backup/C-Plus-Plus
1
0
Fork 0
mirror of https://github.com/TheAlgorithms/C-Plus-Plus.git synced 2026-05-01 22:13:03 +08:00
Code Issues Projects Releases Wiki Activity

Documentation for f1eddf4d65

Browse Source
This commit is contained in:
realstealthninja
2025-07-09 10:53:16 +00:00
parent e7edde96ab
commit b41207008f
2497 changed files with 31270 additions and 40283 deletions
Download Patch File Download Diff File Expand all files Collapse all files

78
d9/d49/kohonen__som__trace_8cpp.html
View File

@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
<meta http-equiv="X-UA-Compatible" content="IE=11"/>
<meta name="generator" content="Doxygen 1.13.2"/>
<meta name="generator" content="Doxygen 1.14.0"/>
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<title>TheAlgorithms/C++: machine_learning/kohonen_som_trace.cpp File Reference</title>
<link rel="icon" href="../../favicon.svg" type="image/x-icon" />
@@ -19,7 +19,6 @@
<link href="../../navtree.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="../../navtreedata.js"></script>
<script type="text/javascript" src="../../navtree.js"></script>
<script type="text/javascript" src="../../resize.js"></script>
<script type="text/javascript" src="../../cookie.js"></script>
<link href="../../search/search.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="../../search/searchdata.js"></script>
@@ -60,26 +59,20 @@ window.MathJax = {
</table>
</div>
<!-- end header part -->
<!-- Generated by Doxygen 1.13.2 -->
<!-- Generated by Doxygen 1.14.0 -->
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
var searchBox = new SearchBox("searchBox", "../../search/",'.html');
/* @license-end */
</script>
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
$(function() { codefold.init(1); });
/* @license-end */
$(function() { codefold.init(); });
</script>
<script type="text/javascript" src="../../menudata.js"></script>
<script type="text/javascript" src="../../menu.js"></script>
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
$(function() {
initMenu('../../',true,false,'search.php','Search',true);
$(function() { init_search(); });
});
/* @license-end */
</script>
<div id="main-nav"></div>
</div><!-- top -->
@@ -94,10 +87,9 @@ $(function() {
</div>
</div>
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
$(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp.html','../../'); initResizable(true); });
/* @license-end */
$(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp.html','../../',''); });
</script>
<div id="container">
<div id="doc-content">
<!-- window showing the filter options -->
<div id="MSearchSelectWindow"
@@ -121,10 +113,6 @@ $(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp.html','../../'); initR
</div>
<div class="header">
<div class="summary">
<a href="#namespaces">Namespaces</a> &#124;
<a href="#define-members">Macros</a> &#124;
<a href="#func-members">Functions</a> </div>
<div class="headertitle"><div class="title">kohonen_som_trace.cpp File Reference<div class="ingroups"><a class="el" href="../../d9/d66/group__machine__learning.html">Machine Learning Algorithms</a></div></div></div>
</div><!--header-->
<div class="contents">
@@ -143,47 +131,33 @@ $(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp.html','../../'); initR
</div><div class="textblock"><div class="dynheader">
Include dependency graph for kohonen_som_trace.cpp:</div>
<div class="dyncontent">
<div class="center"><div class="zoom"><iframe scrolling="no" frameborder="0" src="../../d4/d60/kohonen__som__trace_8cpp__incl.svg" width="100%" height="394"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div></div>
<div class="center"><div class="zoom"><iframe scrolling="no" loading="lazy" frameborder="0" src="../../d4/d60/kohonen__som__trace_8cpp__incl.svg" width="100%" height="394"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div></div>
</div>
</div>
<p><a href="../../d9/d49/kohonen__som__trace_8cpp_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 id="namespaces" name="namespaces"></a>
<tr class="heading"><td colspan="2"><h2 id="header-namespaces" class="groupheader"><a id="namespaces" name="namespaces"></a>
