Author: reinwald
Date: Sat Aug 25 05:19:43 2018
New Revision: 1839016

URL: http://svn.apache.org/viewvc?rev=1839016&view=rev
Log:
Add 1.2.0 release notes and updated roadmap

Modified:
    systemml/site/community.html
    systemml/site/download.html
    systemml/site/get-started.html
    systemml/site/index.html
    systemml/site/install-systemml.html
    systemml/site/privacy-policy.html
    systemml/site/release-notes/systemml-release-notes-0.10.0-incubating.html
    systemml/site/release-notes/systemml-release-notes-0.11.0-incubating.html
    systemml/site/release-notes/systemml-release-notes-0.12.0-incubating.html
    systemml/site/release-notes/systemml-release-notes-0.13.0-incubating.html
    systemml/site/release-notes/systemml-release-notes-0.14.0-incubating.html
    systemml/site/release-notes/systemml-release-notes-0.15.0.html
    systemml/site/release-notes/systemml-release-notes-0.9.0-incubating.html
    systemml/site/release-notes/systemml-release-notes-1.0.0.html
    systemml/site/release-notes/systemml-release-notes-1.1.0.html
    systemml/site/roadmap.html
    systemml/site/security.html
    systemml/site/tutorial-kdd2017.html
    systemml/site/tutorials.html

Modified: systemml/site/community.html
URL: 
http://svn.apache.org/viewvc/systemml/site/community.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/community.html (original)
+++ systemml/site/community.html Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>

Modified: systemml/site/download.html
URL: 
http://svn.apache.org/viewvc/systemml/site/download.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/download.html (original)
+++ systemml/site/download.html Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>
@@ -163,7 +178,7 @@
       <p>Apache SystemML is released as a source artifact. Binary artifacts 
(including the ones available in Maven) are made available for your 
convenience. You will be prompted for a mirror - if the file is not found on 
yours, please be patient, as it may take 24 hours to reach all mirrors. Apache 
SystemML is distributed under the <a 
href="http://www.apache.org/licenses/LICENSE-2.0";>Apache License, version 
2.0</a>. </p>
     </div>
     <div class="col col-12 content-group">
-      <h2>Download SystemML 1.1.0 for Spark 2.0.2 and above</h2>
+      <h2>Download SystemML 1.2.0 for Spark 2.0.2 and above</h2>
     </div>
 
