http://git-wip-us.apache.org/repos/asf/madlib-site/blob/af0e5f14/docs/v1.15.1/clustered__variance__coxph_8sql__in.html
----------------------------------------------------------------------
diff --git a/docs/v1.15.1/clustered__variance__coxph_8sql__in.html 
b/docs/v1.15.1/clustered__variance__coxph_8sql__in.html
new file mode 100644
index 0000000..33d3075
--- /dev/null
+++ b/docs/v1.15.1/clustered__variance__coxph_8sql__in.html
@@ -0,0 +1,496 @@
+<!-- HTML header for doxygen 1.8.4-->
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd";>
+<html xmlns="http://www.w3.org/1999/xhtml";>
+<head>
+<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
+<meta http-equiv="X-UA-Compatible" content="IE=9"/>
+<meta name="generator" content="Doxygen 1.8.14"/>
+<meta name="keywords" content="madlib,postgres,greenplum,machine learning,data 
mining,deep learning,ensemble methods,data science,market basket 
analysis,affinity analysis,pca,lda,regression,elastic net,huber 
white,proportional hazards,k-means,latent dirichlet allocation,bayes,support 
vector machines,svm"/>
+<title>MADlib: clustered_variance_coxph.sql_in File Reference</title>
+<link href="tabs.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="jquery.js"></script>
+<script type="text/javascript" src="dynsections.js"></script>
+<link href="navtree.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="resize.js"></script>
+<script type="text/javascript" src="navtreedata.js"></script>
+<script type="text/javascript" src="navtree.js"></script>
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+  $(document).ready(initResizable);
+/* @license-end */</script>
+<link href="search/search.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="search/searchdata.js"></script>
+<script type="text/javascript" src="search/search.js"></script>
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+  $(document).ready(function() { init_search(); });
+/* @license-end */
+</script>
+<script type="text/x-mathjax-config">
+  MathJax.Hub.Config({
+    extensions: ["tex2jax.js", "TeX/AMSmath.js", "TeX/AMSsymbols.js"],
+    jax: ["input/TeX","output/HTML-CSS"],
+});
+</script><script type="text/javascript" async 
src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.2/MathJax.js";></script>
+<!-- hack in the navigation tree -->
+<script type="text/javascript" src="eigen_navtree_hacks.js"></script>
+<link href="doxygen.css" rel="stylesheet" type="text/css" />
+<link href="madlib_extra.css" rel="stylesheet" type="text/css"/>
+<!-- google analytics -->
+<script>
+  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new 
Date();a=s.createElement(o),
+  
m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+  })(window,document,'script','//www.google-analytics.com/analytics.js','ga');
+  ga('create', 'UA-45382226-1', 'madlib.apache.org');
+  ga('send', 'pageview');
+</script>
+</head>
+<body>
+<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
+<div id="titlearea">
+<table cellspacing="0" cellpadding="0">
+ <tbody>
+ <tr style="height: 56px;">
+  <td id="projectlogo"><a href="http://madlib.apache.org";><img alt="Logo" 
src="madlib.png" height="50" style="padding-left:0.5em;" border="0"/ ></a></td>
+  <td style="padding-left: 0.5em;">
+   <div id="projectname">
+   <span id="projectnumber">1.15.1</span>
+   </div>
+   <div id="projectbrief">User Documentation for Apache MADlib</div>
+  </td>
+   <td>        <div id="MSearchBox" class="MSearchBoxInactive">
+        <span class="left">
+          <img id="MSearchSelect" src="search/mag_sel.png"
+               onmouseover="return searchBox.OnSearchSelectShow()"
+               onmouseout="return searchBox.OnSearchSelectHide()"
+               alt=""/>
+          <input type="text" id="MSearchField" value="Search" accesskey="S"
+               onfocus="searchBox.OnSearchFieldFocus(true)" 
+               onblur="searchBox.OnSearchFieldFocus(false)" 
+               onkeyup="searchBox.OnSearchFieldChange(event)"/>
+          </span><span class="right">
+            <a id="MSearchClose" 
href="javascript:searchBox.CloseResultsWindow()"><img id="MSearchCloseImg" 
border="0" src="search/close.png" alt=""/></a>
+          </span>
+        </div>
+</td>
+ </tr>
+ </tbody>
+</table>
+</div>
+<!-- end header part -->
+<!-- Generated by Doxygen 1.8.14 -->
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+var searchBox = new SearchBox("searchBox", "search",false,'Search');
+/* @license-end */
+</script>
+</div><!-- top -->
+<div id="side-nav" class="ui-resizable side-nav-resizable">
+  <div id="nav-tree">
+    <div id="nav-tree-contents">
+      <div id="nav-sync" class="sync"></div>
+    </div>
+  </div>
+  <div id="splitbar" style="-moz-user-select:none;" 
+       class="ui-resizable-handle">
+  </div>
+</div>
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+$(document).ready(function(){initNavTree('clustered__variance__coxph_8sql__in.html','');});
+/* @license-end */
+</script>
+<div id="doc-content">
+<!-- window showing the filter options -->
+<div id="MSearchSelectWindow"
+     onmouseover="return searchBox.OnSearchSelectShow()"
+     onmouseout="return searchBox.OnSearchSelectHide()"
+     onkeydown="return searchBox.OnSearchSelectKey(event)">
+</div>
+
+<!-- iframe showing the search results (closed by default) -->
+<div id="MSearchResultsWindow">
+<iframe src="javascript:void(0)" frameborder="0" 
+        name="MSearchResults" id="MSearchResults">
+</iframe>
+</div>
+
+<div class="header">
+  <div class="summary">
+<a href="#func-members">Functions</a>  </div>
+  <div class="headertitle">
+<div class="title">clustered_variance_coxph.sql_in File Reference</div>  </div>
+</div><!--header-->
+<div class="contents">
+
+<p>SQL functions for clustered robust cox proportional hazards regression.  
