You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@madlib.apache.org by ri...@apache.org on 2017/03/11 00:57:35 UTC
[05/51] [partial] incubator-madlib-site git commit: v1.10: Update
documentation to latest
http://git-wip-us.apache.org/repos/asf/incubator-madlib-site/blob/c97706e8/docs/latest/lsvm_8sql__in.html
----------------------------------------------------------------------
diff --git a/docs/latest/lsvm_8sql__in.html b/docs/latest/lsvm_8sql__in.html
deleted file mode 100644
index 01f33a6..0000000
--- a/docs/latest/lsvm_8sql__in.html
+++ /dev/null
@@ -1,768 +0,0 @@
-<!-- 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 1.8.10"/>
-<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: lsvm.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">
- $(document).ready(initResizable);
- $(window).load(resizeHeight);
-</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">
- $(document).ready(function() { init_search(); });
-</script>
-<!-- hack in the navigation tree -->
-<script type="text/javascript" src="navtree_hack.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.net');
- 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.net"><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">1.8</span>
- </div>
- <div id="projectbrief">User Documentation for 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 1.8.10 -->
-<script type="text/javascript">
-var searchBox = new SearchBox("searchBox", "search",false,'Search');
-</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">
-$(document).ready(function(){initNavTree('lsvm_8sql__in.html','');});
-</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">lsvm.sql_in File Reference</div> </div>
-</div><!--header-->
-<div class="contents">
-
-<p>SQL functions for linear support vector machines.
-<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:a6f26e0007d7d95b4bb4b72db4f702b25"><td class="memItemLeft" align="right" valign="top">float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="lsvm_8sql__in.html#a6f26e0007d7d95b4bb4b72db4f702b25">linear_svm_igd_transition</a> (float8[] state, float8[] ind_var, boolean dep_var, float8[] previous_state, integer dimension, float8 stepsize, float8 reg)</td></tr>
-<tr class="separator:a6f26e0007d7d95b4bb4b72db4f702b25"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a241eea31c78737ecbb5da6639debec3b"><td class="memItemLeft" align="right" valign="top">float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="lsvm_8sql__in.html#a241eea31c78737ecbb5da6639debec3b">linear_svm_igd_merge</a> (float8[] state1, float8[] state2)</td></tr>
-<tr class="separator:a241eea31c78737ecbb5da6639debec3b"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a614936d27848149eead4581db57a9236"><td class="memItemLeft" align="right" valign="top">float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="lsvm_8sql__in.html#a614936d27848149eead4581db57a9236">linear_svm_igd_final</a> (float8[] state)</td></tr>
-<tr class="separator:a614936d27848149eead4581db57a9236"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a027f40b148849a721001d20f098a4a0e"><td class="memItemLeft" align="right" valign="top">aggregate float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="lsvm_8sql__in.html#a027f40b148849a721001d20f098a4a0e">linear_svm_igd_step_serial</a> (float8[] ind_var, boolean dep_var, float8[] previous_state, integer dimension, float8 stepsize, float8 reg)</td></tr>
-<tr class="separator:a027f40b148849a721001d20f098a4a0e"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a8cd061b3cd2b9ef62e018c33dde27a4d"><td class="memItemLeft" align="right" valign="top">aggregate float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="lsvm_8sql__in.html#a8cd061b3cd2b9ef62e018c33dde27a4d">linear_svm_igd_step</a> (float8[] ind_var, boolean dep_var, float8[] previous_state, integer dimension, float8 stepsize, float8 reg)</td></tr>
-<tr class="separator:a8cd061b3cd2b9ef62e018c33dde27a4d"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a81b1bdf8278bf77439ac9e101ae2ae7a"><td class="memItemLeft" align="right" valign="top">float8 </td><td class="memItemRight" valign="bottom"><a class="el" href="lsvm_8sql__in.html#a81b1bdf8278bf77439ac9e101ae2ae7a">internal_linear_svm_igd_distance</a> (float8[] state1, float8[] state2)</td></tr>
-<tr class="separator:a81b1bdf8278bf77439ac9e101ae2ae7a"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a21dc69a5bcf6e08f6c0d6cb9c4461091"><td class="memItemLeft" align="right" valign="top">linear_svm_result </td><td class="memItemRight" valign="bottom"><a class="el" href="lsvm_8sql__in.html#a21dc69a5bcf6e08f6c0d6cb9c4461091">internal_linear_svm_igd_result</a> (float8[] state)</td></tr>