     <div class="col col-12 content-group row">
@@ -175,33 +190,33 @@
             <th><b>Signature</b></th>
           </tr>
           <tr>
-            <td><a 
href="http://www.apache.org/dyn/closer.lua/systemml/1.1.0/systemml-1.1.0-bin.tgz";
 target="_blank"> systemml-1.1.0 (Binary tgz)</a></td>
-            <td><a 
href="https://www.apache.org/dist/systemml/1.1.0/systemml-1.1.0-bin.tgz.sha512";>SHA512</a>
 </td>
-            <td><a 
href="https://www.apache.org/dist/systemml/1.1.0/systemml-1.1.0-bin.tgz.asc";>ASC</a></td>
+            <td><a 
href="http://www.apache.org/dyn/closer.lua/systemml/1.2.0/systemml-1.2.0-bin.tgz";
 target="_blank"> systemml-1.2.0 (Binary tgz)</a></td>
+            <td><a 
href="https://www.apache.org/dist/systemml/1.2.0/systemml-1.2.0-bin.tgz.sha512";>SHA512</a>
 </td>
+            <td><a 
href="https://www.apache.org/dist/systemml/1.2.0/systemml-1.2.0-bin.tgz.asc";>ASC</a></td>
           </tr>
           <tr>
-            <td><a 
href="http://www.apache.org/dyn/closer.lua/systemml/1.1.0/systemml-1.1.0-bin.zip";
 target="_blank">systemml-1.1.0 (Binary zip)</a></td>
-            <td><a 
href="https://www.apache.org/dist/systemml/1.1.0/systemml-1.1.0-bin.zip.sha512";>SHA512</a></td>
-            <td><a 
href="https://www.apache.org/dist/systemml/1.1.0/systemml-1.1.0-bin.zip.asc";>ASC</a></td>
+            <td><a 
href="http://www.apache.org/dyn/closer.lua/systemml/1.2.0/systemml-1.2.0-bin.zip";
 target="_blank">systemml-1.2.0 (Binary zip)</a></td>
+            <td><a 
href="https://www.apache.org/dist/systemml/1.2.0/systemml-1.2.0-bin.zip.sha512";>SHA512</a></td>
+            <td><a 
href="https://www.apache.org/dist/systemml/1.2.0/systemml-1.2.0-bin.zip.asc";>ASC</a></td>
           </tr>
           <tr>
-            <td><a 
href="http://www.apache.org/dyn/closer.lua/systemml/1.1.0/systemml-1.1.0-src.tgz";
 target="_blank">systemml-1.1.0 (Source tgz)</a></td>
-            <td><a 
href="https://www.apache.org/dist/systemml/1.1.0/systemml-1.1.0-src.tgz.sha512";>SHA512</a></td>
-            <td><a 
href="https://www.apache.org/dist/systemml/1.1.0/systemml-1.1.0-src.tgz.asc";>ASC</a></td>
+            <td><a 
href="http://www.apache.org/dyn/closer.lua/systemml/1.2.0/systemml-1.2.0-src.tgz";
 target="_blank">systemml-1.2.0 (Source tgz)</a></td>
+            <td><a 
href="https://www.apache.org/dist/systemml/1.2.0/systemml-1.2.0-src.tgz.sha512";>SHA512</a></td>
+            <td><a 
href="https://www.apache.org/dist/systemml/1.2.0/systemml-1.2.0-src.tgz.asc";>ASC</a></td>
           </tr>
           <tr>
-            <td><a 
href="http://www.apache.org/dyn/closer.lua/systemml/1.1.0/systemml-1.1.0-src.zip";
 target="_blank">systemml-1.1.0 (Source zip)</a></td>
-            <td><a 
href="https://www.apache.org/dist/systemml/1.1.0/systemml-1.1.0-src.zip.sha512";>SHA512</a></td>
-            <td><a 
href="https://www.apache.org/dist/systemml/1.1.0/systemml-1.1.0-src.zip.asc";>ASC</a></td>
+            <td><a 
href="http://www.apache.org/dyn/closer.lua/systemml/1.2.0/systemml-1.2.0-src.zip";
 target="_blank">systemml-1.2.0 (Source zip)</a></td>
+            <td><a 
href="https://www.apache.org/dist/systemml/1.2.0/systemml-1.2.0-src.zip.sha512";>SHA512</a></td>
+            <td><a 
href="https://www.apache.org/dist/systemml/1.2.0/systemml-1.2.0-src.zip.asc";>ASC</a></td>
           </tr>
           <tr>
-            <td><a 
href="http://www.apache.org/dyn/closer.lua/systemml/1.1.0/systemml-1.1.0-python.tgz";
 target="_blank">systemml-1.1.0 (Python package .tgz)</a></td>
-            <td><a 
href="https://www.apache.org/dist/systemml/1.1.0/systemml-1.1.0-python.tgz.sha512";>SHA512</a></td>
-            <td><a 
href="https://www.apache.org/dist/systemml/1.1.0/systemml-1.1.0-python.tgz.asc";>ASC</a></td>
+            <td><a 
href="http://www.apache.org/dyn/closer.lua/systemml/1.2.0/systemml-1.2.0-python.tgz";
 target="_blank">systemml-1.2.0 (Python package .tgz)</a></td>
+            <td><a 
href="https://www.apache.org/dist/systemml/1.2.0/systemml-1.2.0-python.tgz.sha512";>SHA512</a></td>
+            <td><a 
href="https://www.apache.org/dist/systemml/1.2.0/systemml-1.2.0-python.tgz.asc";>ASC</a></td>
           </tr>
 
           <tr>
-            <td><a 
href="release-notes/systemml-release-notes-1.1.0.html">Release Notes</a></td>
+            <td><a 
href="release-notes/systemml-release-notes-1.2.0.html">Release Notes</a></td>
             <td></td>
             <td></td>
           </tr>
@@ -223,7 +238,7 @@
           <pre>&lt;dependency&gt;
   &lt;groupId&gt;org.apache.systemml&lt;/groupId&gt;
   &lt;artifactId&gt;systemml&lt;/artifactId&gt;
-  &lt;version&gt;1.1.0&lt;/version&gt;
+  &lt;version&gt;1.2.0&lt;/version&gt;
 &lt;/dependency&gt;</pre>
 
