul> -<a name="shufflePreferences--"> -<!-- --> -</a> -<ul class="blockList"> -<li class="blockList"> -<h4>shufflePreferences</h4> -<pre>protected void shufflePreferences()</pre> -</li> -</ul> -<a name="refresh-java.util.Collection-"> -<!-- --> -</a> -<ul class="blockListLast"> -<li class="blockList"> -<h4>refresh</h4> -<pre>public void refresh(<a href="http://docs.oracle.com/javase/7/docs/api/java/util/Collection.html?is-external=true"; title="class or interface in java.util">Collection</a><<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/common/Refreshable.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.common">Refreshable</a>> alreadyRefreshed)</pre> -<dl> -<dt><span class="overrideSpecifyLabel">Specified by:</span></dt> -<dd><code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/common/Refreshable.html?is-external=true#refresh-java.util.Collection-"; title="class or interface in org.apache.mahout.cf.taste.common">refresh</a></code> in interface <code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/cf/taste/common/Refreshable.html?is-external=true"; title="class or interface in org.apache.mahout.cf.taste.common">Refreshable</a></code></dd> -</dl> -</li> -</ul> -</li> -</ul> -</li> -</ul> -</div> -</div> -<!-- ========= END OF CLASS DATA ========= --> -<!-- ======= START OF BOTTOM NAVBAR ====== --> -<div class="bottomNav"><a name="navbar.bottom"> -<!-- --> -</a> -<div class="skipNav"><a href="#skip.navbar.bottom" title="Skip navigation links">Skip navigation links</a></div> -<a name="navbar.bottom.firstrow"> -<!-- --> -</a> -<ul class="navList" title="Navigation"> -<li><a href="../../../../../../../../../overview-summary.html">Overview</a></li> -<li><a href="package-summary.html">Package</a></li> -<li class="navBarCell1Rev">Class</li> -<li><a href="class-use/ParallelArraysSGDFactorizer.html">Use</a></li> -<li><a href="package-tree.html">Tree</a></li> -<li><a href="../../../../../../../../../deprecated-list.html">Deprecated</a></li> -<li><a href="../../../../../../../../../index-all.html">Index</a></li> -<li><a href="../../../../../../../../../help-doc.html">Help</a></li> -</ul> -</div> -<div class="subNav"> -<ul class="navList"> -<li><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/KDDCupFactorizablePreferences.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1.svd"><span class="typeNameLink">Prev Class</span></a></li> -<li><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/Track1SVDRunner.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1.svd"><span class="typeNameLink">Next Class</span></a></li> -</ul> -<ul class="navList"> -<li><a href="../../../../../../../../../index.html?org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html" target="_top">Frames</a></li> -<li><a href="ParallelArraysSGDFactorizer.html" target="_top">No Frames</a></li> -</ul> -<ul class="navList" id="allclasses_navbar_bottom"> -<li><a href="../../../../../../../../../allclasses-noframe.html">All Classes</a></li> -</ul> -<div> -<script type="text/javascript"><!-- - allClassesLink = document.getElementById("allclasses_navbar_bottom"); 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http://git-wip-us.apache.org/repos/asf/mahout/blob/3768d4d6/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/Track1SVDRunner.html ---------------------------------------------------------------------- diff --git a/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/Track1SVDRunner.html b/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/Track1SVDRunner.html deleted file mode 100644 index 0357ec4..0000000 --- a/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/cf/taste/example/kddcup/track1/svd/Track1SVDRunner.html +++ /dev/null @@ -1,247 +0,0 @@ -<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd";> -<!-- NewPage --> -<html lang="en"> -<head> -<!-- Generated by javadoc (1.8.0_121) on Fri Apr 14 22:13:00 PDT 2017 --> -<meta http-equiv="Content-Type" content="text/html; charset=UTF-8"> -<title>Track1SVDRunner (Mahout Examples 0.13.0 API)</title> -<meta name="date" content="2017-04-14"> -<link rel="stylesheet" type="text/css" href="../../../../../../../../../stylesheet.css" title="Style"> -<script type="text/javascript" src="../../../../../../../../../script.js"></script> -</head> -<body> -<script type="text/javascript"><!-- - try { - if (location.href.indexOf('is-external=true') == -1) { - parent.document.title="Track1SVDRunner (Mahout Examples 0.13.0 API)"; 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- if(window==top) { - allClassesLink.style.display = "block"; - } - else { - allClassesLink.style.display = "none"; - } - //--> -</script> -</div> -<div> -<ul class="subNavList"> -<li>Summary: </li> -<li>Nested | </li> -<li>Field | </li> -<li>Constr | </li> -<li><a href="#method.summary">Method</a></li> -</ul> -<ul class="subNavList"> -<li>Detail: </li> -<li>Field | </li> -<li>Constr | </li> -<li><a href="#method.detail">Method</a></li> -</ul> -</div> -<a name="skip.navbar.top"> -<!-- --> -</a></div> -<!-- ========= END OF TOP NAVBAR ========= --> -<!-- ======== START OF CLASS DATA ======== --> -<div class="header"> -<div class="subTitle">org.apache.mahout.cf.taste.example.kddcup.track1.svd</div> -<h2 title="Class Track1SVDRunner" class="title">Class Track1SVDRunner</h2> -</div> -<div class="contentContainer"> -<ul class="inheritance"> -<li><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">java.lang.Object</a></li> -<li> -<ul class="inheritance"> -<li>org.apache.mahout.cf.taste.example.kddcup.track1.svd.Track1SVDRunner</li> -</ul> -</li> -</ul> -<div class="description"> -<ul class="blockList"> -<li class="blockList"> -<hr> -<br> -<pre>public final class <span class="typeNameLabel">Track1SVDRunner</span> -extends <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">Object</a></pre> -<div class="block">run an SVD factorization of the KDD track1 data. - - needs at least 6-7GB of memory, tested with -Xms6700M -Xmx6700M</div> -</li> -</ul> -</div> -<div class="summary"> -<ul class="blockList"> -<li class="blockList"> -<!