Documentation for c26eea874d

2026-07-10 14:07:06 +08:00 · 2025-05-19 11:38:33 +00:00
parent c7a9a42397
commit 14583a2f33
2829 changed files with 30266 additions and 21669 deletions
--- a/d9/d00/factorial_8cpp.html
+++ b/d9/d00/factorial_8cpp.html
@@ -4,7 +4,7 @@
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+<meta name="generator" content="Doxygen 1.13.2"/>
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 <title>TheAlgorithms/C++: math/factorial.cpp File Reference</title>
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@@ -60,7 +60,7 @@ window.MathJax = {
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-<!-- Generated by Doxygen 1.12.0 -->
+<!-- Generated by Doxygen 1.13.2 -->
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@@ -215,7 +215,7 @@ Functions</h2></td></tr>
      </table>
  </td>
  <td class="mlabels-right">
-<span class="mlabels"><span class="mlabel">static</span></span>  </td>
+<span class="mlabels"><span class="mlabel static">static</span></span>  </td>
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@@ -242,7 +242,7 @@ Functions</h2></td></tr>
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  <ul>
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-    <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> 1.12.0 </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>
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--- a/d9/d00/factorial_8cpp.js
+++ b/d9/d00/factorial_8cpp.js
@@ -1,6 +1,6 @@
 var factorial_8cpp =
 [
-    [ "factorial", "d9/d00/factorial_8cpp.html#a7e78996673df791014cfe540b183456a", null ],
+    [ "math::factorial", "dd/d47/namespacemath.html#a7e78996673df791014cfe540b183456a", null ],
    [ "main", "d9/d00/factorial_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4", null ],
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--- a/d9/d00/factorial_8cpp_source.html
+++ b/d9/d00/factorial_8cpp_source.html
@@ -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 1.12.0"/>
+<meta name="generator" content="Doxygen 1.13.2"/>
 <meta name="viewport" content="width=device-width, initial-scale=1"/>
 <title>TheAlgorithms/C++: math/factorial.cpp Source File</title>
 <link rel="icon" href="../../favicon.svg" type="image/x-icon" />
@@ -60,7 +60,7 @@ window.MathJax = {
 </table>
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-<!-- Generated by Doxygen 1.12.0 -->
+<!-- Generated by Doxygen 1.13.2 -->
 <script type="text/javascript">
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 var searchBox = new SearchBox("searchBox", "../../search/",'.html');
@@ -124,12 +124,13 @@ $(function(){initNavTree('d9/d00/factorial_8cpp_source.html','../../'); initResi
  <div class="headertitle"><div class="title">factorial.cpp</div></div>
 </div><!--header-->
 <div class="contents">
-<a href="../../d9/d00/factorial_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span> </div>
+<a href="../../d9/d00/factorial_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span></div>
+<div class="line"><a id="l00013" name="l00013"></a><span class="lineno">   13</span> </div>
 <div class="line"><a id="l00014" name="l00014"></a><span class="lineno">   14</span><span class="preprocessor">#include &lt;cassert&gt;</span>   </div>
 <div class="line"><a id="l00015" name="l00015"></a><span class="lineno">   15</span><span class="preprocessor">#include &lt;cstdint&gt;</span></div>
 <div class="line"><a id="l00016" name="l00016"></a><span class="lineno">   16</span><span class="preprocessor">#include &lt;iostream&gt;</span>  </div>
 <div class="line"><a id="l00021" name="l00021"></a><span class="lineno">   21</span><span class="keyword">namespace </span><a class="code hl_namespace" href="../../dd/d47/namespacemath.html">math</a> {</div>
-<div class="line"><a id="l00022" name="l00022"></a><span class="lineno">   22</span> </div>
+<div class="line"><a id="l00022" name="l00022"></a><span class="lineno">   22</span></div>
 <div class="foldopen" id="foldopen00029" data-start="{" data-end="}">
 <div class="line"><a id="l00029" name="l00029"></a><span class="lineno"><a class="line" href="../../dd/d47/namespacemath.html#a7e78996673df791014cfe540b183456a">   29</a></span>uint64_t <a class="code hl_function" href="../../dd/d47/namespacemath.html#a7e78996673df791014cfe540b183456a">factorial</a>(uint8_t n) {</div>
 <div class="line"><a id="l00030" name="l00030"></a><span class="lineno">   30</span>    <span class="keywordflow">if</span> (n &gt; 20) {</div>
@@ -142,7 +143,7 @@ $(function(){initNavTree('d9/d00/factorial_8cpp_source.html','../../'); initResi
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 <div class="line"><a id="l00038" name="l00038"></a><span class="lineno">   38</span>}  <span class="comment">// namespace math</span></div>
-<div class="line"><a id="l00039" name="l00039"></a><span class="lineno">   39</span> </div>
+<div class="line"><a id="l00039" name="l00039"></a><span class="lineno">   39</span></div>
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 <div class="line"><a id="l00044" name="l00044"></a><span class="lineno"><a class="line" href="../../d9/d00/factorial_8cpp.html#a483bb8ccf42aaf7375a83e91490eda1e">   44</a></span><span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/d00/factorial_8cpp.html#a483bb8ccf42aaf7375a83e91490eda1e">tests</a>() {</div>
 <div class="line"><a id="l00045" name="l00045"></a><span class="lineno">   45</span>    assert(<a class="code hl_function" href="../../dd/d47/namespacemath.html#a7e78996673df791014cfe540b183456a">math::factorial</a>(1) == 1);</div>
@@ -153,7 +154,7 @@ $(function(){initNavTree('d9/d00/factorial_8cpp_source.html','../../'); initResi
 <div class="line"><a id="l00050" name="l00050"></a><span class="lineno">   50</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;All tests have passed successfully!\n&quot;</span>;</div>
 <div class="line"><a id="l00051" name="l00051"></a><span class="lineno">   51</span>}</div>
 </div>
-<div class="line"><a id="l00052" name="l00052"></a><span class="lineno">   52</span> </div>
+<div class="line"><a id="l00052" name="l00052"></a><span class="lineno">   52</span></div>
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 <div class="line"><a id="l00057" name="l00057"></a><span class="lineno"><a class="line" href="../../d9/d00/factorial_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">   57</a></span><span class="keywordtype">int</span> <a class="code hl_function" href="../../d9/d00/factorial_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main</a>() {</div>
 <div class="line"><a id="l00058" name="l00058"></a><span class="lineno">   58</span>    <a class="code hl_function" href="../../d9/d00/factorial_8cpp.html#a483bb8ccf42aaf7375a83e91490eda1e">tests</a>();  <span class="comment">// run self-test implementations</span></div>
@@ -170,7 +171,7 @@ $(function(){initNavTree('d9/d00/factorial_8cpp_source.html','../../'); initResi
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  <ul>
    <li class="navelem"><a class="el" href="../../dir_296d53ceaeaa7e099814a6def439fe8a.html">math</a></li><li class="navelem"><a class="el" href="../../d9/d00/factorial_8cpp.html">factorial.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> 1.12.0 </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>
  </ul>
 </div>
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--- a/d9/d02/linear__search_8cpp.html
+++ b/d9/d02/linear__search_8cpp.html
@@ -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 1.12.0"/>
+<meta name="generator" content="Doxygen 1.13.2"/>
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 <title>TheAlgorithms/C++: search/linear_search.cpp File Reference</title>
 <link rel="icon" href="../../favicon.svg" type="image/x-icon" />
@@ -60,7 +60,7 @@ window.MathJax = {
 </table>
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-<!-- Generated by Doxygen 1.12.0 -->
+<!-- Generated by Doxygen 1.13.2 -->
 <script type="text/javascript">
 /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
 var searchBox = new SearchBox("searchBox", "../../search/",'.html');
@@ -296,7 +296,7 @@ Functions</h2></td></tr>
      </table>
  </td>
  <td class="mlabels-right">
-<span class="mlabels"><span class="mlabel">static</span></span>  </td>
+<span class="mlabels"><span class="mlabel static">static</span></span>  </td>
  </tr>
 </table>
 </div><div class="memdoc">
@@ -337,7 +337,7 @@ Functions</h2></td></tr>
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  <ul>
    <li class="navelem"><a class="el" href="../../dir_19b2bf9199a15c634a08b1ede1dd896a.html">search</a></li><li class="navelem"><a class="el" href="../../d9/d02/linear__search_8cpp.html">linear_search.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> 1.12.0 </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>
  </ul>
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--- a/d9/d02/linear__search_8cpp_source.html
+++ b/d9/d02/linear__search_8cpp_source.html
@@ -4,7 +4,7 @@
 <head>
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-<meta name="generator" content="Doxygen 1.12.0"/>
+<meta name="generator" content="Doxygen 1.13.2"/>
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@@ -60,7 +60,7 @@ window.MathJax = {
 </table>
 </div>
 <!-- end header part -->
-<!-- Generated by Doxygen 1.12.0 -->
+<!-- Generated by Doxygen 1.13.2 -->
 <script type="text/javascript">
 /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
 var searchBox = new SearchBox("searchBox", "../../search/",'.html');
@@ -124,10 +124,11 @@ $(function(){initNavTree('d9/d02/linear__search_8cpp_source.html','../../'); ini
  <div class="headertitle"><div class="title">linear_search.cpp</div></div>
 </div><!--header-->
 <div class="contents">
-<a href="../../d9/d02/linear__search_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span> </div>
+<a href="../../d9/d02/linear__search_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span></div>
+<div class="line"><a id="l00009" name="l00009"></a><span class="lineno">    9</span> </div>
 <div class="line"><a id="l00010" name="l00010"></a><span class="lineno">   10</span><span class="preprocessor">#include &lt;cassert&gt;</span>   </div>
 <div class="line"><a id="l00011" name="l00011"></a><span class="lineno">   11</span><span class="preprocessor">#include &lt;iostream&gt;</span>  </div>
-<div class="line"><a id="l00012" name="l00012"></a><span class="lineno">   12</span> </div>
+<div class="line"><a id="l00012" name="l00012"></a><span class="lineno">   12</span></div>
 <div class="foldopen" id="foldopen00021" data-start="{" data-end="}">
 <div class="line"><a id="l00021" name="l00021"></a><span class="lineno"><a class="line" href="../../d9/d02/linear__search_8cpp.html#a84ac3988a534eb60ca351ed6caf56d84">   21</a></span><span class="keywordtype">int</span> <a class="code hl_function" href="../../d9/d02/linear__search_8cpp.html#a84ac3988a534eb60ca351ed6caf56d84">LinearSearch</a>(<span class="keywordtype">int</span> *array, <span class="keywordtype">int</span> size, <span class="keywordtype">int</span> key) {</div>
 <div class="line"><a id="l00022" name="l00022"></a><span class="lineno">   22</span>    <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; size; ++i) {</div>
@@ -141,7 +142,7 @@ $(function(){initNavTree('d9/d02/linear__search_8cpp_source.html','../../'); ini
 <div class="line"><a id="l00030" name="l00030"></a><span class="lineno">   30</span>    <span class="keywordflow">return</span> -1;</div>
 <div class="line"><a id="l00031" name="l00031"></a><span class="lineno">   31</span>}</div>
 </div>
-<div class="line"><a id="l00032" name="l00032"></a><span class="lineno">   32</span> </div>
+<div class="line"><a id="l00032" name="l00032"></a><span class="lineno">   32</span></div>
 <div class="foldopen" id="foldopen00037" data-start="{" data-end="}">
 <div class="line"><a id="l00037" name="l00037"></a><span class="lineno"><a class="line" href="../../d9/d02/linear__search_8cpp.html#a483bb8ccf42aaf7375a83e91490eda1e">   37</a></span><span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/d02/linear__search_8cpp.html#a483bb8ccf42aaf7375a83e91490eda1e">tests</a>() {</div>
