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Posted to commits@mahout.apache.org by gi...@apache.org on 2018/06/26 23:58:31 UTC

[12/12] mahout git commit: Automatic Site Publish by Buildbot

Automatic Site Publish by Buildbot


Project: http://git-wip-us.apache.org/repos/asf/mahout/repo
Commit: http://git-wip-us.apache.org/repos/asf/mahout/commit/a9262d54
Tree: http://git-wip-us.apache.org/repos/asf/mahout/tree/a9262d54
Diff: http://git-wip-us.apache.org/repos/asf/mahout/diff/a9262d54

Branch: refs/heads/asf-site
Commit: a9262d54b3c0715c88c63d3dd4dc898dd9f59384
Parents: 4fd3654
Author: jenkins <bu...@apache.org>
Authored: Tue Jun 26 23:58:13 2018 +0000
Committer: jenkins <bu...@apache.org>
Committed: Tue Jun 26 23:58:13 2018 +0000

----------------------------------------------------------------------
 developers/buildingmahout.html                  |  42 ++
 developers/developer-resources.html             |  42 ++
 developers/github.html                          |  42 ++
 developers/githubPRs.html                       |  42 ++
 developers/gsoc.html                            |  42 ++
 developers/how-to-become-a-committer.html       |  42 ++
 developers/how-to-contribute.html               |  42 ++
 developers/how-to-release.html                  |  42 ++
 developers/how-to-update-the-website.html       |  42 ++
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 developers/patch-check-list.html                |  42 ++
 developers/thirdparty-dependencies.html         |  42 ++
 developers/version-control.html                 |  42 ++
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 feed.xml                                        |   2 +-
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 general/glossary.html                           |  42 ++
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 general/privacy-policy.html                     |  42 ++
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 general/reference-reading.html                  |  42 ++
 general/release-notes.html                      |  42 ++
 general/who-we-are.html                         |  42 ++
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 users/classification/breiman-example.html       |  42 ++
 users/classification/class-discovery.html       |  42 ++
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 .../locally-weighted-linear-regression.html     |  42 ++
 users/classification/logistic-regression.html   |  42 ++
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 .../classification/partial-implementation.html  |  42 ++
 users/classification/random-forests.html        |  42 ++
 .../restricted-boltzmann-machines.html          |  42 ++
 .../classification/support-vector-machines.html |  42 ++
 users/classification/twenty-newsgroups.html     |  42 ++
 .../wikipedia-classifier-example.html           |  42 ++
 users/clustering/20newsgroups.html              |  42 ++
 users/clustering/canopy-clustering.html         |  42 ++
 users/clustering/canopy-commandline.html        |  42 ++
 users/clustering/cluster-dumper.html            |  42 ++
 .../clustering-of-synthetic-control-data.html   |  42 ++
 .../clustering-seinfeld-episodes.html           |  42 ++
 users/clustering/clusteringyourdata.html        |  42 ++
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 users/clustering/fuzzy-k-means-commandline.html |  42 ++
 users/clustering/fuzzy-k-means.html             |  42 ++
 users/clustering/hierarchical-clustering.html   |  42 ++
 users/clustering/k-means-clustering.html        |  42 ++
 users/clustering/k-means-commandline.html       |  42 ++
 .../clustering/latent-dirichlet-allocation.html |  42 ++
 users/clustering/lda-commandline.html           |  42 ++
 .../clustering/llr---log-likelihood-ratio.html  |  42 ++
 users/clustering/spectral-clustering.html       |  42 ++
 users/clustering/streaming-k-means.html         |  42 ++
 users/clustering/viewing-result.html            |  42 ++
 users/clustering/viewing-results.html           |  42 ++
 .../clustering/visualizing-sample-clusters.html |  42 ++
 users/dim-reduction/dimensional-reduction.html  |  42 ++
 users/dim-reduction/ssvd.html                   |  42 ++
 .../classify-a-doc-from-the-shell.html          |  42 ++
 users/environment/h2o-internals.html            |  42 ++
 users/environment/how-to-build-an-app.html      |  42 ++
 users/environment/in-core-reference.html        |  42 ++
 users/environment/out-of-core-reference.html    |  42 ++
 users/environment/spark-internals.html          |  42 ++
 users/flinkbindings/flink-internals.html        |  42 ++
 .../playing-with-samsara-flink.html             |  42 ++
 users/misc/mr---map-reduce.html                 |  42 ++
 .../misc/parallel-frequent-pattern-mining.html  |  42 ++
 users/misc/perceptron-and-winnow.html           |  42 ++
 users/misc/testing.html                         |  42 ++
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 users/recommender/intro-als-hadoop.html         |  42 ++
 users/recommender/intro-cooccurrence-spark.html | 239 ++++---
 users/recommender/intro-itembased-hadoop.html   |  42 ++
 users/recommender/matrix-factorization.html     |  42 ++
 users/recommender/quickstart.html               |  42 ++
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 users/sparkbindings/faq.html                    |  42 ++
 users/sparkbindings/home.html                   |  42 ++
 users/sparkbindings/play-with-shell.html        |  42 ++
 217 files changed, 6549 insertions(+), 485 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/developers/buildingmahout.html
----------------------------------------------------------------------
diff --git a/developers/buildingmahout.html b/developers/buildingmahout.html
index 24dd684..718cd39 100644
--- a/developers/buildingmahout.html
+++ b/developers/buildingmahout.html
@@ -64,6 +64,48 @@
                     <a class="nav-link" href="/docs/latest/index.html">Overview</a>
                 </li>
 
