Merge branch 'asf-site' of github.com:apache/madlib-site into asf-site
diff --git a/_media/logos/vmw.png b/_media/logos/vmw.png
new file mode 100644
index 0000000..c216caa
--- /dev/null
+++ b/_media/logos/vmw.png
Binary files differ
diff --git a/community.html b/community.html
index 4cec998..62ef336 100644
--- a/community.html
+++ b/community.html
@@ -58,7 +58,7 @@
<div class="span3 simple-box">
<a href="http://pivotal.io/" class="center">
<div class="history-logo">
- <img src="_media/logos/pivotal.png" alt="">
+ <img src="_media/logos/vmw.png" alt="">
</div>
<h4><small>Providing core development and scalability testing</small></h4>
<div class="more"><p class="inline-block pointer point-right">Learn More</p></div>
@@ -210,7 +210,7 @@
<ul>
<li><a href="http://postgresql.org">PostgreSQL</a></li>
<li><a href="http://greenplum.org/">Greenplum Database</a></li>
- <li><a href="http://hawq.incubator.apache.org">Apache HAWQ</a></li>
+ <li><a href="http://hawq.apache.org">Apache HAWQ</a></li>
<li><a href="http://cran.r-project.org/web/packages/PivotalR/">PivotalR</a></li>
</ul>
</li>
diff --git a/documentation.html b/documentation.html
index b5d93bf..7d92d11 100644
--- a/documentation.html
+++ b/documentation.html
@@ -55,6 +55,7 @@
<p class="body">The primary documentation reference material providing detailed information on the functions and algorithms within MADlib as well as background theory and references into the literature.</p>
<div class="select-documentation pointer point-down"><select id="latest-documentation" name="latest-documentation" size="1"><option value="">Older Documentation</option>
+<option value="docs/v1.16/index.html">MADlib v1.16</option>
<option value="docs/v1.15.1/index.html">MADlib v1.15.1</option>
<option value="docs/v1.15/index.html">MADlib v1.15</option>
<option value="docs/v1.14/index.html">MADlib v1.14</option>
diff --git a/download.html b/download.html
index b68b47f..76af104 100644
--- a/download.html
+++ b/download.html
@@ -58,7 +58,7 @@
<h2>Current Release</h2>
</div>
<div class="span8">
- <h3>v1.16</h3>
+ <h3>v1.17.0</h3>
<h4>Source Code and Convenience Binaries</h4>
<p>MADlib<sup>®</sup> source code and convenience binaries are available from the Apache distribution site.</p>
@@ -66,15 +66,15 @@
<p class="no-y-space"><strong>Latest stable release:</strong></p>
<ul>
- <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.16-src.tar.gz']);" href="https://dist.apache.org/repos/dist/release/madlib/1.16/apache-madlib-1.16-src.tar.gz">Source code tar.gz</a> (<a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-src.tar.gz.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-src.tar.gz.sha512">sha512</a>) </li>
+ <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.17.0-src.tar.gz']);" href="https://dist.apache.org/repos/dist/release/madlib/1.17.0/apache-madlib-1.17.0-src.tar.gz">Source code tar.gz</a> (<a href="https://www.apache.org/dist/madlib/1.17.0/apache-madlib-1.17.0-src.tar.gz.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.17.0/apache-madlib-1.17.0-src.tar.gz.sha512">sha512</a>) </li>
- <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.16-bin-Linux-GPDB43.rpm']);" href="https://dist.apache.org/repos/dist/release/madlib/1.16/apache-madlib-1.16-bin-Linux-GPDB43.rpm">Linux</a> (<a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Linux-GPDB43.rpm.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Linux-GPDB43.rpm.sha512">sha512</a>) — CentOS / Red Hat 5 and higher (64 bit). GPDB 4.3.x.</li>
