Files
mlpack/doc/html/cellbound_8hpp.html
T

212 lines
19 KiB
HTML

<!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 1.8.11"/>
<title>mlpack: src/mlpack/core/tree/cellbound.hpp 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="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>
<link href="doxygen.css" rel="stylesheet" type="text/css" />
<link href="extra-stylesheet.css" rel="stylesheet" type="text/css"/>
</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="projectalign" style="padding-left: 0.5em;">
<div id="projectname">mlpack
&#160;<span id="projectnumber">master</span>
</div>
</td>
</tr>
</tbody>
</table>
</div>
<!-- end header part -->
<!-- Generated by Doxygen 1.8.11 -->
<script type="text/javascript">
var searchBox = new SearchBox("searchBox", "search",false,'Search');
</script>
<div id="navrow1" class="tabs">
<ul class="tablist">
<li><a href="index.html"><span>Main&#160;Page</span></a></li>
<li><a href="pages.html"><span>Related&#160;Pages</span></a></li>
<li><a href="namespaces.html"><span>Namespaces</span></a></li>
<li><a href="annotated.html"><span>Classes</span></a></li>
<li class="current"><a href="files.html"><span>Files</span></a></li>
<li>
<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>
</li>
</ul>
</div>
<div id="navrow2" class="tabs2">
<ul class="tablist">
<li><a href="files.html"><span>File&#160;List</span></a></li>
<li><a href="globals.html"><span>File&#160;Members</span></a></li>
</ul>
</div>
<!-- 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 id="nav-path" class="navpath">
<ul>
<li class="navelem"><a class="el" href="dir_68267d1309a1af8e8297ef4c3efbcdba.html">src</a></li><li class="navelem"><a class="el" href="dir_44a936ef30fc126706c6284a2fc0c990.html">mlpack</a></li><li class="navelem"><a class="el" href="dir_f7ac9cdfd28b2e882eb44d163e3b98b4.html">core</a></li><li class="navelem"><a class="el" href="dir_d361cbf9654077cd65f7968e3f8eccf6.html">tree</a></li> </ul>
</div>
</div><!-- top -->
<div class="header">
<div class="summary">
<a href="#nested-classes">Classes</a> &#124;
<a href="#namespaces">Namespaces</a> </div>
<div class="headertitle">
<div class="title">cellbound.hpp File Reference</div> </div>
</div><!--header-->
<div class="contents">
<div class="textblock"><div class="dynheader">
Include dependency graph for cellbound.hpp:</div>
<div class="dyncontent">
<div class="center"><img src="cellbound_8hpp__incl.png" border="0" usemap="#src_2mlpack_2core_2tree_2cellbound_8hpp" alt=""/></div>
<map name="src_2mlpack_2core_2tree_2cellbound_8hpp" id="src_2mlpack_2core_2tree_2cellbound_8hpp">
<area shape="rect" id="node2" href="prereqs_8hpp.html" title="The core includes that mlpack expects; standard C++ includes and Armadillo. " alt="" coords="1135,184,1271,211"/>
<area shape="rect" id="node39" href="range_8hpp.html" title="Definition of the Range class, which represents a simple range with a lower and upper bound..." alt="" coords="1405,102,1592,129"/>
<area shape="rect" id="node41" href="lmetric_8hpp.html" title="mlpack/core/metrics\l/lmetric.hpp" alt="" coords="1241,95,1381,136"/>
<area shape="rect" id="node43" href="bound__traits_8hpp.html" title="bound_traits.hpp" alt="" coords="1617,102,1735,129"/>
<area shape="rect" id="node44" href="address_8hpp.html" title="address.hpp" alt="" coords="1760,102,1853,129"/>
<area shape="rect" id="node19" href="serialization__shim_8hpp.html" title="mlpack/core/data/serialization\l_shim.hpp" alt="" coords="1475,259,1669,300"/>
<area shape="rect" id="node23" href="serialization__template__version_8hpp.html" title="mlpack/core/data/serialization\l_template_version.hpp" alt="" coords="2236,259,2431,300"/>
<area shape="rect" id="node25" href="arma__traits_8hpp.html" title="mlpack/core/util/arma\l_traits.hpp" alt="" coords="2652,259,2799,300"/>
<area shape="rect" id="node26" href="arma__config__check_8hpp.html" title="mlpack/core/util/arma\l_config_check.hpp" alt="" coords="2823,259,2969,300"/>
<area shape="rect" id="node28" href="log_8hpp.html" title="mlpack/core/util/log.hpp" alt="" coords="725,266,885,293"/>