-<tr class="separator:a21dc69a5bcf6e08f6c0d6cb9c4461091"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a6dcddc88d70523ddda32b46ab82dfbbf"><td class="memItemLeft" align="right" valign="top">set< lsvm_sgd_result > </td><td class="memItemRight" valign="bottom"><a class="el" href="lsvm_8sql__in.html#a6dcddc88d70523ddda32b46ab82dfbbf">lsvm_classification</a> (text input_table, text model_table, bool parallel, bool verbose, float8 eta, float8 reg, int max_iter)</td></tr>
-<tr class="memdesc:a6dcddc88d70523ddda32b46ab82dfbbf"><td class="mdescLeft"> </td><td class="mdescRight">This is the linear support vector classification function. <a href="#a6dcddc88d70523ddda32b46ab82dfbbf">More...</a><br /></td></tr>
-<tr class="separator:a6dcddc88d70523ddda32b46ab82dfbbf"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a50896def00d0e0950bec3d95b387e6b9"><td class="memItemLeft" align="right" valign="top">set< lsvm_sgd_result > </td><td class="memItemRight" valign="bottom"><a class="el" href="lsvm_8sql__in.html#a50896def00d0e0950bec3d95b387e6b9">lsvm_classification</a> (text input_table, text model_table, bool parallel, bool verbose, float8 eta, float8 reg)</td></tr>
-<tr class="memdesc:a50896def00d0e0950bec3d95b387e6b9"><td class="mdescLeft"> </td><td class="mdescRight">This is the linear support vector classification function. <a href="#a50896def00d0e0950bec3d95b387e6b9">More...</a><br /></td></tr>
-<tr class="separator:a50896def00d0e0950bec3d95b387e6b9"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a75d126981ae4bf2e6641627501f0a2a5"><td class="memItemLeft" align="right" valign="top">set< lsvm_sgd_result > </td><td class="memItemRight" valign="bottom"><a class="el" href="lsvm_8sql__in.html#a75d126981ae4bf2e6641627501f0a2a5">lsvm_classification</a> (text input_table, text model_table, bool parallel)</td></tr>
-<tr class="memdesc:a75d126981ae4bf2e6641627501f0a2a5"><td class="mdescLeft"> </td><td class="mdescRight">This is the linear support vector classification function. <a href="#a75d126981ae4bf2e6641627501f0a2a5">More...</a><br /></td></tr>
-<tr class="separator:a75d126981ae4bf2e6641627501f0a2a5"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a27c1fa8b9a526d3dd27401c6433967e7"><td class="memItemLeft" align="right" valign="top">set< lsvm_sgd_result > </td><td class="memItemRight" valign="bottom"><a class="el" href="lsvm_8sql__in.html#a27c1fa8b9a526d3dd27401c6433967e7">lsvm_classification</a> (text input_table, text model_table)</td></tr>
-<tr class="memdesc:a27c1fa8b9a526d3dd27401c6433967e7"><td class="mdescLeft"> </td><td class="mdescRight">This is the linear support vector classification function. <a href="#a27c1fa8b9a526d3dd27401c6433967e7">More...</a><br /></td></tr>
-<tr class="separator:a27c1fa8b9a526d3dd27401c6433967e7"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a1c0a002f50250133c0ef1d3c43c6d338"><td class="memItemLeft" align="right" valign="top">text </td><td class="memItemRight" valign="bottom"><a class="el" href="lsvm_8sql__in.html#a1c0a002f50250133c0ef1d3c43c6d338">lsvm_predict_batch</a> (text input_table, text data_col, text id_col, text model_table, text output_table, bool parallel)</td></tr>
-<tr class="memdesc:a1c0a002f50250133c0ef1d3c43c6d338"><td class="mdescLeft"> </td><td class="mdescRight">Scores the data points stored in a table using a learned linear support-vector model. <a href="#a1c0a002f50250133c0ef1d3c43c6d338">More...</a><br /></td></tr>
-<tr class="separator:a1c0a002f50250133c0ef1d3c43c6d338"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:aabe1df041f856ec6eab336975536d2da"><td class="memItemLeft" align="right" valign="top">text </td><td class="memItemRight" valign="bottom"><a class="el" href="lsvm_8sql__in.html#aabe1df041f856ec6eab336975536d2da">lsvm_predict_batch</a> (text input_table, text data_col, text id_col, text model_table, text output_table)</td></tr>
-<tr class="memdesc:aabe1df041f856ec6eab336975536d2da"><td class="mdescLeft"> </td><td class="mdescRight">Scores the data points stored in a table using a learned linear support-vector model. <a href="#aabe1df041f856ec6eab336975536d2da">More...</a><br /></td></tr>
-<tr class="separator:aabe1df041f856ec6eab336975536d2da"><td class="memSeparator" colspan="2"> </td></tr>
-<tr class="memitem:a0dee8d0cd54582f06de2935b25b7ecb0"><td class="memItemLeft" align="right" valign="top">float8 </td><td class="memItemRight" valign="bottom"><a class="el" href="lsvm_8sql__in.html#a0dee8d0cd54582f06de2935b25b7ecb0">lsvm_predict</a> (float8[] coefficients, float8[] ind_var)</td></tr>
-<tr class="memdesc:a0dee8d0cd54582f06de2935b25b7ecb0"><td class="mdescLeft"> </td><td class="mdescRight">Evaluates a linear support-vector model on a given data point. <a href="#a0dee8d0cd54582f06de2935b25b7ecb0">More...</a><br /></td></tr>
-<tr class="separator:a0dee8d0cd54582f06de2935b25b7ecb0"><td class="memSeparator" colspan="2"> </td></tr>
-</table>
-<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
