Modified: mahout/site/mahout_cms/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/k-means-clustering.html URL: http://svn.apache.org/viewvc/mahout/site/mahout_cms/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/k-means-clustering.html?rev=1795034&r1=1795033&r2=1795034&view=diff ============================================================================== --- mahout/site/mahout_cms/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/k-means-clustering.html (original) +++ mahout/site/mahout_cms/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/k-means-clustering.html Sat May 13 07:02:37 2017 @@ -8,20 +8,20 @@ <title>(Deprecated) K-Means Clustering</title> - <meta name="author" content="Apache Mahout"> + <meta name="author" content="Name Lastname"> <!-- Enable responsive viewport --> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <!-- Bootstrap styles --> - <link href="/docs/0.13.1-SNAPSHOT/assets/themes/mahout3/css/bootstrap.min.css" rel="stylesheet"> + <link href="/docs/0.13.1/assets/themes/mahout3/css/bootstrap.min.css" rel="stylesheet"> <!-- Optional theme --> - <link href="/docs/0.13.1-SNAPSHOT/assets/themes/mahout3/css/bootstrap-theme.min.css" rel="stylesheet"> + <link href="/docs/0.13.1/assets/themes/mahout3/css/bootstrap-theme.min.css" rel="stylesheet"> <!-- Sticky Footer --> - <link href="/docs/0.13.1-SNAPSHOT/assets/themes/mahout3/css/bs-sticky-footer.css" rel="stylesheet"> + <link href="/docs/0.13.1/assets/themes/mahout3/css/bs-sticky-footer.css" rel="stylesheet"> <!-- Custom styles --> - <link href="/docs/0.13.1-SNAPSHOT/assets/themes/mahout3/css/style.css" rel="stylesheet" type="text/css" media="all"> + <link href="/docs/0.13.1/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:// --> @@ -39,8 +39,8 @@ --> <!-- atom & rss feed --> - <link href="/docs/0.13.1-SNAPSHOT/atom.xml" type="application/atom+xml" rel="alternate" title="Sitewide ATOM Feed"> - <link href="/docs/0.13.1-SNAPSHOT/rss.xml" type="application/rss+xml" rel="alternate" title="Sitewide RSS Feed"> + <link href="/docs/0.13.1/atom.xml" type="application/atom+xml" rel="alternate" title="Sitewide ATOM Feed"> + <link href="/docs/0.13.1/rss.xml" type="application/rss+xml" rel="alternate" title="Sitewide RSS Feed"> <script type="text/x-mathjax-config"> MathJax.Hub.Config({ tex2jax: { @@ -79,7 +79,7 @@ <span class="icon-bar"></span> </button> <a class="navbar-brand" href="/"> - <img src="/docs/0.13.1-SNAPSHOT/assets/img/Mahout-logo-82x100.png" height="30" alt="I'm mahout"> + <img src="/docs/0.13.1/assets/img/Mahout-logo-82x100.png" height="30" alt="I'm mahout"> </a> </div> @@ -92,27 +92,27 @@ <!-- Quick Start --> <li id="quickstart"> - <a href="/docs/0.13.1-SNAPSHOT/index.html" >Mahout Overview</a> + <a href="/docs/0.13.1/quickstart.html" >Quick Start</a> </li> <li id="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Key Concepts<span class="caret"></span></a> <ul class="dropdown-menu"> - <li><a href="/docs/0.13.1-SNAPSHOT/index.html">Mahout Overview</a></li> + <li><a href="/docs/0.13.1/index.html">Mahout Overview</a></li> <li><span><b> Scala DSL</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/mahout-samsara/in-core-reference.html">In-core Reference</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/mahout-samsara/out-of-core-reference.html">Out-of-core Reference</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/mahout-samsara/faq.html">Samsara FAQ</a></li> + <li><a href="/docs/0.13.1/mahout-samsara/in-core-reference.html">In-core Reference</a></li> + <li><a href="/docs/0.13.1/mahout-samsara/out-of-core-reference.html">Out-of-core Reference</a></li> + <li><a href="/docs/0.13.1/mahout-samsara/faq.html">Samsara FAQ</a></li> <li role="separator" class="divider"></li> <li><span> <b>Bindings</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/distributed/spark-bindings/">Spark Bindings</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/distributed/flink-bindings.html">Flink Bindings</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/distributed/flink-bindings.html">H20 Bindings</a></li> - <!--<li role="separator" class="divider"></li> + <li><a href="/docs/0.13.1/distributed/spark-bindings/">Spark Bindings</a></li> + <li><a href="/docs/0.13.1/distributed/flink-bindings.html">Flink Bindings</a></li> + <li><a href="/docs/0.13.1/distributed/flink-bindings.html">H20 Bindings</a></li> + <li role="separator" class="divider"></li> <li><span> <b>Native Solvers</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/native-solvers/viennacl.html">ViennaCL</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/native-solvers/viennacl-omp.html">ViennaCL-OMP</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/native-solvers/cuda.html">CUDA</a></li>--> + <li><a href="/docs/0.13.1/native-solvers/viennacl.html">ViennaCL</a></li> + <li><a href="/docs/0.13.1/native-solvers/viennacl-omp.html">ViennaCL-OMP</a></li> + <li><a href="/docs/0.13.1/native-solvers/cuda.html">CUDA</a></li> </ul> </li> @@ -120,22 +120,26 @@ <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Tutorials<span class="caret"></span></a> <ul class="dropdown-menu"> <li><span> <b>Reccomenders</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/cco-lastfm">CCO Example with Last.FM Data</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/intro-cooccurrence-spark">Introduction to Cooccurrence in Spark</a></li> + <li><a href="/docs/0.13.1/tutorials/cco-lastfm">CCO Example with Last.FM Data</a></li> + <li><a href="/docs/0.13.1/tutorials/intro-cooccurrence-spark">Introduction to Cooccurrence in Spark</a></li> <li role="separator" class="divider"></li> <li><span> <b>Mahout Samsara</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/samsara/play-with-shell.html">Playing with Samsara in Spark Shell</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/samsara/playing-with-samsara-flink-batch.html">Playing with Samsara in Flink Batch</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/samsara/classify-a-doc-from-the-shell.html">Text Classification (Shell)</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/samsara/spark-naive-bayes.html">Spark Naive Bayes</a></li> + <li><a href="/docs/0.13.1/tutorials/samsara/play-with-shell.html">Playing with Samsara in Spark Shell</a></li> + <li><a href="/docs/0.13.1/tutorials/samsara/playing-with-samsara-flink-batch.html">Playing with Samsara in Flink Batch</a></li> + <li><a href="/docs/0.13.1/tutorials/samsara/classify-a-doc-from-the-shell.html">Text Classification (Shell)</a></li> + <li><a href="/docs/0.13.1/tutorials/samsara/spark-naive-bayes.html">Spark Naive Bayes</a></li> <li role="separator" class="divider"></li> <li><span> <b>Misc</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/misc/mahout-in-zeppelin">Mahout in Apache Zeppelin</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/misc/contributing-algos">How To Contribute a New Algorithm</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/misc/how-to-build-an-app.html">How To Build An App</a></li> + <li><a href="/docs/0.13.1/tutorials/misc/mahout-in-zeppelin">Mahout in Apache Zeppelin</a></li> + <li><a href="/docs/0.13.1/tutorials/misc/contributing-algos">How To Contribute a New Algorithm</a></li> + <li><a href="/docs/0.13.1/tutorials/misc/how-to-build-an-app.html">How To Build An App</a></li> + <li role="separator" class="divider"></li> + <li><span> <b>Would be cool...