-- ========== METHOD SUMMARY =========== --> -<ul class="blockList"> -<li class="blockList"><a name="method.summary"> -<!-- --> -</a> -<h3>Method Summary</h3> -<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> -<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption> -<tr> -<th class="colFirst" scope="col">Modifier and Type</th> -<th class="colLast" scope="col">Method and Description</th> -</tr> -<tr id="i0" class="altColor"> -<td class="colFirst"><code>static void</code></td> -<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/Track1SVDRunner.html#main-java.lang.String:A-">main</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true"; 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title="class or interface in java.lang">hashCode</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#notify--"; title="class or interface in java.lang">notify</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang /Object.html?is-external=true#notifyAll--" title="class or interface in java.lang">notifyAll</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#toString--"; title="class or interface in java.lang">toString</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait--"; title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-"; title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-int-"; title="class or interface in java.lang">wait</a></code></li> -</ul> -</li> -</ul> -</li> -</ul> -</div> -<div class="details"> -<ul class="blockList"> -<li class="blockList"> -<!-- ============ METHOD DETAIL ========== --> -<ul class="blockList"> -<li class="blockList"><a name="method.detail"> -<!-- --> -</a> -<h3>Method Detail</h3> -<a name="main-java.lang.String:A-"> -<!-- --> -</a> -<ul class="blockListLast"> -<li class="blockList"> -<h4>main</h4> -<pre>public static void main(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true"; 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title="class or interface in org.apache.mahout.cf.taste.model"><code>DataModel</code></a>s into <a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1.svd"><code>ParallelArraysSGDFactorizer</code></a></div> -</td> -</tr> -<tr class="rowColor"> -<td class="colFirst"><code>class </code></td> -<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/KDDCupFactorizablePreferences.html" title="class in org.apache.mahout.cf.taste.example.kddcup.track1.svd">KDDCupFactorizablePreferences</a></span></code> </td> -</tr> -</tbody> -</table> -<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> -<caption><span>Constructors in <a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/package-summary.html">org.apache.mahout.cf.taste.example.kddcup.track1.svd</a> with parameters of type <a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">FactorizablePreferences</a></span><span class="tabEnd"> </span></caption> -<tr> -<th class="colOne" scope="col">Constructor and Description</th> -</tr> -<tbody> -<tr class="altColor"> -<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.example.kddcup.track1.svd.FactorizablePreferences-int-int-">ParallelArraysSGDFactorizer</a></span>(<a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">FactorizablePreferences</a> factorizablePrefs, - int numFeatures, - int numIterations)</code> </td> -</tr> -<tr class="rowColor"> -<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/ParallelArraysSGDFactorizer.html#ParallelArraysSGDFactorizer-org.apache.mahout.cf.taste.example.kddcup.track1.svd.FactorizablePreferences-int-int-double-double-double-">ParallelArraysSGDFactorizer</a></span>(<a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">FactorizablePreferences</a> factorizablePreferences, - int numFeatures, - int numIterations, - double learningRate, - double preventOverfitting, - double randomNoise)</code> </td> -</tr> -</tbody> -</table> -</li> -</ul> -</li> -</ul> -</div> -<!-- ======= START OF BOTTOM NAVBAR ====== --> -<div class="bottomNav"><a name="navbar.bottom"> -<!-- --> -</a> -<div class="skipNav"><a href="#skip.navbar.bottom" title="Skip navigation links">Skip navigation links</a></div> -<a name="navbar.bottom.firstrow"> -<!-- --> -</a> -<ul class="navList" title="Navigation"> -<li><a href="../../../../../../../../../../overview-summary.html">Overview</a></li> -<li><a href="../package-summary.html">Package</a></li> -<li><a href="../../../../../../../../../../org/apache/mahout/cf/taste/example/kddcup/track1/svd/FactorizablePreferences.html" title="interface in org.apache.mahout.cf.taste.example.kddcup.track1.svd">Class</a></li> -<li class="navBarCell1Rev">Use</li> -<li><a href="../package-tree.html">Tree</a></li> -<li><a href="../../../../../../../../../../deprecated-list.html">Deprecated</a></li> -<li><a href="../../../../../../../../../../index-all.html">Index</a></li> -<li><a href="../../../../../../../../../../help-doc.html">Help</a></li> -</ul> -</div> -<div class="subNav"> -<ul class="navList"> -<li>Prev</li> -<li>Next</li> -</ul> -<ul class="navList"> -<li><a href="../../../../../../../../../../index.html?org/apache/mahout/cf/taste/example/kddcup/track1/svd/class-use/FactorizablePreferences.html" target="_top">Frames</a></li> -<li><a href="FactorizablePreferences.html" target="_top">No Frames</a></li> -</ul> -<ul class="navList" id="allclasses_navbar_bottom"> -<li><a href="../../../../../../../../../../allclasses-noframe.html">All Classes</a></li> -</ul> -<div> -<script type="text/javascript"><!-- - allClassesLink = document.getElementById("allclasses_navbar_bottom"); 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