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+
+                 -->
+                </li>
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                 -->
+                </li>
+
                 <!-- Developers -->
                 <li class="nav-item dropdown">
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Developers</a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/developers/developer-resources.html
----------------------------------------------------------------------
diff --git a/developers/developer-resources.html b/developers/developer-resources.html
index f4495aa..e84ca63 100644
--- a/developers/developer-resources.html
+++ b/developers/developer-resources.html
@@ -64,6 +64,48 @@
                     <a class="nav-link" href="/docs/latest/index.html">Overview</a>
                 </li>
 
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+
+                 -->
+                </li>
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                 -->
+                </li>
+
                 <!-- Developers -->
                 <li class="nav-item dropdown">
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Developers</a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/developers/github.html
----------------------------------------------------------------------
diff --git a/developers/github.html b/developers/github.html
index 4a9c9bb..11ef2a7 100644
--- a/developers/github.html
+++ b/developers/github.html
@@ -64,6 +64,48 @@
                     <a class="nav-link" href="/docs/latest/index.html">Overview</a>
                 </li>
 
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+
+                 -->
+                </li>
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                 -->
+                </li>
+
                 <!-- Developers -->
                 <li class="nav-item dropdown">
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Developers</a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/developers/githubPRs.html
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diff --git a/developers/githubPRs.html b/developers/githubPRs.html
index 93b1cb6..0190b5b 100644
--- a/developers/githubPRs.html
+++ b/developers/githubPRs.html
@@ -64,6 +64,48 @@
                     <a class="nav-link" href="/docs/latest/index.html">Overview</a>
                 </li>
 
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+
+                 -->
+                </li>
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                 -->
+                </li>
+
                 <!-- Developers -->
                 <li class="nav-item dropdown">
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Developers</a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/developers/gsoc.html
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diff --git a/developers/gsoc.html b/developers/gsoc.html
index 2010d2a..4d2ea0e 100644
--- a/developers/gsoc.html
+++ b/developers/gsoc.html
@@ -64,6 +64,48 @@
                     <a class="nav-link" href="/docs/latest/index.html">Overview</a>
                 </li>
 
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+
+                 -->
+                </li>
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                 -->
+                </li>
+
                 <!-- Developers -->
                 <li class="nav-item dropdown">
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Developers</a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/developers/how-to-become-a-committer.html
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diff --git a/developers/how-to-become-a-committer.html b/developers/how-to-become-a-committer.html
index 3b36836..50d09f8 100644
--- a/developers/how-to-become-a-committer.html
+++ b/developers/how-to-become-a-committer.html
@@ -64,6 +64,48 @@
                     <a class="nav-link" href="/docs/latest/index.html">Overview</a>
                 </li>
 
