Repository: mahout
Updated Branches:
  refs/heads/website bd360a2b3 -> a84294211


WEBSITE refactored Mr and regular navbars into one


Project: http://git-wip-us.apache.org/repos/asf/mahout/repo
Commit: http://git-wip-us.apache.org/repos/asf/mahout/commit/a8429421
Tree: http://git-wip-us.apache.org/repos/asf/mahout/tree/a8429421
Diff: http://git-wip-us.apache.org/repos/asf/mahout/diff/a8429421

Branch: refs/heads/website
Commit: a84294211d9f426e7bc8709f6f876ce23b21ba6d
Parents: bd360a2
Author: rawkintrevo <[email protected]>
Authored: Wed May 3 13:22:58 2017 -0500
Committer: rawkintrevo <[email protected]>
Committed: Wed May 3 13:22:58 2017 -0500

----------------------------------------------------------------------
 website/docs/_includes/algo_navbar.html         | 40 +++++++++++++++++++
 website/docs/_includes/mr_algo_navbar.html      | 42 --------------------
 website/docs/_includes/mr_tutorial_navbar.html  | 38 ------------------
 website/docs/_includes/navbar.html              |  6 +--
 website/docs/_includes/tutorial_navbar.html     | 36 +++++++++++++++++
 website/docs/_layouts/mr_algorithm.html         |  7 ----
 website/docs/_layouts/mr_tutorial.html          |  7 ----
 .../map-reduce/classification/bayesian.md       |  2 +-
 .../classification/class-discovery.md           |  2 +-
 .../classification/classifyingyourdata.md       |  2 +-
 .../map-reduce/classification/collocations.md   |  2 +-
 .../gaussian-discriminative-analysis.md         |  2 +-
 .../classification/hidden-markov-models.md      |  2 +-
 .../independent-component-analysis.md           |  2 +-
 .../locally-weighted-linear-regression.md       |  2 +-
 .../classification/logistic-regression.md       |  2 +-
 .../classification/mahout-collections.md        |  2 +-
 .../algorithms/map-reduce/classification/mlp.md |  2 +-
 .../map-reduce/classification/naivebayes.md     |  2 +-
 .../map-reduce/classification/neural-network.md |  2 +-
 .../classification/partial-implementation.md    |  2 +-
 .../map-reduce/classification/random-forests.md |  2 +-
 .../restricted-boltzmann-machines.md            |  2 +-
 .../classification/support-vector-machines.md   |  2 +-
 .../map-reduce/clustering/canopy-clustering.md  |  2 +-
 .../map-reduce/clustering/cluster-dumper.md     |  2 +-
 .../clustering/expectation-maximization.md      |  2 +-
 .../map-reduce/clustering/fuzzy-k-means.md      |  2 +-
 .../clustering/hierarchical-clustering.md       |  2 +-
 .../map-reduce/clustering/k-means-clustering.md |  2 +-
 .../clustering/latent-dirichlet-allocation.md   |  2 +-
 .../clustering/llr---log-likelihood-ratio.md    |  2 +-
 .../clustering/spectral-clustering.md           |  2 +-
 .../map-reduce/clustering/streaming-k-means.md  |  2 +-
 website/docs/algorithms/map-reduce/index.md     |  2 +-
 website/docs/algorithms/preprocessors/index.md  | 10 +++++
 .../classification/bankmarketing-example.md     |  2 +-
 .../classification/breiman-example.md           |  2 +-
 .../classification/twenty-newsgroups.md         |  2 +-
 .../wikipedia-classifier-example.md             |  2 +-
 .../map-reduce/clustering/20newsgroups.md       |  2 +-
 .../map-reduce/clustering/canopy-commandline.md |  2 +-
 .../clustering-of-synthetic-control-data.md     |  2 +-
 .../clustering/clustering-seinfeld-episodes.md  |  2 +-
 .../map-reduce/clustering/clusteringyourdata.md |  2 +-
 .../clustering/fuzzy-k-means-commandline.md     |  2 +-
 .../clustering/k-means-commandline.md           |  2 +-
 .../map-reduce/clustering/lda-commandline.md    |  2 +-
 .../map-reduce/clustering/viewing-result.md     |  2 +-
 .../map-reduce/clustering/viewing-results.md    |  2 +-
 .../clustering/visualizing-sample-clusters.md   |  2 +-
 website/docs/tutorials/map-reduce/index.md      |  2 +-
 52 files changed, 133 insertions(+), 141 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/_includes/algo_navbar.html
----------------------------------------------------------------------
diff --git a/website/docs/_includes/algo_navbar.html 
b/website/docs/_includes/algo_navbar.html
index a3fa76b..40a2861 100644
--- a/website/docs/_includes/algo_navbar.html
+++ b/website/docs/_includes/algo_navbar.html
@@ -40,4 +40,44 @@
             </ul>
         </div>
     </div>
+    <span><b>Map Reduce Algorithms</b> (deprecated)</span>
+    <div class="list-group panel">
+        <a href="#classification" class="list-group-item 
list-group-item-success" data-toggle="collapse" 
data-parent="#AlgoMenu"><b>Classification</b><i class="fa 
fa-caret-down"></i></a>
+        <div class="collapse" id="classification">
+            <ul class="nav sidebar-nav">
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/bayesian.html">Bayesian</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/class-discovery.html">Class 
Discovery</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/classifyingyourdata.html">Classifying 
Your Data</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/collocations.html">Collocation</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/gaussian-discriminative-analysis.html">Gaussian
 Discriminative Analysis</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/hidden-markov-models.html">Hidden 
Markov Models</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/independent-component-analysis.html">Independent