Namespaces</h2></td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">namespace &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d8/d77/namespacemachine__learning.html">machine_learning</a></td></tr>
<tr class="memitem:machine_5Flearning" id="r_machine_5Flearning"><td class="memItemLeft" align="right" valign="top">namespace &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d8/d77/namespacemachine__learning.html">machine_learning</a></td></tr>
<tr class="memdesc:d8/d77/namespacemachine__learning"><td class="mdescLeft">&#160;</td><td class="mdescRight"><a href="https://en.wikipedia.org/wiki/A*_search_algorithm" target="_blank">A* search algorithm</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 id="func-members" name="func-members"></a>
<tr class="heading"><td colspan="2"><h2 id="header-func-members" class="groupheader"><a id="func-members" name="func-members"></a>
Functions</h2></td></tr>
<tr class="memitem:gaf5ce14f026d6d231bef29161bac2b485" id="r_gaf5ce14f026d6d231bef29161bac2b485"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d9/d66/group__machine__learning.html#gaf5ce14f026d6d231bef29161bac2b485">_random</a> (double a, double b)</td></tr>
<tr class="separator:gaf5ce14f026d6d231bef29161bac2b485"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:gae0208548f8b393528e5db01717e88e67" id="r_gae0208548f8b393528e5db01717e88e67"><td class="memItemLeft" align="right" valign="top">int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a> (const char *fname, const std::vector&lt; std::valarray&lt; double &gt; &gt; &amp;X)</td></tr>
<tr class="separator:gae0208548f8b393528e5db01717e88e67"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aa6aac06ccf128b0a9c55c9ee1a8e5631" id="r_aa6aac06ccf128b0a9c55c9ee1a8e5631"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d8/d77/namespacemachine__learning.html#aa6aac06ccf128b0a9c55c9ee1a8e5631">machine_learning::update_weights</a> (const std::valarray&lt; double &gt; &amp;x, std::vector&lt; std::valarray&lt; double &gt; &gt; *W, std::valarray&lt; double &gt; *D, double alpha, int R)</td></tr>
<tr class="separator:aa6aac06ccf128b0a9c55c9ee1a8e5631"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a042f435bca0839e721fc1574a61e8da3" id="r_a042f435bca0839e721fc1574a61e8da3"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../../d8/d77/namespacemachine__learning.html#a042f435bca0839e721fc1574a61e8da3">machine_learning::kohonen_som_tracer</a> (const std::vector&lt; std::valarray&lt; double &gt; &gt; &amp;X, std::vector&lt; std::valarray&lt; double &gt; &gt; *W, double alpha_min)</td></tr>
<tr class="separator:a042f435bca0839e721fc1574a61e8da3"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae571600aa42a81bc14a4a602ea5ff00d" id="r_ae571600aa42a81bc14a4a602ea5ff00d"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#ae571600aa42a81bc14a4a602ea5ff00d">test_circle</a> (std::vector&lt; std::valarray&lt; double &gt; &gt; *<a class="el" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>)</td></tr>
<tr class="separator:ae571600aa42a81bc14a4a602ea5ff00d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a1440a7779ac56f47a3f355ce4a8c7da0" id="r_a1440a7779ac56f47a3f355ce4a8c7da0"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a1440a7779ac56f47a3f355ce4a8c7da0">test1</a> ()</td></tr>
<tr class="separator:a1440a7779ac56f47a3f355ce4a8c7da0"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a53082f2e5bacec40266499da4547309a" id="r_a53082f2e5bacec40266499da4547309a"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a53082f2e5bacec40266499da4547309a">test_lamniscate</a> (std::vector&lt; std::valarray&lt; double &gt; &gt; *<a class="el" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>)</td></tr>
<tr class="separator:a53082f2e5bacec40266499da4547309a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a0283886819c7c140a023582b7269e2d0" id="r_a0283886819c7c140a023582b7269e2d0"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a0283886819c7c140a023582b7269e2d0">test2</a> ()</td></tr>