+<a href="#details">More...</a></p>
+<table class="memberdecls">
+<tr class="heading"><td colspan="2"><h2 class="groupheader"><a 
name="func-members"></a>
+Functions</h2></td></tr>
+<tr class="memitem:a91f46572f245f34c9fe92d0ec806a998"><td class="memItemLeft" 
align="right" valign="top">varchar&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="clustered__variance__coxph_8sql__in.html#a91f46572f245f34c9fe92d0ec806a998">clustered_variance_coxph</a>
 ()</td></tr>
+<tr class="separator:a91f46572f245f34c9fe92d0ec806a998"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a9e6c0f27cb3ba9ad583055c96c847795"><td class="memItemLeft" 
align="right" valign="top">varchar&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="clustered__variance__coxph_8sql__in.html#a9e6c0f27cb3ba9ad583055c96c847795">clustered_variance_coxph</a>
 (varchar message)</td></tr>
+<tr class="separator:a9e6c0f27cb3ba9ad583055c96c847795"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:acc0a2119671931eea54e021a4db6168c"><td class="memItemLeft" 
align="right" valign="top">void&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="clustered__variance__coxph_8sql__in.html#acc0a2119671931eea54e021a4db6168c">clustered_variance_coxph</a>
 (text model_table, text output_table, text clustervar)</td></tr>
+<tr class="separator:acc0a2119671931eea54e021a4db6168c"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a7081022015c00a14ecca27e017a4458b"><td class="memItemLeft" 
align="right" valign="top">float8 []&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="clustered__variance__coxph_8sql__in.html#a7081022015c00a14ecca27e017a4458b">coxph_a_b_transition</a>
 (float8[], integer, boolean, float8[], float8)</td></tr>
+<tr class="separator:a7081022015c00a14ecca27e017a4458b"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a62bff141ced5972df28ceecdfe522888"><td class="memItemLeft" 
align="right" valign="top">float8 []&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="clustered__variance__coxph_8sql__in.html#a62bff141ced5972df28ceecdfe522888">coxph_a_b_merge</a>
 (float8[], float8[])</td></tr>
+<tr class="separator:a62bff141ced5972df28ceecdfe522888"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a2373d116ad1e2b2090f8c23a0c15edb5"><td class="memItemLeft" 
align="right" valign="top">__coxph_a_b_result&#160;</td><td 
class="memItemRight" valign="bottom"><a class="el" 
href="clustered__variance__coxph_8sql__in.html#a2373d116ad1e2b2090f8c23a0c15edb5">coxph_a_b_final</a>
 (float8[])</td></tr>
+<tr class="separator:a2373d116ad1e2b2090f8c23a0c15edb5"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a5f5ca89e3265e170c325125e61ef191d"><td class="memItemLeft" 
align="right" valign="top">aggregate __coxph_a_b_result&#160;</td><td 
class="memItemRight" valign="bottom"><a class="el" 
href="clustered__variance__coxph_8sql__in.html#a5f5ca89e3265e170c325125e61ef191d">coxph_a_b</a>
 (integer, boolean, float8[], float8)</td></tr>
+<tr class="separator:a5f5ca89e3265e170c325125e61ef191d"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a523e61b6d56c8ff59fa8ae3121073a49"><td class="memItemLeft" 
align="right" valign="top">float8 []&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="clustered__variance__coxph_8sql__in.html#a523e61b6d56c8ff59fa8ae3121073a49">coxph_compute_w</a>
 (float8[] x, boolean status, float8[] coef, float8[] h, float8 s, float8 a, 
float8[] b)</td></tr>
+<tr class="separator:a523e61b6d56c8ff59fa8ae3121073a49"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a713f413fc571244b7cec6c0084a61eb9"><td class="memItemLeft" 
align="right" valign="top">__coxph_cl_var_result&#160;</td><td 
class="memItemRight" valign="bottom"><a class="el" 
href="clustered__variance__coxph_8sql__in.html#a713f413fc571244b7cec6c0084a61eb9">coxph_compute_clustered_stats</a>
 (float8[] coef, float8[] hessian, float8[] a)</td></tr>
+<tr class="separator:a713f413fc571244b7cec6c0084a61eb9"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:abaeae5d6cd30db4b06a49d24d714812e"><td class="memItemLeft" 
align="right" valign="top">void&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="clustered__variance__coxph_8sql__in.html#abaeae5d6cd30db4b06a49d24d714812e">robust_variance_coxph</a>
 (varchar model_table, varchar output_table, varchar clustervar)</td></tr>
+<tr class="separator:abaeae5d6cd30db4b06a49d24d714812e"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+</table>
+<a name="details" id="details"></a><h2 class="groupheader">Detailed 
Description</h2>
+<div class="textblock"><dl class="section date"><dt>Date</dt><dd>Oct 
2013</dd></dl>
+<dl class="section see"><dt>See also</dt><dd>For a brief introduction to 
clustered robust cox regression, see the module description <a class="el" 
href="group__grp__clustered__errors.html">Clustered Variance</a> </dd></dl>
+</div><h2 class="groupheader">Function Documentation</h2>
+<a id="a91f46572f245f34c9fe92d0ec806a998"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a91f46572f245f34c9fe92d0ec806a998">&#9670;&nbsp;</a></span>clustered_variance_coxph()
 <span class="overload">[1/3]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">varchar clustered_variance_coxph </td>
+          <td>(</td>
+          <td class="paramname"></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a9e6c0f27cb3ba9ad583055c96c847795"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a9e6c0f27cb3ba9ad583055c96c847795">&#9670;&nbsp;</a></span>clustered_variance_coxph()
 <span class="overload">[2/3]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">varchar clustered_variance_coxph </td>
+          <td>(</td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>message</em></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="acc0a2119671931eea54e021a4db6168c"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#acc0a2119671931eea54e021a4db6168c">&#9670;&nbsp;</a></span>clustered_variance_coxph()
 <span class="overload">[3/3]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">void clustered_variance_coxph </td>
+          <td>(</td>
+          <td class="paramtype">text&#160;</td>
+          <td class="paramname"><em>model_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">text&#160;</td>
+          <td class="paramname"><em>output_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">text&#160;</td>
+          <td class="paramname"><em>clustervar</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a5f5ca89e3265e170c325125e61ef191d"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a5f5ca89e3265e170c325125e61ef191d">&#9670;&nbsp;</a></span>coxph_a_b()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">aggregate __coxph_a_b_result coxph_a_b </td>
+          <td>(</td>
+          <td class="paramtype">integer&#160;</td>
+          <td class="paramname">, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">boolean&#160;</td>
+          <td class="paramname">, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8&#160;</td>
+          <td class="paramname">[], </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8&#160;</td>
+          <td class="paramname">&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a2373d116ad1e2b2090f8c23a0c15edb5"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a2373d116ad1e2b2090f8c23a0c15edb5">&#9670;&nbsp;</a></span>coxph_a_b_final()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">__coxph_a_b_result coxph_a_b_final </td>
+          <td>(</td>
+          <td class="paramtype">float8&#160;</td>
+          <td class="paramname">[]</td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a62bff141ced5972df28ceecdfe522888"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a62bff141ced5972df28ceecdfe522888">&#9670;&nbsp;</a></span>coxph_a_b_merge()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">float8 [] coxph_a_b_merge </td>
+          <td>(</td>
+          <td class="paramtype">float8&#160;</td>
+          <td class="paramname">[], </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8&#160;</td>
+          <td class="paramname">[]&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a7081022015c00a14ecca27e017a4458b"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a7081022015c00a14ecca27e017a4458b">&#9670;&nbsp;</a></span>coxph_a_b_transition()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">float8 [] coxph_a_b_transition </td>