 Component Analysis</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/locally-weighted-linear-regression.html">Locally
 Weighted Linear Regression</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/logistic-regression.html">Logistic 
Regression</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/mahout-collections.html">Mahout 
Collections</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/mlp.html">Multilayer Perceptron</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/naivebayes.html">Naive Bayes</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/neural-network.html">Neural 
Networks</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/partial-implementation.html">Partial 
Implementation</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/random-forrests.html">Random 
Forrests</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/restricted-boltzman-machines.html">Restricted
 Boltzman Machines</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/support-vector-machines.html">Support 
Vector Machines</a></li>
+            </ul>
+        </div>
+        <a href="#clustering" class="list-group-item list-group-item-success" 
data-toggle="collapse" data-parent="#AlgoMenu"><b>Clustering</b><i class="fa 
fa-caret-down"></i></a>
+        <div class="collapse" id="clustering">
+            <ul class="nav sidebar-nav">
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/canopy-clustering.html">Canopy 
Clustering</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/cluster-dumper.html">Cluster Dumper</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/expectation-maximization.html">Expectation 
Maximization</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/fuzzy-k-means.html">Fuzzy K-Means</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/hierarchical-clustering.html">Hierarchical 
Clustering</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/k-means-clustering.html">K-Means 
Clustering</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/latent-dirichlet-allocation.html">Latent 
Dirichlet Allocation</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/llr---log-likelihood-ratio.html">Log 
Likelihood Ratio</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/streaming-k-means.html">Streaming 
K-Means</a></li>
+            </ul>
+        </div>
+    </div>
 </div>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/_includes/mr_algo_navbar.html
----------------------------------------------------------------------
diff --git a/website/docs/_includes/mr_algo_navbar.html 
b/website/docs/_includes/mr_algo_navbar.html
deleted file mode 100644
index 48c0502..0000000
--- a/website/docs/_includes/mr_algo_navbar.html
+++ /dev/null
@@ -1,42 +0,0 @@
-<div id="MrAlgoMenu">
-    <span><b>Map Reduce Algorithms</b> (deprecated)</span>
-    <div class="list-group panel">
-        <a href="#classification" class="list-group-item 
list-group-item-success" data-toggle="collapse" 
data-parent="#MrAlgoMenu"><b>Classification</b><i class="fa 
fa-caret-down"></i></a>
-        <div class="collapse" id="classification">
-            <ul class="nav sidebar-nav">
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/bayesian.html">Bayesian</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/class-discovery.html">Class 
Discovery</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/classifyingyourdata.html">Classifying 
Your Data</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/collocations.html">Collocation</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/gaussian-discriminative-analysis.html">Gaussian
 Discriminative Analysis</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/hidden-markov-models.html">Hidden 
Markov Models</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/independent-component-analysis.html">Independent
 Component Analysis</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/locally-weighted-linear-regression.html">Locally
 Weighted Linear Regression</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/logistic-regression.html">Logistic 
Regression</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/mahout-collections.html">Mahout 
Collections</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/mlp.html">Multilayer Perceptron</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/naivebayes.html">Naive Bayes</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/neural-network.html">Neural 
Networks</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/partial-implementation.html">Partial 
Implementation</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/random-forrests.html">Random 
Forrests</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/restricted-boltzman-machines.html">Restricted
 Boltzman Machines</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/classification/support-vector-machines.html">Support 
Vector Machines</a></li>
-            </ul>
-        </div>
-        <a href="#clustering" class="list-group-item list-group-item-success" 
data-toggle="collapse" data-parent="#MrAlgoMenu"><b>Clustering</b><i class="fa 
fa-caret-down"></i></a>
-        <div class="collapse" id="clustering">
-            <ul class="nav sidebar-nav">
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/canopy-clustering.html">Canopy 