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+
+                 -->
+                </li>
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                 -->
+                </li>
+
                 <!-- Developers -->
                 <li class="nav-item dropdown">
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Developers</a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/developers/how-to-contribute.html
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diff --git a/developers/how-to-contribute.html b/developers/how-to-contribute.html
index 4ad4cd4..cc25bbd 100644
--- a/developers/how-to-contribute.html
+++ b/developers/how-to-contribute.html
@@ -64,6 +64,48 @@
                     <a class="nav-link" href="/docs/latest/index.html">Overview</a>
                 </li>
 
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+
+                 -->
+                </li>
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                 -->
+                </li>
+
                 <!-- Developers -->
                 <li class="nav-item dropdown">
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Developers</a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/developers/how-to-release.html
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diff --git a/developers/how-to-release.html b/developers/how-to-release.html
index 47dc29b..36652a8 100644
--- a/developers/how-to-release.html
+++ b/developers/how-to-release.html
@@ -64,6 +64,48 @@
                     <a class="nav-link" href="/docs/latest/index.html">Overview</a>
                 </li>
 
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+
+                 -->
+                </li>
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                 -->
+                </li>
+
                 <!-- Developers -->
                 <li class="nav-item dropdown">
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Developers</a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/developers/how-to-update-the-website.html
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diff --git a/developers/how-to-update-the-website.html b/developers/how-to-update-the-website.html
index 28de8e2..d07dd44 100644
--- a/developers/how-to-update-the-website.html
+++ b/developers/how-to-update-the-website.html
@@ -64,6 +64,48 @@
                     <a class="nav-link" href="/docs/latest/index.html">Overview</a>
                 </li>
 
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+
+                 -->
+                </li>
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                 -->
+                </li>
+
                 <!-- Developers -->
                 <li class="nav-item dropdown">
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Developers</a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/developers/issue-tracker.html
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diff --git a/developers/issue-tracker.html b/developers/issue-tracker.html
index 569d2dc..b2c0495 100644
--- a/developers/issue-tracker.html
+++ b/developers/issue-tracker.html
@@ -64,6 +64,48 @@
                     <a class="nav-link" href="/docs/latest/index.html">Overview</a>
                 </li>
 
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+
+                 -->
+                </li>
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                 -->
+                </li>
+
                 <!-- Developers -->
                 <li class="nav-item dropdown">
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Developers</a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/developers/patch-check-list.html
----------------------------------------------------------------------
diff --git a/developers/patch-check-list.html b/developers/patch-check-list.html
index 6cbc7f4..d62c125 100644
--- a/developers/patch-check-list.html
+++ b/developers/patch-check-list.html
@@ -64,6 +64,48 @@
                     <a class="nav-link" href="/docs/latest/index.html">Overview</a>
                 </li>
 
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+
+                 -->
+                </li>
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                 -->
+                </li>
+
                 <!-- Developers -->
                 <li class="nav-item dropdown">
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Developers</a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/developers/thirdparty-dependencies.html
----------------------------------------------------------------------
diff --git a/developers/thirdparty-dependencies.html b/developers/thirdparty-dependencies.html
index b970ef6..0eec944 100644
--- a/developers/thirdparty-dependencies.html
+++ b/developers/thirdparty-dependencies.html
@@ -64,6 +64,48 @@
                     <a class="nav-link" href="/docs/latest/index.html">Overview</a>
                 </li>
 
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+
+                 -->
+                </li>
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                 -->
+                </li>
+
                 <!-- Developers -->
                 <li class="nav-item dropdown">
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Developers</a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/developers/version-control.html
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diff --git a/developers/version-control.html b/developers/version-control.html
index 40f9e02..81b223a 100644
--- a/developers/version-control.html
+++ b/developers/version-control.html
@@ -64,6 +64,48 @@
                     <a class="nav-link" href="/docs/latest/index.html">Overview</a>
                 </li>
 
