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Posted to commits@mahout.apache.org by gi...@apache.org on 2018/06/26 23:58:24 UTC

[05/12] mahout git commit: Automatic Site Publish by Buildbot

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/users/basics/principal-components-analysis.html
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diff --git a/users/basics/principal-components-analysis.html b/users/basics/principal-components-analysis.html
index 5e8f318..ccafe30 100644
--- a/users/basics/principal-components-analysis.html
+++ b/users/basics/principal-components-analysis.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/users/basics/quickstart.html
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diff --git a/users/basics/quickstart.html b/users/basics/quickstart.html
index fde4f7c..1b42632 100644
--- a/users/basics/quickstart.html
+++ b/users/basics/quickstart.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/users/basics/svd---singular-value-decomposition.html
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diff --git a/users/basics/svd---singular-value-decomposition.html b/users/basics/svd---singular-value-decomposition.html
index def8327..c510d3a 100644
--- a/users/basics/svd---singular-value-decomposition.html
+++ b/users/basics/svd---singular-value-decomposition.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/users/basics/system-requirements.html
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diff --git a/users/basics/system-requirements.html b/users/basics/system-requirements.html
index 621f4e6..e1b7fe7 100644
--- a/users/basics/system-requirements.html
+++ b/users/basics/system-requirements.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/users/basics/tf-idf---term-frequency-inverse-document-frequency.html
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diff --git a/users/basics/tf-idf---term-frequency-inverse-document-frequency.html b/users/basics/tf-idf---term-frequency-inverse-document-frequency.html
index a05a278..e787994 100644
--- a/users/basics/tf-idf---term-frequency-inverse-document-frequency.html
+++ b/users/basics/tf-idf---term-frequency-inverse-document-frequency.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/users/classification/bankmarketing-example.html
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diff --git a/users/classification/bankmarketing-example.html b/users/classification/bankmarketing-example.html
index e99dee0..8eb7d84 100644
--- a/users/classification/bankmarketing-example.html
+++ b/users/classification/bankmarketing-example.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/users/classification/bayesian-commandline.html
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diff --git a/users/classification/bayesian-commandline.html b/users/classification/bayesian-commandline.html
index 6f62c7c..3e216c8 100644
--- a/users/classification/bayesian-commandline.html
+++ b/users/classification/bayesian-commandline.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/users/classification/bayesian.html
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diff --git a/users/classification/bayesian.html b/users/classification/bayesian.html
index c878d8d..629dd30 100644
--- a/users/classification/bayesian.html
+++ b/users/classification/bayesian.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/users/classification/breiman-example.html
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diff --git a/users/classification/breiman-example.html b/users/classification/breiman-example.html
index 9d1fe17..74c4c4a 100644
--- a/users/classification/breiman-example.html
+++ b/users/classification/breiman-example.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/users/classification/class-discovery.html
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diff --git a/users/classification/class-discovery.html b/users/classification/class-discovery.html
index 0a8b674..a9a557d 100644
--- a/users/classification/class-discovery.html
+++ b/users/classification/class-discovery.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/users/classification/classifyingyourdata.html
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diff --git a/users/classification/classifyingyourdata.html b/users/classification/classifyingyourdata.html
index 883a663..a85b45d 100644
--- a/users/classification/classifyingyourdata.html
+++ b/users/classification/classifyingyourdata.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/users/classification/hidden-markov-models.html
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diff --git a/users/classification/hidden-markov-models.html b/users/classification/hidden-markov-models.html
index 7ac508c..2964a8a 100644
--- a/users/classification/hidden-markov-models.html
+++ b/users/classification/hidden-markov-models.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/users/classification/locally-weighted-linear-regression.html
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diff --git a/users/classification/locally-weighted-linear-regression.html b/users/classification/locally-weighted-linear-regression.html
index 212393b..06b56d5 100644
--- a/users/classification/locally-weighted-linear-regression.html
+++ b/users/classification/locally-weighted-linear-regression.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/users/classification/logistic-regression.html
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diff --git a/users/classification/logistic-regression.html b/users/classification/logistic-regression.html
index 5e5fb73..1632798 100644
--- a/users/classification/logistic-regression.html
+++ b/users/classification/logistic-regression.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/users/classification/mlp.html
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diff --git a/users/classification/mlp.html b/users/classification/mlp.html
index 7a8bb1a..c435847 100644
--- a/users/classification/mlp.html
+++ b/users/classification/mlp.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/users/classification/naivebayes.html
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diff --git a/users/classification/naivebayes.html b/users/classification/naivebayes.html
index 8cdf586..a1b407e 100644
--- a/users/classification/naivebayes.html
+++ b/users/classification/naivebayes.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/users/classification/neural-network.html
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diff --git a/users/classification/neural-network.html b/users/classification/neural-network.html
index 7620a96..cedf2b5 100644
--- a/users/classification/neural-network.html
+++ b/users/classification/neural-network.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/users/classification/partial-implementation.html
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diff --git a/users/classification/partial-implementation.html b/users/classification/partial-implementation.html
index 09d7071..dd314d2 100644
--- a/users/classification/partial-implementation.html
+++ b/users/classification/partial-implementation.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/users/classification/random-forests.html
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diff --git a/users/classification/random-forests.html b/users/classification/random-forests.html
index 425c705..1d9b053 100644
--- a/users/classification/random-forests.html
+++ b/users/classification/random-forests.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>
+
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