svn commit: r947214 - in /websites/staging/mahout/trunk/content: ./ index.html

[buildbot]

Author: buildbot
Date: Sat Apr 11 22:21:17 2015
New Revision: 947214

Log:
Staging update by buildbot for mahout

Modified:
    websites/staging/mahout/trunk/content/   (props changed)
    websites/staging/mahout/trunk/content/index.html

Propchange: websites/staging/mahout/trunk/content/
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--- cms:source-revision (original)
+++ cms:source-revision Sat Apr 11 22:21:17 2015
@@ -1 +1 @@
-1672876
+1672940

Modified: websites/staging/mahout/trunk/content/index.html
==============================================================================
--- websites/staging/mahout/trunk/content/index.html (original)
+++ websites/staging/mahout/trunk/content/index.html Sat Apr 11 22:21:17 2015
@@ -261,19 +261,27 @@
 
 <p><div class="highlights">
     <a href="http://mahout.apache.org/general/downloads.html";><img 
src="http://mahout.apache.org/images/download-mahout.png"/></a>
-    <h4>Latest release version 0.9 has</h4>
+    <h4>Latest release version 0.10.0 has</h4>
+    <h6>Mahout Samsara Environment</h3>
     <ul>
-      <li>User and Item based recommenders</li>
-      <li>Matrix factorization based recommenders</li>
-      <li>K-Means, Fuzzy K-Means clustering</li>
-      <li>Latent Dirichlet Allocation</li>
-      <li>Singular Value Decomposition</li>
-      <li>Logistic regression classifier</li>
-      <li>(Complementary) Naive Bayes classifier</li>
-      <li>Random forest classifier</li>
-      <li>High performance java collections</li>
+      <li>Spark and H2O back end Bindings</li>
+      <li>Distributed BLAS optimizer</li>
+      <li>R-Like operators, e.g. A.t %*% A, which performs an optimized 
‘thin’ A’A</li>
+      <li>Linear algebra operations, multiply, transpose, slice, row and 
column iterators</li>
+      <li>Packaged as extensions to Scala</li>
+      <li>Includes a Scala REPL based interactive shell that runs on Spark</li>
+      <li>Integrates with compatible libraries like MLLib</li>
       <li>A vibrant community</li>
     </ul>
+    <h6>Mahout Samsara based Algorithms</h6>
+    <ul>
+      <li>Distributed and in-core: Stochastic Singular Value Decomposition 
(SSVD)</li>
+      <li>Distributed Principal Component Analysis (PCA)</li>
+      <li>Distributed Cholesky QR Reduction (QR)</li>
+      <li>Distributed Alternating Least Squares decomposition (ALS)</li>
+      <li>Collaborative Filtering: Item and Row Similarity based on 
cooccurrence and supporting multimodal user actions</li>
+      <li>Naive Bayes Classification</li>
+    </ul>
   </div>
   <p>With scalable we mean:</p>
   <p><strong>Scalable to large data sets</strong>. Our <a 
href="http://mahout.apache.org/users/basics/algorithms.html";>core 
algorithms</a> for clustering, classfication and collaborative filtering are 
implemented on top of scalable, distributed systems. However, contributions 
that run on a single machine are welcome as well.</p>