+          <td>(</td>
+          <td class="paramtype">float8&#160;</td>
+          <td class="paramname">[], </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">integer&#160;</td>
+          <td class="paramname">, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">boolean&#160;</td>
+          <td class="paramname">, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8&#160;</td>
+          <td class="paramname">[], </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8&#160;</td>
+          <td class="paramname">&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a713f413fc571244b7cec6c0084a61eb9"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a713f413fc571244b7cec6c0084a61eb9">&#9670;&nbsp;</a></span>coxph_compute_clustered_stats()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">__coxph_cl_var_result 
coxph_compute_clustered_stats </td>
+          <td>(</td>
+          <td class="paramtype">float8 []&#160;</td>
+          <td class="paramname"><em>coef</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8 []&#160;</td>
+          <td class="paramname"><em>hessian</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8 []&#160;</td>
+          <td class="paramname"><em>a</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a523e61b6d56c8ff59fa8ae3121073a49"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a523e61b6d56c8ff59fa8ae3121073a49">&#9670;&nbsp;</a></span>coxph_compute_w()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">float8 [] coxph_compute_w </td>
+          <td>(</td>
+          <td class="paramtype">float8 []&#160;</td>
+          <td class="paramname"><em>x</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">boolean&#160;</td>
+          <td class="paramname"><em>status</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8 []&#160;</td>
+          <td class="paramname"><em>coef</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8 []&#160;</td>
+          <td class="paramname"><em>h</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8&#160;</td>
+          <td class="paramname"><em>s</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8&#160;</td>
+          <td class="paramname"><em>a</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8 []&#160;</td>
+          <td class="paramname"><em>b</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="abaeae5d6cd30db4b06a49d24d714812e"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#abaeae5d6cd30db4b06a49d24d714812e">&#9670;&nbsp;</a></span>robust_variance_coxph()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">void robust_variance_coxph </td>
+          <td>(</td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>model_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>output_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>clustervar</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+</div><!-- contents -->
+</div><!-- doc-content -->
+<!-- start footer part -->
+<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
+  <ul>
+    <li class="navelem"><a class="el" 
href="dir_68267d1309a1af8e8297ef4c3efbcdba.html">src</a></li><li 
class="navelem"><a class="el" 
href="dir_efbcf68973d247bbf15f9eecae7f24e3.html">ports</a></li><li 
class="navelem"><a class="el" 
href="dir_a4a48839224ef8488facbffa8a397967.html">postgres</a></li><li 
class="navelem"><a class="el" 
href="dir_dc596537ad427a4d866006d1a3e1fe29.html">modules</a></li><li 
class="navelem"><a class="el" 
href="dir_505cd743a8a717435eca324f49291a46.html">stats</a></li><li 
class="navelem"><a class="el" 
href="clustered__variance__coxph_8sql__in.html">clustered_variance_coxph.sql_in</a></li>
+    <li class="footer">Generated on Mon Oct 15 2018 11:24:29 for MADlib by
+    <a href="http://www.doxygen.org/index.html";>
+    <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.14 </li>
+  </ul>
+</div>
+</body>
+</html>

http://git-wip-us.apache.org/repos/asf/madlib-site/blob/af0e5f14/docs/v1.15.1/cols2vec_8sql__in.html
----------------------------------------------------------------------
diff --git a/docs/v1.15.1/cols2vec_8sql__in.html 
b/docs/v1.15.1/cols2vec_8sql__in.html
new file mode 100644
index 0000000..7d8066d
--- /dev/null
+++ b/docs/v1.15.1/cols2vec_8sql__in.html
@@ -0,0 +1,316 @@
+<!-- HTML header for doxygen 1.8.4-->
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd";>
+<html xmlns="http://www.w3.org/1999/xhtml";>
+<head>
+<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
+<meta http-equiv="X-UA-Compatible" content="IE=9"/>
+<meta name="generator" content="Doxygen 1.8.14"/>
+<meta name="keywords" content="madlib,postgres,greenplum,machine learning,data 
mining,deep learning,ensemble methods,data science,market basket 
analysis,affinity analysis,pca,lda,regression,elastic net,huber 
white,proportional hazards,k-means,latent dirichlet allocation,bayes,support 
vector machines,svm"/>
+<title>MADlib: cols2vec.sql_in File Reference</title>
+<link href="tabs.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="jquery.js"></script>
+<script type="text/javascript" src="dynsections.js"></script>
+<link href="navtree.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="resize.js"></script>
+<script type="text/javascript" src="navtreedata.js"></script>
+<script type="text/javascript" src="navtree.js"></script>
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+  $(document).ready(initResizable);
+/* @license-end */</script>
+<link href="search/search.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="search/searchdata.js"></script>
+<script type="text/javascript" src="search/search.js"></script>
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+  $(document).ready(function() { init_search(); });
+/* @license-end */
+</script>
+<script type="text/x-mathjax-config">
+  MathJax.Hub.Config({
+    extensions: ["tex2jax.js", "TeX/AMSmath.js", "TeX/AMSsymbols.js"],
+    jax: ["input/TeX","output/HTML-CSS"],
+});
+</script><script type="text/javascript" async 
src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.2/MathJax.js";></script>
+<!-- hack in the navigation tree -->
+<script type="text/javascript" src="eigen_navtree_hacks.js"></script>
+<link href="doxygen.css" rel="stylesheet" type="text/css" />
+<link href="madlib_extra.css" rel="stylesheet" type="text/css"/>
+<!-- google analytics -->
+<script>
+  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new 
Date();a=s.createElement(o),
+  
m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+  })(window,document,'script','//www.google-analytics.com/analytics.js','ga');
+  ga('create', 'UA-45382226-1', 'madlib.apache.org');
+  ga('send', 'pageview');
+</script>
+</head>
+<body>
+<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
+<div id="titlearea">
+<table cellspacing="0" cellpadding="0">
+ <tbody>
+ <tr style="height: 56px;">
+  <td id="projectlogo"><a href="http://madlib.apache.org";><img alt="Logo" 
src="madlib.png" height="50" style="padding-left:0.5em;" border="0"/ ></a></td>
+  <td style="padding-left: 0.5em;">
+   <div id="projectname">
+   <span id="projectnumber">1.15.1</span>
+   </div>
+   <div id="projectbrief">User Documentation for Apache MADlib</div>
+  </td>
+   <td>        <div id="MSearchBox" class="MSearchBoxInactive">
+        <span class="left">
+          <img id="MSearchSelect" src="search/mag_sel.png"
+               onmouseover="return searchBox.OnSearchSelectShow()"
+               onmouseout="return searchBox.OnSearchSelectHide()"
+               alt=""/>
+          <input type="text" id="MSearchField" value="Search" accesskey="S"
+               onfocus="searchBox.OnSearchFieldFocus(true)" 
+               onblur="searchBox.OnSearchFieldFocus(false)" 
+               onkeyup="searchBox.OnSearchFieldChange(event)"/>
+          </span><span class="right">
+            <a id="MSearchClose" 
href="javascript:searchBox.CloseResultsWindow()"><img id="MSearchCloseImg" 
border="0" src="search/close.png" alt=""/></a>
+          </span>
+        </div>
+</td>
+ </tr>
+ </tbody>
+</table>
+</div>
+<!-- end header part -->
+<!-- Generated by Doxygen 1.8.14 -->
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+var searchBox = new SearchBox("searchBox", "search",false,'Search');
+/* @license-end */
+</script>
+</div><!-- top -->
+<div id="side-nav" class="ui-resizable side-nav-resizable">