<tr class="separator:a0283886819c7c140a023582b7269e2d0"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a7154fe319e6033485a8a6cd6f0d8932d" id="r_a7154fe319e6033485a8a6cd6f0d8932d"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a7154fe319e6033485a8a6cd6f0d8932d">test_3d_classes</a> (std::vector&lt; std::valarray&lt; double &gt; &gt; *<a class="el" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>)</td></tr>
<tr class="separator:a7154fe319e6033485a8a6cd6f0d8932d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a6d0455dd5c30adda100e95f0423c786e" id="r_a6d0455dd5c30adda100e95f0423c786e"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a6d0455dd5c30adda100e95f0423c786e">test3</a> ()</td></tr>
<tr class="separator:a6d0455dd5c30adda100e95f0423c786e"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2256c10b16edba377b64a44b6c656908" id="r_a2256c10b16edba377b64a44b6c656908"><td class="memItemLeft" align="right" valign="top">double&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a2256c10b16edba377b64a44b6c656908">get_clock_diff</a> (clock_t start_t, clock_t end_t)</td></tr>
<tr class="separator:a2256c10b16edba377b64a44b6c656908"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a3c04138a5bfe5d72780bb7e82a18e627" id="r_a3c04138a5bfe5d72780bb7e82a18e627"><td class="memItemLeft" align="right" valign="top">int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a3c04138a5bfe5d72780bb7e82a18e627">main</a> (int argc, char **argv)</td></tr>
<tr class="separator:a3c04138a5bfe5d72780bb7e82a18e627"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a042f435bca0839e721fc1574a61e8da3" id="r_a042f435bca0839e721fc1574a61e8da3"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a042f435bca0839e721fc1574a61e8da3">kohonen_som_tracer</a> (const std::vector&lt; std::valarray&lt; double &gt; &gt; &amp;X, std::vector&lt; std::valarray&lt; double &gt; &gt; *W, double alpha_min)</td></tr>
<tr class="separator:a042f435bca0839e721fc1574a61e8da3"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<a name="details" id="details"></a><h2 id="header-details" class="groupheader">Detailed Description</h2>
<div class="textblock"><p><a href="https://en.wikipedia.org/wiki/Self-organizing_map" target="_blank">Kohonen self organizing map</a> (data tracing) </p>
<p>This example implements a powerful self organizing map algorithm. The algorithm creates a connected network of weights that closely follows the given data points. This this creates a chain of nodes that resembles the given input shape.</p>
<dl class="section author"><dt>Author</dt><dd><a href="https://github.com/kvedala" target="_blank">Krishna Vedala</a></dd></dl>
@@ -193,7 +167,7 @@ The compiled code is much slower when compiled with MS Visual C++ 2019 than with
<dl class="section see"><dt>See also</dt><dd><a class="el" href="../../d4/def/kohonen__som__topology_8cpp.html" title="Kohonen self organizing map (topological map)">kohonen_som_topology.cpp</a> </dd></dl>
<p class="definition">Definition in file <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html">kohonen_som_trace.cpp</a>.</p>
</div><h2 class="groupheader">Function Documentation</h2>
</div><a name="doc-func-members" id="doc-func-members"></a><h2 id="header-doc-func-members" class="groupheader">Function Documentation</h2>
<a id="a2256c10b16edba377b64a44b6c656908" name="a2256c10b16edba377b64a44b6c656908"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a2256c10b16edba377b64a44b6c656908">&#9670;&#160;</a></span>get_clock_diff()</h2>
@@ -368,9 +342,9 @@ The compiled code is much slower when compiled with MS Visual C++ 2019 than with
</table>
</div><div class="memdoc">
<p>Test that creates a random set of points distributed <em>near</em> the circumference of a circle and trains an SOM that finds that circular pattern. The following <a href="https://en.wikipedia.org/wiki/Comma-separated_values" target="_blank">CSV</a> files are created to validate the execution:</p><ul>
<li><code>test1.csv</code>: random test samples points with a circular pattern</li>
<li><code>w11.csv</code>: initial random map</li>
<li><code>w12.csv</code>: trained SOM map</li>
