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Posted to commits@mahout.apache.org by bu...@apache.org on 2015/03/20 04:46:12 UTC
svn commit: r944406 [10/17] - in /websites/staging/mahout/trunk/content: ./
developers/ general/ users/algorithms/ users/basics/ users/classification/
users/clustering/ users/dim-reduction/ users/mapreduce/classification/
users/mapreduce/clustering/ us...
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 20 03:46:10 2015
@@ -155,61 +155,63 @@
<li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Spark<b class="caret"></b></a>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
<ul class="dropdown-menu">
<li><a href="/users/sparkbindings/home.html">Scala & Spark Bindings Overview</a></li>
- <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
- <li><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
- <li class="divider"></li>
+ <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
+ <li class="divider"></li>
<li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
+ <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><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
+ <li class="nav-header">Classification</li>
+ <li><a href="/users/algorithms/spark-naive-bayes.html">Spark Naive Bayes</a></li>
+ </ul>
+ </li>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
<ul class="dropdown-menu">
+ <li class="nav-header">Classification</li>
<li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
<li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
<li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
<li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
-
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
+ <li class="nav-header">Classification Examples</li>
<li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
<li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Clustering<b class="caret"></b></a>
- <ul class="dropdown-menu">
- <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
- <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
- <li class="divider"></li>
- <li class="nav-header">Commandline usage</li>
- <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
- <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
- <li class="divider"></li>
- <li class="nav-header">Post processing</li>
- <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
- <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+ <li class="nav-header">Clustering</li>
+ <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
+ <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+ <li class="nav-header">Clustering Commandline usage</li>
+ <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+ <li class="nav-header">Clustering Examples</li>
+ <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+ <li class="nav-header">Cluster Post processing</li>
+ <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
+ <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+ <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+ <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+ </ul>
+ </li>
+ <!-- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
<ul class="dropdown-menu">
- <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
- <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
- <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
- <li class="divider"></li>
- <li class="nav-header">Hadoop</li>
- <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
- <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
- <li class="nav-header">Spark</li>
- <li><a href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
- </ul>
+
+ </ul> -->
</li>
</ul>
</div><!--/.nav-collapse -->
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 20 03:46:10 2015
@@ -155,61 +155,63 @@
<li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Spark<b class="caret"></b></a>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
<ul class="dropdown-menu">
<li><a href="/users/sparkbindings/home.html">Scala & Spark Bindings Overview</a></li>
- <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
- <li><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
- <li class="divider"></li>
+ <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
+ <li class="divider"></li>
<li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
+ <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><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
+ <li class="nav-header">Classification</li>
+ <li><a href="/users/algorithms/spark-naive-bayes.html">Spark Naive Bayes</a></li>
+ </ul>
+ </li>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
<ul class="dropdown-menu">
+ <li class="nav-header">Classification</li>
<li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
<li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
<li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
<li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
-
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
+ <li class="nav-header">Classification Examples</li>
<li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
<li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Clustering<b class="caret"></b></a>
- <ul class="dropdown-menu">
- <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
- <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
- <li class="divider"></li>
- <li class="nav-header">Commandline usage</li>
- <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
- <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
- <li class="divider"></li>
- <li class="nav-header">Post processing</li>
- <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
- <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+ <li class="nav-header">Clustering</li>
+ <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
+ <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+ <li class="nav-header">Clustering Commandline usage</li>
+ <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+ <li class="nav-header">Clustering Examples</li>
+ <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+ <li class="nav-header">Cluster Post processing</li>
+ <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
+ <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+ <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+ <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+ </ul>
+ </li>
+ <!-- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
<ul class="dropdown-menu">
- <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
- <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
- <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
- <li class="divider"></li>
- <li class="nav-header">Hadoop</li>
- <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
- <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
- <li class="nav-header">Spark</li>
- <li><a href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
- </ul>
+
+ </ul> -->
</li>
</ul>
</div><!--/.nav-collapse -->
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 20 03:46:10 2015
@@ -155,61 +155,63 @@
<li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Spark<b class="caret"></b></a>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
<ul class="dropdown-menu">
<li><a href="/users/sparkbindings/home.html">Scala & Spark Bindings Overview</a></li>
- <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
- <li><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
- <li class="divider"></li>
+ <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
+ <li class="divider"></li>
<li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
+ <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><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
+ <li class="nav-header">Classification</li>