 <div class="line"><a id="l00038" name="l00038"></a><span class="lineno">   38</span>    <span class="keywordtype">int</span> size = 4;</div>
@@ -167,7 +168,7 @@ $(function(){initNavTree('d9/d02/linear__search_8cpp_source.html','../../'); ini
 <div class="line"><a id="l00058" name="l00058"></a><span class="lineno">   58</span>    <span class="keyword">delete</span>[] array;  <span class="comment">// free memory up</span></div>
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 </div>
-<div class="line"><a id="l00060" name="l00060"></a><span class="lineno">   60</span> </div>
+<div class="line"><a id="l00060" name="l00060"></a><span class="lineno">   60</span></div>
 <div class="foldopen" id="foldopen00065" data-start="{" data-end="}">
 <div class="line"><a id="l00065" name="l00065"></a><span class="lineno"><a class="line" href="../../d9/d02/linear__search_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">   65</a></span><span class="keywordtype">int</span> <a class="code hl_function" href="../../d9/d02/linear__search_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main</a>() {</div>
 <div class="line"><a id="l00066" name="l00066"></a><span class="lineno">   66</span>    <span class="keywordtype">int</span> mode = 0;</div>
@@ -221,7 +222,7 @@ $(function(){initNavTree('d9/d02/linear__search_8cpp_source.html','../../'); ini
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  <ul>
    <li class="navelem"><a class="el" href="../../dir_19b2bf9199a15c634a08b1ede1dd896a.html">search</a></li><li class="navelem"><a class="el" href="../../d9/d02/linear__search_8cpp.html">linear_search.cpp</a></li>
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+    <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>
  </ul>
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--- a/d9/d03/namespacestring__search.html
+++ b/d9/d03/namespacestring__search.html
@@ -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 1.12.0"/>
+<meta name="generator" content="Doxygen 1.13.2"/>
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 <title>TheAlgorithms/C++: string_search Namespace Reference</title>
 <link rel="icon" href="../../favicon.svg" type="image/x-icon" />
@@ -60,7 +60,7 @@ window.MathJax = {
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 <!-- end header part -->
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+<!-- Generated by Doxygen 1.13.2 -->
 <script type="text/javascript">
 /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
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@@ -386,7 +386,7 @@ Functions</h2></td></tr>
 <div class="line"><span class="lineno">   54</span>    <span class="keywordflow">if</span> (pattern.empty()) {</div>
 <div class="line"><span class="lineno">   55</span>        <span class="keywordflow">return</span> 0;</div>
 <div class="line"><span class="lineno">   56</span>    }</div>
-<div class="line"><span class="lineno">   57</span>    std::vector&lt;size_t&gt; failure = getFailureArray(pattern);</div>
+<div class="line"><span class="lineno">   57</span>    std::vector&lt;size_t&gt; failure = <a class="code hl_function" href="#a83c72ff237cdf623e42d4295e0029bf9">getFailureArray</a>(pattern);</div>
 <div class="line"><span class="lineno">   58</span>    <span class="keywordtype">size_t</span> text_length = text.size();</div>
 <div class="line"><span class="lineno">   59</span>    <span class="keywordtype">size_t</span> pattern_length = pattern.size();</div>
 <div class="line"><span class="lineno">   60</span>    <span class="keywordtype">size_t</span> k = 0;</div>
@@ -401,6 +401,7 @@ Functions</h2></td></tr>
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 <div class="ttc" id="acomposite__simpson__rule_8cpp_html_a1b74d828b33760094906797042b89442"><div class="ttname"><a href="../../d4/d18/composite__simpson__rule_8cpp.html#a1b74d828b33760094906797042b89442">numerical_methods::simpson_method::k</a></div><div class="ttdeci">double k(double x)</div><div class="ttdoc">Another test function.</div><div class="ttdef"><b>Definition</b> <a href="../../d4/d18/composite__simpson__rule_8cpp_source.html#l00117">composite_simpson_rule.cpp:117</a></div></div>
+<div class="ttc" id="anamespacestring__search_html_a83c72ff237cdf623e42d4295e0029bf9"><div class="ttname"><a href="#a83c72ff237cdf623e42d4295e0029bf9">string_search::getFailureArray</a></div><div class="ttdeci">std::vector&lt; size_t &gt; getFailureArray(const std::string &amp;pattern)</div><div class="ttdoc">Generate the partial match table aka failure function for a pattern to search.</div><div class="ttdef"><b>Definition</b> <a href="../../de/d6a/knuth__morris__pratt_8cpp_source.html#l00032">knuth_morris_pratt.cpp:32</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -445,13 +446,14 @@ Functions</h2></td></tr>
 <div class="line"><span class="lineno">   91</span>        }</div>
 <div class="line"><span class="lineno">   92</span>        <span class="keywordflow">if</span> (i &lt; str.size() - pat.size()) {</div>
 <div class="line"><span class="lineno">   93</span>            str_hash =</div>
-<div class="line"><span class="lineno">   94</span>                recalculate_hash(str, i, i + pat.size(), str_hash, pat.size());</div>
+<div class="line"><span class="lineno">   94</span>                <a class="code hl_function" href="#aed769d565b705a9b3e0eb1ec74088893">recalculate_hash</a>(str, i, i + pat.size(), str_hash, pat.size());</div>
 <div class="line"><span class="lineno">   95</span>        }</div>
 <div class="line"><span class="lineno">   96</span>    }</div>
 <div class="line"><span class="lineno">   97</span>    <span class="keywordflow">return</span> -1;  <span class="comment">// return -1 if given pattern not found</span></div>
 <div class="line"><span class="lineno">   98</span>}</div>
 <div class="ttc" id="anamespacestring__search_html_a8fb0bc932ba8b582c9f4c71338d050f8"><div class="ttname"><a href="#a8fb0bc932ba8b582c9f4c71338d050f8">string_search::create_hash</a></div><div class="ttdeci">int64_t create_hash(const std::string &amp;s, int n)</div><div class="ttdef"><b>Definition</b> <a href="../../d6/dce/rabin__karp_8cpp_source.html#l00025">rabin_karp.cpp:25</a></div></div>
 <div class="ttc" id="anamespacestring__search_html_aebe07cea289a13142503d98be7df11fd"><div class="ttname"><a href="#aebe07cea289a13142503d98be7df11fd">string_search::check_if_equal</a></div><div class="ttdeci">bool check_if_equal(const std::string &amp;str1, const std::string &amp;str2, int start1, int end1, int start2, int end2)</div><div class="ttdef"><b>Definition</b> <a href="../../d6/dce/rabin__karp_8cpp_source.html#l00060">rabin_karp.cpp:60</a></div></div>
+<div class="ttc" id="anamespacestring__search_html_aed769d565b705a9b3e0eb1ec74088893"><div class="ttname"><a href="#aed769d565b705a9b3e0eb1ec74088893">string_search::recalculate_hash</a></div><div class="ttdeci">int64_t recalculate_hash(const std::string &amp;s, int old_index, int new_index, int64_t old_hash, int patLength)</div><div class="ttdef"><b>Definition</b> <a href="../../d6/dce/rabin__karp_8cpp_source.html#l00042">rabin_karp.cpp:42</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -516,7 +518,7 @@ Functions</h2></td></tr>
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+    <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>
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--- a/d9/d12/classothers_1_1iterativetreetraversals_1_1_binary_tree.html
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@@ -4,7 +4,7 @@
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@@ -60,7 +60,7 @@ window.MathJax = {
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+<!-- Generated by Doxygen 1.13.2 -->
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@@ -178,15 +178,13 @@ Public Member Functions</h2></td></tr>

 <p class="definition">Definition at line <a class="el" href="../../d8/d90/iterative__tree__traversals_8cpp_source.html#l00088">88</a> of file <a class="el" href="../../d8/d90/iterative__tree__traversals_8cpp_source.html">iterative_tree_traversals.cpp</a>.</p>
 <div class="fragment"><div class="line"><span class="lineno">   88</span>                                            {</div>
-<div class="line"><span class="lineno">   89</span>    <a class="code hl_class" href="../../db/d8b/struct_node.html">Node</a> *<a class="code hl_class" href="../../d5/da1/structnode.html">node</a> = <span class="keyword">new</span> <a class="code hl_class" href="../../db/d8b/struct_node.html">Node</a>();</div>
-<div class="line"><span class="lineno">   90</span>    <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>-&gt;data = <a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>;</div>
-<div class="line"><span class="lineno">   91</span>    <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>-&gt;left = <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>-&gt;right = <span class="keyword">nullptr</span>;</div>
+<div class="line"><span class="lineno">   89</span>    Node *<a class="code hl_typedef" href="../../d8/dee/avltree_8cpp.html#a74f0cf18a0e5b832d9994e2f2d022287">node</a> = <span class="keyword">new</span> Node();</div>
+<div class="line"><span class="lineno">   90</span>    <a class="code hl_typedef" href="../../d8/dee/avltree_8cpp.html#a74f0cf18a0e5b832d9994e2f2d022287">node</a>-&gt;data = <a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>;</div>
+<div class="line"><span class="lineno">   91</span>    <a class="code hl_typedef" href="../../d8/dee/avltree_8cpp.html#a74f0cf18a0e5b832d9994e2f2d022287">node</a>-&gt;left = <a class="code hl_typedef" href="../../d8/dee/avltree_8cpp.html#a74f0cf18a0e5b832d9994e2f2d022287">node</a>-&gt;right = <span class="keyword">nullptr</span>;</div>
 <div class="line"><span class="lineno">   92</span>    <span class="keywordflow">return</span> <a class="code hl_typedef" href="../../d8/dee/avltree_8cpp.html#a74f0cf18a0e5b832d9994e2f2d022287">node</a>;</div>
 <div class="line"><span class="lineno">   93</span>}</div>
 <div class="ttc" id="aavltree_8cpp_html_a74f0cf18a0e5b832d9994e2f2d022287"><div class="ttname"><a href="../../d8/dee/avltree_8cpp.html#a74f0cf18a0e5b832d9994e2f2d022287">node</a></div><div class="ttdeci">struct node { int data; int height; struct node *left; struct node *right;} node</div><div class="ttdoc">for std::queue</div><div class="ttdef"><b>Definition</b> <a href="../../d8/dee/avltree_8cpp_source.html#l00013">avltree.cpp:13</a></div></div>
 <div class="ttc" id="ahash__search_8cpp_html_a6e1a77282bc65ad359d753d25df23243"><div class="ttname"><a href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a></div><div class="ttdeci">int data[MAX]</div><div class="ttdoc">test data</div><div class="ttdef"><b>Definition</b> <a href="../../d1/df3/hash__search_8cpp_source.html#l00024">hash_search.cpp:24</a></div></div>
-<div class="ttc" id="astruct_node_html"><div class="ttname"><a href="../../db/d8b/struct_node.html">Node</a></div><div class="ttdef"><b>Definition</b> <a href="../../d3/dce/linkedlist__implentation__usingarray_8cpp_source.html#l00014">linkedlist_implentation_usingarray.cpp:14</a></div></div>
-<div class="ttc" id="astructnode_html"><div class="ttname"><a href="../../d5/da1/structnode.html">node</a></div><div class="ttdef"><b>Definition</b> <a href="../../d3/d26/binary__search__tree_8cpp_source.html#l00011">binary_search_tree.cpp:11</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -223,24 +221,20 @@ Public Member Functions</h2></td></tr>
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 <div class="line"><span class="lineno">  167</span>    std::vector&lt;int64_t&gt; <a class="code hl_function" href="../../de/dc3/fibonacci__sum_8cpp.html#aadb40ac4c74a7efc0680b83eeee138aa">result</a>;  </div>
 <div class="line"><span class="lineno">  168</span> </div>
-<div class="line"><span class="lineno">  169</span>    <a class="code hl_class" href="../../db/d8b/struct_node.html">Node</a> *current = root;</div>
+<div class="line"><span class="lineno">  169</span>    Node *current = root;</div>