Clustering</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/cluster-dumper.html">Cluster Dumper</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/expectation-maximization.html">Expectation 
Maximization</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/fuzzy-k-means.html">Fuzzy K-Means</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/hierarchical-clustering.html">Hierarchical 
Clustering</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/k-means-clustering.html">K-Means 
Clustering</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/latent-dirichlet-allocation.html">Latent 
Dirichlet Allocation</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/llr---log-likelihood-ratio.html">Log 
Likelihood Ratio</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/algorithms/map-reduce/clustering/streaming-k-means.html">Streaming 
K-Means</a></li>
-            </ul>
-        </div>
-    </div>
-</div>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/_includes/mr_tutorial_navbar.html
----------------------------------------------------------------------
diff --git a/website/docs/_includes/mr_tutorial_navbar.html 
b/website/docs/_includes/mr_tutorial_navbar.html
deleted file mode 100644
index cd268f5..0000000
--- a/website/docs/_includes/mr_tutorial_navbar.html
+++ /dev/null
@@ -1,38 +0,0 @@
-<div id="MrTutorialMenu">
-    <span><b>Map Reduce Tutorials</b> (deprecated)</span>
-    <div class="list-group panel">
-        <a href="#classification" class="list-group-item 
list-group-item-success" data-toggle="collapse" 
data-parent="#MrTutorialMenu"><b>Classification</b><i class="fa 
fa-caret-down"></i></a>
-        <div class="collapse" id="classification">
-            <ul class="nav sidebar-nav">
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/classification/bankmarketing-example.html">Bank 
Marketing Example</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/classification/breiman-example.html">Breiman 
Example</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/classification/twenty-newsgroups.html">Twenty 
Newsgroups Example</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/classification/wikipedia-classifier-example.html">Wikipedia
 Classifier Example</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/classification/parallel-frequent-pattern-mining.html">Parallel
 Frequent Pattern Mining</a></li>
-            </ul>
-        </div>
-        <a href="#clustering" class="list-group-item list-group-item-success" 
data-toggle="collapse" data-parent="#MrTutorialMenu"><b>Clustering</b><i 
class="fa fa-caret-down"></i></a>
-        <div class="collapse" id="clustering">
-            <ul class="nav sidebar-nav">
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/20newsgroups.html">Twenty Newsgroups 
Example</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/canopy-commandline.html">Canopy Clustering 
from the Commandline</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.html">Clustering
 of Synthetic Control Data</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.html">Clustering
 of Seinfeld Episodes</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/clusteringyourdata.html">Clustering Your 
Data</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.html">Fuzzy 
K-Means from the Commandline</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/k-means-commandline.html">K-Means from the 
Commandline</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/lda-commandline.html">LDA from the 
Commandline</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/viewing-results.html">Viewing 
Results</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/visualizing-sample-clusters.html">Visualizing
 Sample Clusters</a></li>
-            </ul>
-        </div>
-        <a href="#misc" class="list-group-item list-group-item-success" 
data-toggle="collapse" data-parent="#MrTutorialMenu"><b>Miscelaneous</b><i 
class="fa fa-caret-down"></i></a>
-        <div class="collapse" id="misc">
-            <ul class="nav sidebar-nav">
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/misc/mr---map-reduce.html">MR Map-Reduce</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/misc/parallel-frequent-pattern-mining.html">Parallel 
Frequent Pattern Mining</a></li>
-                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/misc/using-mahout-with-python-via-jpype.html">Using 
Mahout (Map Reduce) with Python via Jpype</a></li>
-            </ul>
-        </div>
-    </div>
-</div>
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/_includes/navbar.html
----------------------------------------------------------------------
diff --git a/website/docs/_includes/navbar.html 
b/website/docs/_includes/navbar.html
index 62330af..695cef3 100644
--- a/website/docs/_includes/navbar.html
+++ b/website/docs/_includes/navbar.html
@@ -32,16 +32,15 @@
         <li id="dropdown">
             <a href="#" class="dropdown-toggle" data-toggle="dropdown" 
role="button" aria-haspopup="true" aria-expanded="false">Tutorials<span 
class="caret"></span></a>
             <ul class="dropdown-menu">
-                <li role="separator" class="divider"></li>
                 <li><span>&nbsp;&nbsp;<b>Reccomenders</b><span></li>
                 <li><a href="{{ BASE_PATH }}/tutorials/cco-lastfm">CCO Example 
with Last.FM Data</a></li>
                 <li><a href="{{ BASE_PATH 
}}/tutorials/intro-cooccurrence-spark">Introduction to Cooccurrence in 