</b><span></li> + <li><a href="/docs/0.13.1-SNAPSHOT">Implementing a New Distributed Backend</a></li> + <li><a href="/docs/0.13.1-SNAPSHOT">Implementing a New Native Solver</a></li> <li role="separator" class="divider"></li> <li><span> <b>Deprecated</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/map-reduce">MapReduce</a></li> + <li><a href="/docs/0.13.1/tutorials/map-reduce">MapReduce</a></li> </ul> </li> @@ -144,18 +148,18 @@ <li id="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Algorithms<span class="caret"></span></a> <ul class="dropdown-menu"> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/linear-algebra">Distributed Linear Algebra</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/preprocessors">Preprocessors</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/regression">Regression</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders">Reccomenders</a></li> + <li><a href="/docs/0.13.1/algorithms/linear-algebra">Distributed Linear Algebra</a></li> + <li><a href="/docs/0.13.1/algorithms/preprocessors">Preprocessors</a></li> + <li><a href="/docs/0.13.1/algorithms/regression">Regression</a></li> + <li><a href="/docs/0.13.1/algorithms/reccomenders">Reccomenders</a></li> <li role="separator" class="divider"></li> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a></li> + <li><a href="/docs/0.13.1/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a></li> </ul> - <!--<li><a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post--> + <!--<li><a href="/docs/0.13.1/algorithms/reccomenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post--> <!-- - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li> + <li><a href="/docs/0.13.1/algorithms/reccomenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li> <li role="separator" class="divider"></li> - <li><span> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li> + <li><span> <a href="/docs/0.13.1/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li> --> @@ -163,23 +167,30 @@ <!-- Scala Docs --> <li id="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">API Docs<span class="caret"></span></a> + <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Scala Docs<span class="caret"></span></a> <ul class="dropdown-menu"> - <li class="title"><span> <b>0.13.1-SNAPSHOT</b>(latest)</span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/scaladocs/math-scala/index.html">Mahout Math Scala Docs</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/scaladocs/spark/index.html">Mahout Spark Bindings Scala Docs</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/javadocs/index.html">Mahout Java Docs</a></li> + <li class="title"><span><b>TODO - Needs update per new scaladocs</b></span></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Math</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math-scala/index.html";>Mahout Math Scala bindings</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.htmlhttp://apache.github.io/mahout/0.10.1/docs/mahout-spark/index.html";>Mahout Spark bindings</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Spark bindings shell</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout H2O backend Scaladoc</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout H2O backend Javadoc</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout HDFS</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Map-Reduce</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Examples</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Integration</a></li> </ul> </li> </ul> - <form class="navbar-form navbar-left"> + <!--<form class="navbar-form navbar-left"> <div class="form-group"> <input type="text" class="form-control" placeholder="Search"> </div> <button type="submit" class="btn btn-default">Submit</button> - </form> + </form>--> <ul class="nav navbar-nav navbar-right"> <li><a href="http://github.com/apache/mahout";>Github</a></li> @@ -217,17 +228,17 @@ <a href="#linalg" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Linear Algebra</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="linalg"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/linear-algebra/d-qr.html">Distributed QR Decomposition</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/linear-algebra/d-spca.html">Distributed Stochastic Principal Component Analysis</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/linear-algebra/d-ssvd.html">Distributed Stochastic Singular Value Decomposition</a></li> + <li> <a href="/docs/0.13.1/algorithms/linear-algebra/d-qr.html">Distributed QR Decomposition</a></li> + <li> <a href="/docs/0.13.1/algorithms/linear-algebra/d-spca.html">Distributed Stochastic Principal Component Analysis</a></li> + <li> <a href="/docs/0.13.1/algorithms/linear-algebra/d-ssvd.html">Distributed Stochastic Singular Value Decomposition</a></li> </ul> </div> <a href="#preprocessors" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Preprocessors</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="preprocessors"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/preprocessors/AsFactor.html">AsFactor (a.k.a. One-Hot-Encoding)</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/preprocessors/StandardScaler.html">StandardScaler</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/preprocessors/MeanCenter.html">MeanCenter</a></li> + <li> <a href="/docs/0.13.1/algorithms/preprocessors/AsFactor.html">AsFactor (a.k.a. One-Hot-Encoding)</a></li> + <li> <a href="/docs/0.13.1/algorithms/preprocessors/StandardScaler.html">StandardScaler</a></li> + <li> <a href="/docs/0.13.1/algorithms/preprocessors/MeanCenter.html">MeanCenter</a></li> </ul> </div> <a href="#regression" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Regression</b><i class="fa fa-caret-down"></i></a> @@ -236,20 +247,20 @@ <a href="#serial-correlation" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#regression"><b>• Serial Correlation</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="serial-correlation"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/regression/serial-correlation/cochrane-orcutt.html">Cochrane-Orcutt Procedure</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/regression/serial-correlation/dw-test.html">Durbin Watson Test</a></li> + <li> <a href="/docs/0.13.1/algorithms/regression/serial-correlation/cochrane-orcutt.html">Cochrane-Orcutt Procedure</a></li> + <li> <a href="/docs/0.13.1/algorithms/regression/serial-correlation/dw-test.html">Durbin Watson Test</a></li> </ul> </div> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/regression/ols.html">Ordinary Least Squares (Closed Form)</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/regression/fittness-tests.html">Fitness Tests</a></li> + <li> <a href="/docs/0.13.1/algorithms/regression/ols.html">Ordinary Least Squares (Closed Form)</a></li> + <li> <a href="/docs/0.13.1/algorithms/regression/fittness-tests.html">Fitness Tests</a></li> </ul> </div> <a href="#reccomenders" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Reccomenders</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="reccomenders"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders">Reccomender Overview</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders/cco.html">CCO</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders/d-als.html">Distributed Alternating Least Squares</a></li> + <li> <a href="/docs/0.13.1/algorithms/reccomenders">Reccomender Overview</a></li> + <li> <a href="/docs/0.13.1/algorithms/reccomenders/cco.html">CCO</a></li> + <li> <a href="/docs/0.13.1/algorithms/reccomenders/d-als.html">Distributed Alternating Least Squares</a></li> </ul> </div> </div> @@ -258,38 +269,38 @@ <a href="#classification" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Classification</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="classification"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/bayesian.html">Bayesian</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/class-discovery.html">Class Discovery</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/classifyingyourdata.html">Classifying Your