           <h3>Previous Releases</h3>

Modified: systemml/site/get-started.html
URL: 
http://svn.apache.org/viewvc/systemml/site/get-started.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/get-started.html (original)
+++ systemml/site/get-started.html Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>

Modified: systemml/site/index.html
URL: 
http://svn.apache.org/viewvc/systemml/site/index.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/index.html (original)
+++ systemml/site/index.html Sat Aug 25 05:19:43 2018
@@ -48,7 +48,7 @@
     <!--
 
 -->
-<header class="site-header">
+<header class="site-header site-header--not-home">
   <h1 class="logo"><a class="url" href="/"><i class="logo-mark"></i><span 
class="fn org">Apache SystemML<sup id="trademark">&trade;</sup></span></a></h1>
   <nav class="main-nav">
     <ul>
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>

Modified: systemml/site/install-systemml.html
URL: 
http://svn.apache.org/viewvc/systemml/site/install-systemml.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/install-systemml.html (original)
+++ systemml/site/install-systemml.html Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>
@@ -194,26 +209,26 @@
        </ul>
        <div id="setup-tabs-1">
                1) Install SystemML:
-               <figure class="highlight"><pre><code class="language-bash" 
data-lang="bash">pip install systemml</code></pre></figure>
+               <div class="highlight"><pre><code class="language-bash" 
data-lang="bash">pip install systemml</code></pre></div>
 2) For more information, please see the SystemML project documentation:<br/>
 <pre>
-<a 
href="http://systemml.apache.org/docs/1.1.0/index.html";>http://systemml.apache.org/docs/1.1.0/index.html</a>
-<a 
href="http://systemml.apache.org/docs/1.1.0/beginners-guide-python";>http://systemml.apache.org/docs/1.1.0/beginners-guide-python</a>
+<a 
href="http://systemml.apache.org/docs/1.2.0/index.html";>http://systemml.apache.org/docs/1.2.0/index.html</a>
+<a 
href="http://systemml.apache.org/docs/1.2.0/beginners-guide-python";>http://systemml.apache.org/docs/1.2.0/beginners-guide-python</a>
 </pre>
        </div>
        <div id="setup-tabs-2">
 1) Download Apache SystemML binary release (tgz or zip):<br/>
-<pre><a 
href="http://www.apache.org/dyn/closer.lua/systemml/1.1.0/systemml-1.1.0-bin.tgz";>http://www.apache.org/dyn/closer.lua/systemml/1.1.0/systemml-1.1.0-bin.tgz</a></pre>
+<pre><a 
href="http://www.apache.org/dyn/closer.lua/systemml/1.2.0/systemml-1.2.0-bin.tgz";>http://www.apache.org/dyn/closer.lua/systemml/1.2.0/systemml-1.2.0-bin.tgz</a></pre>
 
 2) Extract binary release contents:<br/>
-<pre>tar -xvzf systemml-1.1.0-bin.tgz</pre>
+<pre>tar -xvzf systemml-1.2.0-bin.tgz</pre>
 
 3) Go to project root directory:</br>
-<pre>cd systemml-1.1.0-bin</pre>
+<pre>cd systemml-1.2.0-bin</pre>
 
 4) Start Spark Shell with SystemML jar file:<br/>
 <pre>
-spark-shell --executor-memory 4G --driver-memory 4G --jars 
lib/systemml-1.1.0.jar
+spark-shell --executor-memory 4G --driver-memory 4G --jars 
lib/systemml-1.2.0.jar
 </pre>
 
 5) You're all set to run SystemML on Spark:<br/>
@@ -227,14 +242,14 @@ ml.execute(helloScript)
 
 6) For more information, please see the SystemML project documentation:<br/>
 <pre>
-<a 
href="http://systemml.apache.org/docs/1.1.0/index.html";>http://systemml.apache.org/docs/1.1.0/index.html</a>
-<a 
href="http://systemml.apache.org/docs/1.1.0/spark-mlcontext-programming-guide";>http://systemml.apache.org/docs/1.1.0/spark-mlcontext-programming-guide</a>
+<a 
href="http://systemml.apache.org/docs/1.2.0/index.html";>http://systemml.apache.org/docs/1.2.0/index.html</a>
+<a 
href="http://systemml.apache.org/docs/1.2.0/spark-mlcontext-programming-guide";>http://systemml.apache.org/docs/1.2.0/spark-mlcontext-programming-guide</a>
 </pre>
 