+ <li><a href="/users/algorithms/spark-naive-bayes.html">Spark Naive Bayes</a></li>
+ </ul>
+ </li>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
<ul class="dropdown-menu">
+ <li class="nav-header">Classification</li>
<li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
<li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
<li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
<li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
-
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
+ <li class="nav-header">Classification Examples</li>
<li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
<li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Clustering<b class="caret"></b></a>
- <ul class="dropdown-menu">
- <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
- <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
- <li class="divider"></li>
- <li class="nav-header">Commandline usage</li>
- <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
- <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
- <li class="divider"></li>
- <li class="nav-header">Post processing</li>
- <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
- <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+ <li class="nav-header">Clustering</li>
+ <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
+ <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+ <li class="nav-header">Clustering Commandline usage</li>
+ <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+ <li class="nav-header">Clustering Examples</li>
+ <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+ <li class="nav-header">Cluster Post processing</li>
+ <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
+ <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+ <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+ <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+ </ul>
+ </li>
+ <!-- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
<ul class="dropdown-menu">
- <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
- <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
- <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
- <li class="divider"></li>
- <li class="nav-header">Hadoop</li>
- <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
- <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
- <li class="nav-header">Spark</li>
- <li><a href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
- </ul>
+
+ </ul> -->
</li>
</ul>
</div><!--/.nav-collapse -->
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 20 03:46:10 2015
@@ -155,61 +155,63 @@
<li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Spark<b class="caret"></b></a>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
<ul class="dropdown-menu">
<li><a href="/users/sparkbindings/home.html">Scala & Spark Bindings Overview</a></li>
- <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
- <li><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
- <li class="divider"></li>
+ <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
+ <li class="divider"></li>
<li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
+ <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><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
+ <li class="nav-header">Classification</li>
+ <li><a href="/users/algorithms/spark-naive-bayes.html">Spark Naive Bayes</a></li>
+ </ul>
+ </li>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
<ul class="dropdown-menu">
+ <li class="nav-header">Classification</li>
<li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
<li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
<li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
<li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
-
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
+ <li class="nav-header">Classification Examples</li>
<li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
<li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Clustering<b class="caret"></b></a>
- <ul class="dropdown-menu">
- <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
- <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
- <li class="divider"></li>
- <li class="nav-header">Commandline usage</li>
- <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
- <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
- <li class="divider"></li>
- <li class="nav-header">Post processing</li>
- <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
- <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+ <li class="nav-header">Clustering</li>
+ <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
+ <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+ <li class="nav-header">Clustering Commandline usage</li>
+ <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+ <li class="nav-header">Clustering Examples</li>
+ <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+ <li class="nav-header">Cluster Post processing</li>
+ <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
+ <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+ <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+ <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+ </ul>
+ </li>
+ <!-- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
<ul class="dropdown-menu">
- <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
- <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
- <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
- <li class="divider"></li>
- <li class="nav-header">Hadoop</li>
- <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
- <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
- <li class="nav-header">Spark</li>
- <li><a href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
- </ul>
+
+ </ul> -->
</li>
</ul>
</div><!--/.nav-collapse -->
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 20 03:46:10 2015
@@ -155,61 +155,63 @@
<li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Spark<b class="caret"></b></a>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
<ul class="dropdown-menu">
<li><a href="/users/sparkbindings/home.html">Scala & Spark Bindings Overview</a></li>
- <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
- <li><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
- <li class="divider"></li>
+ <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
+ <li class="divider"></li>
<li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
+ <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><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
+ <li class="nav-header">Classification</li>
+ <li><a href="/users/algorithms/spark-naive-bayes.html">Spark Naive Bayes</a></li>
+ </ul>
+ </li>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
<ul class="dropdown-menu">
+ <li class="nav-header">Classification</li>
<li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
<li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
<li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
<li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
-
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
+ <li class="nav-header">Classification Examples</li>
<li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
<li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Clustering<b class="caret"></b></a>
- <ul class="dropdown-menu">
- <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
- <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
- <li class="divider"></li>
- <li class="nav-header">Commandline usage</li>
- <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
- <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
- <li class="divider"></li>
- <li class="nav-header">Post processing</li>
- <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
- <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+ <li class="nav-header">Clustering</li>