Data</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/collocations.html">Collocation</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/gaussian-discriminative-analysis.html">Gaussian Discriminative Analysis</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/independent-component-analysis.html">Independent Component Analysis</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/locally-weighted-linear-regression.html">Locally Weighted Linear Regression</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/logistic-regression.html">Logistic Regression</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/mahout-collections.html">Mahout Collections</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/mlp.html">Multilayer Perceptron</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/naivebayes.html">Naive Bayes</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/neural-network.html">Neural Networks</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/partial-implementation.html">Partial Implementation</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/random-forrests.html">Random Forrests</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/restricted-boltzman-machines.html">Restricted Boltzman Machines</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/support-vector-machines.html">Support Vector Machines</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/bayesian.html">Bayesian</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/class-discovery.html">Class Discovery</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/classifyingyourdata.html">Classifying Your Data</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/collocations.html">Collocation</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/gaussian-discriminative-analysis.html">Gaussian Discriminative Analysis</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/independent-component-analysis.html">Independent Component Analysis</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/locally-weighted-linear-regression.html">Locally Weighted Linear Regression</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/logistic-regression.html">Logistic Regression</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/mahout-collections.html">Mahout Collections</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/mlp.html">Multilayer Perceptron</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/naivebayes.html">Naive Bayes</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/neural-network.html">Neural Networks</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/partial-implementation.html">Partial Implementation</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/random-forrests.html">Random Forrests</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/restricted-boltzman-machines.html">Restricted Boltzman Machines</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/support-vector-machines.html">Support Vector Machines</a></li> </ul> </div> <a href="#clustering" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Clustering</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="clustering"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/canopy-clustering.html">Canopy Clustering</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/cluster-dumper.html">Cluster Dumper</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/expectation-maximization.html">Expectation Maximization</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/fuzzy-k-means.html">Fuzzy K-Means</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/hierarchical-clustering.html">Hierarchical Clustering</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/k-means-clustering.html">K-Means Clustering</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/llr---log-likelihood-ratio.html">Log Likelihood Ratio</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/spectral-clustering.html">Spectral Clustering</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/streaming-k-means.html">Streaming K-Means</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/canopy-clustering.html">Canopy Clustering</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/cluster-dumper.html">Cluster Dumper</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/expectation-maximization.html">Expectation Maximization</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/fuzzy-k-means.html">Fuzzy K-Means</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/hierarchical-clustering.html">Hierarchical Clustering</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/k-means-clustering.html">K-Means Clustering</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/llr---log-likelihood-ratio.html">Log Likelihood Ratio</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/spectral-clustering.html">Spectral Clustering</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/streaming-k-means.html">Streaming K-Means</a></li> </ul> </div> </div> @@ -483,6 +494,7 @@ K-Means does a fair job handling this da </div> </div> + </div> @@ -490,7 +502,7 @@ K-Means does a fair job handling this da <div id="footer"> <div class="container"> - <p>© 2017 Apache Mahout + <p>© 2017 Name Lastname 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> @@ -522,7 +534,7 @@ K-Means does a fair job handling this da <!-- Latest compiled and minified JavaScript, requires jQuery 1.x (2.x not supported in IE8) --> <!-- Placed at the end of the document so the pages load faster --> <script src="https://ajax.googleapis.com/ajax/libs/jquery/1.10.2/jquery.min.js";></script> -<script src="/docs/0.13.1-SNAPSHOT/assets/themes/mahout3/js/bootstrap.min.js"></script> +<script src="/docs/0.13.1/assets/themes/mahout3/js/bootstrap.min.js"></script> </body> </html>
Modified: mahout/site/mahout_cms/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/latent-dirichlet-allocation.html URL: http://svn.apache.org/viewvc/mahout/site/mahout_cms/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/latent-dirichlet-allocation.html?rev=1795034&r1=1795033&r2=1795034&view=diff ============================================================================== --- mahout/site/mahout_cms/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/latent-dirichlet-allocation.html (original) +++ mahout/site/mahout_cms/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/latent-dirichlet-allocation.html Sat May 13 07:02:37 2017 @@ -8,20 +8,20 @@ <title>(Deprecated) Latent Dirichlet Allocation</title> - <meta name="author" content="Apache Mahout"> + <meta name="author" content="Name Lastname"> <!-- Enable responsive viewport --> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <!-- Bootstrap styles --> - <link href="/docs/0.13.1-SNAPSHOT/assets/themes/mahout3/css/bootstrap.min.css" rel="stylesheet"> + <link href="/docs/0.13.1/assets/themes/mahout3/css/bootstrap.min.css" rel="stylesheet"> <!-- Optional theme --> - <link href="/docs/0.13.1-SNAPSHOT/assets/themes/mahout3/css/bootstrap-theme.min.css" rel="stylesheet"> + <link href="/docs/0.13.1/assets/themes/mahout3/css/bootstrap-theme.min.css" rel="stylesheet"> <!-- Sticky Footer --> - <link href="/docs/0.13.1-SNAPSHOT/assets/themes/mahout3/css/bs-sticky-footer.css" rel="stylesheet"> + <link href="/docs/0.13.1/assets/themes/mahout3/css/bs-sticky-footer.css" rel="stylesheet"> <!-- Custom styles --> - <link href="/docs/0.13.1-SNAPSHOT/assets/themes/mahout3/css/style.css" rel="stylesheet" type="text/css" media="all"> + <link href="/docs/0.13.1/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:// --> @@ -39,8 +39,8 @@ --> <!