<li><span class="tt">test1.csv</span>: random test samples points with a circular pattern</li>
<li><span class="tt">w11.csv</span>: initial random map</li>
<li><span class="tt">w12.csv</span>: trained SOM map</li>
</ul>
<p>The outputs can be readily plotted in <a href="https:://gnuplot.info" target="_blank">gnuplot</a> using the following snippet </p><div class="fragment"><div class="line">set datafile separator &#39;,&#39;</div>
<div class="line">plot &quot;test1.csv&quot; title &quot;original&quot;, \</div>
@@ -432,9 +406,9 @@ The compiled code is much slower when compiled with MS Visual C++ 2019 than with
</table>
</div><div class="memdoc">
<p>Test that creates a random set of points distributed <em>near</em> the locus of the <a href="https://en.wikipedia.org/wiki/Lemniscate_of_Gerono" target="_blank">Lamniscate of Gerono</a> and trains an SOM that finds that circular pattern. The following <a href="https://en.wikipedia.org/wiki/Comma-separated_values" target="_blank">CSV</a> files are created to validate the execution:</p><ul>
<li><code>test2.csv</code>: random test samples points with a lamniscate pattern</li>
<li><code>w21.csv</code>: initial random map</li>
<li><code>w22.csv</code>: trained SOM map</li>
<li><span class="tt">test2.csv</span>: random test samples points with a lamniscate pattern</li>
<li><span class="tt">w21.csv</span>: initial random map</li>
<li><span class="tt">w22.csv</span>: trained SOM map</li>
</ul>
<p>The outputs can be readily plotted in <a href="https:://gnuplot.info" target="_blank">gnuplot</a> using the following snippet </p><div class="fragment"><div class="line">set datafile separator &#39;,&#39;</div>
<div class="line">plot &quot;test2.csv&quot; title &quot;original&quot;, \</div>
@@ -493,9 +467,9 @@ The compiled code is much slower when compiled with MS Visual C++ 2019 than with
</table>
</div><div class="memdoc">
<p>Test that creates a random set of points distributed in six clusters in 3D space. The following <a href="https://en.wikipedia.org/wiki/Comma-separated_values" target="_blank">CSV</a> files are created to validate the execution:</p><ul>
<li><code>test3.csv</code>: random test samples points with a circular pattern</li>
<li><code>w31.csv</code>: initial random map</li>
<li><code>w32.csv</code>: trained SOM map</li>
<li><span class="tt">test3.csv</span>: random test samples points with a circular pattern</li>
<li><span class="tt">w31.csv</span>: initial random map</li>
<li><span class="tt">w32.csv</span>: trained SOM map</li>
</ul>
<p>The outputs can be readily plotted in <a href="https:://gnuplot.info" target="_blank">gnuplot</a> using the following snippet </p><div class="fragment"><div class="line">set datafile separator &#39;,&#39;</div>
<div class="line">plot &quot;test3.csv&quot; title &quot;original&quot;, \</div>
@@ -711,11 +685,19 @@ y &amp;=&amp; \delta y + \frac{\sin(2\theta)}{2}
</div>
</div><!-- contents -->
</div><!-- doc-content -->
<div id="page-nav" class="page-nav-panel">
<div id="page-nav-resize-handle"></div>
<div id="page-nav-tree">
<div id="page-nav-contents">
</div><!-- page-nav-contents -->
</div><!-- page-nav-tree -->
</div><!-- page-nav -->
</div><!-- container -->
<!-- start footer part -->
<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
<ul>
<li class="navelem"><a class="el" href="../../dir_3343723ae086de42ee4ca9774da3a13f.html">machine_learning</a></li><li class="navelem"><a class="el" href="../../d9/d49/kohonen__som__trace_8cpp.html">kohonen_som_trace.cpp</a></li>
<li class="footer">Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="../../doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.13.2 </li>
<li class="navelem"><a href="../../dir_3343723ae086de42ee4ca9774da3a13f.html">machine_learning</a></li><li class="navelem"><a href="../../d9/d49/kohonen__som__trace_8cpp.html">kohonen_som_trace.cpp</a></li>
<li class="footer">Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="../../doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.14.0 </li>
</ul>
</div>
</body>

23
d9/d49/kohonen__som__trace_8cpp_source.html
View File