 <div class="line"><span class="lineno">  170</span> </div>
-<div class="line"><span class="lineno">  171</span>    <span class="keywordflow">while</span> (!<a class="code hl_class" href="../../d1/dc2/classstack.html">stack</a>.empty() || current) {</div>
+<div class="line"><span class="lineno">  171</span>    <span class="keywordflow">while</span> (!<a class="code hl_variable" href="../../dc/dc5/paranthesis__matching_8cpp.html#aa37d24a036d239b3b528f13b9de880c7">stack</a>.empty() || current) {</div>
 <div class="line"><span class="lineno">  172</span>        <span class="keywordflow">while</span> (current) {</div>
-<div class="line"><span class="lineno">  173</span>            <a class="code hl_class" href="../../d1/dc2/classstack.html">stack</a>.<a class="code hl_function" href="../../d1/dc2/classstack.html#a90df277532c23519aa7ac3c08ed90a1d">push</a>(current);</div>
+<div class="line"><span class="lineno">  173</span>            <a class="code hl_variable" href="../../dc/dc5/paranthesis__matching_8cpp.html#aa37d24a036d239b3b528f13b9de880c7">stack</a>.push(current);</div>
 <div class="line"><span class="lineno">  174</span>            current = current-&gt;left;</div>
 <div class="line"><span class="lineno">  175</span>        }</div>
-<div class="line"><span class="lineno">  176</span>        current = <a class="code hl_class" href="../../d1/dc2/classstack.html">stack</a>.<a class="code hl_function" href="../../d1/dc2/classstack.html#ae09630c4384903d187801921b2ddc709">top</a>();</div>
-<div class="line"><span class="lineno">  177</span>        <a class="code hl_class" href="../../d1/dc2/classstack.html">stack</a>.<a class="code hl_function" href="../../d1/dc2/classstack.html#a3647fb4418890f19e0dc414b8092b8b0">pop</a>();</div>
+<div class="line"><span class="lineno">  176</span>        current = <a class="code hl_variable" href="../../dc/dc5/paranthesis__matching_8cpp.html#aa37d24a036d239b3b528f13b9de880c7">stack</a>.top();</div>
+<div class="line"><span class="lineno">  177</span>        <a class="code hl_variable" href="../../dc/dc5/paranthesis__matching_8cpp.html#aa37d24a036d239b3b528f13b9de880c7">stack</a>.pop();</div>
 <div class="line"><span class="lineno">  178</span>        <a class="code hl_function" href="../../de/dc3/fibonacci__sum_8cpp.html#aadb40ac4c74a7efc0680b83eeee138aa">result</a>.push_back(current-&gt;data);</div>
 <div class="line"><span class="lineno">  179</span>        current = current-&gt;right;</div>
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 <div class="line"><span class="lineno">  181</span>    <span class="keywordflow">return</span> <a class="code hl_function" href="../../de/dc3/fibonacci__sum_8cpp.html#aadb40ac4c74a7efc0680b83eeee138aa">result</a>;</div>
 <div class="line"><span class="lineno">  182</span>}</div>
-<div class="ttc" id="aclassstack_html"><div class="ttname"><a href="../../d1/dc2/classstack.html">stack</a></div><div class="ttdoc">for std::invalid_argument</div><div class="ttdef"><b>Definition</b> <a href="../../df/d47/stack_8hpp_source.html#l00019">stack.hpp:19</a></div></div>
-<div class="ttc" id="aclassstack_html_a3647fb4418890f19e0dc414b8092b8b0"><div class="ttname"><a href="../../d1/dc2/classstack.html#a3647fb4418890f19e0dc414b8092b8b0">stack::pop</a></div><div class="ttdeci">void pop()</div><div class="ttdef"><b>Definition</b> <a href="../../df/d47/stack_8hpp_source.html#l00062">stack.hpp:62</a></div></div>
-<div class="ttc" id="aclassstack_html_a90df277532c23519aa7ac3c08ed90a1d"><div class="ttname"><a href="../../d1/dc2/classstack.html#a90df277532c23519aa7ac3c08ed90a1d">stack::push</a></div><div class="ttdeci">void push(const value_type &amp;item)</div><div class="ttdef"><b>Definition</b> <a href="../../df/d47/stack_8hpp_source.html#l00047">stack.hpp:47</a></div></div>
-<div class="ttc" id="aclassstack_html_ae09630c4384903d187801921b2ddc709"><div class="ttname"><a href="../../d1/dc2/classstack.html#ae09630c4384903d187801921b2ddc709">stack::top</a></div><div class="ttdeci">value_type top() const</div><div class="ttdef"><b>Definition</b> <a href="../../df/d47/stack_8hpp_source.html#l00056">stack.hpp:56</a></div></div>
 <div class="ttc" id="afibonacci__sum_8cpp_html_aadb40ac4c74a7efc0680b83eeee138aa"><div class="ttname"><a href="../../de/dc3/fibonacci__sum_8cpp.html#aadb40ac4c74a7efc0680b83eeee138aa">math::fibonacci_sum::result</a></div><div class="ttdeci">uint64_t result(uint64_t n)</div><div class="ttdef"><b>Definition</b> <a href="../../de/dc3/fibonacci__sum_8cpp_source.html#l00077">fibonacci_sum.cpp:77</a></div></div>
 <div class="ttc" id="aparanthesis__matching_8cpp_html_aa37d24a036d239b3b528f13b9de880c7"><div class="ttname"><a href="../../dc/dc5/paranthesis__matching_8cpp.html#aa37d24a036d239b3b528f13b9de880c7">stack</a></div><div class="ttdeci">char stack[MAX]</div><div class="ttdef"><b>Definition</b> <a href="../../dc/dc5/paranthesis__matching_8cpp_source.html#l00020">paranthesis_matching.cpp:20</a></div></div>
 </div><!-- fragment -->
@@ -279,18 +273,18 @@ Public Member Functions</h2></td></tr>
 <div class="line"><span class="lineno">  134</span>        <a class="code hl_variable" href="../../dc/dc5/paranthesis__matching_8cpp.html#aa37d24a036d239b3b528f13b9de880c7">stack</a>;  </div>
 <div class="line"><span class="lineno">  135</span>    std::vector&lt;int64_t&gt; <a class="code hl_function" href="../../de/dc3/fibonacci__sum_8cpp.html#aadb40ac4c74a7efc0680b83eeee138aa">result</a>;  </div>
 <div class="line"><span class="lineno">  136</span> </div>
-<div class="line"><span class="lineno">  137</span>    <a class="code hl_class" href="../../d1/dc2/classstack.html">stack</a>.<a class="code hl_function" href="../../d1/dc2/classstack.html#a90df277532c23519aa7ac3c08ed90a1d">push</a>(root);</div>
+<div class="line"><span class="lineno">  137</span>    <a class="code hl_variable" href="../../dc/dc5/paranthesis__matching_8cpp.html#aa37d24a036d239b3b528f13b9de880c7">stack</a>.push(root);</div>
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-<div class="line"><span class="lineno">  139</span>    <span class="keywordflow">while</span> (!<a class="code hl_class" href="../../d1/dc2/classstack.html">stack</a>.empty()) {</div>
-<div class="line"><span class="lineno">  140</span>        <a class="code hl_function" href="../../de/dc3/fibonacci__sum_8cpp.html#aadb40ac4c74a7efc0680b83eeee138aa">result</a>.push_back(<a class="code hl_class" href="../../d1/dc2/classstack.html">stack</a>.<a class="code hl_function" href="../../d1/dc2/classstack.html#ae09630c4384903d187801921b2ddc709">top</a>()-&gt;data);</div>
-<div class="line"><span class="lineno">  141</span>        <a class="code hl_class" href="../../db/d8b/struct_node.html">Node</a> *current = <a class="code hl_class" href="../../d1/dc2/classstack.html">stack</a>.<a class="code hl_function" href="../../d1/dc2/classstack.html#ae09630c4384903d187801921b2ddc709">top</a>();</div>
-<div class="line"><span class="lineno">  142</span>        <a class="code hl_class" href="../../d1/dc2/classstack.html">stack</a>.<a class="code hl_function" href="../../d1/dc2/classstack.html#a3647fb4418890f19e0dc414b8092b8b0">pop</a>();</div>
+<div class="line"><span class="lineno">  139</span>    <span class="keywordflow">while</span> (!<a class="code hl_variable" href="../../dc/dc5/paranthesis__matching_8cpp.html#aa37d24a036d239b3b528f13b9de880c7">stack</a>.empty()) {</div>
+<div class="line"><span class="lineno">  140</span>        <a class="code hl_function" href="../../de/dc3/fibonacci__sum_8cpp.html#aadb40ac4c74a7efc0680b83eeee138aa">result</a>.push_back(<a class="code hl_variable" href="../../dc/dc5/paranthesis__matching_8cpp.html#aa37d24a036d239b3b528f13b9de880c7">stack</a>.top()-&gt;data);</div>
+<div class="line"><span class="lineno">  141</span>        Node *current = <a class="code hl_variable" href="../../dc/dc5/paranthesis__matching_8cpp.html#aa37d24a036d239b3b528f13b9de880c7">stack</a>.top();</div>
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 <div class="line"><a id="l00082" name="l00082"></a><span class="lineno">   82</span>    assert(res == expected);</div>
-<div class="line"><a id="l00083" name="l00083"></a><span class="lineno">   83</span>    print(res);  </div>
+<div class="line"><a id="l00083" name="l00083"></a><span class="lineno">   83</span>    <a class="code hl_function" href="../../d9/df4/namespacetests.html#a6109193567a5b7e36a27f2b4865fce20">print</a>(res);  </div>
 <div class="line"><a id="l00084" name="l00084"></a><span class="lineno">   84</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;TEST PASSED!\n\n&quot;</span>;</div>
 <div class="line"><a id="l00085" name="l00085"></a><span class="lineno">   85</span>}</div>
 </div>
+<div class="line"><a id="l00086" name="l00086"></a><span class="lineno">   86</span></div>
 <div class="foldopen" id="foldopen00090" data-start="{" data-end="}">
 <div class="line"><a id="l00090" name="l00090"></a><span class="lineno"><a class="line" href="../../d9/df4/namespacetests.html#abdd77344d4af8fd56d14a5cabbf2f669">   90</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/df4/namespacetests.html#abdd77344d4af8fd56d14a5cabbf2f669">test2</a>() {</div>
 <div class="line"><a id="l00091" name="l00091"></a><span class="lineno">   91</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;TEST CASE 2\n&quot;</span>;</div>
 <div class="line"><a id="l00092" name="l00092"></a><span class="lineno">   92</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Initialized arr = {}\n&quot;</span>;</div>
 <div class="line"><a id="l00093" name="l00093"></a><span class="lineno">   93</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Expected result: {}\n&quot;</span>;</div>
 <div class="line"><a id="l00094" name="l00094"></a><span class="lineno">   94</span>    std::vector&lt;int32_t&gt; arr = {};</div>
-<div class="line"><a id="l00095" name="l00095"></a><span class="lineno">   95</span>    std::vector&lt;int32_t&gt; res = shift_left(arr, 2);</div>
+<div class="line"><a id="l00095" name="l00095"></a><span class="lineno">   95</span>    std::vector&lt;int32_t&gt; res = <a class="code hl_function" href="../../d9/df4/namespacetests.html#afce39cf843989a39811a49ebe29dd6d8">shift_left</a>(arr, 2);</div>
 <div class="line"><a id="l00096" name="l00096"></a><span class="lineno">   96</span>    std::vector&lt;int32_t&gt; expected = {};</div>
 <div class="line"><a id="l00097" name="l00097"></a><span class="lineno">   97</span>    assert(res == expected);</div>
-<div class="line"><a id="l00098" name="l00098"></a><span class="lineno">   98</span>    print(res);  </div>
+<div class="line"><a id="l00098" name="l00098"></a><span class="lineno">   98</span>    <a class="code hl_function" href="../../d9/df4/namespacetests.html#a6109193567a5b7e36a27f2b4865fce20">print</a>(res);  </div>
 <div class="line"><a id="l00099" name="l00099"></a><span class="lineno">   99</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;TEST PASSED!\n\n&quot;</span>;</div>
 <div class="line"><a id="l00100" name="l00100"></a><span class="lineno">  100</span>}</div>
 </div>
+<div class="line"><a id="l00101" name="l00101"></a><span class="lineno">  101</span></div>
 <div class="foldopen" id="foldopen00105" data-start="{" data-end="}">
 <div class="line"><a id="l00105" name="l00105"></a><span class="lineno"><a class="line" href="../../d9/df4/namespacetests.html#aa515639572647508b94986489aab6d76">  105</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/df4/namespacetests.html#aa515639572647508b94986489aab6d76">test3</a>() {</div>
 <div class="line"><a id="l00106" name="l00106"></a><span class="lineno">  106</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;TEST CASE 3\n&quot;</span>;</div>
 <div class="line"><a id="l00107" name="l00107"></a><span class="lineno">  107</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Initialized arr = {1, 2, 3, 4, 5}\n&quot;</span>;</div>
 <div class="line"><a id="l00108" name="l00108"></a><span class="lineno">  108</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Expected result: {}\n&quot;</span>;</div>