-- atom & rss feed --> - <link href="/docs/0.13.1-SNAPSHOT/atom.xml" type="application/atom+xml" rel="alternate" title="Sitewide ATOM Feed"> - <link href="/docs/0.13.1-SNAPSHOT/rss.xml" type="application/rss+xml" rel="alternate" title="Sitewide RSS Feed"> + <link href="/docs/0.13.1/atom.xml" type="application/atom+xml" rel="alternate" title="Sitewide ATOM Feed"> + <link href="/docs/0.13.1/rss.xml" type="application/rss+xml" rel="alternate" title="Sitewide RSS Feed"> <script type="text/x-mathjax-config"> MathJax.Hub.Config({ tex2jax: { @@ -79,7 +79,7 @@ <span class="icon-bar"></span> </button> <a class="navbar-brand" href="/"> - <img src="/docs/0.13.1-SNAPSHOT/assets/img/Mahout-logo-82x100.png" height="30" alt="I'm mahout"> + <img src="/docs/0.13.1/assets/img/Mahout-logo-82x100.png" height="30" alt="I'm mahout"> </a> </div> @@ -92,27 +92,27 @@ <!-- Quick Start --> <li id="quickstart"> - <a href="/docs/0.13.1-SNAPSHOT/index.html" >Mahout Overview</a> + <a href="/docs/0.13.1/quickstart.html" >Quick Start</a> </li> <li id="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Key Concepts<span class="caret"></span></a> <ul class="dropdown-menu"> - <li><a href="/docs/0.13.1-SNAPSHOT/index.html">Mahout Overview</a></li> + <li><a href="/docs/0.13.1/index.html">Mahout Overview</a></li> <li><span><b> Scala DSL</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/mahout-samsara/in-core-reference.html">In-core Reference</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/mahout-samsara/out-of-core-reference.html">Out-of-core Reference</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/mahout-samsara/faq.html">Samsara FAQ</a></li> + <li><a href="/docs/0.13.1/mahout-samsara/in-core-reference.html">In-core Reference</a></li> + <li><a href="/docs/0.13.1/mahout-samsara/out-of-core-reference.html">Out-of-core Reference</a></li> + <li><a href="/docs/0.13.1/mahout-samsara/faq.html">Samsara FAQ</a></li> <li role="separator" class="divider"></li> <li><span> <b>Bindings</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/distributed/spark-bindings/">Spark Bindings</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/distributed/flink-bindings.html">Flink Bindings</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/distributed/flink-bindings.html">H20 Bindings</a></li> - <!--<li role="separator" class="divider"></li> + <li><a href="/docs/0.13.1/distributed/spark-bindings/">Spark Bindings</a></li> + <li><a href="/docs/0.13.1/distributed/flink-bindings.html">Flink Bindings</a></li> + <li><a href="/docs/0.13.1/distributed/flink-bindings.html">H20 Bindings</a></li> + <li role="separator" class="divider"></li> <li><span> <b>Native Solvers</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/native-solvers/viennacl.html">ViennaCL</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/native-solvers/viennacl-omp.html">ViennaCL-OMP</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/native-solvers/cuda.html">CUDA</a></li>--> + <li><a href="/docs/0.13.1/native-solvers/viennacl.html">ViennaCL</a></li> + <li><a href="/docs/0.13.1/native-solvers/viennacl-omp.html">ViennaCL-OMP</a></li> + <li><a href="/docs/0.13.1/native-solvers/cuda.html">CUDA</a></li> </ul> </li> @@ -120,22 +120,26 @@ <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Tutorials<span class="caret"></span></a> <ul class="dropdown-menu"> <li><span> <b>Reccomenders</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/cco-lastfm">CCO Example with Last.FM Data</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/intro-cooccurrence-spark">Introduction to Cooccurrence in Spark</a></li> + <li><a href="/docs/0.13.1/tutorials/cco-lastfm">CCO Example with Last.FM Data</a></li> + <li><a href="/docs/0.13.1/tutorials/intro-cooccurrence-spark">Introduction to Cooccurrence in Spark</a></li> <li role="separator" class="divider"></li> <li><span> <b>Mahout Samsara</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/samsara/play-with-shell.html">Playing with Samsara in Spark Shell</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/samsara/playing-with-samsara-flink-batch.html">Playing with Samsara in Flink Batch</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/samsara/classify-a-doc-from-the-shell.html">Text Classification (Shell)</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/samsara/spark-naive-bayes.html">Spark Naive Bayes</a></li> + <li><a href="/docs/0.13.1/tutorials/samsara/play-with-shell.html">Playing with Samsara in Spark Shell</a></li> + <li><a href="/docs/0.13.1/tutorials/samsara/playing-with-samsara-flink-batch.html">Playing with Samsara in Flink Batch</a></li> + <li><a href="/docs/0.13.1/tutorials/samsara/classify-a-doc-from-the-shell.html">Text Classification (Shell)</a></li> + <li><a href="/docs/0.13.1/tutorials/samsara/spark-naive-bayes.html">Spark Naive Bayes</a></li> <li role="separator" class="divider"></li> <li><span> <b>Misc</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/misc/mahout-in-zeppelin">Mahout in Apache Zeppelin</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/misc/contributing-algos">How To Contribute a New Algorithm</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/misc/how-to-build-an-app.html">How To Build An App</a></li> + <li><a href="/docs/0.13.1/tutorials/misc/mahout-in-zeppelin">Mahout in Apache Zeppelin</a></li> + <li><a href="/docs/0.13.1/tutorials/misc/contributing-algos">How To Contribute a New Algorithm</a></li> + <li><a href="/docs/0.13.1/tutorials/misc/how-to-build-an-app.html">How To Build An App</a></li> + <li role="separator" class="divider"></li> + <li><span> <b>Would be cool...</b><span></li> + <li><a href="/docs/0.13.1-SNAPSHOT">Implementing a New Distributed Backend</a></li> + <li><a href="/docs/0.13.1-SNAPSHOT">Implementing a New Native Solver</a></li> <li role="separator" class="divider"></li> <li><span> <b>Deprecated</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/map-reduce">MapReduce</a></li> + <li><a href="/docs/0.13.1/tutorials/map-reduce">MapReduce</a></li> </ul> </li> @@ -144,18 +148,18 @@ <li id="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Algorithms<span class="caret"></span></a> <ul class="dropdown-menu"> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/linear-algebra">Distributed Linear Algebra</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/preprocessors">Preprocessors</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/regression">Regression</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders">Reccomenders</a></li> + <li><a href="/docs/0.13.1/algorithms/linear-algebra">Distributed Linear Algebra</a></li> + <li><a href="/docs/0.13.1/algorithms/preprocessors">Preprocessors</a></li> + <li><a href="/docs/0.13.1/algorithms/regression">Regression</a></li> + <li><a href="/docs/0.13.1/algorithms/reccomenders">Reccomenders</a></li> <li role="separator" class="divider"></li> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a></li> + <li><a href="/docs/0.13.1/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a></li> </ul> - <!--<li><a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post--> + <!--<li><a href="/docs/0.13.1/algorithms/reccomenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post--> <!-- - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li> + <li><a href="/docs/0.13.1/algorithms/reccomenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li> <li role="separator" class="divider"></li> - <li><span> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li> + <li><span> <a href="/docs/0.13.1/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li> --> @@ -163,23 +167,30 @@ <!