+ <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.17.0-bin-Linux-GPDB43.rpm']);" href="https://dist.apache.org/repos/dist/release/madlib/1.17.0/apache-madlib-1.17.0-bin-Linux-GPDB43.rpm">Linux</a> (<a href="https://www.apache.org/dist/madlib/1.17.0/apache-madlib-1.17.0-bin-Linux-GPDB43.rpm.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.17.0/apache-madlib-1.17.0-bin-Linux-GPDB43.rpm.sha512">sha512</a>) — CentOS / Red Hat 5 and higher (64 bit). GPDB 4.3.x.</li>
- <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.16-bin-Linux.rpm']);" href="https://dist.apache.org/repos/dist/release/madlib/1.16/apache-madlib-1.16-bin-Linux.rpm">Linux</a> (<a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Linux.rpm.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Linux.rpm.sha512">sha512</a>) — CentOS / Red Hat 6 and higher (64 bit). GPDB 5.x, PostgreSQL 10.x and 11.x.</li>
+ <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.17.0-bin-Linux.rpm']);" href="https://dist.apache.org/repos/dist/release/madlib/1.17.0/apache-madlib-1.17.0-bin-Linux.rpm">Linux</a> (<a href="https://www.apache.org/dist/madlib/1.17.0/apache-madlib-1.17.0-bin-Linux.rpm.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.17.0/apache-madlib-1.17.0-bin-Linux.rpm.sha512">sha512</a>) — CentOS / Red Hat 6 and higher (64 bit). GPDB 5.x, GPDB 6.x, PostgreSQL 11.x and 12.x.</li>
- <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.16-bin-Linux.deb']);" href="https://dist.apache.org/repos/dist/release/madlib/1.16/apache-madlib-1.16-bin-Linux.deb">Linux</a> (<a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Linux.deb.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Linux.deb.sha512">sha512</a>) — Ubuntu 16.04. GPDB 5.x, PostgreSQL 10.x and 11.x.</li>
+ <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.17.0-bin-Linux.deb']);" href="https://dist.apache.org/repos/dist/release/madlib/1.17.0/apache-madlib-1.17.0-bin-Linux.deb">Linux</a> (<a href="https://www.apache.org/dist/madlib/1.17.0/apache-madlib-1.17.0-bin-Linux.deb.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.17.0/apache-madlib-1.17.0-bin-Linux.deb.sha512">sha512</a>) — Ubuntu 16.04. GPDB 5.x, GPDB 6.x, PostgreSQL 11.x and 12.x.</li>
- <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.16-bin-Darwin.dmg']);" href="https://dist.apache.org/repos/dist/release/madlib/1.16/apache-madlib-1.16-bin-Darwin.dmg">Mac OS X</a> (<a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Darwin.dmg.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Darwin.dmg.sha512">sha512</a>) — OS 10.6 and higher. PostgreSQL 10.x and 11.x.</li>
+ <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.17.0-bin-Darwin.dmg']);" href="https://dist.apache.org/repos/dist/release/madlib/1.17.0/apache-madlib-1.17.0-bin-Darwin.dmg">Mac OS X</a> (<a href="https://www.apache.org/dist/madlib/1.17.0/apache-madlib-1.17.0-bin-Darwin.dmg.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.17.0/apache-madlib-1.17.0-bin-Darwin.dmg.sha512">sha512</a>) — OS 10.6 and higher. PostgreSQL 11.x and 12.x.</li>
</ul>
</div>
</div>
@@ -101,6 +101,25 @@
<h2>Previous Apache Releases</h2>
</div>
<div class="span8">
+ <h3>v1.16</h3>
+ <h4>Source Code and Convenience Binaries</h4>
+
+ <p>MADlib<sup>®</sup> source code and convenience binaries are available from the Apache distribution site.</p>
+
+ <p class="no-y-space"><strong>Latest stable release:</strong></p>
+
+ <ul>