+ <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
+ <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+ <li class="nav-header">Clustering Commandline usage</li>
+ <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+ <li class="nav-header">Clustering Examples</li>
+ <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+ <li class="nav-header">Cluster Post processing</li>
+ <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
+ <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+ <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+ <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+ </ul>
+ </li>
+ <!-- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
<ul class="dropdown-menu">
- <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
- <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
- <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
- <li class="divider"></li>
- <li class="nav-header">Hadoop</li>
- <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
- <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
- <li class="nav-header">Spark</li>
- <li><a href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
- </ul>
+
+ </ul> -->
</li>
</ul>
</div><!--/.nav-collapse -->
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 20 03:46:10 2015
@@ -155,61 +155,63 @@
<li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Spark<b class="caret"></b></a>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
<ul class="dropdown-menu">
<li><a href="/users/sparkbindings/home.html">Scala & Spark Bindings Overview</a></li>
- <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
- <li><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
- <li class="divider"></li>
+ <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
+ <li class="divider"></li>
<li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
+ <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><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
+ <li class="nav-header">Classification</li>
+ <li><a href="/users/algorithms/spark-naive-bayes.html">Spark Naive Bayes</a></li>
+ </ul>
+ </li>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
<ul class="dropdown-menu">
+ <li class="nav-header">Classification</li>
<li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
<li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
<li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
<li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
-
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
+ <li class="nav-header">Classification Examples</li>
<li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
<li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Clustering<b class="caret"></b></a>
- <ul class="dropdown-menu">
- <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
- <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
- <li class="divider"></li>
- <li class="nav-header">Commandline usage</li>
- <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
- <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
- <li class="divider"></li>
- <li class="nav-header">Post processing</li>
- <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
- <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+ <li class="nav-header">Clustering</li>
+ <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
+ <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+ <li class="nav-header">Clustering Commandline usage</li>
+ <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+ <li class="nav-header">Clustering Examples</li>
+ <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+ <li class="nav-header">Cluster Post processing</li>
+ <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
+ <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+ <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+ <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+ </ul>
+ </li>
+ <!-- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
<ul class="dropdown-menu">
- <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
- <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
- <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
- <li class="divider"></li>
- <li class="nav-header">Hadoop</li>
- <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
- <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
- <li class="nav-header">Spark</li>
- <li><a href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
- </ul>
+
+ </ul> -->
</li>
</ul>
</div><!--/.nav-collapse -->
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 20 03:46:10 2015
@@ -155,61 +155,63 @@
<li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Spark<b class="caret"></b></a>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
<ul class="dropdown-menu">
<li><a href="/users/sparkbindings/home.html">Scala & Spark Bindings Overview</a></li>
- <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
- <li><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
- <li class="divider"></li>
+ <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
+ <li class="divider"></li>
<li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
+ <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><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
+ <li class="nav-header">Classification</li>
+ <li><a href="/users/algorithms/spark-naive-bayes.html">Spark Naive Bayes</a></li>
+ </ul>
+ </li>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
<ul class="dropdown-menu">
+ <li class="nav-header">Classification</li>
<li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
<li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
<li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
<li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
-
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
+ <li class="nav-header">Classification Examples</li>
<li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
<li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Clustering<b class="caret"></b></a>
- <ul class="dropdown-menu">
- <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
- <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
- <li class="divider"></li>
- <li class="nav-header">Commandline usage</li>
- <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
- <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
- <li class="divider"></li>
- <li class="nav-header">Post processing</li>
- <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
- <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+ <li class="nav-header">Clustering</li>
+ <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
+ <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+ <li class="nav-header">Clustering Commandline usage</li>
+ <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+ <li class="nav-header">Clustering Examples</li>
+ <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+ <li class="nav-header">Cluster Post processing</li>
+ <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
+ <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+ <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+ <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+ </ul>
+ </li>
+ <!-- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
<ul class="dropdown-menu">
- <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
- <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
- <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
- <li class="divider"></li>
- <li class="nav-header">Hadoop</li>
- <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
- <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
- <li class="nav-header">Spark</li>
- <li><a href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
