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From build...@apache.org
Subject svn commit: r900777 [1/3] - in /websites/staging/mahout/trunk/content: ./ developers/ general/ users/basics/ users/classification/ users/clustering/ users/dim-reduction/ users/recommender/ users/stuff/
Date Sun, 09 Mar 2014 21:03:07 GMT
Author: buildbot
Date: Sun Mar  9 21:03:06 2014
New Revision: 900777

Log:
Staging update by buildbot for mahout

Modified:
    websites/staging/mahout/trunk/content/   (props changed)
    websites/staging/mahout/trunk/content/developers/buildingmahout.html
    websites/staging/mahout/trunk/content/developers/developer-resources.html
    websites/staging/mahout/trunk/content/developers/gsoc.html
    websites/staging/mahout/trunk/content/developers/how-to-become-a-committer.html
    websites/staging/mahout/trunk/content/developers/how-to-contribute.html
    websites/staging/mahout/trunk/content/developers/how-to-release.html
    websites/staging/mahout/trunk/content/developers/how-to-update-the-website.html
    websites/staging/mahout/trunk/content/developers/issue-tracker.html
    websites/staging/mahout/trunk/content/developers/patch-check-list.html
    websites/staging/mahout/trunk/content/developers/thirdparty-dependencies.html
    websites/staging/mahout/trunk/content/developers/version-control.html
    websites/staging/mahout/trunk/content/general/books-tutorials-and-talks.html
    websites/staging/mahout/trunk/content/general/downloads.html
    websites/staging/mahout/trunk/content/general/faq.html
    websites/staging/mahout/trunk/content/general/glossary.html
    websites/staging/mahout/trunk/content/general/mahout-benchmarks.html
    websites/staging/mahout/trunk/content/general/mahout-wiki.html
    websites/staging/mahout/trunk/content/general/mailing-lists,-irc-and-archives.html
    websites/staging/mahout/trunk/content/general/powered-by-mahout.html
    websites/staging/mahout/trunk/content/general/privacy-policy.html
    websites/staging/mahout/trunk/content/general/professional-support.html
    websites/staging/mahout/trunk/content/general/reference-reading.html
    websites/staging/mahout/trunk/content/general/who-we-are.html
    websites/staging/mahout/trunk/content/index.html
    websites/staging/mahout/trunk/content/overview.html
    websites/staging/mahout/trunk/content/users/basics/algorithms.html
    websites/staging/mahout/trunk/content/users/basics/collections.html
    websites/staging/mahout/trunk/content/users/basics/collocations.html
    websites/staging/mahout/trunk/content/users/basics/creating-vectors-from-text.html
    websites/staging/mahout/trunk/content/users/basics/creating-vectors.html
    websites/staging/mahout/trunk/content/users/basics/dimensional-reduction.html
    websites/staging/mahout/trunk/content/users/basics/gaussian-discriminative-analysis.html
    websites/staging/mahout/trunk/content/users/basics/independent-component-analysis.html
    websites/staging/mahout/trunk/content/users/basics/mahout-collections.html
    websites/staging/mahout/trunk/content/users/basics/mahoutintegration.html
    websites/staging/mahout/trunk/content/users/basics/matrix-and-vector-needs.html
    websites/staging/mahout/trunk/content/users/basics/principal-components-analysis.html
    websites/staging/mahout/trunk/content/users/basics/quickstart.html
    websites/staging/mahout/trunk/content/users/basics/svd---singular-value-decomposition.html
    websites/staging/mahout/trunk/content/users/basics/system-requirements.html
    websites/staging/mahout/trunk/content/users/basics/tf-idf---term-frequency-inverse-document-frequency.html
    websites/staging/mahout/trunk/content/users/classification/bayesian-commandline.html
    websites/staging/mahout/trunk/content/users/classification/bayesian.html