-<div class="textblock"><dl class="section see"><dt>See also</dt><dd>For an introduction to Support vector machines (SVMs) and related kernel methods, see the module description <a class="el" href="group__grp__kernmach.html">Support Vector Machines</a>. </dd></dl>
-</div><h2 class="groupheader">Function Documentation</h2>
-<a class="anchor" id="a81b1bdf8278bf77439ac9e101ae2ae7a"></a>
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">float8 internal_linear_svm_igd_distance </td>
- <td>(</td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>state1</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>state2</em> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-</div>
-</div>
-<a class="anchor" id="a21dc69a5bcf6e08f6c0d6cb9c4461091"></a>
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">linear_svm_result internal_linear_svm_igd_result </td>
- <td>(</td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>state</em></td><td>)</td>
- <td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-</div>
-</div>
-<a class="anchor" id="a614936d27848149eead4581db57a9236"></a>
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">float8 [] linear_svm_igd_final </td>
- <td>(</td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>state</em></td><td>)</td>
- <td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-</div>
-</div>
-<a class="anchor" id="a241eea31c78737ecbb5da6639debec3b"></a>
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">float8 [] linear_svm_igd_merge </td>
- <td>(</td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>state1</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>state2</em> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-</div>
-</div>
-<a class="anchor" id="a8cd061b3cd2b9ef62e018c33dde27a4d"></a>
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">aggregate float8 [] linear_svm_igd_step </td>
- <td>(</td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>ind_var</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">boolean </td>
- <td class="paramname"><em>dep_var</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>previous_state</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">integer </td>
- <td class="paramname"><em>dimension</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8 </td>
- <td class="paramname"><em>stepsize</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8 </td>
- <td class="paramname"><em>reg</em> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-</div>
-</div>
-<a class="anchor" id="a027f40b148849a721001d20f098a4a0e"></a>
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">aggregate float8 [] linear_svm_igd_step_serial </td>
- <td>(</td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>ind_var</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">boolean </td>
- <td class="paramname"><em>dep_var</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>previous_state</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">integer </td>
- <td class="paramname"><em>dimension</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8 </td>
- <td class="paramname"><em>stepsize</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8 </td>
- <td class="paramname"><em>reg</em> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-</div>
-</div>
-<a class="anchor" id="a6f26e0007d7d95b4bb4b72db4f702b25"></a>
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">float8 [] linear_svm_igd_transition </td>
- <td>(</td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>state</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>ind_var</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">boolean </td>
- <td class="paramname"><em>dep_var</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>previous_state</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">integer </td>
- <td class="paramname"><em>dimension</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8 </td>
- <td class="paramname"><em>stepsize</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8 </td>
- <td class="paramname"><em>reg</em> </td>
- </tr>
- <tr>
- <td></td>
- <td>)</td>
- <td></td><td></td>
- </tr>
- </table>
-</div><div class="memdoc">
-
-</div>
-</div>
-<a class="anchor" id="a6dcddc88d70523ddda32b46ab82dfbbf"></a>
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">set<lsvm_sgd_result> lsvm_classification </td>
- <td>(</td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>input_table</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>model_table</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">bool </td>
- <td class="paramname"><em>parallel</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">bool </td>
- <td class="paramname"><em>verbose</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8 </td>