 <div class="line"><a id="l00109" name="l00109"></a><span class="lineno">  109</span>    std::vector&lt;int32_t&gt; arr = {1, 2, 3, 4, 5};</div>
-<div class="line"><a id="l00110" name="l00110"></a><span class="lineno">  110</span>    std::vector&lt;int32_t&gt; res = shift_left(arr, 7);  </div>
+<div class="line"><a id="l00110" name="l00110"></a><span class="lineno">  110</span>    std::vector&lt;int32_t&gt; res = <a class="code hl_function" href="../../d9/df4/namespacetests.html#afce39cf843989a39811a49ebe29dd6d8">shift_left</a>(arr, 7);  </div>
 <div class="line"><a id="l00111" name="l00111"></a><span class="lineno">  111</span>    std::vector&lt;int32_t&gt; expected = {};</div>
 <div class="line"><a id="l00112" name="l00112"></a><span class="lineno">  112</span>    assert(res == expected);</div>
-<div class="line"><a id="l00113" name="l00113"></a><span class="lineno">  113</span>    print(res);  </div>
+<div class="line"><a id="l00113" name="l00113"></a><span class="lineno">  113</span>    <a class="code hl_function" href="../../d9/df4/namespacetests.html#a6109193567a5b7e36a27f2b4865fce20">print</a>(res);  </div>
 <div class="line"><a id="l00114" name="l00114"></a><span class="lineno">  114</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;TEST PASSED!\n\n&quot;</span>;</div>
 <div class="line"><a id="l00115" name="l00115"></a><span class="lineno">  115</span>}</div>
 </div>
+<div class="line"><a id="l00116" name="l00116"></a><span class="lineno">  116</span></div>
 <div class="foldopen" id="foldopen00120" data-start="{" data-end="}">
 <div class="line"><a id="l00120" name="l00120"></a><span class="lineno"><a class="line" href="../../d9/df4/namespacetests.html#a2b9769e44683dcb67fe1083ad91e134d">  120</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/df4/namespacetests.html#a2b9769e44683dcb67fe1083ad91e134d">test4</a>() {</div>
 <div class="line"><a id="l00121" name="l00121"></a><span class="lineno">  121</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;TEST CASE 4\n&quot;</span>;</div>
@@ -211,32 +215,33 @@ $(function(){initNavTree('d9/d14/array__left__rotation_8cpp_source.html','../../
 <div class="line"><a id="l00125" name="l00125"></a><span class="lineno">  125</span>    <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 1; i &lt;= 210; i++) {</div>
 <div class="line"><a id="l00126" name="l00126"></a><span class="lineno">  126</span>        arr.push_back(i * 2);</div>
 <div class="line"><a id="l00127" name="l00127"></a><span class="lineno">  127</span>    }</div>
-<div class="line"><a id="l00128" name="l00128"></a><span class="lineno">  128</span>    print(arr);</div>
-<div class="line"><a id="l00129" name="l00129"></a><span class="lineno">  129</span>    std::vector&lt;int32_t&gt; res = shift_left(arr, 1);</div>
+<div class="line"><a id="l00128" name="l00128"></a><span class="lineno">  128</span>    <a class="code hl_function" href="../../d9/df4/namespacetests.html#a6109193567a5b7e36a27f2b4865fce20">print</a>(arr);</div>
+<div class="line"><a id="l00129" name="l00129"></a><span class="lineno">  129</span>    std::vector&lt;int32_t&gt; res = <a class="code hl_function" href="../../d9/df4/namespacetests.html#afce39cf843989a39811a49ebe29dd6d8">shift_left</a>(arr, 1);</div>
 <div class="line"><a id="l00130" name="l00130"></a><span class="lineno">  130</span>    std::vector&lt;int32_t&gt; expected;</div>
 <div class="line"><a id="l00131" name="l00131"></a><span class="lineno">  131</span>    <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 1; i &lt; 210; i++) {</div>
 <div class="line"><a id="l00132" name="l00132"></a><span class="lineno">  132</span>        expected.push_back(arr[i]);</div>
 <div class="line"><a id="l00133" name="l00133"></a><span class="lineno">  133</span>    }</div>
 <div class="line"><a id="l00134" name="l00134"></a><span class="lineno">  134</span>    expected.push_back(2);</div>
 <div class="line"><a id="l00135" name="l00135"></a><span class="lineno">  135</span>    assert(res == expected);</div>
-<div class="line"><a id="l00136" name="l00136"></a><span class="lineno">  136</span>    print(res);  </div>
+<div class="line"><a id="l00136" name="l00136"></a><span class="lineno">  136</span>    <a class="code hl_function" href="../../d9/df4/namespacetests.html#a6109193567a5b7e36a27f2b4865fce20">print</a>(res);  </div>
 <div class="line"><a id="l00137" name="l00137"></a><span class="lineno">  137</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;TEST PASSED!\n\n&quot;</span>;</div>
 <div class="line"><a id="l00138" name="l00138"></a><span class="lineno">  138</span>}</div>
 </div>
+<div class="line"><a id="l00139" name="l00139"></a><span class="lineno">  139</span></div>
 <div class="foldopen" id="foldopen00143" data-start="{" data-end="}">
 <div class="line"><a id="l00143" name="l00143"></a><span class="lineno"><a class="line" href="../../d9/df4/namespacetests.html#af7b81d7a1534216af6a36a80135beb86">  143</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/df4/namespacetests.html#af7b81d7a1534216af6a36a80135beb86">test5</a>() {</div>
 <div class="line"><a id="l00144" name="l00144"></a><span class="lineno">  144</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;TEST CASE 5\n&quot;</span>;</div>
 <div class="line"><a id="l00145" name="l00145"></a><span class="lineno">  145</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Initialized arr = {1, 2, 3, 4, 5}\n&quot;</span>;</div>
 <div class="line"><a id="l00146" name="l00146"></a><span class="lineno">  146</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Expected result: {1, 2, 3, 4, 5}\n&quot;</span>;</div>
 <div class="line"><a id="l00147" name="l00147"></a><span class="lineno">  147</span>    std::vector&lt;int32_t&gt; arr = {1, 2, 3, 4, 5};</div>
-<div class="line"><a id="l00148" name="l00148"></a><span class="lineno">  148</span>    std::vector&lt;int32_t&gt; res = shift_left(arr, 0);</div>
+<div class="line"><a id="l00148" name="l00148"></a><span class="lineno">  148</span>    std::vector&lt;int32_t&gt; res = <a class="code hl_function" href="../../d9/df4/namespacetests.html#afce39cf843989a39811a49ebe29dd6d8">shift_left</a>(arr, 0);</div>
 <div class="line"><a id="l00149" name="l00149"></a><span class="lineno">  149</span>    assert(res == arr);</div>
-<div class="line"><a id="l00150" name="l00150"></a><span class="lineno">  150</span>    print(res);  </div>
+<div class="line"><a id="l00150" name="l00150"></a><span class="lineno">  150</span>    <a class="code hl_function" href="../../d9/df4/namespacetests.html#a6109193567a5b7e36a27f2b4865fce20">print</a>(res);  </div>
 <div class="line"><a id="l00151" name="l00151"></a><span class="lineno">  151</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;TEST PASSED!\n\n&quot;</span>;</div>
 <div class="line"><a id="l00152" name="l00152"></a><span class="lineno">  152</span>}</div>
 </div>
 <div class="line"><a id="l00153" name="l00153"></a><span class="lineno">  153</span>}  <span class="comment">// namespace tests</span></div>
-<div class="line"><a id="l00154" name="l00154"></a><span class="lineno">  154</span> </div>
+<div class="line"><a id="l00154" name="l00154"></a><span class="lineno">  154</span></div>
 <div class="foldopen" id="foldopen00159" data-start="{" data-end="}">
 <div class="line"><a id="l00159" name="l00159"></a><span class="lineno"><a class="line" href="../../d9/d14/array__left__rotation_8cpp.html#aa8dca7b867074164d5f45b0f3851269d">  159</a></span><span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/d14/array__left__rotation_8cpp.html#aa8dca7b867074164d5f45b0f3851269d">test</a>() {</div>
 <div class="line"><a id="l00160" name="l00160"></a><span class="lineno">  160</span>    <a class="code hl_function" href="../../d9/df4/namespacetests.html#a167c24bd817469ae47358d12e034f2d5">tests::test1</a>();</div>
@@ -246,7 +251,7 @@ $(function(){initNavTree('d9/d14/array__left__rotation_8cpp_source.html','../../
 <div class="line"><a id="l00164" name="l00164"></a><span class="lineno">  164</span>    <a class="code hl_function" href="../../d9/df4/namespacetests.html#af7b81d7a1534216af6a36a80135beb86">tests::test5</a>();</div>
 <div class="line"><a id="l00165" name="l00165"></a><span class="lineno">  165</span>}</div>
 </div>
-<div class="line"><a id="l00166" name="l00166"></a><span class="lineno">  166</span> </div>
+<div class="line"><a id="l00166" name="l00166"></a><span class="lineno">  166</span></div>
 <div class="foldopen" id="foldopen00171" data-start="{" data-end="}">
 <div class="line"><a id="l00171" name="l00171"></a><span class="lineno"><a class="line" href="../../d9/d14/array__left__rotation_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">  171</a></span><span class="keywordtype">int</span> <a class="code hl_function" href="../../d9/d14/array__left__rotation_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main</a>() {</div>
 <div class="line"><a id="l00172" name="l00172"></a><span class="lineno">  172</span>    <a class="code hl_function" href="../../d9/d14/array__left__rotation_8cpp.html#aa8dca7b867074164d5f45b0f3851269d">test</a>();  <span class="comment">// run self-test implementations</span></div>
@@ -261,16 +266,18 @@ $(function(){initNavTree('d9/d14/array__left__rotation_8cpp_source.html','../../
 <div class="ttc" id="anamespacetests_html"><div class="ttname"><a href="../../d9/df4/namespacetests.html">tests</a></div><div class="ttdoc">Testcases to check Union of Two Arrays.</div></div>
 <div class="ttc" id="anamespacetests_html_a167c24bd817469ae47358d12e034f2d5"><div class="ttname"><a href="../../d9/df4/namespacetests.html#a167c24bd817469ae47358d12e034f2d5">tests::test1</a></div><div class="ttdeci">void test1()</div><div class="ttdoc">A Test to check an simple case.</div><div class="ttdef"><b>Definition</b> <a href="#l00075">array_left_rotation.cpp:75</a></div></div>
 <div class="ttc" id="anamespacetests_html_a2b9769e44683dcb67fe1083ad91e134d"><div class="ttname"><a href="../../d9/df4/namespacetests.html#a2b9769e44683dcb67fe1083ad91e134d">tests::test4</a></div><div class="ttdeci">void test4()</div><div class="ttdoc">A Test to check a very large input.</div><div class="ttdef"><b>Definition</b> <a href="#l00120">array_left_rotation.cpp:120</a></div></div>
+<div class="ttc" id="anamespacetests_html_a6109193567a5b7e36a27f2b4865fce20"><div class="ttname"><a href="../../d9/df4/namespacetests.html#a6109193567a5b7e36a27f2b4865fce20">tests::print</a></div><div class="ttdeci">void print(const std::vector&lt; int32_t &gt; &amp;array)</div><div class="ttdoc">Prints the values of a vector sequentially, ending with a newline character.</div><div class="ttdef"><b>Definition</b> <a href="#l00029">array_left_rotation.cpp:29</a></div></div>
 <div class="ttc" id="anamespacetests_html_aa515639572647508b94986489aab6d76"><div class="ttname"><a href="../../d9/df4/namespacetests.html#aa515639572647508b94986489aab6d76">tests::test3</a></div><div class="ttdeci">void test3()</div><div class="ttdoc">A Test to check an invalid shift value.</div><div class="ttdef"><b>Definition</b> <a href="#l00105">array_left_rotation.cpp:105</a></div></div>
 <div class="ttc" id="anamespacetests_html_abdd77344d4af8fd56d14a5cabbf2f669"><div class="ttname"><a href="../../d9/df4/namespacetests.html#abdd77344d4af8fd56d14a5cabbf2f669">tests::test2</a></div><div class="ttdeci">void test2()</div><div class="ttdoc">A Test to check an empty vector.</div><div class="ttdef"><b>Definition</b> <a href="#l00090">array_left_rotation.cpp:90</a></div></div>
 <div class="ttc" id="anamespacetests_html_af7b81d7a1534216af6a36a80135beb86"><div class="ttname"><a href="../../d9/df4/namespacetests.html#af7b81d7a1534216af6a36a80135beb86">tests::test5</a></div><div class="ttdeci">void test5()</div><div class="ttdoc">A Test to check a shift of zero.</div><div class="ttdef"><b>Definition</b> <a href="#l00143">array_left_rotation.cpp:143</a></div></div>