-- Scala Docs --> <li id="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">API Docs<span class="caret"></span></a> + <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Scala Docs<span class="caret"></span></a> <ul class="dropdown-menu"> - <li class="title"><span> <b>0.13.1-SNAPSHOT</b>(latest)</span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/scaladocs/math-scala/index.html">Mahout Math Scala Docs</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/scaladocs/spark/index.html">Mahout Spark Bindings Scala Docs</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/javadocs/index.html">Mahout Java Docs</a></li> + <li class="title"><span><b>TODO - Needs update per new scaladocs</b></span></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Math</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math-scala/index.html";>Mahout Math Scala bindings</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.htmlhttp://apache.github.io/mahout/0.10.1/docs/mahout-spark/index.html";>Mahout Spark bindings</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Spark bindings shell</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout H2O backend Scaladoc</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout H2O backend Javadoc</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout HDFS</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Map-Reduce</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Examples</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Integration</a></li> </ul> </li> </ul> - <form class="navbar-form navbar-left"> + <!--<form class="navbar-form navbar-left"> <div class="form-group"> <input type="text" class="form-control" placeholder="Search"> </div> <button type="submit" class="btn btn-default">Submit</button> - </form> + </form>--> <ul class="nav navbar-nav navbar-right"> <li><a href="http://github.com/apache/mahout";>Github</a></li> @@ -217,17 +228,17 @@ <a href="#linalg" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Linear Algebra</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="linalg"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/linear-algebra/d-qr.html">Distributed QR Decomposition</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/linear-algebra/d-spca.html">Distributed Stochastic Principal Component Analysis</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/linear-algebra/d-ssvd.html">Distributed Stochastic Singular Value Decomposition</a></li> + <li> <a href="/docs/0.13.1/algorithms/linear-algebra/d-qr.html">Distributed QR Decomposition</a></li> + <li> <a href="/docs/0.13.1/algorithms/linear-algebra/d-spca.html">Distributed Stochastic Principal Component Analysis</a></li> + <li> <a href="/docs/0.13.1/algorithms/linear-algebra/d-ssvd.html">Distributed Stochastic Singular Value Decomposition</a></li> </ul> </div> <a href="#preprocessors" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Preprocessors</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="preprocessors"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/preprocessors/AsFactor.html">AsFactor (a.k.a. One-Hot-Encoding)</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/preprocessors/StandardScaler.html">StandardScaler</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/preprocessors/MeanCenter.html">MeanCenter</a></li> + <li> <a href="/docs/0.13.1/algorithms/preprocessors/AsFactor.html">AsFactor (a.k.a. One-Hot-Encoding)</a></li> + <li> <a href="/docs/0.13.1/algorithms/preprocessors/StandardScaler.html">StandardScaler</a></li> + <li> <a href="/docs/0.13.1/algorithms/preprocessors/MeanCenter.html">MeanCenter</a></li> </ul> </div> <a href="#regression" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Regression</b><i class="fa fa-caret-down"></i></a> @@ -236,20 +247,20 @@ <a href="#serial-correlation" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#regression"><b>• Serial Correlation</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="serial-correlation"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/regression/serial-correlation/cochrane-orcutt.html">Cochrane-Orcutt Procedure</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/regression/serial-correlation/dw-test.html">Durbin Watson Test</a></li> + <li> <a href="/docs/0.13.1/algorithms/regression/serial-correlation/cochrane-orcutt.html">Cochrane-Orcutt Procedure</a></li> + <li> <a href="/docs/0.13.1/algorithms/regression/serial-correlation/dw-test.html">Durbin Watson Test</a></li> </ul> </div> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/regression/ols.html">Ordinary Least Squares (Closed Form)</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/regression/fittness-tests.html">Fitness Tests</a></li> + <li> <a href="/docs/0.13.1/algorithms/regression/ols.html">Ordinary Least Squares (Closed Form)</a></li> + <li> <a href="/docs/0.13.1/algorithms/regression/fittness-tests.html">Fitness Tests</a></li> </ul> </div> <a href="#reccomenders" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Reccomenders</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="reccomenders"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders">Reccomender Overview</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders/cco.html">CCO</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders/d-als.html">Distributed Alternating Least Squares</a></li> + <li> <a href="/docs/0.13.1/algorithms/reccomenders">Reccomender Overview</a></li> + <li> <a href="/docs/0.13.1/algorithms/reccomenders/cco.html">CCO</a></li> + <li> <a href="/docs/0.13.1/algorithms/reccomenders/d-als.html">Distributed Alternating Least Squares</a></li> </ul> </div> </div> @@ -258,38 +269,38 @@ <a href="#classification" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Classification</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="classification"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/bayesian.html">Bayesian</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/class-discovery.html">Class Discovery</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/classifyingyourdata.html">Classifying Your Data</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/collocations.html">Collocation</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/gaussian-discriminative-analysis.html">Gaussian Discriminative Analysis</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/independent-component-analysis.html">Independent Component Analysis</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/locally-weighted-linear-regression.html">Locally Weighted Linear Regression</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/logistic-regression.html">Logistic Regression</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/mahout-collections.html">Mahout Collections</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/mlp.html">Multilayer Perceptron</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/naivebayes.html">Naive Bayes</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/neural-network.html">Neural Networks</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/partial-implementation.html">Partial Implementation</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/random-forrests.html">Random Forrests</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/restricted-boltzman-machines.html">Restricted Boltzman Machines</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/support-vector-machines.html">Support Vector Machines</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/bayesian.html">Bayesian</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/class-discovery.html">Class Discovery</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/classifyingyourdata.html">Classifying Your Data</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/collocations.html">Collocation</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/gaussian-discriminative-analysis.html">Gaussian Discriminative Analysis</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/independent-component-analysis.html">Independent Component Analysis</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/locally-weighted-linear-regression.html">Locally Weighted Linear