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Posted to commits@mahout.apache.org by bu...@apache.org on 2015/03/28 00:01:24 UTC

svn commit: r945327 [2/2] - in /websites/staging/mahout/trunk/content: ./ developers/ general/ users/algorithms/ users/basics/ users/classification/ users/clustering/ users/dim-reduction/ users/misc/ users/recommender/ users/sparkbindings/

Modified: websites/staging/mahout/trunk/content/users/basics/system-requirements.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/system-requirements.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/system-requirements.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/basics/tf-idf---term-frequency-inverse-document-frequency.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/tf-idf---term-frequency-inverse-document-frequency.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/tf-idf---term-frequency-inverse-document-frequency.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/bankmarketing-example.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/bankmarketing-example.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/bankmarketing-example.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/bayesian-commandline.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/bayesian-commandline.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/bayesian-commandline.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/bayesian.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/bayesian.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/bayesian.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/breiman-example.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/breiman-example.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/breiman-example.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/class-discovery.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/class-discovery.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/class-discovery.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/classifyingyourdata.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/classifyingyourdata.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/classifyingyourdata.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/hidden-markov-models.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/hidden-markov-models.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/hidden-markov-models.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/locally-weighted-linear-regression.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/locally-weighted-linear-regression.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/locally-weighted-linear-regression.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/logistic-regression.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/logistic-regression.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/logistic-regression.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/naivebayes.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/naivebayes.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/naivebayes.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/neural-network.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/neural-network.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/neural-network.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/partial-implementation.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/partial-implementation.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/partial-implementation.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/random-forests.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/random-forests.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/random-forests.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/restricted-boltzmann-machines.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/restricted-boltzmann-machines.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/restricted-boltzmann-machines.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/support-vector-machines.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/support-vector-machines.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/support-vector-machines.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/classification/twenty-newsgroups.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/twenty-newsgroups.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/twenty-newsgroups.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/20newsgroups.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/20newsgroups.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/20newsgroups.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/canopy-clustering.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/canopy-clustering.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/canopy-clustering.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/canopy-commandline.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/canopy-commandline.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/canopy-commandline.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/cluster-dumper.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/cluster-dumper.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/cluster-dumper.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/clustering-of-synthetic-control-data.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/clustering-of-synthetic-control-data.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/clustering-of-synthetic-control-data.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/clustering-seinfeld-episodes.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/clustering-seinfeld-episodes.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/clustering-seinfeld-episodes.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/clusteringyourdata.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/clusteringyourdata.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/clusteringyourdata.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/expectation-maximization.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/expectation-maximization.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/expectation-maximization.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/fuzzy-k-means-commandline.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/fuzzy-k-means-commandline.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/fuzzy-k-means-commandline.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/fuzzy-k-means.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/fuzzy-k-means.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/fuzzy-k-means.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/hierarchical-clustering.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/hierarchical-clustering.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/hierarchical-clustering.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/k-means-clustering.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/k-means-clustering.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/k-means-clustering.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/k-means-commandline.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/k-means-commandline.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/k-means-commandline.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/latent-dirichlet-allocation.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/latent-dirichlet-allocation.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/latent-dirichlet-allocation.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/lda-commandline.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/lda-commandline.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/lda-commandline.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/llr---log-likelihood-ratio.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/llr---log-likelihood-ratio.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/llr---log-likelihood-ratio.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/spectral-clustering.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/spectral-clustering.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/spectral-clustering.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/streaming-k-means.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/streaming-k-means.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/streaming-k-means.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/viewing-result.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/viewing-result.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/viewing-result.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/viewing-results.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/viewing-results.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/viewing-results.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/clustering/visualizing-sample-clusters.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/visualizing-sample-clusters.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/visualizing-sample-clusters.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/dim-reduction/dimensional-reduction.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/dim-reduction/dimensional-reduction.html (original)
+++ websites/staging/mahout/trunk/content/users/dim-reduction/dimensional-reduction.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/dim-reduction/ssvd.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/dim-reduction/ssvd.html (original)
+++ websites/staging/mahout/trunk/content/users/dim-reduction/ssvd.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/misc/mr---map-reduce.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/mr---map-reduce.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/mr---map-reduce.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/misc/parallel-frequent-pattern-mining.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/parallel-frequent-pattern-mining.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/parallel-frequent-pattern-mining.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/misc/perceptron-and-winnow.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/perceptron-and-winnow.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/perceptron-and-winnow.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/misc/testing.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/testing.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/testing.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/misc/using-mahout-with-python-via-jpype.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/using-mahout-with-python-via-jpype.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/using-mahout-with-python-via-jpype.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/recommender/intro-als-hadoop.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/intro-als-hadoop.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/intro-als-hadoop.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/recommender/intro-cooccurrence-spark.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/intro-cooccurrence-spark.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/intro-cooccurrence-spark.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/recommender/intro-itembased-hadoop.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/intro-itembased-hadoop.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/intro-itembased-hadoop.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/recommender/matrix-factorization.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/matrix-factorization.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/matrix-factorization.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/recommender/quickstart.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/quickstart.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/quickstart.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/recommender/recommender-documentation.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/recommender-documentation.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/recommender-documentation.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/recommender/recommender-first-timer-faq.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/recommender-first-timer-faq.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/recommender-first-timer-faq.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/recommender/userbased-5-minutes.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/userbased-5-minutes.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/userbased-5-minutes.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/sparkbindings/faq.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/sparkbindings/faq.html (original)
+++ websites/staging/mahout/trunk/content/users/sparkbindings/faq.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/sparkbindings/home.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/sparkbindings/home.html (original)
+++ websites/staging/mahout/trunk/content/users/sparkbindings/home.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>

Modified: websites/staging/mahout/trunk/content/users/sparkbindings/play-with-shell.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/sparkbindings/play-with-shell.html (original)
+++ websites/staging/mahout/trunk/content/users/sparkbindings/play-with-shell.html Fri Mar 27 23:01:23 2015
@@ -165,8 +165,9 @@
                </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
-                  <li class="nav-header">Matrix Decomposition</li>
+                  <li class="nav-header">Distributed Matrix Decomposition</li>
                   <li><a href="/users/algorithms/d-qr.html">Cholesky QR</a></li>
+                  <li><a href="/users/algorithms/d-ssvd.html">SSVD</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>