<area shape="rect" id="node35" href="timers_8hpp.html" title="mlpack/core/util/timers.hpp" alt="" coords="960,266,1139,293"/>
<area shape="rect" id="node38" href="deprecated_8hpp.html" title="mlpack/core/util/deprecated.hpp" alt="" coords="2994,266,3201,293"/>
<area shape="rect" id="node20" href="sfinae__utility_8hpp.html" title="mlpack/core/util/sfinae\l_utility.hpp" alt="" coords="1631,348,1785,389"/>
<area shape="rect" id="node27" href="arma__config_8hpp.html" title="This is an autogenerated file which contains the configuration of Armadillo at the time mlpack was bu..." alt="" coords="2837,355,2955,382"/>
<area shape="rect" id="node31" href="prefixedoutstream_8hpp.html" title="prefixedoutstream.hpp" alt="" coords="898,355,1049,382"/>
<area shape="rect" id="node33" href="nulloutstream_8hpp.html" title="nulloutstream.hpp" alt="" coords="697,355,823,382"/>
</map>
</div>
</div><div class="textblock"><div class="dynheader">
This graph shows which files directly or indirectly include this file:</div>
<div class="dyncontent">
<div class="center"><img src="cellbound_8hpp__dep__incl.png" border="0" usemap="#src_2mlpack_2core_2tree_2cellbound_8hppdep" alt=""/></div>
<map name="src_2mlpack_2core_2tree_2cellbound_8hppdep" id="src_2mlpack_2core_2tree_2cellbound_8hppdep">
<area shape="rect" id="node2" href="bounds_8hpp.html" title="Bounds that are useful for binary space partitioning trees. " alt="" coords="2267,95,2408,136"/>
<area shape="rect" id="node3" href="binary__space__tree_8hpp.html" title="src/mlpack/core/tree\l/binary_space_tree.hpp" alt="" coords="1269,385,1427,426"/>
<area shape="rect" id="node31" href="octree_8hpp.html" title="src/mlpack/core/tree\l/octree.hpp" alt="" coords="2267,489,2408,530"/>
<area shape="rect" id="node32" href="rectangle__tree_8hpp.html" title="src/mlpack/core/tree\l/rectangle_tree.hpp" alt="" coords="2101,489,2243,530"/>
<area shape="rect" id="node33" href="projection__vector_8hpp.html" title="src/mlpack/core/tree\l/space_split/projection\l_vector.hpp" alt="" coords="2584,184,2736,240"/>
<area shape="rect" id="node37" href="spill__tree_8hpp.html" title="src/mlpack/core/tree\l/spill_tree.hpp" alt="" coords="2515,593,2656,634"/>
<area shape="rect" id="node4" href="binary__space__tree_2binary__space__tree_8hpp.html" title="src/mlpack/core/tree\l/binary_space_tree/binary\l_space_tree.hpp" alt="" coords="1557,481,1728,537"/>
<area shape="rect" id="node7" href="neighbor__search_8hpp.html" title="src/mlpack/methods\l/neighbor_search/neighbor\l_search.hpp" alt="" coords="1419,585,1594,641"/>
<area shape="rect" id="node10" href="dual__tree__kmeans_8hpp.html" title="src/mlpack/methods\l/kmeans/dual_tree_kmeans.hpp" alt="" coords="470,697,677,738"/>
<area shape="rect" id="node12" href="ns__model_8hpp.html" title="src/mlpack/methods\l/neighbor_search/ns\l_model.hpp" alt="" coords="2325,689,2465,745"/>
<area shape="rect" id="node13" href="breadth__first__dual__tree__traverser_8hpp.html" title="src/mlpack/core/tree\l/binary_space_tree/breadth\l_first_dual_tree_traverser.hpp" alt="" coords="483,481,677,537"/>
<area shape="rect" id="node14" href="core_2tree_2binary__space__tree_2typedef_8hpp.html" title="src/mlpack/core/tree\l/binary_space_tree/typedef.hpp" alt="" coords="885,489,1089,530"/>
<area shape="rect" id="node15" href="dtb_8hpp.html" title="src/mlpack/methods\l/emst/dtb.hpp" alt="" coords="1113,489,1253,530"/>
<area shape="rect" id="node16" href="kmeans_8hpp.html" title="src/mlpack/methods\l/kmeans/kmeans.hpp" alt="" coords="193,489,340,530"/>
<area shape="rect" id="node23" href="pelleg__moore__kmeans_8hpp.html" title="src/mlpack/methods\l/kmeans/pelleg_moore\l_kmeans.hpp" alt="" coords="1329,481,1482,537"/>
<area shape="rect" id="node24" href="range__search_8hpp.html" title="src/mlpack/methods\l/range_search/range\l_search.hpp" alt="" coords="1854,481,1994,537"/>
<area shape="rect" id="node26" href="rs__model_8hpp.html" title="src/mlpack/methods\l/range_search/rs_model.hpp" alt="" coords="2019,593,2205,634"/>