+  <div id="nav-tree">
+    <div id="nav-tree-contents">
+      <div id="nav-sync" class="sync"></div>
+    </div>
+  </div>
+  <div id="splitbar" style="-moz-user-select:none;" 
+       class="ui-resizable-handle">
+  </div>
+</div>
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+$(document).ready(function(){initNavTree('cols2vec_8sql__in.html','');});
+/* @license-end */
+</script>
+<div id="doc-content">
+<!-- window showing the filter options -->
+<div id="MSearchSelectWindow"
+     onmouseover="return searchBox.OnSearchSelectShow()"
+     onmouseout="return searchBox.OnSearchSelectHide()"
+     onkeydown="return searchBox.OnSearchSelectKey(event)">
+</div>
+
+<!-- iframe showing the search results (closed by default) -->
+<div id="MSearchResultsWindow">
+<iframe src="javascript:void(0)" frameborder="0" 
+        name="MSearchResults" id="MSearchResults">
+</iframe>
+</div>
+
+<div class="header">
+  <div class="summary">
+<a href="#func-members">Functions</a>  </div>
+  <div class="headertitle">
+<div class="title">cols2vec.sql_in File Reference</div>  </div>
+</div><!--header-->
+<div class="contents">
+
+<p>A set of utilities to ease basic table transformations (such as 
*aggregating multiple columns in an array)  
+<a href="#details">More...</a></p>
+<table class="memberdecls">
+<tr class="heading"><td colspan="2"><h2 class="groupheader"><a 
name="func-members"></a>
+Functions</h2></td></tr>
+<tr class="memitem:ae8b2fa9bc82ffb1ed0ca970803dca07a"><td class="memItemLeft" 
align="right" valign="top">void&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="cols2vec_8sql__in.html#ae8b2fa9bc82ffb1ed0ca970803dca07a">cols2vec</a> 
(varchar source_table, varchar output_table, varchar list_of_features, varchar 
list_of_features_to_exclude, varchar cols_to_output)</td></tr>
+<tr class="separator:ae8b2fa9bc82ffb1ed0ca970803dca07a"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:aa8faa742795f4084309c9a87bc2e8c83"><td class="memItemLeft" 
align="right" valign="top">void&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="cols2vec_8sql__in.html#aa8faa742795f4084309c9a87bc2e8c83">cols2vec</a> 
(varchar source_table, varchar output_table, varchar list_of_features, varchar 
list_of_features_to_exclude)</td></tr>
+<tr class="separator:aa8faa742795f4084309c9a87bc2e8c83"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a5b9abee9bb093b05b1e4d4c67ad81126"><td class="memItemLeft" 
align="right" valign="top">void&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="cols2vec_8sql__in.html#a5b9abee9bb093b05b1e4d4c67ad81126">cols2vec</a> 
(varchar source_table, varchar output_table, varchar list_of_features)</td></tr>
+<tr class="separator:a5b9abee9bb093b05b1e4d4c67ad81126"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a68b12d4f57f8ba33643b698c7ccb98c5"><td class="memItemLeft" 
align="right" valign="top">text&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="cols2vec_8sql__in.html#a68b12d4f57f8ba33643b698c7ccb98c5">cols2vec</a> 
(text message)</td></tr>
+<tr class="separator:a68b12d4f57f8ba33643b698c7ccb98c5"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a116d49e418babfcc6a93e75f79154d66"><td class="memItemLeft" 
align="right" valign="top">text&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="cols2vec_8sql__in.html#a116d49e418babfcc6a93e75f79154d66">cols2vec</a> 
()</td></tr>
+<tr class="separator:a116d49e418babfcc6a93e75f79154d66"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+</table>
+<a name="details" id="details"></a><h2 class="groupheader">Detailed 
Description</h2>
+<div class="textblock"><p>Licensed to the Apache Software Foundation (ASF) 
under one or more contributor license agreements. See the NOTICE file 
distributed with this work for additional information regarding copyright 
ownership. The ASF licenses this file to you under the Apache License, Version 
2.0 (the "License"); you may not use this file except in compliance with the 
License. You may obtain a copy of the License at</p>
+<p><a 
href="http://www.apache.org/licenses/LICENSE-2.0";>http://www.apache.org/licenses/LICENSE-2.0</a></p>
+<p>Unless required by applicable law or agreed to in writing, software 
distributed under the License is distributed on an "AS IS" BASIS, WITHOUT 
WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the 
License for the specific language governing permissions and limitations under 
the License.</p>
+<dl class="section date"><dt>Date</dt><dd>July 2018 </dd></dl>
+</div><h2 class="groupheader">Function Documentation</h2>
+<a id="ae8b2fa9bc82ffb1ed0ca970803dca07a"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#ae8b2fa9bc82ffb1ed0ca970803dca07a">&#9670;&nbsp;</a></span>cols2vec() 
<span class="overload">[1/5]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">void cols2vec </td>
+          <td>(</td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>source_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>output_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>list_of_features</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>list_of_features_to_exclude</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>cols_to_output</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="aa8faa742795f4084309c9a87bc2e8c83"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#aa8faa742795f4084309c9a87bc2e8c83">&#9670;&nbsp;</a></span>cols2vec() 
<span class="overload">[2/5]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">void cols2vec </td>
+          <td>(</td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>source_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>output_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>list_of_features</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>list_of_features_to_exclude</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a5b9abee9bb093b05b1e4d4c67ad81126"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a5b9abee9bb093b05b1e4d4c67ad81126">&#9670;&nbsp;</a></span>cols2vec() 
<span class="overload">[3/5]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">void cols2vec </td>
+          <td>(</td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>source_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>output_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>list_of_features</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a68b12d4f57f8ba33643b698c7ccb98c5"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a68b12d4f57f8ba33643b698c7ccb98c5">&#9670;&nbsp;</a></span>cols2vec() 
<span class="overload">[4/5]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">text cols2vec </td>
+          <td>(</td>
+          <td class="paramtype">text&#160;</td>
+          <td class="paramname"><em>message</em></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a116d49e418babfcc6a93e75f79154d66"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a116d49e418babfcc6a93e75f79154d66">&#9670;&nbsp;</a></span>cols2vec() 
<span class="overload">[5/5]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">text cols2vec </td>
+          <td>(</td>
+          <td class="paramname"></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+</div><!-- contents -->
+</div><!-- doc-content -->
+<!-- start footer part -->
+<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
+  <ul>
+    <li class="navelem"><a class="el" 
href="dir_68267d1309a1af8e8297ef4c3efbcdba.html">src</a></li><li 
class="navelem"><a class="el" 
href="dir_efbcf68973d247bbf15f9eecae7f24e3.html">ports</a></li><li 
class="navelem"><a class="el" 
href="dir_a4a48839224ef8488facbffa8a397967.html">postgres</a></li><li 
class="navelem"><a class="el" 
href="dir_dc596537ad427a4d866006d1a3e1fe29.html">modules</a></li><li 
class="navelem"><a class="el" 
href="dir_8d53e1c0026e7e34b4cd68f8b91426d6.html">utilities</a></li><li 
class="navelem"><a class="el" 
href="cols2vec_8sql__in.html">cols2vec.sql_in</a></li>
+    <li class="footer">Generated on Mon Oct 15 2018 11:24:29 for MADlib by
+    <a href="http://www.doxygen.org/index.html";>
+    <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.14 </li>
+  </ul>
+</div>
+</body>
+</html>

http://git-wip-us.apache.org/repos/asf/madlib-site/blob/af0e5f14/docs/v1.15.1/conjugate__gradient_8sql__in.html
----------------------------------------------------------------------