@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
<meta http-equiv="X-UA-Compatible" content="IE=11"/>
<meta name="generator" content="Doxygen 1.13.2"/>
<meta name="generator" content="Doxygen 1.14.0"/>
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<title>TheAlgorithms/C++: machine_learning/kohonen_som_trace.cpp Source File</title>
<link rel="icon" href="../../favicon.svg" type="image/x-icon" />
@@ -19,7 +19,6 @@
<link href="../../navtree.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="../../navtreedata.js"></script>
<script type="text/javascript" src="../../navtree.js"></script>
<script type="text/javascript" src="../../resize.js"></script>
<script type="text/javascript" src="../../cookie.js"></script>
<link href="../../search/search.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="../../search/searchdata.js"></script>
@@ -60,26 +59,20 @@ window.MathJax = {
</table>
</div>
<!-- end header part -->
<!-- Generated by Doxygen 1.13.2 -->
<!-- Generated by Doxygen 1.14.0 -->
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
var searchBox = new SearchBox("searchBox", "../../search/",'.html');
/* @license-end */
</script>
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
$(function() { codefold.init(1); });
/* @license-end */
$(function() { codefold.init(); });
</script>
<script type="text/javascript" src="../../menudata.js"></script>
<script type="text/javascript" src="../../menu.js"></script>
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
$(function() {
initMenu('../../',true,false,'search.php','Search',true);
$(function() { init_search(); });
});
/* @license-end */
</script>
<div id="main-nav"></div>
</div><!-- top -->
@@ -94,10 +87,9 @@ $(function() {
</div>
</div>
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
$(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp_source.html','../../'); initResizable(true); });
/* @license-end */
$(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp_source.html','../../',''); });
</script>
<div id="container">
<div id="doc-content">
<!-- window showing the filter options -->
<div id="MSearchSelectWindow"
@@ -488,11 +480,12 @@ $(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp_source.html','../../')
<div class="ttc" id="anamespacemachine__learning_html_ae868ad43698a1d69ba46ea3827d7d2c3"><div class="ttname"><a href="../../d8/d77/namespacemachine__learning.html#ae868ad43698a1d69ba46ea3827d7d2c3">machine_learning::update_weights</a></div><div class="ttdeci">double update_weights(const std::valarray&lt; double &gt; &amp;X, std::vector&lt; std::vector&lt; std::valarray&lt; double &gt; &gt; &gt; *W, std::vector&lt; std::valarray&lt; double &gt; &gt; *D, double alpha, int R)</div><div class="ttdef"><b>Definition</b> <a href="../../d4/def/kohonen__som__topology_8cpp_source.html#l00200">kohonen_som_topology.cpp:200</a></div></div>
</div><!-- fragment --></div><!-- contents -->
</div><!-- doc-content -->
</div><!-- container -->
<!-- start footer part -->
<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
<ul>
<li class="navelem"><a class="el" href="../../dir_3343723ae086de42ee4ca9774da3a13f.html">machine_learning</a></li><li class="navelem"><a class="el" href="../../d9/d49/kohonen__som__trace_8cpp.html">kohonen_som_trace.cpp</a></li>
<li class="footer">Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="../../doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.13.2 </li>
<li class="navelem"><a href="../../dir_3343723ae086de42ee4ca9774da3a13f.html">machine_learning</a></li><li class="navelem"><a href="../../d9/d49/kohonen__som__trace_8cpp.html">kohonen_som_trace.cpp</a></li>
<li class="footer">Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="../../doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.14.0 </li>
</ul>
</div>
</body>

50
d9/d49/structdata__structures_1_1_node.html
View File

@@ -4,7 +4,7 @@
<head>
<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
<meta http-equiv="X-UA-Compatible" content="IE=11"/>
<meta name="generator" content="Doxygen 1.13.2"/>
<meta name="generator" content="Doxygen 1.14.0"/>