        </div>
        <div id="setup-tabs-3">
 1) Install python development build of SystemML:
-               <figure class="highlight"><pre><code class="language-bash" 
data-lang="bash">pip install 
https://sparktc.ibmcloud.com/repo/latest/systemml-1.0.0-SNAPSHOT-python.tar.gz</code></pre></figure>
+               <div class="highlight"><pre><code class="language-bash" 
data-lang="bash">pip install 
https://sparktc.ibmcloud.com/repo/latest/systemml-1.0.0-SNAPSHOT-python.tar.gz</code></pre></div>
        </div>
        <div id="setup-tabs-4">
                1) Download binary development build of SystemML (tgz or 
zip):<br/>
@@ -255,22 +270,21 @@ ml.execute(helloScript)
                <li><a href="#configure-jupyter-tabs-2">Scala</a></li>
        </ul>
        <div id="configure-jupyter-tabs-1">
-               <figure class="highlight"><pre><code class="language-bash" 
data-lang="bash"><span class="c"># Start Jupyter Notebook Server</span>
-<span class="nv">PYSPARK_DRIVER_PYTHON</span><span class="o">=</span>jupyter 
<span class="nv">PYSPARK_DRIVER_PYTHON_OPTS</span><span class="o">=</span><span 
class="s2">"notebook"</span> pyspark --master <span 
class="nb">local</span><span class="o">[</span><span class="k">*</span><span 
class="o">]</span> --conf <span class="s2">"spark.driver.memory=12g"</span> 
--conf spark.driver.maxResultSize<span class="o">=</span>0 --conf 
spark.default.parallelism<span class="o">=</span>100
-               </code></pre></figure>
+               <div class="highlight"><pre><code class="language-bash" 
data-lang="bash"><span class="c"># Start Jupyter Notebook Server</span>
+<span class="nv">PYSPARK_DRIVER_PYTHON</span><span class="o">=</span>jupyter 
<span class="nv">PYSPARK_DRIVER_PYTHON_OPTS</span><span class="o">=</span><span 
class="s2">&quot;notebook&quot;</span> pyspark --master <span 
class="nb">local</span><span class="o">[</span>*<span class="o">]</span> --conf 
<span class="s2">&quot;spark.driver.memory=12g&quot;</span> --conf 
spark.driver.maxResultSize<span class="o">=</span><span class="m">0</span> 
--conf spark.default.parallelism<span class="o">=</span>100</code></pre></div>
        </div>
        <div id="configure-jupyter-tabs-2">
 <h4>1) Toree Kernel Setup (Required for Scala Kernel)</h4>
 1.1) Toree Installation:<br/>
 For detailed instructions, visit <a 
href="https://github.com/apache/incubator-toree";>https://github.com/apache/incubator-toree</a>.
-<figure class="highlight"><pre><code class="language-bash" 
data-lang="bash">pip install 
https://dist.apache.org/repos/dist/dev/incubator/toree/0.2.0/snapshots/dev1/toree-pip/toree-0.2.0.dev1.tar.gz</code></pre></figure>
+<div class="highlight"><pre><code class="language-bash" data-lang="bash">pip 
install 
https://dist.apache.org/repos/dist/dev/incubator/toree/0.2.0/snapshots/dev1/toree-pip/toree-0.2.0.dev1.tar.gz</code></pre></div>
 