Regression</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/logistic-regression.html">Logistic Regression</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/mahout-collections.html">Mahout Collections</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/mlp.html">Multilayer Perceptron</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/naivebayes.html">Naive Bayes</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/neural-network.html">Neural Networks</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/partial-implementation.html">Partial Implementation</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/random-forrests.html">Random Forrests</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/restricted-boltzman-machines.html">Restricted Boltzman Machines</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/support-vector-machines.html">Support Vector Machines</a></li> </ul> </div> <a href="#clustering" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Clustering</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="clustering"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/canopy-clustering.html">Canopy Clustering</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/cluster-dumper.html">Cluster Dumper</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/expectation-maximization.html">Expectation Maximization</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/fuzzy-k-means.html">Fuzzy K-Means</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/hierarchical-clustering.html">Hierarchical Clustering</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/k-means-clustering.html">K-Means Clustering</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/llr---log-likelihood-ratio.html">Log Likelihood Ratio</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/spectral-clustering.html">Spectral Clustering</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/streaming-k-means.html">Streaming K-Means</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/canopy-clustering.html">Canopy Clustering</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/cluster-dumper.html">Cluster Dumper</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/expectation-maximization.html">Expectation Maximization</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/fuzzy-k-means.html">Fuzzy K-Means</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/hierarchical-clustering.html">Hierarchical Clustering</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/k-means-clustering.html">K-Means Clustering</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/llr---log-likelihood-ratio.html">Log Likelihood Ratio</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/spectral-clustering.html">Spectral Clustering</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/streaming-k-means.html">Streaming K-Means</a></li> </ul> </div> </div> @@ -449,6 +460,7 @@ post-processing step.</p> </div> </div> + </div> @@ -456,7 +468,7 @@ post-processing step.</p> <div id="footer"> <div class="container"> - 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Log-likelihood Ratio</title> - <meta name="author" content="Apache Mahout"> + <meta name="author" content="Name Lastname"> <!-- Enable responsive viewport --> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <!-- Bootstrap styles --> - <link href="/docs/0.13.1-SNAPSHOT/assets/themes/mahout3/css/bootstrap.min.css" rel="stylesheet"> + <link href="/docs/0.13.1/assets/themes/mahout3/css/bootstrap.min.css" rel="stylesheet"> <!-- Optional theme --> - <link href="/docs/0.13.1-SNAPSHOT/assets/themes/mahout3/css/bootstrap-theme.min.css" rel="stylesheet"> + <link href="/docs/0.13.1/assets/themes/mahout3/css/bootstrap-theme.min.css" rel="stylesheet"> <!-- Sticky Footer --> - <link href="/docs/0.13.1-SNAPSHOT/assets/themes/mahout3/css/bs-sticky-footer.css" rel="stylesheet"> + <link href="/docs/0.13.1/assets/themes/mahout3/css/bs-sticky-footer.css" rel="stylesheet"> <!-- Custom styles --> - <link href="/docs/0.13.1-SNAPSHOT/assets/themes/mahout3/css/style.css" rel="stylesheet" type="text/css" media="all"> + <link href="/docs/0.13.1/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:// --> @@ -39,8 +39,8 @@ --> <!-- atom & rss feed --> - <link href="/docs/0.13.1-SNAPSHOT/atom.xml" type="application/atom+xml" rel="alternate" title="Sitewide ATOM Feed"> - <link href="/docs/0.13.1-SNAPSHOT/rss.xml" type="application/rss+xml" rel="alternate" title="Sitewide RSS Feed"> + <link href="/docs/0.13.1/atom.xml" type="application/atom+xml" rel="alternate" title="Sitewide ATOM Feed"> + <link href="/docs/0.13.1/rss.xml" type="application/rss+xml" rel="alternate" title="Sitewide RSS Feed"> <script type="text/x-mathjax-config"> MathJax.Hub.Config({ tex2jax: { @@ -79,7 +79,7 @@ <span class="icon-bar"></span> </button> <a class="navbar-brand" href="/"> - <img src="/docs/0.13.1-SNAPSHOT/assets/img/Mahout-logo-82x100.png" height="30" alt="I'm mahout"> + <img src="/docs/0.13.1/assets/img/Mahout-logo-82x100.png" height="30" alt="I'm mahout"> </a> </div> @@ -92,27 +92,27 @@ <!-- Quick Start --> <li id="quickstart"> - <a href="/docs/0.13.1-SNAPSHOT/index.html" >Mahout Overview</a> + <a href="/docs/0.13.1/quickstart.html" >Quick Start</a> </li> <li id="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Key Concepts<span class="caret"></span></a> <ul class="dropdown-menu"> - <li><a href="/docs/0.13.1-SNAPSHOT/index.html">Mahout Overview</a></li> + <li><a href="/docs/0.13.1/index.html">Mahout Overview</a></li> <li><span><b> Scala DSL</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/mahout-samsara/in-core-reference.html">In-core Reference</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/mahout-samsara/out-of-core-reference.html">Out-of-core Reference</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/mahout-samsara/faq.html">Samsara FAQ</a></li> + <li><a href="/docs/0.13.1/mahout-samsara/in-core-reference.html">In-core Reference</a></li> + <li><a href="/docs/0.13.1/mahout-samsara/out-of-core-reference.html">Out-of-core Reference</a></li> + <li><a href="/docs/0.13.1/mahout-samsara/faq.html">Samsara FAQ</a></li> <li role="separator" class="divider"></li> <li><span> <b>Bindings</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/distributed/spark-bindings/">Spark Bindings</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/distributed/flink-bindings.html">Flink Bindings</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/distributed/flink-bindings.html">H20 Bindings</a></li> - <!--<li role="separator" class="divider"></li> + <li><a href="/docs/0.13.1/distributed/spark-bindings/">Spark Bindings</a></li> + <li><a href="/docs/0.13.1/distributed/flink-bindings.html">Flink Bindings</a></li> + <li><a href="/docs/0.13.1/distributed/flink-bindings.html">H20 Bindings</a></li> + <li role="separator" class="divider"></li> <li><span> <b>Native Solvers</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/native-solvers/viennacl.html">ViennaCL</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/native-solvers/viennacl-omp.html">ViennaCL-OMP</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/native-solvers/cuda.html">CUDA</a></li>--> + <li><a href="/docs/0.13.1/native-solvers/viennacl.html">ViennaCL</a></li> + <li><a href="/docs/0.13.1/native-solvers/viennacl-omp.html">ViennaCL-OMP</a></li> + <li><a href="/docs/0.13.1/native-solvers/cuda.html">CUDA</a></li> </ul> </li> @@ -120,22 +120,26 @@ <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Tutorials<span class="caret"></span></a> <ul class="dropdown-menu"> <li><span> <b>Reccomenders</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/cco-lastfm">CCO Example with Last.FM Data</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/intro-cooccurrence-spark">Introduction to Cooccurrence in