+<div class="ttc" id="anamespacetests_html_afce39cf843989a39811a49ebe29dd6d8"><div class="ttname"><a href="../../d9/df4/namespacetests.html#afce39cf843989a39811a49ebe29dd6d8">tests::shift_left</a></div><div class="ttdeci">std::vector&lt; int32_t &gt; shift_left(const std::vector&lt; int32_t &gt; &amp;array, size_t shift)</div><div class="ttdoc">Shifts the given vector to the left by the shift amount and returns a new vector with the result....</div><div class="ttdef"><b>Definition</b> <a href="#l00046">array_left_rotation.cpp:46</a></div></div>
 </div><!-- fragment --></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_35422be6552f1b3672c1b6c4aba2da64.html">operations_on_datastructures</a></li><li class="navelem"><a class="el" href="../../d9/d14/array__left__rotation_8cpp.html">array_left_rotation.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> 1.12.0 </li>
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--- a/d9/d1c/kruskal_8cpp_source.html
+++ b/d9/d1c/kruskal_8cpp_source.html
@@ -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 1.12.0"/>
+<meta name="generator" content="Doxygen 1.13.2"/>
 <meta name="viewport" content="width=device-width, initial-scale=1"/>
 <title>TheAlgorithms/C++: graph/kruskal.cpp Source File</title>
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@@ -60,7 +60,7 @@ window.MathJax = {
 </table>
 </div>
 <!-- end header part -->
-<!-- Generated by Doxygen 1.12.0 -->
+<!-- Generated by Doxygen 1.13.2 -->
 <script type="text/javascript">
 /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
 var searchBox = new SearchBox("searchBox", "../../search/",'.html');
@@ -131,10 +131,10 @@ $(function(){initNavTree('d9/d1c/kruskal_8cpp_source.html','../../'); initResiza
 <div class="line"><a id="l00005" name="l00005"></a><span class="lineno">    5</span><span class="comment">//#include &lt;boost/multiprecision/cpp_int.hpp&gt;</span></div>
 <div class="line"><a id="l00006" name="l00006"></a><span class="lineno">    6</span><span class="comment">// using namespace boost::multiprecision;</span></div>
 <div class="line"><a id="l00007" name="l00007"></a><span class="lineno">    7</span><span class="keyword">const</span> <span class="keywordtype">int</span> mx = 1e6 + 5;</div>
-<div class="line"><a id="l00008" name="l00008"></a><span class="lineno">    8</span><span class="keyword">using </span>ll = int64_t;</div>
+<div class="line"><a id="l00008" name="l00008"></a><span class="lineno">    8</span><span class="keyword">using </span><a class="code hl_define" href="../../d7/d35/matrix__exponentiation_8cpp.html#ae1d1ec9482079231e898236e2b23c9ba">ll</a> = int64_t;</div>
 <div class="line"><a id="l00009" name="l00009"></a><span class="lineno">    9</span> </div>
 <div class="line"><a id="l00010" name="l00010"></a><span class="lineno">   10</span>std::array&lt;ll, mx&gt; parent;</div>
-<div class="line"><a id="l00011" name="l00011"></a><span class="lineno">   11</span>ll <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>, edge;</div>
+<div class="line"><a id="l00011" name="l00011"></a><span class="lineno">   11</span><a class="code hl_define" href="../../d7/d35/matrix__exponentiation_8cpp.html#ae1d1ec9482079231e898236e2b23c9ba">ll</a> <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>, edge;</div>
 <div class="line"><a id="l00012" name="l00012"></a><span class="lineno">   12</span>std::vector&lt;std::pair&lt;ll, std::pair&lt;ll, ll&gt;&gt;&gt; edges;</div>
 <div class="line"><a id="l00013" name="l00013"></a><span class="lineno">   13</span><span class="keywordtype">void</span> initial() {</div>
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+<div class="ttc" id="amatrix__exponentiation_8cpp_html_ae1d1ec9482079231e898236e2b23c9ba"><div class="ttname"><a href="../../d7/d35/matrix__exponentiation_8cpp.html#ae1d1ec9482079231e898236e2b23c9ba">ll</a></div><div class="ttdeci">#define ll</div><div class="ttdef"><b>Definition</b> <a href="../../d7/d35/matrix__exponentiation_8cpp_source.html#l00033">matrix_exponentiation.cpp:33</a></div></div>
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+<a href="../../d9/d1f/binary__addition_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span></div>
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 <div class="line"><a id="l00027" name="l00027"></a><span class="lineno"><a class="line" href="../../d2/d90/namespacegreedy__algorithms.html">   27</a></span><span class="keyword">namespace </span><a class="code hl_namespace" href="../../d2/d90/namespacegreedy__algorithms.html">greedy_algorithms</a> {</div>
 <div class="foldopen" id="foldopen00031" data-start="{" data-end="};">
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-<div class="line"><a id="l00081" name="l00081"></a><span class="lineno">   81</span> </div>
+<div class="line"><a id="l00081" name="l00081"></a><span class="lineno">   81</span></div>
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+    <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>
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+    <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>
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+    <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>
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-<div class="line"><span class="lineno">  177</span>        assert(tree.<a class="code hl_variable" href="../../d0/d58/classgraph_1_1_rooted_tree.html#a2ee3ad1161ac2532da30c3e22c265ad3">level</a>[u] == tree.<a class="code hl_variable" href="../../d0/d58/classgraph_1_1_rooted_tree.html#a2ee3ad1161ac2532da30c3e22c265ad3">level</a>[v]);</div>
+<div class="line"><span class="lineno">  177</span>        assert(tree.level[u] == tree.level[v]);</div>
 <div class="line"><span class="lineno">  178</span> </div>
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@@ -274,7 +274,6 @@ Protected Member Functions</h2></td></tr>
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 <div class="ttc" id="aclassgraph_1_1_lowest_common_ancestor_html_a46d10f669791e3da9a4809bd8ff8d3ad"><div class="ttname"><a href="#a46d10f669791e3da9a4809bd8ff8d3ad">graph::LowestCommonAncestor::up</a></div><div class="ttdeci">std::vector&lt; std::vector&lt; int &gt; &gt; up</div><div class="ttdoc">for every vertex stores a list of its ancestors by powers of two For each vertex, the first element o...</div><div class="ttdef"><b>Definition</b> <a href="../../de/dde/lowest__common__ancestor_8cpp_source.html#l00206">lowest_common_ancestor.cpp:206</a></div></div>
-<div class="ttc" id="aclassgraph_1_1_rooted_tree_html_a2ee3ad1161ac2532da30c3e22c265ad3"><div class="ttname"><a href="../../d0/d58/classgraph_1_1_rooted_tree.html#a2ee3ad1161ac2532da30c3e22c265ad3">graph::RootedTree::level</a></div><div class="ttdeci">std::vector&lt; int &gt; level</div><div class="ttdoc">Stores the distance from the root.</div><div class="ttdef"><b>Definition</b> <a href="../../de/dde/lowest__common__ancestor_8cpp_source.html#l00106">lowest_common_ancestor.cpp:106</a></div></div>
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 <p class="definition">Definition at line <a class="el" href="../../de/dde/lowest__common__ancestor_8cpp_source.html#l00212">212</a> of file <a class="el" href="../../de/dde/lowest__common__ancestor_8cpp_source.html">lowest_common_ancestor.cpp</a>.</p>
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-<div class="line"><span class="lineno">  213</span>        <a class="code hl_variable" href="#a46d10f669791e3da9a4809bd8ff8d3ad">up</a>.resize(tree.<a class="code hl_function" href="../../dc/d61/classgraph_1_1_graph.html#a8930d1470d132b19e430d1c71f94c904">number_of_vertices</a>());</div>
-<div class="line"><span class="lineno">  214</span>        <span class="keywordflow">for</span> (<span class="keywordtype">int</span> vertex = 0; vertex &lt; tree.<a class="code hl_function" href="../../dc/d61/classgraph_1_1_graph.html#a8930d1470d132b19e430d1c71f94c904">number_of_vertices</a>(); ++vertex) {</div>
-<div class="line"><span class="lineno">  215</span>            <a class="code hl_variable" href="#a46d10f669791e3da9a4809bd8ff8d3ad">up</a>[vertex].push_back(tree.<a class="code hl_variable" href="../../d0/d58/classgraph_1_1_rooted_tree.html#a3831583a91914988897a4cc8748fda43">parent</a>[vertex]);</div>
+<div class="line"><span class="lineno">  213</span>        <a class="code hl_variable" href="#a46d10f669791e3da9a4809bd8ff8d3ad">up</a>.resize(tree.number_of_vertices());</div>
+<div class="line"><span class="lineno">  214</span>        <span class="keywordflow">for</span> (<span class="keywordtype">int</span> vertex = 0; vertex &lt; tree.number_of_vertices(); ++vertex) {</div>
+<div class="line"><span class="lineno">  215</span>            <a class="code hl_variable" href="#a46d10f669791e3da9a4809bd8ff8d3ad">up</a>[vertex].push_back(tree.parent[vertex]);</div>
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-<div class="line"><span class="lineno">  217</span>        <span class="keywordflow">for</span> (<span class="keywordtype">int</span> level = 0; (1 &lt;&lt; level) &lt; tree.<a class="code hl_function" href="../../dc/d61/classgraph_1_1_graph.html#a8930d1470d132b19e430d1c71f94c904">number_of_vertices</a>(); ++level) {</div>
-<div class="line"><span class="lineno">  218</span>            <span class="keywordflow">for</span> (<span class="keywordtype">int</span> vertex = 0; vertex &lt; tree.<a class="code hl_function" href="../../dc/d61/classgraph_1_1_graph.html#a8930d1470d132b19e430d1c71f94c904">number_of_vertices</a>(); ++vertex) {</div>
+<div class="line"><span class="lineno">  217</span>        <span class="keywordflow">for</span> (<span class="keywordtype">int</span> level = 0; (1 &lt;&lt; level) &lt; tree.number_of_vertices(); ++level) {</div>
+<div class="line"><span class="lineno">  218</span>            <span class="keywordflow">for</span> (<span class="keywordtype">int</span> vertex = 0; vertex &lt; tree.number_of_vertices(); ++vertex) {</div>
 <div class="line"><span class="lineno">  219</span>                <span class="comment">// up[vertex][level + 1] = 2^(level + 1) th ancestor of vertex =</span></div>
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 <div class="line"><span class="lineno">  221</span>                <span class="comment">// = 2^level th ancestor of up[vertex][level]</span></div>
@@ -317,8 +316,6 @@ Protected Member Functions</h2></td></tr>
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-<div class="ttc" id="aclassgraph_1_1_rooted_tree_html_a3831583a91914988897a4cc8748fda43"><div class="ttname"><a href="../../d0/d58/classgraph_1_1_rooted_tree.html#a3831583a91914988897a4cc8748fda43">graph::RootedTree::parent</a></div><div class="ttdeci">std::vector&lt; int &gt; parent</div><div class="ttdoc">Stores parent of every vertex and for root its own index. The root is technically not its own parent,...</div><div class="ttdef"><b>Definition</b> <a href="../../de/dde/lowest__common__ancestor_8cpp_source.html#l00104">lowest_common_ancestor.cpp:104</a></div></div>
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+    <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>
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@@ -360,7 +360,7 @@ e.g 5 dollars every 2 mins = 5 / 2 = 2.5 </p>
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+    <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>
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@@ -4,7 +4,7 @@
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@@ -124,18 +124,18 @@ $(function(){initNavTree('d9/d24/poisson__dist_8cpp_source.html','../../'); init
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-<a href="../../d9/d24/poisson__dist_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span> </div>
+<a href="../../d9/d24/poisson__dist_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span></div>
 <div class="line"><a id="l00009" name="l00009"></a><span class="lineno">    9</span><span class="preprocessor">#include &lt;cmath&gt;</span></div>
 <div class="line"><a id="l00010" name="l00010"></a><span class="lineno">   10</span><span class="preprocessor">#include &lt;iostream&gt;</span></div>