 1.2) Installation of Toree in Jupyter:<br/>
 For detailed instructions, visit <a 
href="https://toree.apache.org/docs/current/user/installation";>https://toree.apache.org/docs/current/user/installation</a>.
-<figure class="highlight"><pre><code class="language-bash" 
data-lang="bash">jupyter toree install —-replace —-interpreters<span 
class="o">=</span>Scala,PySpark --spark_opts<span class="o">=</span><span 
class="s2">"--master=local --jars &lt;SystemML JAR File&gt;” 
--spark_home=</span><span class="k">${</span><span 
class="nv">SPARK_HOME</span><span class="k">}</span></code></pre></figure>
+<div class="highlight"><pre><code class="language-bash" 
data-lang="bash">jupyter toree install —-replace —-interpreters<span 
class="o">=</span>Scala,PySpark --spark_opts<span class="o">=</span><span 
class="err">&quot;</span>--master<span class="o">=</span><span 
class="nb">local</span> --jars &lt;SystemML JAR File&gt;” --spark_home<span 
class="o">=</span><span class="k">${</span><span 
class="nv">SPARK_HOME</span><span class="k">}</span></code></pre></div>
 
 <h4>2) Start Jupyter Notebook Server</h4>
-<figure class="highlight"><pre><code class="language-bash" 
data-lang="bash">jupyter notebook</code></pre></figure>
+<div class="highlight"><pre><code class="language-bash" 
data-lang="bash">jupyter notebook</code></pre></div>
 <p>This will start a default browser with contents from the directory where 
the above command was run.
 You can create your own notebook or download sample notebooks from the 
SystemML GitHub repository at
 <a 
href="https://github.com/apache/systemml/tree/master/samples/jupyter-notebooks";>https://github.com/apache/systemml/tree/master/samples/jupyter-notebooks</a>.</p>

Modified: systemml/site/privacy-policy.html
URL: 
http://svn.apache.org/viewvc/systemml/site/privacy-policy.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/privacy-policy.html (original)
+++ systemml/site/privacy-policy.html Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>

Modified: 
systemml/site/release-notes/systemml-release-notes-0.10.0-incubating.html
URL: 
http://svn.apache.org/viewvc/systemml/site/release-notes/systemml-release-notes-0.10.0-incubating.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/release-notes/systemml-release-notes-0.10.0-incubating.html 
(original)
+++ systemml/site/release-notes/systemml-release-notes-0.10.0-incubating.html 
Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>

Modified: 
systemml/site/release-notes/systemml-release-notes-0.11.0-incubating.html
URL: 
http://svn.apache.org/viewvc/systemml/site/release-notes/systemml-release-notes-0.11.0-incubating.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/release-notes/systemml-release-notes-0.11.0-incubating.html 
(original)
+++ systemml/site/release-notes/systemml-release-notes-0.11.0-incubating.html 
Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>

Modified: 
systemml/site/release-notes/systemml-release-notes-0.12.0-incubating.html
URL: 
http://svn.apache.org/viewvc/systemml/site/release-notes/systemml-release-notes-0.12.0-incubating.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/release-notes/systemml-release-notes-0.12.0-incubating.html 
(original)
+++ systemml/site/release-notes/systemml-release-notes-0.12.0-incubating.html 
Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>

Modified: 
systemml/site/release-notes/systemml-release-notes-0.13.0-incubating.html
URL: 
http://svn.apache.org/viewvc/systemml/site/release-notes/systemml-release-notes-0.13.0-incubating.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/release-notes/systemml-release-notes-0.13.0-incubating.html 
(original)
+++ systemml/site/release-notes/systemml-release-notes-0.13.0-incubating.html 
Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>

Modified: 
systemml/site/release-notes/systemml-release-notes-0.14.0-incubating.html
URL: 
http://svn.apache.org/viewvc/systemml/site/release-notes/systemml-release-notes-0.14.0-incubating.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/release-notes/systemml-release-notes-0.14.0-incubating.html 
(original)
+++ systemml/site/release-notes/systemml-release-notes-0.14.0-incubating.html 
Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>
@@ -170,7 +185,7 @@ became an incubator project on November
 
       <h3 id="experimental-features">Experimental Features</h3>
       <ul>
-        <li>New Code Generation capabilities for automatic operator fusion 
(basic code generator, compiler integration, runtime integration, in-memory 
source code compilation, extended explain tool, support for right indexing and 
replace in cellwise and row aggregate templates, support for row, column, or no 
aggregation in rowwise template).  Note code generation provides significant 
performance gains with fewer read/write intermediates, reduced scans of inputs 
and intermediates, and enhanced sparsity exploitation.  To enable this feature, 
set <code class="highlighter-rouge">codegen.enabled</code> property to <code 
class="highlighter-rouge">true</code> in SystemML-config.xml file.</li>
+        <li>New Code Generation capabilities for automatic operator fusion 
(basic code generator, compiler integration, runtime integration, in-memory 
source code compilation, extended explain tool, support for right indexing and 
replace in cellwise and row aggregate templates, support for row, column, or no 
aggregation in rowwise template).  Note code generation provides significant 
performance gains with fewer read/write intermediates, reduced scans of inputs 
and intermediates, and enhanced sparsity exploitation.  To enable this feature, 
set <code>codegen.enabled</code> property to <code>true</code> in 
SystemML-config.xml file.</li>
         <li>New instructions and operators for GPU support (relu_maxpooling, 
conv2d_bias_add, bias_multiply)</li>
       </ul>
 