diff --git a/docs/v1.15.1/conjugate__gradient_8sql__in.html 
b/docs/v1.15.1/conjugate__gradient_8sql__in.html
new file mode 100644
index 0000000..dfae3eb
--- /dev/null
+++ b/docs/v1.15.1/conjugate__gradient_8sql__in.html
@@ -0,0 +1,263 @@
+<!-- HTML header for doxygen 1.8.4-->
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd";>
+<html xmlns="http://www.w3.org/1999/xhtml";>
+<head>
+<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
+<meta http-equiv="X-UA-Compatible" content="IE=9"/>
+<meta name="generator" content="Doxygen 1.8.14"/>
+<meta name="keywords" content="madlib,postgres,greenplum,machine learning,data 
mining,deep learning,ensemble methods,data science,market basket 
analysis,affinity analysis,pca,lda,regression,elastic net,huber 
white,proportional hazards,k-means,latent dirichlet allocation,bayes,support 
vector machines,svm"/>
+<title>MADlib: conjugate_gradient.sql_in File Reference</title>
+<link href="tabs.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="jquery.js"></script>
+<script type="text/javascript" src="dynsections.js"></script>
+<link href="navtree.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="resize.js"></script>
+<script type="text/javascript" src="navtreedata.js"></script>
+<script type="text/javascript" src="navtree.js"></script>
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+  $(document).ready(initResizable);
+/* @license-end */</script>
+<link href="search/search.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="search/searchdata.js"></script>
+<script type="text/javascript" src="search/search.js"></script>
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+  $(document).ready(function() { init_search(); });
+/* @license-end */
+</script>
+<script type="text/x-mathjax-config">
+  MathJax.Hub.Config({
+    extensions: ["tex2jax.js", "TeX/AMSmath.js", "TeX/AMSsymbols.js"],
+    jax: ["input/TeX","output/HTML-CSS"],
+});
+</script><script type="text/javascript" async 
src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.2/MathJax.js";></script>
+<!-- hack in the navigation tree -->
+<script type="text/javascript" src="eigen_navtree_hacks.js"></script>
+<link href="doxygen.css" rel="stylesheet" type="text/css" />
+<link href="madlib_extra.css" rel="stylesheet" type="text/css"/>
+<!-- google analytics -->
+<script>
+  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new 
Date();a=s.createElement(o),
+  
m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+  })(window,document,'script','//www.google-analytics.com/analytics.js','ga');
+  ga('create', 'UA-45382226-1', 'madlib.apache.org');
+  ga('send', 'pageview');
+</script>
+</head>
+<body>
+<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
+<div id="titlearea">
+<table cellspacing="0" cellpadding="0">
+ <tbody>
+ <tr style="height: 56px;">
+  <td id="projectlogo"><a href="http://madlib.apache.org";><img alt="Logo" 
src="madlib.png" height="50" style="padding-left:0.5em;" border="0"/ ></a></td>
+  <td style="padding-left: 0.5em;">
+   <div id="projectname">
+   <span id="projectnumber">1.15.1</span>
+   </div>
+   <div id="projectbrief">User Documentation for Apache MADlib</div>
+  </td>
+   <td>        <div id="MSearchBox" class="MSearchBoxInactive">
+        <span class="left">
+          <img id="MSearchSelect" src="search/mag_sel.png"
+               onmouseover="return searchBox.OnSearchSelectShow()"
+               onmouseout="return searchBox.OnSearchSelectHide()"
+               alt=""/>
+          <input type="text" id="MSearchField" value="Search" accesskey="S"
+               onfocus="searchBox.OnSearchFieldFocus(true)" 
+               onblur="searchBox.OnSearchFieldFocus(false)" 
+               onkeyup="searchBox.OnSearchFieldChange(event)"/>
+          </span><span class="right">
+            <a id="MSearchClose" 
href="javascript:searchBox.CloseResultsWindow()"><img id="MSearchCloseImg" 
border="0" src="search/close.png" alt=""/></a>
+          </span>
+        </div>
+</td>
+ </tr>
+ </tbody>
+</table>
+</div>
+<!-- end header part -->
+<!-- Generated by Doxygen 1.8.14 -->
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+var searchBox = new SearchBox("searchBox", "search",false,'Search');
+/* @license-end */
+</script>
+</div><!-- top -->
+<div id="side-nav" class="ui-resizable side-nav-resizable">
+  <div id="nav-tree">
+    <div id="nav-tree-contents">
+      <div id="nav-sync" class="sync"></div>
+    </div>
+  </div>
+  <div id="splitbar" style="-moz-user-select:none;" 
+       class="ui-resizable-handle">
+  </div>
+</div>
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+$(document).ready(function(){initNavTree('conjugate__gradient_8sql__in.html','');});
+/* @license-end */
+</script>
+<div id="doc-content">
+<!-- window showing the filter options -->
+<div id="MSearchSelectWindow"
+     onmouseover="return searchBox.OnSearchSelectShow()"
+     onmouseout="return searchBox.OnSearchSelectHide()"
+     onkeydown="return searchBox.OnSearchSelectKey(event)">
+</div>
+
+<!-- iframe showing the search results (closed by default) -->
+<div id="MSearchResultsWindow">
+<iframe src="javascript:void(0)" frameborder="0" 
+        name="MSearchResults" id="MSearchResults">
+</iframe>
+</div>
+
+<div class="header">
+  <div class="summary">
+<a href="#func-members">Functions</a>  </div>
+  <div class="headertitle">
+<div class="title">conjugate_gradient.sql_in File Reference</div>  </div>
+</div><!--header-->
+<div class="contents">
+
+<p>SQL function computing Conjugate Gradient.  
+<a href="#details">More...</a></p>
+<table class="memberdecls">
+<tr class="heading"><td colspan="2"><h2 class="groupheader"><a 
name="func-members"></a>
+Functions</h2></td></tr>
+<tr class="memitem:ab94e8a12cc9c2d0dac35168721ec8585"><td class="memItemLeft" 
align="right" valign="top">float []&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="conjugate__gradient_8sql__in.html#ab94e8a12cc9c2d0dac35168721ec8585">conjugate_gradient</a>
 (text matrix, text val_id, text row_id, float[] b, float precision_limit, int 
verbosity)</td></tr>
+<tr class="memdesc:ab94e8a12cc9c2d0dac35168721ec8585"><td 
class="mdescLeft">&#160;</td><td class="mdescRight">Compute conjugate gradient. 
 <a href="#ab94e8a12cc9c2d0dac35168721ec8585">More...</a><br /></td></tr>
+<tr class="separator:ab94e8a12cc9c2d0dac35168721ec8585"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:abe53a640e2287e06587eb1541fb6b4a3"><td class="memItemLeft" 
align="right" valign="top">float []&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="conjugate__gradient_8sql__in.html#abe53a640e2287e06587eb1541fb6b4a3">conjugate_gradient</a>
 (text matrix, text val_id, text row_id, float[] b, float 
precision_limit)</td></tr>
+<tr class="separator:abe53a640e2287e06587eb1541fb6b4a3"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+</table>
+<a name="details" id="details"></a><h2 class="groupheader">Detailed 
Description</h2>
+<div class="textblock"><dl class="section date"><dt>Date</dt><dd>March 2011 
</dd></dl>
+</div><h2 class="groupheader">Function Documentation</h2>
+<a id="ab94e8a12cc9c2d0dac35168721ec8585"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#ab94e8a12cc9c2d0dac35168721ec8585">&#9670;&nbsp;</a></span>conjugate_gradient()
 <span class="overload">[1/2]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">float [] conjugate_gradient </td>
+          <td>(</td>
+          <td class="paramtype">text&#160;</td>
+          <td class="paramname"><em>matrix</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">text&#160;</td>
+          <td class="paramname"><em>val_id</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">text&#160;</td>
+          <td class="paramname"><em>row_id</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float []&#160;</td>
+          <td class="paramname"><em>b</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>precision_limit</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">int&#160;</td>
+          <td class="paramname"><em>verbosity</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+<dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
+    <tr><td class="paramname">matrix</td><td>Name of the table containing 
argument matrix A </td></tr>
+    <tr><td class="paramname">val_id</td><td>Name of the column contains row 