- <td class="paramname"><em>eta</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8 </td>
- <td class="paramname"><em>reg</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">int </td>
- <td class="paramname"><em>max_iter</em> </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">input_table</td><td>The name of the table/view with the training data </td></tr>
- <tr><td class="paramname">model_table</td><td>The name of the table under which we want to store the learned model </td></tr>
- <tr><td class="paramname">parallel</td><td>A flag indicating whether the system should learn multiple models in parallel (Defult: False) </td></tr>
- <tr><td class="paramname">verbose</td><td>Verbosity of reporting (Default: False) </td></tr>
- <tr><td class="paramname">eta</td><td>Initial learning rate in (0,1] (Default: 0.1) </td></tr>
- <tr><td class="paramname">reg</td><td>Regularization parameter, often chosen by cross-validation (Default: 0.001) </td></tr>
- <tr><td class="paramname">max_iter</td><td>Maximum number of iterations to run learning algorithm (Default: 100)</td></tr>
- </table>
- </dd>
-</dl>
-<dl class="section return"><dt>Returns</dt><dd>A summary of the learning process </dd></dl>
-
-</div>
-</div>
-<a class="anchor" id="a50896def00d0e0950bec3d95b387e6b9"></a>
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">set<lsvm_sgd_result> lsvm_classification </td>
- <td>(</td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>input_table</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>model_table</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">bool </td>
- <td class="paramname"><em>parallel</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">bool </td>
- <td class="paramname"><em>verbose</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8 </td>
- <td class="paramname"><em>eta</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8 </td>
- <td class="paramname"><em>reg</em> </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">input_table</td><td>The name of the table/view with the training data </td></tr>
- <tr><td class="paramname">model_table</td><td>The name of the table under which we want to store the learned model </td></tr>
- <tr><td class="paramname">parallel</td><td>A flag indicating whether the system should learn multiple models in parallel (Defult: False) </td></tr>
- <tr><td class="paramname">verbose</td><td>Verbosity of reporting (Default: False) </td></tr>
- <tr><td class="paramname">eta</td><td>Initial learning rate in (0,1] (Default: 0.1) </td></tr>
- <tr><td class="paramname">reg</td><td>Regularization parameter, often chosen by cross-validation (Default: 0.001)</td></tr>
- </table>
- </dd>
-</dl>
-<dl class="section return"><dt>Returns</dt><dd>A summary of the learning process </dd></dl>
-
-</div>
-</div>
-<a class="anchor" id="a75d126981ae4bf2e6641627501f0a2a5"></a>
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">set<lsvm_sgd_result> lsvm_classification </td>
- <td>(</td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>input_table</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>model_table</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">bool </td>
- <td class="paramname"><em>parallel</em> </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">input_table</td><td>The name of the table/view with the training data </td></tr>
- <tr><td class="paramname">model_table</td><td>The name of the table under which we want to store the learned model </td></tr>
- <tr><td class="paramname">parallel</td><td>A flag indicating whether the system should learn multiple models in parallel (Default: false)</td></tr>
- </table>
- </dd>
-</dl>
-<dl class="section return"><dt>Returns</dt><dd>A summary of the learning process </dd></dl>
-
-</div>
-</div>
-<a class="anchor" id="a27c1fa8b9a526d3dd27401c6433967e7"></a>
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">set<lsvm_sgd_result> lsvm_classification </td>
- <td>(</td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>input_table</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>model_table</em> </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">input_table</td><td>The name of the table/view with the training data </td></tr>
- <tr><td class="paramname">model_table</td><td>The name of the table under which we want to store the learned model</td></tr>
- </table>
- </dd>
-</dl>
-<dl class="section return"><dt>Returns</dt><dd>A summary of the learning process </dd></dl>
-
-</div>
-</div>
-<a class="anchor" id="a0dee8d0cd54582f06de2935b25b7ecb0"></a>
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">float8 lsvm_predict </td>
- <td>(</td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>coefficients</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">float8[] </td>
