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From build...@apache.org
Subject svn commit: r1012168 [6/29] - in /websites/staging/mahout/trunk/content: ./ docs/0.13.1-SNAPSHOT/ docs/0.13.1-SNAPSHOT/algorithms/ docs/0.13.1-SNAPSHOT/algorithms/linear-algebra/ docs/0.13.1-SNAPSHOT/algorithms/map-reduce/ docs/0.13.1-SNAPSHOT/algorith...
Date Sat, 13 May 2017 07:03:24 GMT
Modified: websites/staging/mahout/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/mlp.html
==============================================================================
--- websites/staging/mahout/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/mlp.html (original)
+++ websites/staging/mahout/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/mlp.html Sat May 13 07:03:21 2017
@@ -8,20 +8,20 @@
 
   <title>(Deprecated)  Multilayer Perceptron</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>&nbsp;&nbsp;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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                <li><span>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&#8226;&nbsp;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>
@@ -541,6 +552,7 @@ This computes the activation <em>a</em>
     </div>
 </div>
 
+
   </div>
 
 
@@ -548,7 +560,7 @@ This computes the activation <em>a</em>
 
 <div id="footer">
   <div class="container">
-    <p>&copy; 2017 Apache Mahout
+    <p>&copy; 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>
@@ -580,7 +592,7 @@ This computes the activation <em>a</em>
 <!-- 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: websites/staging/mahout/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/naivebayes.html
==============================================================================
--- websites/staging/mahout/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/naivebayes.html (original)
+++ websites/staging/mahout/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/naivebayes.html Sat May 13 07:03:21 2017
@@ -8,20 +8,20 @@
 
   <title>(Deprecated)  NaiveBayes</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>&nbsp;&nbsp;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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                <li><span>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&#8226;&nbsp;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>
@@ -344,6 +355,7 @@ using the 20 Newsgroups data available a
     </div>
 </div>
 
+
   </div>
 
 
@@ -351,7 +363,7 @@ using the 20 Newsgroups data available a
 
 <div id="footer">
   <div class="container">
-    <p>&copy; 2017 Apache Mahout
+    <p>&copy; 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>
@@ -383,7 +395,7 @@ using the 20 Newsgroups data available a
 <!-- 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: websites/staging/mahout/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/neural-network.html
==============================================================================
--- websites/staging/mahout/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/neural-network.html (original)
+++ websites/staging/mahout/trunk/content/docs/0.13.1-SNAPSHOT/algorithms/map-reduce/classification/neural-network.html Sat May 13 07:03:21 2017
@@ -8,20 +8,20 @@
 
   <title>(Deprecated)  Neural Network</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>&nbsp;&nbsp;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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<a href="/docs/0.13.1-SNAPSHOT/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                <li><span>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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">
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             <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>&#8226;&nbsp;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>
@@ -319,6 +330,7 @@ planes but arbitrary decision boundaries
     </div>
 </div>
 
+
   </div>
 
 
@@ -326,7 +338,7 @@ planes but arbitrary decision boundaries
 
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   <div class="container">
-    <p>&copy; 2017 Apache Mahout
+    <p>&copy; 2017 Name Lastname
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@@ -358,7 +370,7 @@ planes but arbitrary decision boundaries
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+<script src="/docs/0.13.1/assets/themes/mahout3/js/bootstrap.min.js"></script>
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