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<title>TheAlgorithms/C++: data_structures::Node Struct Reference</title>
<link rel="icon" href="../../favicon.svg" type="image/x-icon" />
@@ -19,7 +19,6 @@
<link href="../../navtree.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="../../navtreedata.js"></script>
<script type="text/javascript" src="../../navtree.js"></script>
<script type="text/javascript" src="../../resize.js"></script>
<script type="text/javascript" src="../../cookie.js"></script>
<link href="../../search/search.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="../../search/searchdata.js"></script>
@@ -60,26 +59,20 @@ window.MathJax = {
</table>
</div>
<!-- end header part -->
<!-- Generated by Doxygen 1.13.2 -->
<!-- Generated by Doxygen 1.14.0 -->
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
var searchBox = new SearchBox("searchBox", "../../search/",'.html');
/* @license-end */
</script>
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
$(function() { codefold.init(1); });
/* @license-end */
$(function() { codefold.init(); });
</script>
<script type="text/javascript" src="../../menudata.js"></script>
<script type="text/javascript" src="../../menu.js"></script>
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
$(function() {
initMenu('../../',true,false,'search.php','Search',true);
$(function() { init_search(); });
});
/* @license-end */
</script>
<div id="main-nav"></div>
</div><!-- top -->
@@ -94,10 +87,9 @@ $(function() {
</div>
</div>
<script type="text/javascript">
/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
$(function(){initNavTree('d9/d49/structdata__structures_1_1_node.html','../../'); initResizable(true); });
/* @license-end */
$(function(){initNavTree('d9/d49/structdata__structures_1_1_node.html','../../','dc/d25/structdata__structures_1_1_node-members'); });
</script>
<div id="container">
<div id="doc-content">
<!-- window showing the filter options -->
<div id="MSearchSelectWindow"
@@ -121,41 +113,33 @@ $(function(){initNavTree('d9/d49/structdata__structures_1_1_node.html','../../')
</div>
<div class="header">
<div class="summary">
<a href="#pub-methods">Public Member Functions</a> &#124;
<a href="#pub-attribs">Public Attributes</a> &#124;
<a href="../../dc/d25/structdata__structures_1_1_node-members.html">List of all members</a> </div>
<div class="headertitle"><div class="title">data_structures::Node Struct Reference</div></div>
</div><!--header-->
<div class="contents">
<div class="dynheader">
Collaboration diagram for data_structures::Node:</div>
<div class="dyncontent">
<div class="center"><iframe scrolling="no" frameborder="0" src="../../d5/dc3/structdata__structures_1_1_node__coll__graph.svg" width="230" height="259"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div>
<div class="center"><iframe scrolling="no" loading="lazy" frameborder="0" src="../../d5/dc3/structdata__structures_1_1_node__coll__graph.svg" width="240" height="275"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe></div>
<center><span class="legend">[<a target="top" href="../../graph_legend.html">legend</a>]</span></center></div>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-methods" name="pub-methods"></a>
<tr class="heading"><td colspan="2"><h2 id="header-pub-methods" class="groupheader"><a id="pub-methods" name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:a54a6777e72b639c3ee6446a541db8e78" id="r_a54a6777e72b639c3ee6446a541db8e78"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a54a6777e72b639c3ee6446a541db8e78">Node</a> (int <a class="el" href="#ac75aa86a598357c5c882ec6a1174aa68">key</a>, int level, void *<a class="el" href="#a6b973b0bded99b0c0bd84e887bf8c731">value</a>=nullptr)</td></tr>
<tr class="separator:a54a6777e72b639c3ee6446a541db8e78"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-attribs" name="pub-attribs"></a>
<tr class="heading"><td colspan="2"><h2 id="header-pub-attribs" class="groupheader"><a id="pub-attribs" name="pub-attribs"></a>
Public Attributes</h2></td></tr>