+ <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.16-src.tar.gz']);" href="https://dist.apache.org/repos/dist/release/madlib/1.16/apache-madlib-1.16-src.tar.gz">Source code tar.gz</a> (<a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-src.tar.gz.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-src.tar.gz.sha512">sha512</a>) </li>
+
+ <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.16-bin-Linux-GPDB43.rpm']);" href="https://dist.apache.org/repos/dist/release/madlib/1.16/apache-madlib-1.16-bin-Linux-GPDB43.rpm">Linux</a> (<a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Linux-GPDB43.rpm.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Linux-GPDB43.rpm.sha512">sha512</a>) — CentOS / Red Hat 5 and higher (64 bit). GPDB 4.3.x.</li>
+
+ <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.16-bin-Linux.rpm']);" href="https://dist.apache.org/repos/dist/release/madlib/1.16/apache-madlib-1.16-bin-Linux.rpm">Linux</a> (<a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Linux.rpm.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Linux.rpm.sha512">sha512</a>) — CentOS / Red Hat 6 and higher (64 bit). GPDB 5.x, PostgreSQL 10.x and 11.x.</li>
+
+ <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.16-bin-Linux.deb']);" href="https://dist.apache.org/repos/dist/release/madlib/1.16/apache-madlib-1.16-bin-Linux.deb">Linux</a> (<a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Linux.deb.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Linux.deb.sha512">sha512</a>) — Ubuntu 16.04. GPDB 5.x, PostgreSQL 10.x and 11.x.</li>
+
+ <li><a onclick="_gaq.push(['_trackEvent', 'Outbound Links', 'Click', 'madlib-1.16-bin-Darwin.dmg']);" href="https://dist.apache.org/repos/dist/release/madlib/1.16/apache-madlib-1.16-bin-Darwin.dmg">Mac OS X</a> (<a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Darwin.dmg.asc">pgp</a>, <a href="https://www.apache.org/dist/madlib/1.16/apache-madlib-1.16-bin-Darwin.dmg.sha512">sha512</a>) — OS 10.6 and higher. PostgreSQL 10.x and 11.x.</li>
+ </ul>
+
<h3>v1.15.1</h3>
<h4>Source Code and Convenience Binaries</h4>
diff --git a/index.html b/index.html
index 3a4c7a0..2cca5de 100644
--- a/index.html
+++ b/index.html
@@ -64,6 +64,51 @@
<div class="container">
<div class="post">
+ <h2>MADlib 1.17.0 Release</h2>
+ On April 9, 2020, MADlib completed its seventh release as an Apache Software Foundation Top Level Project.</a>
+ <p dir="ltr"></p>
+ <p dir="ltr"><b>New features include:</b></p>
+ <ul>
+ <li><p dir="ltr">Deep learning - Model selection framework for
+ Keras with Tensorflow
+ backend with GPU acceleration, for model architecture search and
+ hyperparameter optimization.</p>
+ <li><p dir="ltr">Deep learning - Support for heterogeneous clusters
+ where GPUs are attached to only certain segment hosts.</p>
+ <li><p dir="ltr">Deep learning - Support inference for imported
+ models not trained in MADlib ("bring your own model").</p>
+ <li><p dir="ltr">Deep learning - Support transfer learning
+ for multiple model fit function.</p>
+ <li><p dir="ltr">Deep learning - Generate model selection
+ table for grid search or random search.</p>
+ <li><p dir="ltr">Deep learning - Helper function to
+ get GPU type and configuration in a database cluster.</p>
+ <li><p dir="ltr">k-Means clustering - Select optimal number of centroids
+ using elbow or silhouette methods.</p>
+ <li><p dir="ltr">PostgreSQL 12 support.</p>
+ </ul>
+ <p dir="ltr"><b>Improvements:</b></p>
+ <ul>
+ <li><p dir="ltr">Association rules - Add option to set number
+ of posterior rules.</p>
+ <li><p dir="ltr">Correlation and covariance - Improve memory
+ usage with large number of groups.</p>