<area shape="rect" id="node27" href="ra__model_8hpp.html" title="src/mlpack/methods\l/rann/ra_model.hpp" alt="" coords="1977,697,2117,738"/>
<area shape="rect" id="node28" href="ra__search_8hpp.html" title="src/mlpack/methods\l/rann/ra_search.hpp" alt="" coords="711,593,851,634"/>
<area shape="rect" id="node30" href="ra__query__stat_8hpp.html" title="src/mlpack/methods\l/rann/ra_query_stat.hpp" alt="" coords="702,489,861,530"/>
<area shape="rect" id="node5" href="binary__space__tree_2single__tree__traverser_8hpp.html" title="src/mlpack/core/tree\l/binary_space_tree/single\l_tree_traverser.hpp" alt="" coords="1224,585,1395,641"/>
<area shape="rect" id="node6" href="binary__space__tree_2dual__tree__traverser_8hpp.html" title="src/mlpack/core/tree\l/binary_space_tree/dual\l_tree_traverser.hpp" alt="" coords="1619,585,1779,641"/>
<area shape="rect" id="node8" href="cf_8hpp.html" title="src/mlpack/methods\l/cf/cf.hpp" alt="" coords="1627,697,1767,738"/>
<area shape="rect" id="node11" href="methods_2neighbor__search_2typedef_8hpp.html" title="src/mlpack/methods\l/neighbor_search/typedef.hpp" alt="" coords="1410,697,1603,738"/>
<area shape="rect" id="node9" href="regularized__svd_8hpp.html" title="src/mlpack/methods\l/regularized_svd/regularized\l_svd.hpp" alt="" coords="1605,793,1789,849"/>
<area shape="rect" id="node17" href="em__fit_8hpp.html" title="src/mlpack/methods\l/gmm/em_fit.hpp" alt="" coords="13,593,153,634"/>
<area shape="rect" id="node20" href="kmeans__selection_8hpp.html" title="src/mlpack/methods\l/nystroem_method/kmeans\l_selection.hpp" alt="" coords="177,585,357,641"/>
<area shape="rect" id="node18" href="gmm_8hpp.html" title="src/mlpack/methods\l/gmm/gmm.hpp" alt="" coords="13,697,153,738"/>
<area shape="rect" id="node19" href="hmm__model_8hpp.html" title="src/mlpack/methods\l/hmm/hmm_model.hpp" alt="" coords="5,801,160,842"/>
<area shape="rect" id="node21" href="kernel__pca_2kernel__rules_2nystroem__method_8hpp.html" title="src/mlpack/methods\l/kernel_pca/kernel_rules\l/nystroem_method.hpp" alt="" coords="204,793,367,849"/>
<area shape="rect" id="node22" href="nystroem__method_2nystroem__method_8hpp.html" title="src/mlpack/methods\l/nystroem_method/nystroem\l_method.hpp" alt="" coords="239,689,427,745"/>
<area shape="rect" id="node25" href="dbscan_8hpp.html" title="src/mlpack/methods\l/dbscan/dbscan.hpp" alt="" coords="1854,593,1994,634"/>
<area shape="rect" id="node29" href="ra__typedef_8hpp.html" title="src/mlpack/methods\l/rann/ra_typedef.hpp" alt="" coords="711,697,852,738"/>
<area shape="rect" id="node34" href="hyperplane_8hpp.html" title="src/mlpack/core/tree\l/space_split/hyperplane.hpp" alt="" coords="2625,288,2809,329"/>
<area shape="rect" id="node35" href="mean__space__split_8hpp.html" title="src/mlpack/core/tree\l/space_split/mean_space\l_split.hpp" alt="" coords="2528,377,2699,433"/>
<area shape="rect" id="node42" href="midpoint__space__split_8hpp.html" title="src/mlpack/core/tree\l/space_split/midpoint\l_space_split.hpp" alt="" coords="2934,377,3079,433"/>
<area shape="rect" id="node43" href="space__split_8hpp.html" title="src/mlpack/core/tree\l/space_split/space_split.hpp" alt="" coords="2723,385,2909,426"/>
<area shape="rect" id="node36" href="core_2tree_2spill__tree_2typedef_8hpp.html" title="src/mlpack/core/tree\l/spill_tree/typedef.hpp" alt="" coords="2538,489,2689,530"/>
<area shape="rect" id="node38" href="spill__tree_2spill__tree_8hpp.html" title="src/mlpack/core/tree\l/spill_tree/spill_tree.hpp" alt="" coords="2611,697,2770,738"/>
<area shape="rect" id="node39" href="is__spill__tree_8hpp.html" title="Definition of IsSpillTree. " alt="" coords="2433,793,2575,849"/>
<area shape="rect" id="node40" href="spill__single__tree__traverser_8hpp.html" title="src/mlpack/core/tree\l/spill_tree/spill_single\l_tree_traverser.hpp" alt="" coords="2599,793,2745,849"/>
<area shape="rect" id="node41" href="spill__dual__tree__traverser_8hpp.html" title="src/mlpack/core/tree\l/spill_tree/spill_dual\l_tree_traverser.hpp" alt="" coords="2769,793,2911,849"/>
