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Posted to commits@mahout.apache.org by gi...@apache.org on 2018/06/26 23:58:25 UTC

[06/12] mahout git commit: Automatic Site Publish by Buildbot

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/news/2018/06/18/preping-014.html
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diff --git a/news/2018/06/18/preping-014.html b/news/2018/06/18/preping-014.html
index d0e4878..3466363 100644
--- a/news/2018/06/18/preping-014.html
+++ b/news/2018/06/18/preping-014.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/posts/new-website.html
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diff --git a/posts/new-website.html b/posts/new-website.html
index e7f06e0..551a801 100644
--- a/posts/new-website.html
+++ b/posts/new-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/users/algorithms/d-als.html
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diff --git a/users/algorithms/d-als.html b/users/algorithms/d-als.html
index a445146..c00f4ed 100644
--- a/users/algorithms/d-als.html
+++ b/users/algorithms/d-als.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/algorithms/d-qr.html
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diff --git a/users/algorithms/d-qr.html b/users/algorithms/d-qr.html
index 253e072..5dac5fc 100644
--- a/users/algorithms/d-qr.html
+++ b/users/algorithms/d-qr.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/algorithms/d-spca.html
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diff --git a/users/algorithms/d-spca.html b/users/algorithms/d-spca.html
index eee21e7..0883a68 100644
--- a/users/algorithms/d-spca.html
+++ b/users/algorithms/d-spca.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/algorithms/d-ssvd.html
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diff --git a/users/algorithms/d-ssvd.html b/users/algorithms/d-ssvd.html
index 6772073..0cb9cf4 100644
--- a/users/algorithms/d-ssvd.html
+++ b/users/algorithms/d-ssvd.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/algorithms/intro-cooccurrence-spark.html
----------------------------------------------------------------------
diff --git a/users/algorithms/intro-cooccurrence-spark.html b/users/algorithms/intro-cooccurrence-spark.html
index 9778a03..22813b0 100644
--- a/users/algorithms/intro-cooccurrence-spark.html
+++ b/users/algorithms/intro-cooccurrence-spark.html
@@ -7,7 +7,7 @@
   <meta name="viewport" content="width=device-width, initial-scale=1">
 
   <title>
-    Intro to Cooccurrence Recommenders with Spark
+    Building a Mahout Recommender
     
   </title>
 
@@ -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>
@@ -140,7 +182,7 @@
 </nav>
 
 
-  <h1 id="intro-to-correlated-cross-occurrence-recommenders-with-spark">Intro to Correlated Cross-Occurrence Recommenders with Spark</h1>
+  <h1 id="building-a-correlated-cross-occurrence-cco-recommenders-with-the-mahout-cli">Building a Correlated Cross-Occurrence (CCO) Recommenders with the Mahout CLI</h1>
 
 <p>Mahout’s CCO algorithm is one of a new breed of “Multimodal” recommenders that can use input of many types in very flexible ways.</p>
 

http://git-wip-us.apache.org/repos/asf/mahout/blob/a9262d54/users/algorithms/recommender-overview.html
----------------------------------------------------------------------
diff --git a/users/algorithms/recommender-overview.html b/users/algorithms/recommender-overview.html
index a792859..5f8a0f0 100644
--- a/users/algorithms/recommender-overview.html
+++ b/users/algorithms/recommender-overview.html
@@ -7,7 +7,7 @@
   <meta name="viewport" content="width=device-width, initial-scale=1">
 
   <title>
-    Recommender Quickstart
+    Recommender Overview
     
   </title>
 
@@ -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/algorithms/spark-naive-bayes.html
----------------------------------------------------------------------
diff --git a/users/algorithms/spark-naive-bayes.html b/users/algorithms/spark-naive-bayes.html
index 83f2bf0..518f8c0 100644
--- a/users/algorithms/spark-naive-bayes.html
+++ b/users/algorithms/spark-naive-bayes.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/algorithms.html
----------------------------------------------------------------------
diff --git a/users/basics/algorithms.html b/users/basics/algorithms.html
index f9be327..6682c96 100644
--- a/users/basics/algorithms.html
+++ b/users/basics/algorithms.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/collections.html
----------------------------------------------------------------------
diff --git a/users/basics/collections.html b/users/basics/collections.html
index aeafe8a..691d407 100644
--- a/users/basics/collections.html
+++ b/users/basics/collections.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/collocations.html
----------------------------------------------------------------------
diff --git a/users/basics/collocations.html b/users/basics/collocations.html
index fc2491c..79b2114 100644
--- a/users/basics/collocations.html
+++ b/users/basics/collocations.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/creating-vectors-from-text.html
----------------------------------------------------------------------
diff --git a/users/basics/creating-vectors-from-text.html b/users/basics/creating-vectors-from-text.html
index eb727ad..d000cb8 100644
--- a/users/basics/creating-vectors-from-text.html
+++ b/users/basics/creating-vectors-from-text.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/creating-vectors.html
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diff --git a/users/basics/creating-vectors.html b/users/basics/creating-vectors.html
index cb7147c..28c4964 100644
--- a/users/basics/creating-vectors.html
+++ b/users/basics/creating-vectors.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/gaussian-discriminative-analysis.html
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diff --git a/users/basics/gaussian-discriminative-analysis.html b/users/basics/gaussian-discriminative-analysis.html
index ccb7a51..50eb3b1 100644
--- a/users/basics/gaussian-discriminative-analysis.html
+++ b/users/basics/gaussian-discriminative-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/independent-component-analysis.html
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diff --git a/users/basics/independent-component-analysis.html b/users/basics/independent-component-analysis.html
index 53fefec..b593e34 100644
--- a/users/basics/independent-component-analysis.html
+++ b/users/basics/independent-component-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/mahout-collections.html
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diff --git a/users/basics/mahout-collections.html b/users/basics/mahout-collections.html
index bf1446f..767b5fa 100644
--- a/users/basics/mahout-collections.html
+++ b/users/basics/mahout-collections.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/mahoutintegration.html
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diff --git a/users/basics/mahoutintegration.html b/users/basics/mahoutintegration.html
index 3c19652..756ef80 100644
--- a/users/basics/mahoutintegration.html
+++ b/users/basics/mahoutintegration.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/matrix-and-vector-needs.html
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diff --git a/users/basics/matrix-and-vector-needs.html b/users/basics/matrix-and-vector-needs.html
index 1fcacb1..466e1ee 100644
--- a/users/basics/matrix-and-vector-needs.html
+++ b/users/basics/matrix-and-vector-needs.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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