Spark</a></li>
+                <li role="separator" class="divider"></li>
                 <li><span>&nbsp;&nbsp;<b>Mahout Samsara</b><span></li>
                 <li><a href="{{ 
BASE_PATH}}/tutorials/samsara/play-with-shell.html">Playing with Samsara in 
Spark Shell</a></li>
                 <li><a href="{{ 
BASE_PATH}}/tutorials/samsara/playing-with-samsara-flink-batch.html">Playing 
with Samsara in Flink Batch</a></li>
                 <li><a href="{{ 
BASE_PATH}}/tutorials/samsara/classify-a-doc-from-the-shell.html">Text 
Classification (Shell)</a></li>
                 <li><a href="{{ 
BASE_PATH}}/tutorials/samsara/spark-naive-bayes.html">Spark Naive Bayes</a></li>
-
                 <li role="separator" class="divider"></li>
                 <li><span>&nbsp;&nbsp;<b>Misc</b><span></li>
                 <li><a href="{{ BASE_PATH 
}}/tutorials/misc/mahout-in-zeppelin">Mahout in Apache Zeppelin</a></li>
@@ -51,7 +50,8 @@
                 <li><a href="/docs/0.13.1-SNAPSHOT">Implementing a New 
Distributed Backend</a></li>
                 <li><a href="/docs/0.13.1-SNAPSHOT">Implementing a New Native 
Solver</a></li>
                 <li role="separator" class="divider"></li>
-                <li><span>&nbsp;&nbsp;<a href="{{ 
BASE_PATH}}/tutorials/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                <li><span>&nbsp;&nbsp;<b>Deprecated</b><span></li>
+                <li><a href="{{ 
BASE_PATH}}/tutorials/map-reduce">MapReduce</a></li>
             </ul>
         </li>
 

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/_includes/tutorial_navbar.html
----------------------------------------------------------------------
diff --git a/website/docs/_includes/tutorial_navbar.html 
b/website/docs/_includes/tutorial_navbar.html
index 214e85e..f7dd2b9 100644
--- a/website/docs/_includes/tutorial_navbar.html
+++ b/website/docs/_includes/tutorial_navbar.html
@@ -22,4 +22,40 @@
             </ul>
         </div>
     </div>
+    <span><b>Map Reduce Tutorials</b> (deprecated)</span>
+    <div class="list-group panel">
+        <a href="#classification" class="list-group-item 
list-group-item-success" data-toggle="collapse" 
data-parent="#MrTutorialMenu"><b>Classification</b><i class="fa 
fa-caret-down"></i></a>
+        <div class="collapse" id="classification">
+            <ul class="nav sidebar-nav">
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/classification/bankmarketing-example.html">Bank 
Marketing Example</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/classification/breiman-example.html">Breiman 
Example</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/classification/twenty-newsgroups.html">Twenty 
Newsgroups Example</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/classification/wikipedia-classifier-example.html">Wikipedia
 Classifier Example</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/classification/parallel-frequent-pattern-mining.html">Parallel
 Frequent Pattern Mining</a></li>
+            </ul>
+        </div>
+        <a href="#clustering" class="list-group-item list-group-item-success" 
data-toggle="collapse" data-parent="#MrTutorialMenu"><b>Clustering</b><i 
class="fa fa-caret-down"></i></a>
+        <div class="collapse" id="clustering">
+            <ul class="nav sidebar-nav">
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/20newsgroups.html">Twenty Newsgroups 
Example</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/canopy-commandline.html">Canopy Clustering 
from the Commandline</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.html">Clustering
 of Synthetic Control Data</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.html">Clustering
 of Seinfeld Episodes</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/clusteringyourdata.html">Clustering Your 
Data</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.html">Fuzzy 
K-Means from the Commandline</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/k-means-commandline.html">K-Means from the 
Commandline</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/lda-commandline.html">LDA from the 
Commandline</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/viewing-results.html">Viewing 
Results</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/clustering/visualizing-sample-clusters.html">Visualizing
 Sample Clusters</a></li>
+            </ul>
+        </div>
+        <a href="#misc" class="list-group-item list-group-item-success" 
data-toggle="collapse" data-parent="#MrTutorialMenu"><b>Miscelaneous</b><i 
class="fa fa-caret-down"></i></a>
+        <div class="collapse" id="misc">
+            <ul class="nav sidebar-nav">
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/misc/mr---map-reduce.html">MR Map-Reduce</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/misc/parallel-frequent-pattern-mining.html">Parallel 
Frequent Pattern Mining</a></li>
+                <li> <a href="{{ BASE_PATH 
}}/tutorials/map-reduce/misc/using-mahout-with-python-via-jpype.html">Using 
Mahout (Map Reduce) with Python via Jpype</a></li>
+            </ul>
+        </div>
+    </div>
 </div>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/_layouts/mr_algorithm.html
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-theme :
-name : mahout3
-layout: default