-<div class="line"><a id="l00011" name="l00011"></a><span class="lineno">   11</span> </div>
+<div class="line"><a id="l00011" name="l00011"></a><span class="lineno">   11</span></div>
 <div class="foldopen" id="foldopen00017" data-start="{" data-end="}">
 <div class="line"><a id="l00017" name="l00017"></a><span class="lineno"><a class="line" href="../../d9/d24/poisson__dist_8cpp.html#ac217ab9a06291f360d816700a6958ca8">   17</a></span><span class="keywordtype">double</span> <a class="code hl_function" href="../../d9/d24/poisson__dist_8cpp.html#ac217ab9a06291f360d816700a6958ca8">poisson_rate</a>(<span class="keywordtype">double</span> events, <span class="keywordtype">double</span> timeframe) {</div>
 <div class="line"><a id="l00018" name="l00018"></a><span class="lineno">   18</span>    <span class="keywordflow">return</span> events / timeframe;</div>
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 </div>
-<div class="line"><a id="l00020" name="l00020"></a><span class="lineno">   20</span> </div>
+<div class="line"><a id="l00020" name="l00020"></a><span class="lineno">   20</span></div>
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-<div class="line"><a id="l00026" name="l00026"></a><span class="lineno">   26</span> </div>
+<div class="line"><a id="l00026" name="l00026"></a><span class="lineno">   26</span></div>
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-<div class="line"><a id="l00041" name="l00041"></a><span class="lineno">   41</span> </div>
+<div class="line"><a id="l00041" name="l00041"></a><span class="lineno">   41</span></div>
 <div class="foldopen" id="foldopen00046" data-start="{" data-end="}">
 <div class="line"><a id="l00046" name="l00046"></a><span class="lineno"><a class="line" href="../../d9/d24/poisson__dist_8cpp.html#a69a136b32707bdc7950fb9057b5fa1e1">   46</a></span><span class="keywordtype">double</span> <a class="code hl_function" href="../../d9/d24/poisson__dist_8cpp.html#a69a136b32707bdc7950fb9057b5fa1e1">poisson_x_successes</a>(<span class="keywordtype">double</span> expected, <span class="keywordtype">double</span> x) {</div>
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-<div class="line"><a id="l00049" name="l00049"></a><span class="lineno">   49</span> </div>
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@@ -162,15 +162,15 @@ Functions</h2></td></tr>
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 <div class="line"><a id="l00021" name="l00021"></a><span class="lineno">   21</span><span class="keyword">namespace </span><a class="code hl_namespace" href="../../d5/dd0/namespacephysics.html">physics</a> {</div>
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-<div class="line"><a id="l00051" name="l00051"></a><span class="lineno">   51</span> </div>
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+<div class="line"><a id="l00078" name="l00078"></a><span class="lineno">   78</span></div>
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 <div class="line"><a id="l00083" name="l00083"></a><span class="lineno"><a class="line" href="../../d9/d29/ground__to__ground__projectile__motion_8cpp.html#aa8dca7b867074164d5f45b0f3851269d">   83</a></span><span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/d29/ground__to__ground__projectile__motion_8cpp.html#aa8dca7b867074164d5f45b0f3851269d">test</a>() {</div>
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+<div class="line"><a id="l00091" name="l00091"></a><span class="lineno">   91</span>        std::round(<a class="code hl_function" href="../../d9/d29/ground__to__ground__projectile__motion_8cpp.html#a563e066975fed1b84750a0a47c3cbb37">physics::ground_to_ground_projectile_motion::time_of_flight</a>(initial_velocity, angle) * 1000.0) /</div>
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+<div class="line"><a id="l00105" name="l00105"></a><span class="lineno">  105</span>        std::round(<a class="code hl_function" href="../../d9/d29/ground__to__ground__projectile__motion_8cpp.html#a10362eb607d7882bac3a0688504b00ff">physics::ground_to_ground_projectile_motion::horizontal_range</a>(initial_velocity, angle,</div>
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 <div class="line"><a id="l00108" name="l00108"></a><span class="lineno">  108</span>        100.0;  <span class="comment">// round output to 2 decimal places</span></div>
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 <div class="line"><a id="l00121" name="l00121"></a><span class="lineno">  121</span>    <span class="keywordtype">double</span> max_height_output =</div>
-<div class="line"><a id="l00122" name="l00122"></a><span class="lineno">  122</span>        std::round(physics::ground_to_ground_projectile_motion::max_height(initial_velocity, angle) * 1000.0) /</div>
+<div class="line"><a id="l00122" name="l00122"></a><span class="lineno">  122</span>        std::round(<a class="code hl_function" href="../../d9/d29/ground__to__ground__projectile__motion_8cpp.html#aa554429def63077ab7a550c0affbfefa">physics::ground_to_ground_projectile_motion::max_height</a>(initial_velocity, angle) * 1000.0) /</div>
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 <div class="line"><a id="l00125" name="l00125"></a><span class="lineno">  125</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Projectile Max Height (double)&quot;</span> &lt;&lt; std::endl;</div>
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-<div class="line"><a id="l00133" name="l00133"></a><span class="lineno">  133</span> </div>
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+    <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>
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--- a/d9/d31/coinchangetopdown_8cpp.html
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@@ -153,7 +153,7 @@ Namespaces</h2></td></tr>
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+<tr class="memitem:ac816a4ae8a29c156b90377041000929a" id="r_ac816a4ae8a29c156b90377041000929a"><td class="memTemplParams" colspan="2">template&lt;typename T&gt; </td></tr>
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@@ -257,14 +257,13 @@ template&lt;typename T &gt; </div>
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+<div class="line"><span class="lineno">   59</span>            <span class="keywordtype">int</span> sub = mincoins(n - coins[i], coins, t, <a class="code hl_namespace" href="../../df/d88/namespacedp.html">dp</a>);</div>
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+<div class="line"><span class="lineno">   63</span>    dp[n] = ans;</div>
+<div class="line"><span class="lineno">   64</span>    <span class="keywordflow">return</span> dp[n];  <span class="comment">// returns minimum number of coins</span></div>
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-<div class="ttc" id="acoin__change__topdown_8cpp_html_ac816a4ae8a29c156b90377041000929a"><div class="ttname"><a href="#ac816a4ae8a29c156b90377041000929a">dynamic_programming::mincoins_topdown::mincoins</a></div><div class="ttdeci">int64_t mincoins(const T &amp;n, const std::vector&lt; T &gt; &amp;coins, const int16_t &amp;t, std::vector&lt; T &gt; dp)</div><div class="ttdoc">This implementation is for finding minimum number of coins .</div><div class="ttdef"><b>Definition</b> <a href="../../d9/d31/coin__change__topdown_8cpp_source.html#l00047">coin_change_topdown.cpp:47</a></div></div>
 <div class="ttc" id="anamespacedp_html"><div class="ttname"><a href="../../df/d88/namespacedp.html">dp</a></div><div class="ttdoc">for std::vector</div><div class="ttdef"><b>Definition</b> <a href="../../de/d8c/partition__problem_8cpp_source.html#l00039">partition_problem.cpp:39</a></div></div>
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-<div class="line"><span class="lineno">   82</span>    assert(dynamic_programming::mincoins_topdown::mincoins(n1, arr1, t1, dp1) ==</div>
+<div class="line"><span class="lineno">   82</span>    assert(<a class="code hl_function" href="#ac816a4ae8a29c156b90377041000929a">dynamic_programming::mincoins_topdown::mincoins</a>(n1, arr1, t1, dp1) ==</div>
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+<div class="ttc" id="acoin__change__topdown_8cpp_html_ac816a4ae8a29c156b90377041000929a"><div class="ttname"><a href="#ac816a4ae8a29c156b90377041000929a">dynamic_programming::mincoins_topdown::mincoins</a></div><div class="ttdeci">int64_t mincoins(const T &amp;n, const std::vector&lt; T &gt; &amp;coins, const int16_t &amp;t, std::vector&lt; T &gt; dp)</div><div class="ttdoc">This implementation is for finding minimum number of coins .</div><div class="ttdef"><b>Definition</b> <a href="../../d9/d31/coin__change__topdown_8cpp_source.html#l00047">coin_change_topdown.cpp:47</a></div></div>
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-<div class="line"><a id="l00069" name="l00069"></a><span class="lineno">   69</span> </div>
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+<div class="line"><a id="l00082" name="l00082"></a><span class="lineno">   82</span>    assert(<a class="code hl_function" href="../../d9/d31/coin__change__topdown_8cpp.html#ac816a4ae8a29c156b90377041000929a">dynamic_programming::mincoins_topdown::mincoins</a>(n1, arr1, t1, dp1) ==</div>
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-<div class="line"><a id="l00086" name="l00086"></a><span class="lineno">   86</span> </div>
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@@ -60,7 +60,7 @@ window.MathJax = {
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+<tr class="memitem:afcdadbdea1e2391cebbb17d2c1ae2f0b" id="r_afcdadbdea1e2391cebbb17d2c1ae2f0b"><td class="memTemplParams" colspan="2">template&lt;typename T&gt; </td></tr>
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@@ -227,9 +227,10 @@ template&lt;typename X &gt; </div>

 <p class="definition">Definition at line <a class="el" href="../../d2/de9/heavy__light__decomposition_8cpp_source.html#l00282">282</a> of file <a class="el" href="../../d2/de9/heavy__light__decomposition_8cpp_source.html">heavy_light_decomposition.cpp</a>.</p>
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+<div class="line"><span class="lineno">  283</span>    <a class="code hl_variable" href="#ac6d912bbfafa3a7509f66bbc1729ca25">s_size</a> = <a class="code hl_class" href="../../d9/d35/classrange__queries_1_1heavy__light__decomposition_1_1_s_g.html">size</a>;</div>
+<div class="line"><span class="lineno">  284</span>    <a class="code hl_variable" href="#afbf8a9cb9449d5ca844f4e141a801e6a">s_tree</a>.assign(2 * <a class="code hl_variable" href="#ac6d912bbfafa3a7509f66bbc1729ca25">s_size</a>, 0<a class="code hl_class" href="../../d9/d35/classrange__queries_1_1heavy__light__decomposition_1_1_s_g.html">ll</a>);</div>
 <div class="line"><span class="lineno">  285</span>  }</div>
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@@ -242,7 +243,7 @@ template&lt;typename X &gt; </div>
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@@ -276,7 +277,7 @@ template&lt;typename X &gt; </div>
 <dl class="section return"><dt>Returns</dt><dd>the combined result </dd></dl>

 <p class="definition">Definition at line <a class="el" href="../../d2/de9/heavy__light__decomposition_8cpp_source.html#l00274">274</a> of file <a class="el" href="../../d2/de9/heavy__light__decomposition_8cpp_source.html">heavy_light_decomposition.cpp</a>.</p>
-<div class="fragment"><div class="line"><span class="lineno">  274</span>{ <span class="keywordflow">return</span> lhs + rhs; }</div>
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@@ -209,7 +209,7 @@ Functions</h2></td></tr>
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-<span class="mlabels"><span class="mlabel">static</span></span>  </td>
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@@ -249,7 +249,7 @@ Functions</h2></td></tr>
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+    <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>
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--- a/d9/d44/magic__number_8cpp.js
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@@ -1,6 +1,6 @@