values </td></tr>
+    <tr><td class="paramname">row_id</td><td>Name of the column contains row 
number </td></tr>
+    <tr><td class="paramname">b</td><td>Array containing values of b </td></tr>
+    <tr><td class="paramname">precision_limit</td><td>Precision threshold 
after which process will terminate </td></tr>
+    <tr><td class="paramname">verbosity</td><td>Verbose flag (0 = false, 1 = 
true) </td></tr>
+  </table>
+  </dd>
+</dl>
+<dl class="section return"><dt>Returns</dt><dd>Array containing values of x 
</dd></dl>
+
+</div>
+</div>
+<a id="abe53a640e2287e06587eb1541fb6b4a3"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#abe53a640e2287e06587eb1541fb6b4a3">&#9670;&nbsp;</a></span>conjugate_gradient()
 <span class="overload">[2/2]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">float [] conjugate_gradient </td>
+          <td>(</td>
+          <td class="paramtype">text&#160;</td>
+          <td class="paramname"><em>matrix</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">text&#160;</td>
+          <td class="paramname"><em>val_id</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">text&#160;</td>
+          <td class="paramname"><em>row_id</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float []&#160;</td>
+          <td class="paramname"><em>b</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float&#160;</td>
+          <td class="paramname"><em>precision_limit</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+</div><!-- contents -->
+</div><!-- doc-content -->
+<!-- start footer part -->
+<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
+  <ul>
+    <li class="navelem"><a class="el" 
href="dir_68267d1309a1af8e8297ef4c3efbcdba.html">src</a></li><li 
class="navelem"><a class="el" 
href="dir_efbcf68973d247bbf15f9eecae7f24e3.html">ports</a></li><li 
class="navelem"><a class="el" 
href="dir_a4a48839224ef8488facbffa8a397967.html">postgres</a></li><li 
class="navelem"><a class="el" 
href="dir_dc596537ad427a4d866006d1a3e1fe29.html">modules</a></li><li 
class="navelem"><a class="el" 
href="dir_42e4eb27424bda9fbbfa95509de09bad.html">conjugate_gradient</a></li><li 
class="navelem"><a class="el" 
href="conjugate__gradient_8sql__in.html">conjugate_gradient.sql_in</a></li>
+    <li class="footer">Generated on Mon Oct 15 2018 11:24:29 for MADlib by
+    <a href="http://www.doxygen.org/index.html";>
+    <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.14 </li>
+  </ul>
+</div>
+</body>
+</html>

http://git-wip-us.apache.org/repos/asf/madlib-site/blob/af0e5f14/docs/v1.15.1/correlation_8sql__in.html
----------------------------------------------------------------------
diff --git a/docs/v1.15.1/correlation_8sql__in.html 
b/docs/v1.15.1/correlation_8sql__in.html
new file mode 100644
index 0000000..0561ef8
--- /dev/null
+++ b/docs/v1.15.1/correlation_8sql__in.html
@@ -0,0 +1,685 @@
+<!-- HTML header for doxygen 1.8.4-->
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" 
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd";>
+<html xmlns="http://www.w3.org/1999/xhtml";>
+<head>
+<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
+<meta http-equiv="X-UA-Compatible" content="IE=9"/>
+<meta name="generator" content="Doxygen 1.8.14"/>
+<meta name="keywords" content="madlib,postgres,greenplum,machine learning,data 
mining,deep learning,ensemble methods,data science,market basket 
analysis,affinity analysis,pca,lda,regression,elastic net,huber 
white,proportional hazards,k-means,latent dirichlet allocation,bayes,support 
vector machines,svm"/>
+<title>MADlib: correlation.sql_in File Reference</title>
+<link href="tabs.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="jquery.js"></script>
+<script type="text/javascript" src="dynsections.js"></script>
+<link href="navtree.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="resize.js"></script>
+<script type="text/javascript" src="navtreedata.js"></script>
+<script type="text/javascript" src="navtree.js"></script>
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+  $(document).ready(initResizable);
+/* @license-end */</script>
+<link href="search/search.css" rel="stylesheet" type="text/css"/>
+<script type="text/javascript" src="search/searchdata.js"></script>
+<script type="text/javascript" src="search/search.js"></script>
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+  $(document).ready(function() { init_search(); });
+/* @license-end */
+</script>
+<script type="text/x-mathjax-config">
+  MathJax.Hub.Config({
+    extensions: ["tex2jax.js", "TeX/AMSmath.js", "TeX/AMSsymbols.js"],
+    jax: ["input/TeX","output/HTML-CSS"],
+});
+</script><script type="text/javascript" async 
src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.2/MathJax.js";></script>
+<!-- hack in the navigation tree -->
+<script type="text/javascript" src="eigen_navtree_hacks.js"></script>
+<link href="doxygen.css" rel="stylesheet" type="text/css" />
+<link href="madlib_extra.css" rel="stylesheet" type="text/css"/>
+<!-- google analytics -->
+<script>
+  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new 
Date();a=s.createElement(o),
+  
m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+  })(window,document,'script','//www.google-analytics.com/analytics.js','ga');
+  ga('create', 'UA-45382226-1', 'madlib.apache.org');
+  ga('send', 'pageview');
+</script>
+</head>
+<body>
+<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
+<div id="titlearea">
+<table cellspacing="0" cellpadding="0">
+ <tbody>
+ <tr style="height: 56px;">
+  <td id="projectlogo"><a href="http://madlib.apache.org";><img alt="Logo" 
src="madlib.png" height="50" style="padding-left:0.5em;" border="0"/ ></a></td>
+  <td style="padding-left: 0.5em;">
+   <div id="projectname">
+   <span id="projectnumber">1.15.1</span>
+   </div>
+   <div id="projectbrief">User Documentation for Apache MADlib</div>
+  </td>
+   <td>        <div id="MSearchBox" class="MSearchBoxInactive">
+        <span class="left">
+          <img id="MSearchSelect" src="search/mag_sel.png"
+               onmouseover="return searchBox.OnSearchSelectShow()"
+               onmouseout="return searchBox.OnSearchSelectHide()"
+               alt=""/>
+          <input type="text" id="MSearchField" value="Search" accesskey="S"
+               onfocus="searchBox.OnSearchFieldFocus(true)" 
+               onblur="searchBox.OnSearchFieldFocus(false)" 
+               onkeyup="searchBox.OnSearchFieldChange(event)"/>
+          </span><span class="right">
+            <a id="MSearchClose" 
href="javascript:searchBox.CloseResultsWindow()"><img id="MSearchCloseImg" 
border="0" src="search/close.png" alt=""/></a>
+          </span>
+        </div>
+</td>
+ </tr>
+ </tbody>
+</table>
+</div>
+<!-- end header part -->
+<!-- Generated by Doxygen 1.8.14 -->
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+var searchBox = new SearchBox("searchBox", "search",false,'Search');
+/* @license-end */
+</script>
+</div><!-- top -->
+<div id="side-nav" class="ui-resizable side-nav-resizable">
+  <div id="nav-tree">
+    <div id="nav-tree-contents">
+      <div id="nav-sync" class="sync"></div>
+    </div>
+  </div>
+  <div id="splitbar" style="-moz-user-select:none;" 
+       class="ui-resizable-handle">
+  </div>
+</div>
+<script type="text/javascript">
+/* @license 
magnet:?xt=urn:btih:cf05388f2679ee054f2beb29a391d25f4e673ac3&amp;dn=gpl-2.0.txt 
GPL-v2 */
+$(document).ready(function(){initNavTree('correlation_8sql__in.html','');});
+/* @license-end */
+</script>
+<div id="doc-content">
+<!-- window showing the filter options -->
+<div id="MSearchSelectWindow"
+     onmouseover="return searchBox.OnSearchSelectShow()"
+     onmouseout="return searchBox.OnSearchSelectHide()"
+     onkeydown="return searchBox.OnSearchSelectKey(event)">
+</div>
+
+<!-- iframe showing the search results (closed by default) -->
+<div id="MSearchResultsWindow">
+<iframe src="javascript:void(0)" frameborder="0" 
+        name="MSearchResults" id="MSearchResults">
+</iframe>
+</div>
+
+<div class="header">
+  <div class="summary">
+<a href="#func-members">Functions</a>  </div>
+  <div class="headertitle">
+<div class="title">correlation.sql_in File Reference</div>  </div>
+</div><!--header-->
+<div class="contents">
+
+<p>SQL functions for correlation computation.  