Modified: systemml/site/release-notes/systemml-release-notes-0.15.0.html
URL: 
http://svn.apache.org/viewvc/systemml/site/release-notes/systemml-release-notes-0.15.0.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/release-notes/systemml-release-notes-0.15.0.html (original)
+++ systemml/site/release-notes/systemml-release-notes-0.15.0.html Sat Aug 25 
05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>
@@ -165,7 +180,7 @@
       <h3 id="new-features-and-capabilities">New Features and Capabilities</h3>
       <ul>
         <li>Added several new 2D convolution layers.</li>
-        <li>Graduated <code class="highlighter-rouge">nn</code> library from 
staging to <code class="highlighter-rouge">scripts/nn</code>.</li>
+        <li>Graduated <code>nn</code> library from staging to 
<code>scripts/nn</code>.</li>
       </ul>
 
       <h3 id="experimental-features">Experimental Features</h3>

Modified: 
systemml/site/release-notes/systemml-release-notes-0.9.0-incubating.html
URL: 
http://svn.apache.org/viewvc/systemml/site/release-notes/systemml-release-notes-0.9.0-incubating.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/release-notes/systemml-release-notes-0.9.0-incubating.html 
(original)
+++ systemml/site/release-notes/systemml-release-notes-0.9.0-incubating.html 
Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>

Modified: systemml/site/release-notes/systemml-release-notes-1.0.0.html
URL: 
http://svn.apache.org/viewvc/systemml/site/release-notes/systemml-release-notes-1.0.0.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/release-notes/systemml-release-notes-1.0.0.html (original)
+++ systemml/site/release-notes/systemml-release-notes-1.0.0.html Sat Aug 25 
05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>
@@ -169,10 +184,10 @@
       <h3 id="deep-learning">Deep Learning</h3>
       <ul>
         <li>Improved CPU convolution function performance, including 
sparsity.</li>
-        <li><code class="highlighter-rouge">Caffe2DML</code>.</li>
+        <li><code>Caffe2DML</code>.</li>
         <li>Enhanced/additional NN layers, e.g. conv2d transpose and depthwise 
convolution</li>
         <li>NN architecture summary table.</li>
-        <li>[Experimental] <code 
class="highlighter-rouge">Keras2DML</code>.</li>
+        <li>[Experimental] <code>Keras2DML</code>.</li>
       </ul>
 
       <h3 id="new-scripts--algorithms">New Scripts / Algorithms</h3>
@@ -183,10 +198,10 @@
 
       <h3 id="features--new-functions">Features &amp; new Functions</h3>
       <ul>
-        <li><code class="highlighter-rouge">sinh</code>, <code 
class="highlighter-rouge">cosh</code>, and <code 
class="highlighter-rouge">tanh</code>.</li>
-        <li><code class="highlighter-rouge">transformcolmap</code>.</li>
-        <li>n-ary <code class="highlighter-rouge">rbind</code>/<code 
class="highlighter-rouge">cbind</code>.</li>
-        <li><code class="highlighter-rouge">order</code> with multiple 
order-by columns.</li>
+        <li><code>sinh</code>, <code>cosh</code>, and <code>tanh</code>.</li>
+        <li><code>transformcolmap</code>.</li>
+        <li>n-ary <code>rbind</code>/<code>cbind</code>.</li>
+        <li><code>order</code> with multiple order-by columns.</li>
       </ul>
 