- <td class="paramname"><em>ind_var</em> </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">coefficients</td><td>The learned model coefficients </td></tr>
- <tr><td class="paramname">ind_var</td><td>The independent variables of the instance to be predicted</td></tr>
- </table>
- </dd>
-</dl>
-<dl class="section return"><dt>Returns</dt><dd>This function returns 1 or -1 </dd></dl>
-
-</div>
-</div>
-<a class="anchor" id="a1c0a002f50250133c0ef1d3c43c6d338"></a>
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">text lsvm_predict_batch </td>
- <td>(</td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>input_table</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>data_col</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>id_col</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>model_table</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>output_table</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">bool </td>
- <td class="paramname"><em>parallel</em> </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">input_table</td><td>Name of table/view containing the data points to be scored </td></tr>
- <tr><td class="paramname">data_col</td><td>Name of column in input_table containing the data points </td></tr>
- <tr><td class="paramname">id_col</td><td>Name of column in input_table containing the integer identifier of data points </td></tr>
- <tr><td class="paramname">model_table</td><td>Name of table where the learned model to be used is stored </td></tr>
- <tr><td class="paramname">output_table</td><td>Name of table to store the results </td></tr>
- <tr><td class="paramname">parallel</td><td>Deprecated and ignored boolean flag. (Default: NULL)</td></tr>
- </table>
- </dd>
-</dl>
-<dl class="section return"><dt>Returns</dt><dd>Textual summary of the algorithm run </dd></dl>
-
-</div>
-</div>
-<a class="anchor" id="aabe1df041f856ec6eab336975536d2da"></a>
-<div class="memitem">
-<div class="memproto">
- <table class="memname">
- <tr>
- <td class="memname">text lsvm_predict_batch </td>
- <td>(</td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>input_table</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>data_col</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>id_col</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>model_table</em>, </td>
- </tr>
- <tr>
- <td class="paramkey"></td>
- <td></td>
- <td class="paramtype">text </td>
- <td class="paramname"><em>output_table</em> </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">input_table</td><td>Name of table/view containing the data points to be scored </td></tr>
- <tr><td class="paramname">data_col</td><td>Name of column in input_table containing the data points </td></tr>
- <tr><td class="paramname">id_col</td><td>Name of column in input_table containing the integer identifier of data points </td></tr>
- <tr><td class="paramname">model_table</td><td>Name of table where the learned model to be used is stored </td></tr>
- <tr><td class="paramname">output_table</td><td>Name of table to store the results</td></tr>
- </table>
- </dd>
-</dl>
-<dl class="section return"><dt>Returns</dt><dd>Textual summary of the algorithm run </dd></dl>
-
-</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_704eb8350b43e1ca74c0f90ed1ba450e.html">methods</a></li><li class="navelem"><a class="el" href="dir_883e487a38cc988e0c441456a570d389.html">kernel_machines</a></li><li class="navelem"><a class="el" href="dir_085c2d6b775d67156938ac94f000f710.html">src</a></li><li class="navelem"><a class="el" href="dir_757021f59fa4b40e61a20490993d949a.html">pg_gp</a></li><li class="navelem"><a class="el" href="lsvm_8sql__in.html">lsvm.sql_in</a></li>
- <li class="footer">Generated on Fri Apr 8 2016 15:57:29 for MADlib by
- <a href="http://www.doxygen.org/index.html">
- <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.10 </li>
- </ul>
-</div>
-</body>
-</html>
http://git-wip-us.apache.org/repos/asf/incubator-madlib-site/blob/c97706e8/docs/latest/madlib.png
----------------------------------------------------------------------
diff --git a/docs/latest/madlib.png b/docs/latest/madlib.png
deleted file mode 100644
index be014c6..0000000
Binary files a/docs/latest/madlib.png and /dev/null differ
http://git-wip-us.apache.org/repos/asf/incubator-madlib-site/blob/c97706e8/docs/latest/madlib_extra.css
----------------------------------------------------------------------
diff --git a/docs/latest/madlib_extra.css b/docs/latest/madlib_extra.css
deleted file mode 100644
index bbc884d..0000000
--- a/docs/latest/madlib_extra.css
+++ /dev/null
@@ -1,156 +0,0 @@
-/* MADlib CSS customizations */
-
-/* Indent paragraphs in the main text, but not in framed boxes */
-div.contents > p, div.contents > pre, div.contents > ul, div.contents > div.fragment, dd {
- margin-left: 20px;
-}
-