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-{% include JB/setup %}
-{% include themes/mahout3/mr_algorithm.html %}
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-name : mahout3
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-{% include JB/setup %}
-{% include themes/mahout3/mr_tutorial.html %}
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http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/bayesian.md
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diff --git a/website/docs/algorithms/map-reduce/classification/bayesian.md 
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@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title:
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     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/class-discovery.md
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+++ b/website/docs/algorithms/map-reduce/classification/class-discovery.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Class Discovery
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/classifyingyourdata.md
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+++ b/website/docs/algorithms/map-reduce/classification/classifyingyourdata.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: ClassifyingYourData
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/collocations.md
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@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Collocations
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     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/gaussian-discriminative-analysis.md
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+++ 
b/website/docs/algorithms/map-reduce/classification/gaussian-discriminative-analysis.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Gaussian Discriminative Analysis
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/hidden-markov-models.md
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+++ b/website/docs/algorithms/map-reduce/classification/hidden-markov-models.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Hidden Markov Models
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/independent-component-analysis.md
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+++ 
b/website/docs/algorithms/map-reduce/classification/independent-component-analysis.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Independent Component Analysis
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/locally-weighted-linear-regression.md
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+++ 
b/website/docs/algorithms/map-reduce/classification/locally-weighted-linear-regression.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Locally Weighted Linear Regression
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/logistic-regression.md
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+++ b/website/docs/algorithms/map-reduce/classification/logistic-regression.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Logistic Regression
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/mahout-collections.md
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+++ b/website/docs/algorithms/map-reduce/classification/mahout-collections.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: mahout-collections
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/mlp.md
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+++ b/website/docs/algorithms/map-reduce/classification/mlp.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Multilayer Perceptron
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/naivebayes.md
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+++ b/website/docs/algorithms/map-reduce/classification/naivebayes.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: NaiveBayes
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/neural-network.md
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diff --git 
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+++ b/website/docs/algorithms/map-reduce/classification/neural-network.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Neural Network
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/partial-implementation.md
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b/website/docs/algorithms/map-reduce/classification/partial-implementation.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Partial Implementation
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/random-forests.md
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+++ b/website/docs/algorithms/map-reduce/classification/random-forests.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Random Forests
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/restricted-boltzmann-machines.md
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+++ 
b/website/docs/algorithms/map-reduce/classification/restricted-boltzmann-machines.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Restricted Boltzmann Machines
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/classification/support-vector-machines.md
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a/website/docs/algorithms/map-reduce/classification/support-vector-machines.md
+++ 
b/website/docs/algorithms/map-reduce/classification/support-vector-machines.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Support Vector Machines