- </ul>
+
+ </ul> -->
</li>
</ul>
</div><!--/.nav-collapse -->
Modified: websites/staging/mahout/trunk/content/users/mapreduce/classification/bankmarketing-example.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/mapreduce/classification/bankmarketing-example.html (original)
+++ websites/staging/mahout/trunk/content/users/mapreduce/classification/bankmarketing-example.html Fri Mar 20 03:46:10 2015
@@ -155,61 +155,63 @@
<li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Spark<b class="caret"></b></a>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
<ul class="dropdown-menu">
<li><a href="/users/sparkbindings/home.html">Scala & Spark Bindings Overview</a></li>
- <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
- <li><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
- <li class="divider"></li>
+ <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
+ <li class="divider"></li>
<li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
+ <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><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
+ <li class="nav-header">Classification</li>
+ <li><a href="/users/algorithms/spark-naive-bayes.html">Spark Naive Bayes</a></li>
+ </ul>
+ </li>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
<ul class="dropdown-menu">
+ <li class="nav-header">Classification</li>
<li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
<li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
<li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
<li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
-
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
+ <li class="nav-header">Classification Examples</li>
<li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
<li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Clustering<b class="caret"></b></a>
- <ul class="dropdown-menu">
- <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
- <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
- <li class="divider"></li>
- <li class="nav-header">Commandline usage</li>
- <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
- <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
- <li class="divider"></li>
- <li class="nav-header">Post processing</li>
- <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
- <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+ <li class="nav-header">Clustering</li>
+ <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
+ <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+ <li class="nav-header">Clustering Commandline usage</li>
+ <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+ <li class="nav-header">Clustering Examples</li>
+ <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+ <li class="nav-header">Cluster Post processing</li>
+ <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
+ <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+ <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+ <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+ </ul>
+ </li>
+ <!-- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
<ul class="dropdown-menu">
- <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
- <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
- <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
- <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
- <li class="divider"></li>
- <li class="nav-header">Hadoop</li>
- <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
- <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
- <li class="nav-header">Spark</li>
- <li><a href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
- </ul>
+
+ </ul> -->
</li>
</ul>
</div><!--/.nav-collapse -->
Modified: websites/staging/mahout/trunk/content/users/mapreduce/classification/bayesian-commandline.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/mapreduce/classification/bayesian-commandline.html (original)
+++ websites/staging/mahout/trunk/content/users/mapreduce/classification/bayesian-commandline.html Fri Mar 20 03:46:10 2015
@@ -155,61 +155,63 @@
<li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Spark<b class="caret"></b></a>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
<ul class="dropdown-menu">
<li><a href="/users/sparkbindings/home.html">Scala & Spark Bindings Overview</a></li>
- <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
- <li><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
- <li class="divider"></li>
+ <li><a href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark Shell</a></li>
+ <li class="divider"></li>
<li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
</ul>
</li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
+ <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><a href="/users/algorithms/d-qr.html">Distributed QR</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/algorithms/intro-cooccurrence-spark.html">Intro to cooccurrence-based<br/> recommendations with Spark</a></li>
+ <li class="nav-header">Classification</li>
+ <li><a href="/users/algorithms/spark-naive-bayes.html">Spark Naive Bayes</a></li>
+ </ul>
+ </li>
+ <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
<ul class="dropdown-menu">
+ <li class="nav-header">Classification</li>
<li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
<li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
<li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
<li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
-
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
+ <li class="nav-header">Classification Examples</li>
<li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
<li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Clustering<b class="caret"></b></a>
- <ul class="dropdown-menu">
- <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
- <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
- <li class="divider"></li>
- <li class="nav-header">Commandline usage</li>
- <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
- <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
- <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
- <li class="divider"></li>
- <li class="nav-header">Examples</li>
- <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
- <li class="divider"></li>
- <li class="nav-header">Post processing</li>
- <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
- <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
- </ul></li>
- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+ <li class="nav-header">Clustering</li>
+ <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
+ <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+ <li class="nav-header">Clustering Commandline usage</li>
+ <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
+ <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
+ <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+ <li class="nav-header">Clustering Examples</li>
+ <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+ <li class="nav-header">Cluster Post processing</li>
+ <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
+ <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+ <li class="nav-header">Recommendations</li>
+ <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+ <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+ <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+ <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+ <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+ </ul>
+ </li>
+ <!-- <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>
<ul class="dropdown-menu">
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- <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
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+ </ul> -->
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