-/* Increase spacing between titled paragraphs in the main text, but not in
- framed boxes */
-div.contents > dl {
- margin-top: 2em;
-}
-
-/* Increase spacing between list items in the main text */
-div.contents li {
- margin-top: 1em;
-}
-
-/* No automtic line wrapping at white spaces in <pre> or \verbatim
- environments. */
-pre.fragment {
- word-wrap: normal;
-}
-
-/* Distinguish backgrounds for syntax, example commands, and results */
-pre.syntax {
- border: 1px solid #999999;
- color: #00004D;
- background-color: #CBD4E7;
- padding: 4px 6px;
- margin: 4px 8px 4px 2px;
- overflow: auto;
- word-wrap: normal;
- font-size: 9pt;
- line-height: 125%;
- font-family: monospace, fixed;
- font-size: 105%;
-}
-
-pre.example {
- border: 1px solid #999999;
- background-color: #E8E8E8;
- padding: 4px 6px;
- margin: 4px 8px 4px 2px;
- overflow: auto;
- word-wrap: normal;
- font-size: 9pt;
- line-height: 125%;
- font-family: monospace, fixed;
- font-size: 105%;
-}
-
-pre.result {
- border: 1px solid #999999;
- background-color: #FFFFCC;
- padding: 4px 6px;
- margin: 4px 8px 4px 2px;
- overflow: auto;
- word-wrap: normal;
- font-size: 9pt;
- line-height: 125%;
- font-family: monospace, fixed;
- font-size: 105%;
-}
-
-
-/* No padding for paragraph headers (in its infinite wisdom, doxygen uses <dl>
- environments for that) */
-dl {
- padding-left: 0;
- margin-top: 1em;
-}
-
-/* Increase the font size for paragraph headers */
-dt {
- font-size: 120%;
- margin-bottom: 1em;
-}
-
-/* The first column should align with normal text. So we cannot use
- border-spacing. */
-table.params {
- border-spacing: 0;
-}
-
-/* Add some padding instead of border-spacing */
-td.paramname {
- padding: 1px 1em 1px 0;
-}
-
-/* We move the bar a out of the text frame, so that the text aligns well with
- the rest. Note: margin-left + border-width-left + padding-left = 0 */
-/* dl.note, dl.warning, dl.attention, dl.pre, dl.post, dl.invariant, dl.deprecated, dl.todo, dl.test, dl.bug
-{
- margin-left: -6px;
- padding-left: 2px;
-}
-*/
-
-/* Style parameter lists formatted with definition lists. */
-dl.arglist {
- margin-left: 40px;
- margin-top: 0px;
-}
-
-dl.arglist dt {
- font-size: 100%;
- font-weight: bold;
- color: #00004D;
- margin-bottom: 0px;
-}
-
-div.toc {
- background-color: #FFF5B8;
-}
-
-/* Increase font size for toc.li from 10px to 14px */
-div.toc li {
- font: 14px/1.4 Verdana,DejaVu Sans,Geneva,sans-serif;
- margin-top: 5px;
- padding-left: 10px;
- padding-top: 2px;
-}
-
-
-div.versionlist li.head {
- font: 12px/1.2 Verdana, DejaVu Sans, Geneva, sans-serif;
- display: inline;
- margin-right: 10px;
-}
-
-div.versionlist ul {
- display: inline;
- align: right;
-}
-
-div.versionlist li {
- font: 10px/1.2 Verdana,DejaVu Sans,Geneva,sans-serif;
- display: inline;
- margin-right: 10px;
-}
-
-/* Table style for output table columns and descriptions */
-table.output {
- border: 0;
- margin-left: 20px;
-}
-
-.output th {
- text-align: right;
- vertical-align: top;
- padding-right: 15px;
- font-weight: normal;
- color: #354C7B;
- }
-
http://git-wip-us.apache.org/repos/asf/incubator-madlib-site/blob/c97706e8/docs/latest/mainpage_8dox.html
----------------------------------------------------------------------
diff --git a/docs/latest/mainpage_8dox.html b/docs/latest/mainpage_8dox.html
deleted file mode 100644
index b7908c0..0000000
--- a/docs/latest/mainpage_8dox.html
+++ /dev/null
@@ -1,124 +0,0 @@
-<!-- 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 1.8.10"/>
-<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: mainpage.dox 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">
- $(document).ready(initResizable);
- $(window).load(resizeHeight);
-</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">
- $(document).ready(function() { init_search(); });
-</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.net');
- 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.net"><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">1.9.1</span>
- </div>
- <div id="projectbrief">User Documentation for 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 1.8.10 -->
-<script type="text/javascript">
-var searchBox = new SearchBox("searchBox", "search",false,'Search');
-</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">
-$(document).ready(function(){initNavTree('mainpage_8dox.html','');});
-</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="headertitle">
-<div class="title">mainpage.dox File Reference</div> </div>
-</div><!--header-->
-<div class="contents">
-</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="mainpage_8dox.html">mainpage.dox</a></li>
- <li class="footer">Generated on Tue Sep 20 2016 11:27:01 for MADlib by
- <a href="http://www.doxygen.org/index.html">
- <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.10 </li>
- </ul>
-</div>
-</body>
-</html>