    websites/staging/mahout/trunk/content/users/classification/breiman-example.html
    websites/staging/mahout/trunk/content/users/classification/class-discovery.html
    websites/staging/mahout/trunk/content/users/classification/classifyingyourdata.html
    websites/staging/mahout/trunk/content/users/classification/locally-weighted-linear-regression.html
    websites/staging/mahout/trunk/content/users/classification/logistic-regression.html
    websites/staging/mahout/trunk/content/users/classification/naivebayes.html
    websites/staging/mahout/trunk/content/users/classification/neural-network.html
    websites/staging/mahout/trunk/content/users/classification/random-forests.html
    websites/staging/mahout/trunk/content/users/classification/restricted-boltzmann-machines.html
    websites/staging/mahout/trunk/content/users/classification/support-vector-machines.html
    websites/staging/mahout/trunk/content/users/classification/wikipedia-bayes-example.html
    websites/staging/mahout/trunk/content/users/clustering/20newsgroups.html
    websites/staging/mahout/trunk/content/users/clustering/canopy-clustering.html
    websites/staging/mahout/trunk/content/users/clustering/canopy-commandline.html
    websites/staging/mahout/trunk/content/users/clustering/cluster-dumper.html
    websites/staging/mahout/trunk/content/users/clustering/clustering-of-synthetic-control-data.html
    websites/staging/mahout/trunk/content/users/clustering/clustering-seinfeld-episodes.html
    websites/staging/mahout/trunk/content/users/clustering/clusteringyourdata.html
    websites/staging/mahout/trunk/content/users/clustering/expectation-maximization.html
    websites/staging/mahout/trunk/content/users/clustering/fuzzy-k-means-commandline.html
    websites/staging/mahout/trunk/content/users/clustering/fuzzy-k-means.html
    websites/staging/mahout/trunk/content/users/clustering/hierarchical-clustering.html
    websites/staging/mahout/trunk/content/users/clustering/k-means-clustering.html
    websites/staging/mahout/trunk/content/users/clustering/k-means-commandline.html
    websites/staging/mahout/trunk/content/users/clustering/latent-dirichlet-allocation.html
    websites/staging/mahout/trunk/content/users/clustering/lda-commandline.html
    websites/staging/mahout/trunk/content/users/clustering/llr---log-likelihood-ratio.html
    websites/staging/mahout/trunk/content/users/clustering/spectral-clustering.html
    websites/staging/mahout/trunk/content/users/clustering/twenty-newsgroups.html
    websites/staging/mahout/trunk/content/users/clustering/viewing-result.html
    websites/staging/mahout/trunk/content/users/clustering/viewing-results.html
    websites/staging/mahout/trunk/content/users/clustering/visualizing-sample-clusters.html
    websites/staging/mahout/trunk/content/users/dim-reduction/ssvd.html
    websites/staging/mahout/trunk/content/users/recommender/quickstart.html
    websites/staging/mahout/trunk/content/users/recommender/recommender-documentation.html
    websites/staging/mahout/trunk/content/users/recommender/recommender-first-timer-faq.html
    websites/staging/mahout/trunk/content/users/recommender/userbased-5-minutes.html
    websites/staging/mahout/trunk/content/users/stuff/hidden-markov-models.html
    websites/staging/mahout/trunk/content/users/stuff/mr---map-reduce.html
    websites/staging/mahout/trunk/content/users/stuff/parallel-frequent-pattern-mining.html
    websites/staging/mahout/trunk/content/users/stuff/partial-implementation.html
    websites/staging/mahout/trunk/content/users/stuff/perceptron-and-winnow.html
    websites/staging/mahout/trunk/content/users/stuff/testing.html
    websites/staging/mahout/trunk/content/users/stuff/using-mahout-with-python-via-jpype.html