+ <li><p dir="ltr">Deep learning - Improve performance of
+ mini-batch preprocessor and fit functions.</p>
+ <li><p dir="ltr">Docs - Inprove installation guide on wiki.</p>
+ <li><p dir="ltr">Graph - SSSP should not show vertices in output
+ table that are unreachable.</p>
+ <li><p dir="ltr">LDA - Add stopping criteria on perplexity.</p>
+ </ul>
+ <p dir="ltr">You are invited to <a href="https://dist.apache.org/repos/dist/release/madlib/1.17.0/">download the 1.17.0 release</a> and <a href="https://github.com/apache/madlib/blob/master/RELEASE_NOTES">review the release notes.</a>
+ For more details about the new deep learning feature, please refer to the
+ <a href="https://cwiki.apache.org/confluence/display/MADLIB/Deep+Learning">Apache MADlib deep learning notes</a> and
+ the <a href="https://github.com/apache/madlib-site/tree/asf-site/community-artifacts/Deep-learning">Jupyter notebook examples.</a></p>
+ </div>
+ </div>
+
+ <div class="container">
+ <div class="post">
<h2>MADlib 1.16 Release</h2>
On July 8, 2019, MADlib completed its sixth release as an Apache Software Foundation Top Level Project.</a>
<p dir="ltr"></p>
@@ -107,42 +152,6 @@
</div>
</div>
- <div class="container">
- <div class="post">
- <h2>MADlib 1.15 Release</h2>
- On Aug 10, 2018, MADlib completed its fourth release as an Apache Software Foundation Top Level Project.</a>
- <p dir="ltr"></p>
- <p dir="ltr"><b>New features include</b>: Utilities - Columns to vector, vector to columns, drop columns.</p>
- <p dir="ltr"><b>Improvements:</b></p>
- <ul>
- <li><p dir="ltr">Multilayer perceptron - Added momentum and Nesterov's accelerated gradient methods to gradient updates.</p>
- <li><p dir="ltr">Statistics - Added grouping support to correlation and covariance.</p>
- <li><p dir="ltr">Decision tree/random forest - Added impurity variable importance.</p>
- <li><p dir="ltr">Decision tree/random forest - Added new helper function to report variable importance values in a more readable way.</p>
- <li><p dir="ltr">Install - Refactored and updated the madpack installation and upgrade tool.</p>
- </ul>
- <p dir="ltr">You are invited to <a href="https://archive.apache.org/dist/madlib/1.15/">download the 1.15 release</a> and <a href="https://github.com/apache/madlib/blob/master/RELEASE_NOTES">review the release notes.</a></p>
- </div>
- </div>
-
- <div class="container">
- <div class="post">
- <h2>MADlib 1.14 Release</h2>
- On May 1, 2018, MADlib completed its third release as an Apache Software Foundation Top Level Project.</a>
- <p dir="ltr"></p>
- <p dir="ltr"><b>New features include</b>: Balanced datasets, personalized PageRank, mini-batch optimizer for multilayer perceptron neural networks (and associated pre-processor function), PostgreSQL 10.2 support.</p>
- <p dir="ltr"><b>Improvements:</b></p>
- <ul>
- <li><p dir="ltr">K-nearest neighbors - Added weighted averaging/voting by distance.</p>
- <li><p dir="ltr">Summary - Added more statistics including number of positive, negative, zero values and
- 95% confidence intervals.</p>
- <li><p dir="ltr">Multilayer perceptron - Added support for one-hot encoded categorical dependent variable
- for classification.</p>
- </ul>
- <p dir="ltr">You are invited to <a href="https://archive.apache.org/dist/madlib/1.14/">download the 1.14 release</a> and <a href="https://github.com/apache/madlib/blob/master/RELEASE_NOTES">review the release notes.</a></p>
- </div>
- </div>
-
<div class="container">
<div class="post">
<h2>MADlib Graduates to Apache Top Level Project</h2>