       <h3 id="compiler">Compiler</h3>

Modified: systemml/site/release-notes/systemml-release-notes-1.1.0.html
URL: 
http://svn.apache.org/viewvc/systemml/site/release-notes/systemml-release-notes-1.1.0.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/release-notes/systemml-release-notes-1.1.0.html (original)
+++ systemml/site/release-notes/systemml-release-notes-1.1.0.html Sat Aug 25 
05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>
@@ -163,10 +178,10 @@
 
       <h3 id="new-builtin-functionsoperations">New Builtin 
Functions/Operations</h3>
       <ul>
-        <li><code class="highlighter-rouge">ifelse</code></li>
-        <li><code class="highlighter-rouge">assert</code></li>
-        <li>Deep learning builtin functions: <code 
class="highlighter-rouge">avg_pool</code>, <code 
class="highlighter-rouge">avg_pool_backward</code></li>
-        <li>Second-order <code class="highlighter-rouge">eval</code></li>
+        <li><code>ifelse</code></li>
+        <li><code>assert</code></li>
+        <li>Deep learning builtin functions: <code>avg_pool</code>, 
<code>avg_pool_backward</code></li>
+        <li>Second-order <code>eval</code></li>
         <li>Accumulator operator +=</li>
         <li>Bitwise operators not, and, or, xor, &amp; LShift, Rshift</li>
         <li>Logical operator support over matrices AND/OR/NOT/XOR</li>

Modified: systemml/site/roadmap.html
URL: 
http://svn.apache.org/viewvc/systemml/site/roadmap.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/roadmap.html (original)
+++ systemml/site/roadmap.html Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>
@@ -160,15 +175,17 @@
 <section class="full-stripe full-stripe--alternate">
   <div class="ml-container ml-container--narrow content-group">
     <div class="col col-12">
-      <h2>Planned for Future SystemML 1.2</h2>
+      <h2>Planned for Future Releases</h2>
       <ul>
+        <li>Completion of Prior Experimental Features</li>
         <li>Algorithms & builtin functions
           <ul>
             <li>NN layers-based factorization machines with regression & 
classification capabilities</li>
             <li>NN optimization test suite with well known optimization test 
functions</li>
             <li>Model selection & hyper parameter tuning</li>
             <li>Additional distribution functions, e.g. weibull, gamma</li>
-            <li>Generalization of operations, such as xor, and other 
operations</li>
+           <li>Time Series Analysis and Anomaly Detection</li>
+            <li>Scalable Decomposition Algorithms</li>
           </ul>
         </li>
         <li>Enhanced Deep Learning support
@@ -197,6 +214,7 @@
             <li>Ultra-sparse datasets</li>
           </ul>
         </li>
+       <li>Model Serving</li>
         <li>Misc Runtime
           <ul>
             <li>NUMA-awareness (thread pools, matrix partitioning)</li>
@@ -207,43 +225,50 @@
         </li>
         <li>Misc Compiler
           <ul>
-            <li>Consolidate replicated compilation chain (e.g., diff APIs)</li>
             <li>Holistic sum-product optimization and operator fusion</li>
-            <li>Extended sparsity estimators</li>
-            <li>Rewrites and compiler improvements for mini-batching including 
prefetching</li>
-            <li>Parfor optimizer support for shared reads</li>
             <li>SPOOF compiler improvement</li>
+            <li>Tree-based Data Structures</li>
+            <li>Global Dataflow Optimizations</li>
           </ul>
         </li>
-        <li>APIs
-          <ul>
-            <li>Python Binding for JMLC API</li>
-          </ul>
-
-        </li>
-
-
+        <li>Tooling</li>
+        <li>Common DSL Architecture</li>
       </ul>
     </div>
 