Propchange: websites/staging/mahout/trunk/content/
------------------------------------------------------------------------------
--- cms:source-revision (original)
+++ cms:source-revision Sun Mar  9 21:03:06 2014
@@ -1 +1 @@
-1575752
+1575765

Modified: websites/staging/mahout/trunk/content/developers/buildingmahout.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/buildingmahout.html (original)
+++ websites/staging/mahout/trunk/content/developers/buildingmahout.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/developers/developer-resources.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/developer-resources.html (original)
+++ websites/staging/mahout/trunk/content/developers/developer-resources.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/developers/gsoc.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/gsoc.html (original)
+++ websites/staging/mahout/trunk/content/developers/gsoc.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/developers/how-to-become-a-committer.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/how-to-become-a-committer.html (original)
+++ websites/staging/mahout/trunk/content/developers/how-to-become-a-committer.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/developers/how-to-contribute.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/how-to-contribute.html (original)
+++ websites/staging/mahout/trunk/content/developers/how-to-contribute.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/developers/how-to-release.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/how-to-release.html (original)
+++ websites/staging/mahout/trunk/content/developers/how-to-release.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/developers/how-to-update-the-website.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/how-to-update-the-website.html (original)
+++ websites/staging/mahout/trunk/content/developers/how-to-update-the-website.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/developers/issue-tracker.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/issue-tracker.html (original)
+++ websites/staging/mahout/trunk/content/developers/issue-tracker.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/developers/patch-check-list.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/patch-check-list.html (original)
+++ websites/staging/mahout/trunk/content/developers/patch-check-list.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/developers/thirdparty-dependencies.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/thirdparty-dependencies.html (original)
+++ websites/staging/mahout/trunk/content/developers/thirdparty-dependencies.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/developers/version-control.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/version-control.html (original)
+++ websites/staging/mahout/trunk/content/developers/version-control.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/general/books-tutorials-and-talks.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/books-tutorials-and-talks.html (original)
+++ websites/staging/mahout/trunk/content/general/books-tutorials-and-talks.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/general/downloads.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/downloads.html (original)
+++ websites/staging/mahout/trunk/content/general/downloads.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/general/faq.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/faq.html (original)
+++ websites/staging/mahout/trunk/content/general/faq.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/general/glossary.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/glossary.html (original)
+++ websites/staging/mahout/trunk/content/general/glossary.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/general/mahout-benchmarks.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/mahout-benchmarks.html (original)
+++ websites/staging/mahout/trunk/content/general/mahout-benchmarks.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/general/mahout-wiki.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/mahout-wiki.html (original)
+++ websites/staging/mahout/trunk/content/general/mahout-wiki.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/general/mailing-lists,-irc-and-archives.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/mailing-lists,-irc-and-archives.html (original)
+++ websites/staging/mahout/trunk/content/general/mailing-lists,-irc-and-archives.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/general/powered-by-mahout.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/powered-by-mahout.html (original)
+++ websites/staging/mahout/trunk/content/general/powered-by-mahout.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/general/privacy-policy.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/privacy-policy.html (original)
+++ websites/staging/mahout/trunk/content/general/privacy-policy.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/general/professional-support.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/professional-support.html (original)
+++ websites/staging/mahout/trunk/content/general/professional-support.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/general/reference-reading.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/reference-reading.html (original)
+++ websites/staging/mahout/trunk/content/general/reference-reading.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/general/who-we-are.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/who-we-are.html (original)
+++ websites/staging/mahout/trunk/content/general/who-we-are.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/index.html
==============================================================================
--- websites/staging/mahout/trunk/content/index.html (original)
+++ websites/staging/mahout/trunk/content/index.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/overview.html
==============================================================================
--- websites/staging/mahout/trunk/content/overview.html (original)
+++ websites/staging/mahout/trunk/content/overview.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/basics/algorithms.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/algorithms.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/algorithms.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/basics/collections.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/collections.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/collections.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/basics/collocations.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/collocations.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/collocations.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/basics/creating-vectors-from-text.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/creating-vectors-from-text.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/creating-vectors-from-text.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/basics/creating-vectors.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/creating-vectors.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/creating-vectors.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/basics/dimensional-reduction.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/dimensional-reduction.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/dimensional-reduction.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/basics/gaussian-discriminative-analysis.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/gaussian-discriminative-analysis.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/gaussian-discriminative-analysis.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/basics/independent-component-analysis.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/independent-component-analysis.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/independent-component-analysis.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/basics/mahout-collections.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/mahout-collections.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/mahout-collections.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/basics/mahoutintegration.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/mahoutintegration.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/mahoutintegration.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/basics/matrix-and-vector-needs.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/matrix-and-vector-needs.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/matrix-and-vector-needs.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/basics/principal-components-analysis.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/principal-components-analysis.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/principal-components-analysis.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/basics/quickstart.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/quickstart.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/quickstart.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/basics/svd---singular-value-decomposition.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/svd---singular-value-decomposition.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/svd---singular-value-decomposition.html Sun Mar  9 21:03:06 2014
@@ -114,18 +114,13 @@
                   <li><a href="/users/basics/algorithms.html">List of algorithms</a>
                   <li><a href="/users/basics/quickstart.html">Quickstart</a>
                   <li class="divider"></li>
-                  <li class="nav-header">Collections</li>
-                  <li><a href="/users/basics/mahout-collections.html">Mahout collections</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Creating vectors</li>
-                  <li><a href="/users/basics/creating-vectors.html">General vector creation</a>
+                  <li class="nav-header">Working with text</li>
                   <li><a href="/users/basics/creating-vectors-from-text.html">Creating vectors from text</a>
-                  <li class="divider"></li>
-                  <li class="nav-header">Other</li>
                   <li><a href="/users/basics/collocations.html">Collocations</a>
-                  <li><a href="/users/basics/dimensional-reduction.html">Dimensional reduction</a>
-                  <li><a href="/users/basics/principal-components-analysis.html">Principal components analysis</a>
-                   <li><a href="/users/basics/svd---singular-value-decomposition.html">SVD</a>
+                  <li class="divider"></li>
+                  <li class="nav-header">Dimensionality reduction</li>
+                  <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
+                  <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>



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