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/clustering/canopy-clustering.md
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diff --git a/website/docs/algorithms/map-reduce/clustering/canopy-clustering.md 
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+++ b/website/docs/algorithms/map-reduce/clustering/canopy-clustering.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Canopy Clustering
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/clustering/cluster-dumper.md
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@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Cluster Dumper
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/clustering/expectation-maximization.md
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@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Expectation Maximization
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/clustering/fuzzy-k-means.md
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+++ b/website/docs/algorithms/map-reduce/clustering/fuzzy-k-means.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Fuzzy K-Means
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/clustering/hierarchical-clustering.md
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@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Hierarchical Clustering
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/clustering/k-means-clustering.md
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@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: K-Means Clustering
 theme:
    name: retro-mahout

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 ---
-layout: mr_algorithm
+layout: algorithm
 title: Latent Dirichlet Allocation
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    name: retro-mahout

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-layout: mr_algorithm
+layout: algorithm
 title: LLR - Log-likelihood Ratio
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http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/algorithms/map-reduce/clustering/spectral-clustering.md
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 ---
-layout: mr_algorithm
+layout: algorithm
 title: Spectral Clustering
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@@ -1,5 +1,5 @@
 ---
-layout: mr_algorithm
+layout: algorithm
 title: Spectral Clustering
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    name: retro-mahout

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+layout: algorithm
 title: Deprecated Map Reduce Algorithms
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+---
+layout: algorithm
+title: Preprocesors
+theme:
+    name: mahout2
+---
+
+[AsFactor](AsFactor.html) - For "one-hot-encoding"
+
+[StandardScaler](StandardScaler.html) - For mean centering an unit variance
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/tutorials/map-reduce/classification/bankmarketing-example.md
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 ---
-layout: mr_tutorial
+layout: tutorial
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-layout: mr_tutorial
+layout: tutorial
 title: Breiman Example
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-layout: mr_tutorial
+layout: tutorial
 title: Twenty Newsgroups
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diff --git 
a/website/docs/tutorials/map-reduce/classification/wikipedia-classifier-example.md
 
b/website/docs/tutorials/map-reduce/classification/wikipedia-classifier-example.md
index fd93e8b..699481c 100644
--- 
a/website/docs/tutorials/map-reduce/classification/wikipedia-classifier-example.md
+++ 
b/website/docs/tutorials/map-reduce/classification/wikipedia-classifier-example.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_tutorial
+layout: tutorial
 title: Wikipedia XML parser and Naive Bayes Example
 theme:
     name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/tutorials/map-reduce/clustering/20newsgroups.md
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diff --git a/website/docs/tutorials/map-reduce/clustering/20newsgroups.md 
b/website/docs/tutorials/map-reduce/clustering/20newsgroups.md
index 379e8b3..70b3967 100644
--- a/website/docs/tutorials/map-reduce/clustering/20newsgroups.md
+++ b/website/docs/tutorials/map-reduce/clustering/20newsgroups.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_tutorial
+layout: tutorial
 title: 20Newsgroups
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/tutorials/map-reduce/clustering/canopy-commandline.md
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diff --git a/website/docs/tutorials/map-reduce/clustering/canopy-commandline.md 
b/website/docs/tutorials/map-reduce/clustering/canopy-commandline.md
index cbaa81d..abaf764 100644
--- a/website/docs/tutorials/map-reduce/clustering/canopy-commandline.md
+++ b/website/docs/tutorials/map-reduce/clustering/canopy-commandline.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_tutorial
+layout: tutorial
 title: canopy-commandline
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.md
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diff --git 
a/website/docs/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.md
 
b/website/docs/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.md
index abd2d3e..273710b 100644
--- 