+<a href="#details">More...</a></p>
+<table class="memberdecls">
+<tr class="heading"><td colspan="2"><h2 class="groupheader"><a 
name="func-members"></a>
+Functions</h2></td></tr>
+<tr class="memitem:ae6223d0ba3e2b8a2d298ee78a293be6a"><td class="memItemLeft" 
align="right" valign="top">float8 []&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#ae6223d0ba3e2b8a2d298ee78a293be6a">correlation_transition</a>
 (float8[] state, float8[] x, float8[] <a class="el" 
href="svec__util_8sql__in.html#a546b947319c9f48237120a31929bdfd9">mean</a>)</td></tr>
+<tr class="separator:ae6223d0ba3e2b8a2d298ee78a293be6a"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:ac53cf4dd28185715a1798176bce44b1b"><td class="memItemLeft" 
align="right" valign="top">float8 []&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#ac53cf4dd28185715a1798176bce44b1b">correlation_merge</a>
 (float8[] left_state, float8[] right_state)</td></tr>
+<tr class="separator:ac53cf4dd28185715a1798176bce44b1b"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a85a1a9b0ae5e608fd235f08ae01ff966"><td class="memItemLeft" 
align="right" valign="top">float8 []&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#a85a1a9b0ae5e608fd235f08ae01ff966">correlation_final</a>
 (float8[] state)</td></tr>
+<tr class="separator:a85a1a9b0ae5e608fd235f08ae01ff966"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a1c3081444f6bafc88a9b377f2af32968"><td class="memItemLeft" 
align="right" valign="top">aggregate float8 []&#160;</td><td 
class="memItemRight" valign="bottom"><a class="el" 
href="correlation_8sql__in.html#a1c3081444f6bafc88a9b377f2af32968">correlation_agg</a>
 (float8[], float8[])</td></tr>
+<tr class="separator:a1c3081444f6bafc88a9b377f2af32968"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a5c4f4adaf75fe3406bf1d0a20f8512ac"><td class="memItemLeft" 
align="right" valign="top">aggregate float8 []&#160;</td><td 
class="memItemRight" valign="bottom"><a class="el" 
href="correlation_8sql__in.html#a5c4f4adaf75fe3406bf1d0a20f8512ac">covariance_agg</a>
 (float8[], float8[])</td></tr>
+<tr class="separator:a5c4f4adaf75fe3406bf1d0a20f8512ac"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a23198d24ba486323eea49bb2ef97ddb8"><td class="memItemLeft" 
align="right" valign="top">text&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#a23198d24ba486323eea49bb2ef97ddb8">correlation</a>
 (varchar source_table, varchar output_table, varchar target_cols, boolean 
verbose, varchar grouping_cols)</td></tr>
+<tr class="separator:a23198d24ba486323eea49bb2ef97ddb8"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:ada17a10ea8a6c4580e7413c86ae5345e"><td class="memItemLeft" 
align="right" valign="top">text&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#ada17a10ea8a6c4580e7413c86ae5345e">correlation</a>
 (varchar source_table, varchar output_table, varchar target_cols, boolean 
verbose)</td></tr>
+<tr class="separator:ada17a10ea8a6c4580e7413c86ae5345e"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a30437d71937df60681be42769d5d3a29"><td class="memItemLeft" 
align="right" valign="top">text&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#a30437d71937df60681be42769d5d3a29">correlation</a>
 (varchar source_table, varchar output_table, varchar target_cols)</td></tr>
+<tr class="separator:a30437d71937df60681be42769d5d3a29"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a79c79a64e2145e640e410d8ebae078f7"><td class="memItemLeft" 
align="right" valign="top">text&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#a79c79a64e2145e640e410d8ebae078f7">correlation</a>
 (varchar source_table, varchar output_table)</td></tr>
+<tr class="separator:a79c79a64e2145e640e410d8ebae078f7"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a703be245d20fa6ac1cc1ae433f08c4eb"><td class="memItemLeft" 
align="right" valign="top">text&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#a703be245d20fa6ac1cc1ae433f08c4eb">correlation</a>
 (text input_message)</td></tr>
+<tr class="separator:a703be245d20fa6ac1cc1ae433f08c4eb"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:ad81ac0ea4b9675fe257b2f5c2cee385e"><td class="memItemLeft" 
align="right" valign="top">text&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#ad81ac0ea4b9675fe257b2f5c2cee385e">correlation</a>
 ()</td></tr>
+<tr class="separator:ad81ac0ea4b9675fe257b2f5c2cee385e"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:ab2b75724c8361482265991e13f0f34e9"><td class="memItemLeft" 
align="right" valign="top">text&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#ab2b75724c8361482265991e13f0f34e9">covariance</a>
 (varchar source_table, varchar output_table, varchar target_cols, boolean 
verbose, varchar grouping_cols)</td></tr>
+<tr class="separator:ab2b75724c8361482265991e13f0f34e9"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:aa962df7076b6a57914e766c8ab4fea78"><td class="memItemLeft" 
align="right" valign="top">text&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#aa962df7076b6a57914e766c8ab4fea78">covariance</a>
 (varchar source_table, varchar output_table, varchar target_cols, boolean 
verbose)</td></tr>
+<tr class="separator:aa962df7076b6a57914e766c8ab4fea78"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a63aaa72fa4a4003a4b92b0b46eb69e00"><td class="memItemLeft" 
align="right" valign="top">text&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#a63aaa72fa4a4003a4b92b0b46eb69e00">covariance</a>
 (varchar source_table, varchar output_table, varchar target_cols)</td></tr>
+<tr class="separator:a63aaa72fa4a4003a4b92b0b46eb69e00"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:ada9ca243ead62cda1ec4faf8940e9b52"><td class="memItemLeft" 
align="right" valign="top">text&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#ada9ca243ead62cda1ec4faf8940e9b52">covariance</a>
 (varchar source_table, varchar output_table)</td></tr>
+<tr class="separator:ada9ca243ead62cda1ec4faf8940e9b52"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a986c54ff5cc92d3d530b494a8ee6f112"><td class="memItemLeft" 
align="right" valign="top">text&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#a986c54ff5cc92d3d530b494a8ee6f112">covariance</a>
 (text input_message)</td></tr>
+<tr class="separator:a986c54ff5cc92d3d530b494a8ee6f112"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+<tr class="memitem:a3ef3717dbd8916187ea111b933a52470"><td class="memItemLeft" 
align="right" valign="top">text&#160;</td><td class="memItemRight" 
valign="bottom"><a class="el" 
href="correlation_8sql__in.html#a3ef3717dbd8916187ea111b933a52470">covariance</a>
 ()</td></tr>
+<tr class="separator:a3ef3717dbd8916187ea111b933a52470"><td 
class="memSeparator" colspan="2">&#160;</td></tr>
+</table>
+<a name="details" id="details"></a><h2 class="groupheader">Detailed 
Description</h2>
+<div class="textblock"><dl class="section date"><dt>Date</dt><dd>April 
2013</dd></dl>
+<dl class="section see"><dt>See also</dt><dd>For a brief introduction to <a 
class="el" 
href="correlation_8sql__in.html#a23198d24ba486323eea49bb2ef97ddb8">correlation</a>,
 see the module description <a class="el" 
href="group__grp__correlation.html">Covariance and Correlation</a> </dd></dl>
+</div><h2 class="groupheader">Function Documentation</h2>
+<a id="a23198d24ba486323eea49bb2ef97ddb8"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a23198d24ba486323eea49bb2ef97ddb8">&#9670;&nbsp;</a></span>correlation() 
<span class="overload">[1/6]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">text correlation </td>
+          <td>(</td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>source_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>output_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>target_cols</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">boolean&#160;</td>
+          <td class="paramname"><em>verbose</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>grouping_cols</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="ada17a10ea8a6c4580e7413c86ae5345e"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#ada17a10ea8a6c4580e7413c86ae5345e">&#9670;&nbsp;</a></span>correlation() 
<span class="overload">[2/6]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">text correlation </td>
+          <td>(</td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>source_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>output_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>target_cols</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">boolean&#160;</td>
+          <td class="paramname"><em>verbose</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a30437d71937df60681be42769d5d3a29"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a30437d71937df60681be42769d5d3a29">&#9670;&nbsp;</a></span>correlation() 