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-    [ "magic_number", "d9/d44/magic__number_8cpp.html#a8d8e81a7cd59644b311ef9adb268f5f0", null ],
+    [ "math::magic_number", "dd/d47/namespacemath.html#a8d8e81a7cd59644b311ef9adb268f5f0", null ],
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@@ -4,7 +4,7 @@
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-<a href="../../d9/d44/magic__number_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span> </div>
+<a href="../../d9/d44/magic__number_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span></div>
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 <div class="line"><a id="l00021" name="l00021"></a><span class="lineno">   21</span><span class="preprocessor">#include &lt;iostream&gt;</span>  </div>
-<div class="line"><a id="l00022" name="l00022"></a><span class="lineno">   22</span> </div>
+<div class="line"><a id="l00022" name="l00022"></a><span class="lineno">   22</span></div>
 <div class="line"><a id="l00027" name="l00027"></a><span class="lineno">   27</span><span class="keyword">namespace </span><a class="code hl_namespace" href="../../dd/d47/namespacemath.html">math</a> {</div>
 <div class="foldopen" id="foldopen00033" data-start="{" data-end="}">
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-<div class="line"><a id="l00047" name="l00047"></a><span class="lineno">   47</span> </div>
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-<div class="line"><a id="l00073" name="l00073"></a><span class="lineno">   73</span> </div>
+<div class="line"><a id="l00073" name="l00073"></a><span class="lineno">   73</span></div>
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+    <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>
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@@ -4,7 +4,7 @@
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@@ -180,6 +180,8 @@ Functions</h2></td></tr>
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 <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>
 <div class="textblock"><p><a href="https://en.wikipedia.org/wiki/Self-organizing_map" target="_blank">Kohonen self organizing map</a> (data tracing) </p>
@@ -227,6 +229,70 @@ The compiled code is much slower when compiled with MS Visual C++ 2019 than with
 </div><!-- fragment -->
 </div>
 </div>
+<a id="a042f435bca0839e721fc1574a61e8da3" name="a042f435bca0839e721fc1574a61e8da3"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a042f435bca0839e721fc1574a61e8da3">&#9670;&#160;</a></span>kohonen_som_tracer()</h2>
+
+<div class="memitem">
+<div class="memproto">
+      <table class="memname">
+        <tr>
+          <td class="memname">void machine_learning::kohonen_som_tracer </td>
+          <td>(</td>
+          <td class="paramtype">const std::vector&lt; std::valarray&lt; double &gt; &gt; &amp;</td>          <td class="paramname"><span class="paramname"><em>X</em></span>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">std::vector&lt; std::valarray&lt; double &gt; &gt; *</td>          <td class="paramname"><span class="paramname"><em>W</em></span>, </td>
+        </tr>
+        <tr>
+          <td class="paramkey"></td>
+          <td></td>
+          <td class="paramtype">double</td>          <td class="paramname"><span class="paramname"><em>alpha_min</em></span>&#160;)</td>
+        </tr>
+      </table>
+</div><div class="memdoc">
+<p>Apply incremental algorithm with updating neighborhood and learning rates on all samples in the given datset.</p>
+<dl class="params"><dt>Parameters</dt><dd>
+  <table class="params">
+    <tr><td class="paramdir">[in]</td><td class="paramname">X</td><td>data set </td></tr>
+    <tr><td class="paramdir">[in,out]</td><td class="paramname">W</td><td>weights matrix </td></tr>
+    <tr><td class="paramdir">[in]</td><td class="paramname">alpha_min</td><td>terminal value of alpha </td></tr>
+  </table>
+  </dd>
+</dl>
+
+<p class="definition">Definition at line <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html#l00149">149</a> of file <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html">kohonen_som_trace.cpp</a>.</p>
+<div class="fragment"><div class="line"><span class="lineno">  151</span>                                          {</div>
+<div class="line"><span class="lineno">  152</span>    <span class="keywordtype">int</span> num_samples = X.size();  <span class="comment">// number of rows</span></div>
+<div class="line"><span class="lineno">  153</span>    <span class="comment">// int num_features = X[0].size();  // number of columns</span></div>
+<div class="line"><span class="lineno">  154</span>    <span class="keywordtype">int</span> num_out = W-&gt;size();  <span class="comment">// number of rows</span></div>
+<div class="line"><span class="lineno">  155</span>    <span class="keywordtype">int</span> R = num_out &gt;&gt; 2, iter = 0;</div>
+<div class="line"><span class="lineno">  156</span>    <span class="keywordtype">double</span> alpha = 1.f;</div>
+<div class="line"><span class="lineno">  157</span> </div>
+<div class="line"><span class="lineno">  158</span>    std::valarray&lt;double&gt; D(num_out);</div>
+<div class="line"><span class="lineno">  159</span> </div>
+<div class="line"><span class="lineno">  160</span>    <span class="comment">// Loop alpha from 1 to slpha_min</span></div>
+<div class="line"><span class="lineno">  161</span>    <span class="keywordflow">do</span> {</div>
+<div class="line"><span class="lineno">  162</span>        <span class="comment">// Loop for each sample pattern in the data set</span></div>
+<div class="line"><span class="lineno">  163</span>        <span class="keywordflow">for</span> (<span class="keywordtype">int</span> sample = 0; sample &lt; num_samples; sample++) {</div>
+<div class="line"><span class="lineno">  164</span>            <span class="comment">// update weights for the current input pattern sample</span></div>
+<div class="line"><span class="lineno">  165</span>            <a class="code hl_function" href="../../d8/d77/namespacemachine__learning.html#ae868ad43698a1d69ba46ea3827d7d2c3">update_weights</a>(X[sample], W, &amp;D, alpha, R);</div>
+<div class="line"><span class="lineno">  166</span>        }</div>
+<div class="line"><span class="lineno">  167</span> </div>
+<div class="line"><span class="lineno">  168</span>        <span class="comment">// every 10th iteration, reduce the neighborhood range</span></div>
+<div class="line"><span class="lineno">  169</span>        <span class="keywordflow">if</span> (iter % 10 == 0 &amp;&amp; R &gt; 1) {</div>
+<div class="line"><span class="lineno">  170</span>            R--;</div>
+<div class="line"><span class="lineno">  171</span>        }</div>
+<div class="line"><span class="lineno">  172</span> </div>
+<div class="line"><span class="lineno">  173</span>        alpha -= 0.01;</div>
+<div class="line"><span class="lineno">  174</span>        iter++;</div>
+<div class="line"><span class="lineno">  175</span>    } <span class="keywordflow">while</span> (alpha &gt; alpha_min);</div>
+<div class="line"><span class="lineno">  176</span>}</div>
+<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>
+</div>
 <a id="a3c04138a5bfe5d72780bb7e82a18e627" name="a3c04138a5bfe5d72780bb7e82a18e627"></a>
 <h2 class="memtitle"><span class="permalink"><a href="#a3c04138a5bfe5d72780bb7e82a18e627">&#9670;&#160;</a></span>main()</h2>

@@ -315,7 +381,7 @@ The compiled code is much slower when compiled with MS Visual C++ 2019 than with

 <p class="definition">Definition at line <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html#l00233">233</a> of file <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html">kohonen_som_trace.cpp</a>.</p>
 <div class="fragment"><div class="line"><span class="lineno">  233</span>             {</div>
-<div class="line"><span class="lineno">  234</span>    <span class="keywordtype">int</span> j = 0, <a class="code hl_variable" href="../../d8/dab/sparse__table_8cpp.html#a10f3ffb3f6f7e1b83d556b9c8de89a5d">N</a> = 500;</div>
+<div class="line"><span class="lineno">  234</span>    <span class="keywordtype">int</span> j = 0, N = 500;</div>
 <div class="line"><span class="lineno">  235</span>    <span class="keywordtype">int</span> features = 2;</div>
 <div class="line"><span class="lineno">  236</span>    <span class="keywordtype">int</span> num_out = 50;</div>
 <div class="line"><span class="lineno">  237</span>    std::vector&lt;std::valarray&lt;double&gt;&gt; X(N);</div>
@@ -341,13 +407,13 @@ The compiled code is much slower when compiled with MS Visual C++ 2019 than with
 <div class="line"><span class="lineno">  257</span>    <a class="code hl_function" href="#ae571600aa42a81bc14a4a602ea5ff00d">test_circle</a>(&amp;X);  <span class="comment">// create test data around circumference of a circle</span></div>
 <div class="line"><span class="lineno">  258</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;test1.csv&quot;</span>, X);    <span class="comment">// save test data points</span></div>
 <div class="line"><span class="lineno">  259</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;w11.csv&quot;</span>, W);      <span class="comment">// save initial random weights</span></div>
-<div class="line"><span class="lineno">  260</span>    kohonen_som_tracer(X, &amp;W, 0.1);  <span class="comment">// train the SOM</span></div>
+<div class="line"><span class="lineno">  260</span>    <a class="code hl_function" href="#a042f435bca0839e721fc1574a61e8da3">kohonen_som_tracer</a>(X, &amp;W, 0.1);  <span class="comment">// train the SOM</span></div>
 <div class="line"><span class="lineno">  261</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;w12.csv&quot;</span>, W);      <span class="comment">// save the resultant weights</span></div>
 <div class="line"><span class="lineno">  262</span>}</div>
 <div class="ttc" id="agroup__machine__learning_html_gae0208548f8b393528e5db01717e88e67"><div class="ttname"><a href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a></div><div class="ttdeci">int save_nd_data(const char *fname, const std::vector&lt; std::valarray&lt; double &gt; &gt; &amp;X)</div><div class="ttdef"><b>Definition</b> <a href="../../d9/d49/kohonen__som__trace_8cpp_source.html#l00058">kohonen_som_trace.cpp:58</a></div></div>
 <div class="ttc" id="agroup__machine__learning_html_gaf5ce14f026d6d231bef29161bac2b485"><div class="ttname"><a href="../../d9/d66/group__machine__learning.html#gaf5ce14f026d6d231bef29161bac2b485">_random</a></div><div class="ttdeci">double _random(double a, double b)</div><div class="ttdef"><b>Definition</b> <a href="../../d4/def/kohonen__som__topology_8cpp_source.html#l00053">kohonen_som_topology.cpp:53</a></div></div>
+<div class="ttc" id="akohonen__som__trace_8cpp_html_a042f435bca0839e721fc1574a61e8da3"><div class="ttname"><a href="#a042f435bca0839e721fc1574a61e8da3">kohonen_som_tracer</a></div><div class="ttdeci">void kohonen_som_tracer(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)</div><div class="ttdef"><b>Definition</b> <a href="../../d9/d49/kohonen__som__trace_8cpp_source.html#l00149">kohonen_som_trace.cpp:149</a></div></div>
 <div class="ttc" id="akohonen__som__trace_8cpp_html_ae571600aa42a81bc14a4a602ea5ff00d"><div class="ttname"><a href="#ae571600aa42a81bc14a4a602ea5ff00d">test_circle</a></div><div class="ttdeci">void test_circle(std::vector&lt; std::valarray&lt; double &gt; &gt; *data)</div><div class="ttdef"><b>Definition</b> <a href="../../d9/d49/kohonen__som__trace_8cpp_source.html#l00196">kohonen_som_trace.cpp:196</a></div></div>
-<div class="ttc" id="asparse__table_8cpp_html_a10f3ffb3f6f7e1b83d556b9c8de89a5d"><div class="ttname"><a href="../../d8/dab/sparse__table_8cpp.html#a10f3ffb3f6f7e1b83d556b9c8de89a5d">data_structures::sparse_table::N</a></div><div class="ttdeci">constexpr uint32_t N</div><div class="ttdoc">A struct to represent sparse table for min() as their invariant function, for the given array A....</div><div class="ttdef"><b>Definition</b> <a href="../../d8/dab/sparse__table_8cpp_source.html#l00048">sparse_table.cpp:48</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -379,7 +445,7 @@ The compiled code is much slower when compiled with MS Visual C++ 2019 than with