Spark</a></li> + <li><a href="/docs/0.13.1/tutorials/cco-lastfm">CCO Example with Last.FM Data</a></li> + <li><a href="/docs/0.13.1/tutorials/intro-cooccurrence-spark">Introduction to Cooccurrence in Spark</a></li> <li role="separator" class="divider"></li> <li><span> <b>Mahout Samsara</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/samsara/play-with-shell.html">Playing with Samsara in Spark Shell</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/samsara/playing-with-samsara-flink-batch.html">Playing with Samsara in Flink Batch</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/samsara/classify-a-doc-from-the-shell.html">Text Classification (Shell)</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/samsara/spark-naive-bayes.html">Spark Naive Bayes</a></li> + <li><a href="/docs/0.13.1/tutorials/samsara/play-with-shell.html">Playing with Samsara in Spark Shell</a></li> + <li><a href="/docs/0.13.1/tutorials/samsara/playing-with-samsara-flink-batch.html">Playing with Samsara in Flink Batch</a></li> + <li><a href="/docs/0.13.1/tutorials/samsara/classify-a-doc-from-the-shell.html">Text Classification (Shell)</a></li> + <li><a href="/docs/0.13.1/tutorials/samsara/spark-naive-bayes.html">Spark Naive Bayes</a></li> <li role="separator" class="divider"></li> <li><span> <b>Misc</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/misc/mahout-in-zeppelin">Mahout in Apache Zeppelin</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/misc/contributing-algos">How To Contribute a New Algorithm</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/misc/how-to-build-an-app.html">How To Build An App</a></li> + <li><a href="/docs/0.13.1/tutorials/misc/mahout-in-zeppelin">Mahout in Apache Zeppelin</a></li> + <li><a href="/docs/0.13.1/tutorials/misc/contributing-algos">How To Contribute a New Algorithm</a></li> + <li><a href="/docs/0.13.1/tutorials/misc/how-to-build-an-app.html">How To Build An App</a></li> + <li role="separator" class="divider"></li> + <li><span> <b>Would be cool...</b><span></li> + <li><a href="/docs/0.13.1-SNAPSHOT">Implementing a New Distributed Backend</a></li> + <li><a href="/docs/0.13.1-SNAPSHOT">Implementing a New Native Solver</a></li> <li role="separator" class="divider"></li> <li><span> <b>Deprecated</b><span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/tutorials/map-reduce">MapReduce</a></li> + <li><a href="/docs/0.13.1/tutorials/map-reduce">MapReduce</a></li> </ul> </li> @@ -144,18 +148,18 @@ <li id="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Algorithms<span class="caret"></span></a> <ul class="dropdown-menu"> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/linear-algebra">Distributed Linear Algebra</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/preprocessors">Preprocessors</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/regression">Regression</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders">Reccomenders</a></li> + <li><a href="/docs/0.13.1/algorithms/linear-algebra">Distributed Linear Algebra</a></li> + <li><a href="/docs/0.13.1/algorithms/preprocessors">Preprocessors</a></li> + <li><a href="/docs/0.13.1/algorithms/regression">Regression</a></li> + <li><a href="/docs/0.13.1/algorithms/reccomenders">Reccomenders</a></li> <li role="separator" class="divider"></li> - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a></li> + <li><a href="/docs/0.13.1/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a></li> </ul> - <!--<li><a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post--> + <!--<li><a href="/docs/0.13.1/algorithms/reccomenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post--> <!-- - <li><a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li> + <li><a href="/docs/0.13.1/algorithms/reccomenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li> <li role="separator" class="divider"></li> - <li><span> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li> + <li><span> <a href="/docs/0.13.1/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li> --> @@ -163,23 +167,30 @@ <!-- Scala Docs --> <li id="dropdown"> - <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">API Docs<span class="caret"></span></a> + <a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Scala Docs<span class="caret"></span></a> <ul class="dropdown-menu"> - <li class="title"><span> <b>0.13.1-SNAPSHOT</b>(latest)</span></li> - <li><a href="/docs/0.13.1-SNAPSHOT/scaladocs/math-scala/index.html">Mahout Math Scala Docs</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/scaladocs/spark/index.html">Mahout Spark Bindings Scala Docs</a></li> - <li><a href="/docs/0.13.1-SNAPSHOT/javadocs/index.html">Mahout Java Docs</a></li> + <li class="title"><span><b>TODO - Needs update per new scaladocs</b></span></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Math</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math-scala/index.html";>Mahout Math Scala bindings</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.htmlhttp://apache.github.io/mahout/0.10.1/docs/mahout-spark/index.html";>Mahout Spark bindings</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Spark bindings shell</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout H2O backend Scaladoc</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout H2O backend Javadoc</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout HDFS</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Map-Reduce</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Examples</a></li> + <li><a href="http://apache.github.io/mahout/0.10.1/docs/mahout-math/index.html";>Mahout Integration</a></li> </ul> </li> </ul> - <form class="navbar-form navbar-left"> + <!--<form class="navbar-form navbar-left"> <div class="form-group"> <input type="text" class="form-control" placeholder="Search"> </div> <button type="submit" class="btn btn-default">Submit</button> - </form> + </form>--> <ul class="nav navbar-nav navbar-right"> <li><a href="http://github.com/apache/mahout";>Github</a></li> @@ -217,17 +228,17 @@ <a href="#linalg" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Linear Algebra</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="linalg"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/linear-algebra/d-qr.html">Distributed QR Decomposition</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/linear-algebra/d-spca.html">Distributed Stochastic Principal Component Analysis</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/linear-algebra/d-ssvd.html">Distributed Stochastic Singular Value Decomposition</a></li> + <li> <a href="/docs/0.13.1/algorithms/linear-algebra/d-qr.html">Distributed QR Decomposition</a></li> + <li> <a href="/docs/0.13.1/algorithms/linear-algebra/d-spca.html">Distributed Stochastic Principal Component Analysis</a></li> + <li> <a href="/docs/0.13.1/algorithms/linear-algebra/d-ssvd.html">Distributed Stochastic Singular Value Decomposition</a></li> </ul> </div> <a href="#preprocessors" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Preprocessors</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="preprocessors"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/preprocessors/AsFactor.html">AsFactor (a.k.a. One-Hot-Encoding)</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/preprocessors/StandardScaler.html">StandardScaler</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/preprocessors/MeanCenter.html">MeanCenter</a></li> + <li> <a href="/docs/0.13.1/algorithms/preprocessors/AsFactor.html">AsFactor (a.k.a. One-Hot-Encoding)</a></li> + <li> <a href="/docs/0.13.1/algorithms/preprocessors/StandardScaler.html">StandardScaler</a></li> + <li> <a href="/docs/0.13.1/algorithms/preprocessors/MeanCenter.html">MeanCenter</a></li> </ul> </div> <a href="#regression" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Regression</b><i