<tr class="memitem:ac75aa86a598357c5c882ec6a1174aa68" id="r_ac75aa86a598357c5c882ec6a1174aa68"><td class="memItemLeft" align="right" valign="top">int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#ac75aa86a598357c5c882ec6a1174aa68">key</a></td></tr>
<tr class="memdesc:ac75aa86a598357c5c882ec6a1174aa68"><td class="mdescLeft">&#160;</td><td class="mdescRight">key integer <br /></td></tr>
<tr class="separator:ac75aa86a598357c5c882ec6a1174aa68"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a6b973b0bded99b0c0bd84e887bf8c731" id="r_a6b973b0bded99b0c0bd84e887bf8c731"><td class="memItemLeft" align="right" valign="top">void *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a6b973b0bded99b0c0bd84e887bf8c731">value</a></td></tr>
<tr class="memdesc:a6b973b0bded99b0c0bd84e887bf8c731"><td class="mdescLeft">&#160;</td><td class="mdescRight">pointer of value <br /></td></tr>
<tr class="separator:a6b973b0bded99b0c0bd84e887bf8c731"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac916d833aad2b9c41f01a92db2f8c48e" id="r_ac916d833aad2b9c41f01a92db2f8c48e"><td class="memItemLeft" align="right" valign="top">std::vector&lt; std::shared_ptr&lt; <a class="el" href="../../d9/d49/structdata__structures_1_1_node.html">Node</a> &gt; &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#ac916d833aad2b9c41f01a92db2f8c48e">forward</a></td></tr>
<tr class="memdesc:ac916d833aad2b9c41f01a92db2f8c48e"><td class="mdescLeft">&#160;</td><td class="mdescRight">nodes of the given one in all levels <br /></td></tr>
<tr class="separator:ac916d833aad2b9c41f01a92db2f8c48e"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<a name="details" id="details"></a><h2 id="header-details" class="groupheader">Detailed Description</h2>
<div class="textblock"><p><a class="el" href="../../d9/d49/structdata__structures_1_1_node.html">Node</a> structure [Key][Node*, Node*...] </p>
<p class="definition">Definition at line <a class="el" href="../../d0/d5a/skip__list_8cpp_source.html#l00033">33</a> of file <a class="el" href="../../d0/d5a/skip__list_8cpp_source.html">skip_list.cpp</a>.</p>
</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
</div><a name="doc-constructors" id="doc-constructors"></a><h2 id="header-doc-constructors" class="groupheader">Constructor &amp; Destructor Documentation</h2>
<a id="a54a6777e72b639c3ee6446a541db8e78" name="a54a6777e72b639c3ee6446a541db8e78"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a54a6777e72b639c3ee6446a541db8e78">&#9670;&#160;</a></span>Node()</h2>
@@ -208,7 +192,7 @@ Public Attributes</h2></td></tr>
</div><!-- fragment -->
</div>
</div>
<h2 class="groupheader">Member Data Documentation</h2>
<a name="doc-variable-members" id="doc-variable-members"></a><h2 id="header-doc-variable-members" class="groupheader">Member Data Documentation</h2>
<a id="ac916d833aad2b9c41f01a92db2f8c48e" name="ac916d833aad2b9c41f01a92db2f8c48e"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ac916d833aad2b9c41f01a92db2f8c48e">&#9670;&#160;</a></span>forward</h2>
@@ -268,11 +252,19 @@ Public Attributes</h2></td></tr>
</ul>
</div><!-- contents -->
</div><!-- doc-content -->
<div id="page-nav" class="page-nav-panel">
<div id="page-nav-resize-handle"></div>
<div id="page-nav-tree">
<div id="page-nav-contents">
</div><!-- page-nav-contents -->
</div><!-- page-nav-tree -->
</div><!-- page-nav -->
</div><!-- container -->
<!-- start footer part -->
<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
<ul>
<li class="navelem"><a class="el" href="../../d5/d3c/namespacedata__structures.html">data_structures</a></li><li class="navelem"><a class="el" href="../../d9/d49/structdata__structures_1_1_node.html">Node</a></li>
<li class="footer">Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="../../doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.13.2 </li>
<li class="navelem"><a href="../../d5/d3c/namespacedata__structures.html">data_structures</a></li><li class="navelem"><a href="../../d9/d49/structdata__structures_1_1_node.html">Node</a></li>
<li class="footer">Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="../../doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.14.0 </li>
</ul>
</div>
</body>