     <div class="col col-12">
-      <h2>Feature Candidates for Future Releases</h2>
+      <h2>Current Release</h2>
       <ul>
-        <li>Completion of Prior Experimental Features</li>
-        <li>Python DSL</li>
-        <li>New Algorithms -- e.g. Decomposition Algorithms</li>
-        <li>Common DSL Architecture</li>
-        <li>R Interfaces: R DSL and R Wrappers</li>
-        <li>Native Zeppelin Notebook Support</li>
-        <li>Sum Product Optimizations</li>
-        <li>Tree-based Data Structures</li>
-        <li>Global Dataflow Optimizations</li>
-        <li>Tooling</li>
+        <li>
+          <strong>SystemML 1.2.0 (<a 
href="release-notes/systemml-release-notes-1.2.0.html">released</a> in Aug, 
2018)
+          <a 
href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?version=12342959&projectId=12319522";>details</a></strong>
+          <ul>
+           <li>New data type list for lists and structs</li>
+           <li>Built in deep learning functions, e.g. convolution, maxpooling, 
bias</li>
+           <li>DML eval function</li>
+           <li>Multiple new builtin functions, e.g. exists, lower.tri, 
upper.tri</li>
+           <li>Code motion, global subexpression elimination, rewrites for 
codegen</li>
+           <li>Performance improvements for ultra-sparse data and instruction 
generation
+          </ul>
+        </li>
+        <li>
+          Experimental Features
+          <ul>
+            <li>Parameter server</li>
+           <li>Sparsity estimators</li>
+          </ul>
+        </li>
+        <li>
+          Removals
+          <ul>
+            <li>Opt level 4</li>
+          </ul>
+        </li>
       </ul>
     </div>
 
     <div class="col col-12">
-      <h2>Current Release</h2>
+      <h2>Prior Releases</h2>
       <ul>
         <li>
           <strong>SystemML 1.1.0 (<a 
href="release-notes/systemml-release-notes-1.1.0.html">released</a> in March, 
2018)
@@ -257,12 +282,6 @@
             <li>Performance improvements</li>
           </ul>
         </li>
-      </ul>
-    </div>
-
-    <div class="col col-12">
-      <h2>Prior Releases</h2>
-      <ul>
         <li>
           <strong>SystemML 1.0.0 (<a 
href="release-notes/systemml-release-notes-1.0.0.html">released</a> in 
December, 2017)
           <a 
href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12338328";>details</a></strong>

Modified: systemml/site/security.html
URL: 
http://svn.apache.org/viewvc/systemml/site/security.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/security.html (original)
+++ systemml/site/security.html Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>

Modified: systemml/site/tutorial-kdd2017.html
URL: 
http://svn.apache.org/viewvc/systemml/site/tutorial-kdd2017.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/tutorial-kdd2017.html (original)
+++ systemml/site/tutorial-kdd2017.html Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>

Modified: systemml/site/tutorials.html
URL: 
http://svn.apache.org/viewvc/systemml/site/tutorials.html?rev=1839016&r1=1839015&r2=1839016&view=diff
==============================================================================
--- systemml/site/tutorials.html (original)
+++ systemml/site/tutorials.html Sat Aug 25 05:19:43 2018
@@ -56,6 +56,7 @@
       <li role="presentation">
         
         
+        
         <a href="/download" target="_self">Download</a>
         
       </li>
@@ -63,6 +64,7 @@
       <li role="presentation">
         
         
+        
         <a href="/get-started" target="_self">Get Started</a>
         
       </li>
@@ -70,6 +72,7 @@
       <li role="presentation">
         
         
+        
         <a href="/documentation" target="_self">Docs</a>
         
       </li>
@@ -77,6 +80,7 @@
       <li role="presentation">
         
         
+        
         <a href="/roadmap" target="_self">Roadmap</a>
         
       </li>
@@ -87,18 +91,23 @@
         <ul>
           
           
+          
           <li><a href="/community" target="_self">Get Involved</a></li>
           
           
+          
           <li><a href="https://issues.apache.org/jira/browse/SYSTEMML"; 
target="_blank">Issue Tracker</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml"; 
target="_blank">Source Code</a></li>
           
           
+          
           <li><a href="https://github.com/apache/systemml-website"; 
target="_blank">Website Source Code</a></li>
           
           
+          
           <li><a href="/roadmap" target="_self">Roadmap</a></li>
           
         </ul>
@@ -111,21 +120,27 @@
         <ul>
           
           
+          
           <li><a href="http://www.apache.org/foundation/how-it-works.html"; 
target="_blank">Apache Software Foundation</a></li>
           
           
+          
           <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache 
License</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/sponsorship"; 
target="_blank">Sponsorship</a></li>
           
           
+          
           <li><a href="http://www.apache.org/foundation/thanks.html"; 
target="_blank">Thanks</a></li>
           
           
+          
           <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
           
           
+          
           <li><a href="/security" target="_self">Security</a></li>
           
         </ul>


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