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+
+                 -->
+                </li>
+                <!-- Algorithms (Samsara / MR) -->
+                <li class="nav-item dropdown">
+                    <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Algorithms</a>
+                    <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/linear-algebra">Distributed Linear Algebra</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
+                        <div class="dropdown-divider"></div>
+                        <h6 class="dropdown-header">Deprecated</h6>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
+                    </div>
+                    <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                    <!--
+                    <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                    <li role="separator" class="divider"></li>
+                    <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
+                 -->
+                </li>
+
                 <!-- Developers -->
                 <li class="nav-item dropdown">
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Developers</a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/docs/latest/algorithms/clustering/canopy/index.html
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diff --git a/docs/latest/algorithms/clustering/canopy/index.html b/docs/latest/algorithms/clustering/canopy/index.html
index 7329e3b..cdd845e 100644
--- a/docs/latest/algorithms/clustering/canopy/index.html
+++ b/docs/latest/algorithms/clustering/canopy/index.html
@@ -78,7 +78,7 @@
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Tutorial</a>
                     <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
                         <div class="dropdown-divider"></div>
-                        <h6 class="dropdown-header">Reccomenders</h6>
+                        <h6 class="dropdown-header">Recommenders</h6>
                         <a class="dropdown-item"  href="/docs/latest/tutorials/cco-lastfm">CCO Example with Last.FM Data</a>
                         <a class="dropdown-item"  href="/docs/latest/tutorials/intro-cooccurrence-spark">Introduction to Cooccurrence in Spark</a>
                         <div class="dropdown-divider"></div>
@@ -107,14 +107,14 @@
                         <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
-                        <a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders">Reccomenders</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
                         <div class="dropdown-divider"></div>
                         <h6 class="dropdown-header">Deprecated</h6>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
                     </div>
-                        <!--<a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                        <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
                         <!--
-                        <a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
                         <li role="separator" class="divider"></li>
                         <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
 

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/docs/latest/algorithms/clustering/distance-metrics.html
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diff --git a/docs/latest/algorithms/clustering/distance-metrics.html b/docs/latest/algorithms/clustering/distance-metrics.html
index 7a3fe78..ff79cfb 100644
--- a/docs/latest/algorithms/clustering/distance-metrics.html
+++ b/docs/latest/algorithms/clustering/distance-metrics.html
@@ -78,7 +78,7 @@
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Tutorial</a>
                     <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
                         <div class="dropdown-divider"></div>
-                        <h6 class="dropdown-header">Reccomenders</h6>
+                        <h6 class="dropdown-header">Recommenders</h6>
                         <a class="dropdown-item"  href="/docs/latest/tutorials/cco-lastfm">CCO Example with Last.FM Data</a>
                         <a class="dropdown-item"  href="/docs/latest/tutorials/intro-cooccurrence-spark">Introduction to Cooccurrence in Spark</a>
                         <div class="dropdown-divider"></div>
@@ -107,14 +107,14 @@
                         <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
-                        <a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders">Reccomenders</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
                         <div class="dropdown-divider"></div>
                         <h6 class="dropdown-header">Deprecated</h6>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
                     </div>
-                        <!--<a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                        <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
                         <!--
-                        <a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
                         <li role="separator" class="divider"></li>
                         <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
 

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/docs/latest/algorithms/clustering/index.html
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diff --git a/docs/latest/algorithms/clustering/index.html b/docs/latest/algorithms/clustering/index.html
index 2bb146e..8fa7134 100644
--- a/docs/latest/algorithms/clustering/index.html
+++ b/docs/latest/algorithms/clustering/index.html
@@ -78,7 +78,7 @@
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Tutorial</a>
                     <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
                         <div class="dropdown-divider"></div>
-                        <h6 class="dropdown-header">Reccomenders</h6>
+                        <h6 class="dropdown-header">Recommenders</h6>
                         <a class="dropdown-item"  href="/docs/latest/tutorials/cco-lastfm">CCO Example with Last.FM Data</a>
                         <a class="dropdown-item"  href="/docs/latest/tutorials/intro-cooccurrence-spark">Introduction to Cooccurrence in Spark</a>
                         <div class="dropdown-divider"></div>
@@ -107,14 +107,14 @@
                         <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
-                        <a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders">Reccomenders</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
                         <div class="dropdown-divider"></div>
                         <h6 class="dropdown-header">Deprecated</h6>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
                     </div>
-                        <!--<a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                        <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
                         <!--
-                        <a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
                         <li role="separator" class="divider"></li>
                         <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
 