class="fa fa-caret-down"></i></a> @@ -236,20 +247,20 @@ <a href="#serial-correlation" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#regression"><b>• Serial Correlation</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="serial-correlation"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/regression/serial-correlation/cochrane-orcutt.html">Cochrane-Orcutt Procedure</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/regression/serial-correlation/dw-test.html">Durbin Watson Test</a></li> + <li> <a href="/docs/0.13.1/algorithms/regression/serial-correlation/cochrane-orcutt.html">Cochrane-Orcutt Procedure</a></li> + <li> <a href="/docs/0.13.1/algorithms/regression/serial-correlation/dw-test.html">Durbin Watson Test</a></li> </ul> </div> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/regression/ols.html">Ordinary Least Squares (Closed Form)</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/regression/fittness-tests.html">Fitness Tests</a></li> + <li> <a href="/docs/0.13.1/algorithms/regression/ols.html">Ordinary Least Squares (Closed Form)</a></li> + <li> <a href="/docs/0.13.1/algorithms/regression/fittness-tests.html">Fitness Tests</a></li> </ul> </div> <a href="#reccomenders" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Reccomenders</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="reccomenders"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders">Reccomender Overview</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders/cco.html">CCO</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/reccomenders/d-als.html">Distributed Alternating Least Squares</a></li> + <li> <a href="/docs/0.13.1/algorithms/reccomenders">Reccomender Overview</a></li> + <li> <a href="/docs/0.13.1/algorithms/reccomenders/cco.html">CCO</a></li> + <li> <a href="/docs/0.13.1/algorithms/reccomenders/d-als.html">Distributed Alternating Least Squares</a></li> </ul> </div> </div> @@ -258,38 +269,38 @@ <a href="#classification" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Classification</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="classification"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/bayesian.html">Bayesian</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/class-discovery.html">Class Discovery</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/classifyingyourdata.html">Classifying Your Data</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/collocations.html">Collocation</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/gaussian-discriminative-analysis.html">Gaussian Discriminative Analysis</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/independent-component-analysis.html">Independent Component Analysis</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/locally-weighted-linear-regression.html">Locally Weighted Linear Regression</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/logistic-regression.html">Logistic Regression</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/mahout-collections.html">Mahout Collections</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/mlp.html">Multilayer Perceptron</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/naivebayes.html">Naive Bayes</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/neural-network.html">Neural Networks</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/partial-implementation.html">Partial Implementation</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/random-forrests.html">Random Forrests</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/restricted-boltzman-machines.html">Restricted Boltzman Machines</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/support-vector-machines.html">Support Vector Machines</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/bayesian.html">Bayesian</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/class-discovery.html">Class Discovery</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/classifyingyourdata.html">Classifying Your Data</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/collocations.html">Collocation</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/gaussian-discriminative-analysis.html">Gaussian Discriminative Analysis</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/independent-component-analysis.html">Independent Component Analysis</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/locally-weighted-linear-regression.html">Locally Weighted Linear Regression</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/logistic-regression.html">Logistic Regression</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/mahout-collections.html">Mahout Collections</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/mlp.html">Multilayer Perceptron</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/naivebayes.html">Naive Bayes</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/neural-network.html">Neural Networks</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/partial-implementation.html">Partial Implementation</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/random-forrests.html">Random Forrests</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/restricted-boltzman-machines.html">Restricted Boltzman Machines</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/classification/support-vector-machines.html">Support Vector Machines</a></li> </ul> </div> <a href="#clustering" class="list-group-item list-group-item-success" data-toggle="collapse" data-parent="#AlgoMenu"><b>Clustering</b><i class="fa fa-caret-down"></i></a> <div class="collapse" id="clustering"> <ul class="nav sidebar-nav"> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/canopy-clustering.html">Canopy Clustering</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/cluster-dumper.html">Cluster Dumper</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/expectation-maximization.html">Expectation Maximization</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/fuzzy-k-means.html">Fuzzy K-Means</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/hierarchical-clustering.html">Hierarchical Clustering</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/k-means-clustering.html">K-Means Clustering</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/llr---log-likelihood-ratio.html">Log Likelihood Ratio</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/spectral-clustering.html">Spectral Clustering</a></li> - <li> <a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/clustering/streaming-k-means.html">Streaming K-Means</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/canopy-clustering.html">Canopy Clustering</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/cluster-dumper.html">Cluster Dumper</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/expectation-maximization.html">Expectation Maximization</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/fuzzy-k-means.html">Fuzzy K-Means</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/hierarchical-clustering.html">Hierarchical Clustering</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/k-means-clustering.html">K-Means Clustering</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/llr---log-likelihood-ratio.html">Log Likelihood Ratio</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/spectral-clustering.html">Spectral Clustering</a></li> + <li> <a href="/docs/0.13.1/algorithms/map-reduce/clustering/streaming-k-means.html">Streaming K-Means</a></li> </ul> </div> </div> @@ -345,6 +356,7 @@ number of training examples and where fe </div> </div> + </div> @@ -352,7 +364,7 @@ number of training examples and where fe <div id="footer"> <div class="container"> - 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