<span class="overload">[3/6]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">text correlation </td>
+          <td>(</td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>source_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>output_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>target_cols</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a79c79a64e2145e640e410d8ebae078f7"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a79c79a64e2145e640e410d8ebae078f7">&#9670;&nbsp;</a></span>correlation() 
<span class="overload">[4/6]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">text correlation </td>
+          <td>(</td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>source_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>output_table</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a703be245d20fa6ac1cc1ae433f08c4eb"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a703be245d20fa6ac1cc1ae433f08c4eb">&#9670;&nbsp;</a></span>correlation() 
<span class="overload">[5/6]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">text correlation </td>
+          <td>(</td>
+          <td class="paramtype">text&#160;</td>
+          <td class="paramname"><em>input_message</em></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="ad81ac0ea4b9675fe257b2f5c2cee385e"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#ad81ac0ea4b9675fe257b2f5c2cee385e">&#9670;&nbsp;</a></span>correlation() 
<span class="overload">[6/6]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">text correlation </td>
+          <td>(</td>
+          <td class="paramname"></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a1c3081444f6bafc88a9b377f2af32968"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a1c3081444f6bafc88a9b377f2af32968">&#9670;&nbsp;</a></span>correlation_agg()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">aggregate float8 [] correlation_agg </td>
+          <td>(</td>
+          <td class="paramtype">float8&#160;</td>
+          <td class="paramname">[], </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8&#160;</td>
+          <td class="paramname">[]&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a85a1a9b0ae5e608fd235f08ae01ff966"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a85a1a9b0ae5e608fd235f08ae01ff966">&#9670;&nbsp;</a></span>correlation_final()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">float8 [] correlation_final </td>
+          <td>(</td>
+          <td class="paramtype">float8 []&#160;</td>
+          <td class="paramname"><em>state</em></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="ac53cf4dd28185715a1798176bce44b1b"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#ac53cf4dd28185715a1798176bce44b1b">&#9670;&nbsp;</a></span>correlation_merge()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">float8 [] correlation_merge </td>
+          <td>(</td>
+          <td class="paramtype">float8 []&#160;</td>
+          <td class="paramname"><em>left_state</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8 []&#160;</td>
+          <td class="paramname"><em>right_state</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="ae6223d0ba3e2b8a2d298ee78a293be6a"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#ae6223d0ba3e2b8a2d298ee78a293be6a">&#9670;&nbsp;</a></span>correlation_transition()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">float8 [] correlation_transition </td>
+          <td>(</td>
+          <td class="paramtype">float8 []&#160;</td>
+          <td class="paramname"><em>state</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8 []&#160;</td>
+          <td class="paramname"><em>x</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8 []&#160;</td>
+          <td class="paramname"><em>mean</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="ab2b75724c8361482265991e13f0f34e9"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#ab2b75724c8361482265991e13f0f34e9">&#9670;&nbsp;</a></span>covariance() 
<span class="overload">[1/6]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">text covariance </td>
+          <td>(</td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>source_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>output_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>target_cols</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">boolean&#160;</td>
+          <td class="paramname"><em>verbose</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>grouping_cols</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="aa962df7076b6a57914e766c8ab4fea78"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#aa962df7076b6a57914e766c8ab4fea78">&#9670;&nbsp;</a></span>covariance() 
<span class="overload">[2/6]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">text covariance </td>
+          <td>(</td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>source_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>output_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>target_cols</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">boolean&#160;</td>
+          <td class="paramname"><em>verbose</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a63aaa72fa4a4003a4b92b0b46eb69e00"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a63aaa72fa4a4003a4b92b0b46eb69e00">&#9670;&nbsp;</a></span>covariance() 
<span class="overload">[3/6]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">text covariance </td>
+          <td>(</td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>source_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>output_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>target_cols</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="ada9ca243ead62cda1ec4faf8940e9b52"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#ada9ca243ead62cda1ec4faf8940e9b52">&#9670;&nbsp;</a></span>covariance() 
<span class="overload">[4/6]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">text covariance </td>
+          <td>(</td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>source_table</em>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">varchar&#160;</td>
+          <td class="paramname"><em>output_table</em>&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a986c54ff5cc92d3d530b494a8ee6f112"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a986c54ff5cc92d3d530b494a8ee6f112">&#9670;&nbsp;</a></span>covariance() 
<span class="overload">[5/6]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">text covariance </td>
+          <td>(</td>
+          <td class="paramtype">text&#160;</td>
+          <td class="paramname"><em>input_message</em></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a3ef3717dbd8916187ea111b933a52470"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a3ef3717dbd8916187ea111b933a52470">&#9670;&nbsp;</a></span>covariance() 
<span class="overload">[6/6]</span></h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">text covariance </td>
+          <td>(</td>
+          <td class="paramname"></td><td>)</td>
+          <td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+<a id="a5c4f4adaf75fe3406bf1d0a20f8512ac"></a>
+<h2 class="memtitle"><span class="permalink"><a 
href="#a5c4f4adaf75fe3406bf1d0a20f8512ac">&#9670;&nbsp;</a></span>covariance_agg()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">aggregate float8 [] covariance_agg </td>
+          <td>(</td>
+          <td class="paramtype">float8&#160;</td>
+          <td class="paramname">[], </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">float8&#160;</td>
+          <td class="paramname">[]&#160;</td>
+        </tr>
+        <tr>
+          <td></td>
+          <td>)</td>
+          <td></td><td></td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+
+</div>
+</div>
+</div><!-- contents -->
+</div><!-- doc-content -->
+<!-- start footer part -->
+<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
+  <ul>
+    <li class="navelem"><a class="el" 
href="dir_68267d1309a1af8e8297ef4c3efbcdba.html">src</a></li><li 
class="navelem"><a class="el" 
href="dir_efbcf68973d247bbf15f9eecae7f24e3.html">ports</a></li><li 
class="navelem"><a class="el" 
href="dir_a4a48839224ef8488facbffa8a397967.html">postgres</a></li><li 
class="navelem"><a class="el" 
href="dir_dc596537ad427a4d866006d1a3e1fe29.html">modules</a></li><li 
class="navelem"><a class="el" 
href="dir_505cd743a8a717435eca324f49291a46.html">stats</a></li><li 
class="navelem"><a class="el" 
href="correlation_8sql__in.html">correlation.sql_in</a></li>
+    <li class="footer">Generated on Mon Oct 15 2018 11:24:29 for MADlib by
+    <a href="http://www.doxygen.org/index.html";>
+    <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.14 </li>
+  </ul>
+</div>
+</body>
+</html>

Reply via email to