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/docs/latest/algorithms/linear-algebra/d-qr.html
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diff --git a/docs/latest/algorithms/linear-algebra/d-qr.html b/docs/latest/algorithms/linear-algebra/d-qr.html
index 4875fe8..6a38294 100644
--- a/docs/latest/algorithms/linear-algebra/d-qr.html
+++ b/docs/latest/algorithms/linear-algebra/d-qr.html
@@ -78,7 +78,7 @@
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Tutorial</a>
                     <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
                         <div class="dropdown-divider"></div>
-                        <h6 class="dropdown-header">Reccomenders</h6>
+                        <h6 class="dropdown-header">Recommenders</h6>
                         <a class="dropdown-item"  href="/docs/latest/tutorials/cco-lastfm">CCO Example with Last.FM Data</a>
                         <a class="dropdown-item"  href="/docs/latest/tutorials/intro-cooccurrence-spark">Introduction to Cooccurrence in Spark</a>
                         <div class="dropdown-divider"></div>
@@ -107,14 +107,14 @@
                         <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
-                        <a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders">Reccomenders</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
                         <div class="dropdown-divider"></div>
                         <h6 class="dropdown-header">Deprecated</h6>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
                     </div>
-                        <!--<a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                        <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
                         <!--
-                        <a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
                         <li role="separator" class="divider"></li>
                         <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>
 

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/docs/latest/algorithms/linear-algebra/d-spca.html
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diff --git a/docs/latest/algorithms/linear-algebra/d-spca.html b/docs/latest/algorithms/linear-algebra/d-spca.html
index 8b340a5..b930900 100644
--- a/docs/latest/algorithms/linear-algebra/d-spca.html
+++ b/docs/latest/algorithms/linear-algebra/d-spca.html
@@ -78,7 +78,7 @@
                     <a class="nav-link dropdown-toggle" href="" id="navbarDropdownMenuLink" data-toggle="dropdown" aria-haspopup="true" aria-expanded="false">Tutorial</a>
                     <div class="dropdown-menu" aria-labelledby="navbarDropdownMenuLink">
                         <div class="dropdown-divider"></div>
-                        <h6 class="dropdown-header">Reccomenders</h6>
+                        <h6 class="dropdown-header">Recommenders</h6>
                         <a class="dropdown-item"  href="/docs/latest/tutorials/cco-lastfm">CCO Example with Last.FM Data</a>
                         <a class="dropdown-item"  href="/docs/latest/tutorials/intro-cooccurrence-spark">Introduction to Cooccurrence in Spark</a>
                         <div class="dropdown-divider"></div>
@@ -107,14 +107,14 @@
                         <a class="dropdown-item"  href="/docs/latest/algorithms/preprocessors">Preprocessors</a>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/regression">Regression</a>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/clustering">Clustering</a>
-                        <a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders">Reccomenders</a>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders">Recommenders</a>
                         <div class="dropdown-divider"></div>
                         <h6 class="dropdown-header">Deprecated</h6>
                         <a class="dropdown-item"  href="/docs/latest/algorithms/map-reduce">MapReduce <i>(deprecated)</i></a>
                     </div>
-                        <!--<a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
+                        <!--<a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/recommender-overview.html">Reccomender Overview</a></li> Do we still need? seems like short version of next post-->
                         <!--
-                        <a class="dropdown-item"  href="/docs/latest/algorithms/reccomenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
+                        <a class="dropdown-item"  href="/docs/latest/algorithms/recommenders/intro-cooccurrence-spark.html">Intro to Coocurrence With Spark</a></li>
                         <li role="separator" class="divider"></li>
                         <li><span>&nbsp;&nbsp;<a href="/docs/latest/algorithms/map-reduce"><b>MapReduce</b> (deprecated)</a><span></li>