a/website/docs/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.md
+++ 
b/website/docs/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_tutorial
+layout: tutorial
 title: Clustering of synthetic control data
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.md
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diff --git 
a/website/docs/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.md 
b/website/docs/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.md
index 40ed55f..53cfc5b 100644
--- 
a/website/docs/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.md
+++ 
b/website/docs/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_tutorial
+layout: tutorial
 title: Clustering Seinfeld Episodes
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/tutorials/map-reduce/clustering/clusteringyourdata.md
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diff --git a/website/docs/tutorials/map-reduce/clustering/clusteringyourdata.md 
b/website/docs/tutorials/map-reduce/clustering/clusteringyourdata.md
index 782cbb5..526c1a2 100644
--- a/website/docs/tutorials/map-reduce/clustering/clusteringyourdata.md
+++ b/website/docs/tutorials/map-reduce/clustering/clusteringyourdata.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_tutorial
+layout: tutorial
 title: ClusteringYourData
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.md
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diff --git 
a/website/docs/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.md 
b/website/docs/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.md
index 96d9b23..aac409a 100644
--- a/website/docs/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.md
+++ b/website/docs/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_tutorial
+layout: tutorial
 title: fuzzy-k-means-commandline
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/tutorials/map-reduce/clustering/k-means-commandline.md
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diff --git 
a/website/docs/tutorials/map-reduce/clustering/k-means-commandline.md 
b/website/docs/tutorials/map-reduce/clustering/k-means-commandline.md
index 9dff963..3ab68c4 100644
--- a/website/docs/tutorials/map-reduce/clustering/k-means-commandline.md
+++ b/website/docs/tutorials/map-reduce/clustering/k-means-commandline.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_tutorial
+layout: tutorial
 title: k-means-commandline
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/tutorials/map-reduce/clustering/lda-commandline.md
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diff --git a/website/docs/tutorials/map-reduce/clustering/lda-commandline.md 
b/website/docs/tutorials/map-reduce/clustering/lda-commandline.md
index e4d7014..15254e7 100644
--- a/website/docs/tutorials/map-reduce/clustering/lda-commandline.md
+++ b/website/docs/tutorials/map-reduce/clustering/lda-commandline.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_tutorial
+layout: tutorial
 title: lda-commandline
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/tutorials/map-reduce/clustering/viewing-result.md
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diff --git a/website/docs/tutorials/map-reduce/clustering/viewing-result.md 
b/website/docs/tutorials/map-reduce/clustering/viewing-result.md
index e7c6107..d73f2d0 100644
--- a/website/docs/tutorials/map-reduce/clustering/viewing-result.md
+++ b/website/docs/tutorials/map-reduce/clustering/viewing-result.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_tutorial
+layout: tutorial
 title: Viewing Result
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/tutorials/map-reduce/clustering/viewing-results.md
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diff --git a/website/docs/tutorials/map-reduce/clustering/viewing-results.md 
b/website/docs/tutorials/map-reduce/clustering/viewing-results.md
index abbe7ef..a5b0460 100644
--- a/website/docs/tutorials/map-reduce/clustering/viewing-results.md
+++ b/website/docs/tutorials/map-reduce/clustering/viewing-results.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_tutorial
+layout: tutorial
 title: Viewing Results
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/tutorials/map-reduce/clustering/visualizing-sample-clusters.md
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diff --git 
a/website/docs/tutorials/map-reduce/clustering/visualizing-sample-clusters.md 
b/website/docs/tutorials/map-reduce/clustering/visualizing-sample-clusters.md
index 9d6c827..269c879 100644
--- 
a/website/docs/tutorials/map-reduce/clustering/visualizing-sample-clusters.md
+++ 
b/website/docs/tutorials/map-reduce/clustering/visualizing-sample-clusters.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_tutorial
+layout: tutorial
 title: Visualizing Sample Clusters
 theme:
    name: retro-mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/a8429421/website/docs/tutorials/map-reduce/index.md
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diff --git a/website/docs/tutorials/map-reduce/index.md 
b/website/docs/tutorials/map-reduce/index.md
index b22827c..dd7dfbe 100644
--- a/website/docs/tutorials/map-reduce/index.md
+++ b/website/docs/tutorials/map-reduce/index.md
@@ -1,5 +1,5 @@
 ---
-layout: mr_tutorial
+layout: tutorial
 title: Deprecated Map Reduce Based Examples
 theme:
     name: mahout2

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