</map>
</div>
</div>
<p><a href="cellbound_8hpp_source.html">Go to the source code of this file.</a></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="nested-classes"></a>
Classes</h2></td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmlpack_1_1bound_1_1BoundTraits_3_01CellBound_3_01MetricType_00_01ElemType_01_4_01_4.html">mlpack::bound::BoundTraits&lt; CellBound&lt; MetricType, ElemType &gt; &gt;</a></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlpack_1_1bound_1_1CellBound.html">mlpack::bound::CellBound&lt; MetricType, ElemType &gt;</a></td></tr>
<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">The <a class="el" href="classmlpack_1_1bound_1_1CellBound.html" title="The CellBound class describes a bound that consists of a number of hyperrectangles. ">CellBound</a> class describes a bound that consists of a number of hyperrectangles. <a href="classmlpack_1_1bound_1_1CellBound.html#details">More...</a><br /></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="namespaces"></a>
Namespaces</h2></td></tr>
<tr class="memitem:namespacemlpack"><td class="memItemLeft" align="right" valign="top"> &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlpack.html">mlpack</a></td></tr>
<tr class="memdesc:namespacemlpack"><td class="mdescLeft">&#160;</td><td class="mdescRight">Linear algebra utility functions, generally performed on matrices or vectors. <br /></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:namespacemlpack_1_1bound"><td class="memItemLeft" align="right" valign="top"> &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlpack_1_1bound.html">mlpack::bound</a></td></tr>
<tr class="separator:"><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 author"><dt>Author</dt><dd>Mikhail Lozhnikov</dd></dl>
<p>Definition of the CellBound class. The class describes a bound that consists of a number of hyperrectangles. These hyperrectangles do not overlap each other. The bound is limited by an outer hyperrectangle and two addresses, the lower address and the high address. Thus, the bound contains all points included between the lower and the high addresses.</p>
<p>The notion of addresses is described in the following paper. </p><div class="fragment"><div class="line">@inproceedings{bayer1997,</div><div class="line"> author = {Bayer, Rudolf},</div><div class="line"> title = {The Universal B-Tree <span class="keywordflow">for</span> Multidimensional Indexing: General</div><div class="line"> Concepts},</div><div class="line"> booktitle = {Proceedings of the International Conference on Worldwide</div><div class="line"> Computing and Its Applications},</div><div class="line"> series = {WWCA <span class="stringliteral">&#39;97},</span></div><div class="line"><span class="stringliteral"> year = {1997},</span></div><div class="line"><span class="stringliteral"> isbn = {3-540-63343-X},</span></div><div class="line"><span class="stringliteral"> pages = {198--209},</span></div><div class="line"><span class="stringliteral"> numpages = {12},</span></div><div class="line"><span class="stringliteral"> publisher = {Springer-Verlag},</span></div><div class="line"><span class="stringliteral"> address = {London, UK, UK},</span></div><div class="line"><span class="stringliteral">}</span></div></div><!-- fragment --><p>mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see <a href="http://www.opensource.org/licenses/BSD-3-Clause">http://www.opensource.org/licenses/BSD-3-Clause</a> for more information. </p>
<p>Definition in file <a class="el" href="cellbound_8hpp_source.html">cellbound.hpp</a>.</p>
</div></div><!-- contents -->
<!-- start footer part -->
<hr class="footer"/><address class="footer"><small>
Generated by &#160;<a href="http://www.doxygen.org/index.html">
<img class="footer" src="doxygen.png" alt="doxygen"/>
</a> 1.8.11
</small></address>
</body>
<script type="text/javascript">
var x = document.getElementsByClassName("formulaDsp");
var i;
for (i = 0; i < x.length; i++)
{
x[i].width /= 4;
}
</script>
</html>