 <p class="definition">Definition at line <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html#l00315">315</a> of file <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html">kohonen_som_trace.cpp</a>.</p>
 <div class="fragment"><div class="line"><span class="lineno">  315</span>             {</div>
-<div class="line"><span class="lineno">  316</span>    <span class="keywordtype">int</span> j = 0, <a class="code hl_variable" href="../../d8/dab/sparse__table_8cpp.html#a10f3ffb3f6f7e1b83d556b9c8de89a5d">N</a> = 500;</div>
+<div class="line"><span class="lineno">  316</span>    <span class="keywordtype">int</span> j = 0, N = 500;</div>
 <div class="line"><span class="lineno">  317</span>    <span class="keywordtype">int</span> features = 2;</div>
 <div class="line"><span class="lineno">  318</span>    <span class="keywordtype">int</span> num_out = 20;</div>
 <div class="line"><span class="lineno">  319</span>    std::vector&lt;std::valarray&lt;double&gt;&gt; X(N);</div>
@@ -405,7 +471,7 @@ The compiled code is much slower when compiled with MS Visual C++ 2019 than with
 <div class="line"><span class="lineno">  339</span>    <a class="code hl_function" href="#a53082f2e5bacec40266499da4547309a">test_lamniscate</a>(&amp;X);              <span class="comment">// create test data around the lamniscate</span></div>
 <div class="line"><span class="lineno">  340</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;test2.csv&quot;</span>, X);     <span class="comment">// save test data points</span></div>
 <div class="line"><span class="lineno">  341</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;w21.csv&quot;</span>, W);       <span class="comment">// save initial random weights</span></div>
-<div class="line"><span class="lineno">  342</span>    kohonen_som_tracer(X, &amp;W, 0.01);  <span class="comment">// train the SOM</span></div>
+<div class="line"><span class="lineno">  342</span>    <a class="code hl_function" href="#a042f435bca0839e721fc1574a61e8da3">kohonen_som_tracer</a>(X, &amp;W, 0.01);  <span class="comment">// train the SOM</span></div>
 <div class="line"><span class="lineno">  343</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;w22.csv&quot;</span>, W);       <span class="comment">// save the resultant weights</span></div>
 <div class="line"><span class="lineno">  344</span>}</div>
 <div class="ttc" id="akohonen__som__trace_8cpp_html_a53082f2e5bacec40266499da4547309a"><div class="ttname"><a href="#a53082f2e5bacec40266499da4547309a">test_lamniscate</a></div><div class="ttdeci">void test_lamniscate(std::vector&lt; std::valarray&lt; double &gt; &gt; *data)</div><div class="ttdef"><b>Definition</b> <a href="../../d9/d49/kohonen__som__trace_8cpp_source.html#l00277">kohonen_som_trace.cpp:277</a></div></div>
@@ -440,7 +506,7 @@ The compiled code is much slower when compiled with MS Visual C++ 2019 than with

 <p class="definition">Definition at line <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html#l00414">414</a> of file <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html">kohonen_som_trace.cpp</a>.</p>
 <div class="fragment"><div class="line"><span class="lineno">  414</span>             {</div>
-<div class="line"><span class="lineno">  415</span>    <span class="keywordtype">int</span> j = 0, <a class="code hl_variable" href="../../d8/dab/sparse__table_8cpp.html#a10f3ffb3f6f7e1b83d556b9c8de89a5d">N</a> = 200;</div>
+<div class="line"><span class="lineno">  415</span>    <span class="keywordtype">int</span> j = 0, N = 200;</div>
 <div class="line"><span class="lineno">  416</span>    <span class="keywordtype">int</span> features = 3;</div>
 <div class="line"><span class="lineno">  417</span>    <span class="keywordtype">int</span> num_out = 20;</div>
 <div class="line"><span class="lineno">  418</span>    std::vector&lt;std::valarray&lt;double&gt;&gt; X(N);</div>
@@ -466,7 +532,7 @@ The compiled code is much slower when compiled with MS Visual C++ 2019 than with
 <div class="line"><span class="lineno">  438</span>    <a class="code hl_function" href="#a7154fe319e6033485a8a6cd6f0d8932d">test_3d_classes</a>(&amp;X);              <span class="comment">// create test data around the lamniscate</span></div>
 <div class="line"><span class="lineno">  439</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;test3.csv&quot;</span>, X);     <span class="comment">// save test data points</span></div>
 <div class="line"><span class="lineno">  440</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;w31.csv&quot;</span>, W);       <span class="comment">// save initial random weights</span></div>
-<div class="line"><span class="lineno">  441</span>    kohonen_som_tracer(X, &amp;W, 0.01);  <span class="comment">// train the SOM</span></div>
+<div class="line"><span class="lineno">  441</span>    <a class="code hl_function" href="#a042f435bca0839e721fc1574a61e8da3">kohonen_som_tracer</a>(X, &amp;W, 0.01);  <span class="comment">// train the SOM</span></div>
 <div class="line"><span class="lineno">  442</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;w32.csv&quot;</span>, W);       <span class="comment">// save the resultant weights</span></div>
 <div class="line"><span class="lineno">  443</span>}</div>
 <div class="ttc" id="akohonen__som__trace_8cpp_html_a7154fe319e6033485a8a6cd6f0d8932d"><div class="ttname"><a href="#a7154fe319e6033485a8a6cd6f0d8932d">test_3d_classes</a></div><div class="ttdeci">void test_3d_classes(std::vector&lt; std::valarray&lt; double &gt; &gt; *data)</div><div class="ttdef"><b>Definition</b> <a href="../../d9/d49/kohonen__som__trace_8cpp_source.html#l00359">kohonen_som_trace.cpp:359</a></div></div>
@@ -506,7 +572,7 @@ The compiled code is much slower when compiled with MS Visual C++ 2019 than with

 <p class="definition">Definition at line <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html#l00359">359</a> of file <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html">kohonen_som_trace.cpp</a>.</p>
 <div class="fragment"><div class="line"><span class="lineno">  359</span>                                                           {</div>
-<div class="line"><span class="lineno">  360</span>    <span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code hl_variable" href="../../d8/dab/sparse__table_8cpp.html#a10f3ffb3f6f7e1b83d556b9c8de89a5d">N</a> = <a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>-&gt;size();</div>
+<div class="line"><span class="lineno">  360</span>    <span class="keyword">const</span> <span class="keywordtype">int</span> N = <a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>-&gt;size();</div>
 <div class="line"><span class="lineno">  361</span>    <span class="keyword">const</span> <span class="keywordtype">double</span> R = 0.1;  <span class="comment">// radius of cluster</span></div>
 <div class="line"><span class="lineno">  362</span>    <span class="keywordtype">int</span> i = 0;</div>
 <div class="line"><span class="lineno">  363</span>    <span class="keyword">const</span> <span class="keywordtype">int</span> num_classes = 8;</div>
@@ -525,7 +591,7 @@ The compiled code is much slower when compiled with MS Visual C++ 2019 than with
 <div class="line"><span class="lineno">  376</span><span class="preprocessor">#ifdef _OPENMP</span></div>
 <div class="line"><span class="lineno">  377</span><span class="preprocessor">#pragma omp for</span></div>
 <div class="line"><span class="lineno">  378</span><span class="preprocessor">#endif</span></div>
-<div class="line"><span class="lineno">  379</span>    <span class="keywordflow">for</span> (i = 0; i &lt; <a class="code hl_variable" href="../../d8/dab/sparse__table_8cpp.html#a10f3ffb3f6f7e1b83d556b9c8de89a5d">N</a>; i++) {</div>
+<div class="line"><span class="lineno">  379</span>    <span class="keywordflow">for</span> (i = 0; i &lt; N; i++) {</div>
 <div class="line"><span class="lineno">  380</span>        <span class="keywordtype">int</span> cls =</div>
 <div class="line"><span class="lineno">  381</span>            std::rand() % num_classes;  <span class="comment">// select a random class for the point</span></div>
 <div class="line"><span class="lineno">  382</span> </div>
@@ -559,8 +625,7 @@ The compiled code is much slower when compiled with MS Visual C++ 2019 than with
      </table>
 </div><div class="memdoc">
 <p>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 generating function is      </p><p class="formulaDsp">
-\begin{eqnarray*}
-r &amp;\in&amp; [1-\delta r, 1+\delta r)\\
+\begin{eqnarray*}r &amp;\in&amp; [1-\delta r, 1+\delta r)\\
 \theta &amp;\in&amp; [0, 2\pi)\\
 x &amp;=&amp; r\cos\theta\\
 y &amp;=&amp; r\sin\theta
@@ -575,7 +640,7 @@ y &amp;=&amp; r\sin\theta

 <p class="definition">Definition at line <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html#l00196">196</a> of file <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html">kohonen_som_trace.cpp</a>.</p>
 <div class="fragment"><div class="line"><span class="lineno">  196</span>                                                       {</div>
-<div class="line"><span class="lineno">  197</span>    <span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code hl_variable" href="../../d8/dab/sparse__table_8cpp.html#a10f3ffb3f6f7e1b83d556b9c8de89a5d">N</a> = <a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>-&gt;size();</div>
+<div class="line"><span class="lineno">  197</span>    <span class="keyword">const</span> <span class="keywordtype">int</span> N = <a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>-&gt;size();</div>
 <div class="line"><span class="lineno">  198</span>    <span class="keyword">const</span> <span class="keywordtype">double</span> R = 0.75, dr = 0.3;</div>
 <div class="line"><span class="lineno">  199</span>    <span class="keywordtype">double</span> a_t = 0., b_t = 2.f * M_PI;  <span class="comment">// theta random between 0 and 2*pi</span></div>
 <div class="line"><span class="lineno">  200</span>    <span class="keywordtype">double</span> a_r = R - dr, b_r = R + dr;  <span class="comment">// radius random between R-dr and R+dr</span></div>
@@ -584,7 +649,7 @@ y &amp;=&amp; r\sin\theta
 <div class="line"><span class="lineno">  203</span><span class="preprocessor">#ifdef _OPENMP</span></div>
 <div class="line"><span class="lineno">  204</span><span class="preprocessor">#pragma omp for</span></div>
 <div class="line"><span class="lineno">  205</span><span class="preprocessor">#endif</span></div>
-<div class="line"><span class="lineno">  206</span>    <span class="keywordflow">for</span> (i = 0; i &lt; <a class="code hl_variable" href="../../d8/dab/sparse__table_8cpp.html#a10f3ffb3f6f7e1b83d556b9c8de89a5d">N</a>; i++) {</div>
+<div class="line"><span class="lineno">  206</span>    <span class="keywordflow">for</span> (i = 0; i &lt; N; i++) {</div>
 <div class="line"><span class="lineno">  207</span>        <span class="keywordtype">double</span> r = <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gaf5ce14f026d6d231bef29161bac2b485">_random</a>(a_r, b_r);      <span class="comment">// random radius</span></div>
 <div class="line"><span class="lineno">  208</span>        <span class="keywordtype">double</span> theta = <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gaf5ce14f026d6d231bef29161bac2b485">_random</a>(a_t, b_t);  <span class="comment">// random theta</span></div>
 <div class="line"><span class="lineno">  209</span>        <a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>[0][i][0] = r * cos(theta);    <span class="comment">// convert from polar to cartesian</span></div>
@@ -609,8 +674,7 @@ y &amp;=&amp; r\sin\theta
      </table>
 </div><div class="memdoc">
 <p>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>.        </p><p class="formulaDsp">
-\begin{eqnarray*}
-\delta r &amp;=&amp; 0.2\\
+\begin{eqnarray*}\delta r &amp;=&amp; 0.2\\
 \delta x &amp;\in&amp; [-\delta r, \delta r)\\
 \delta y &amp;\in&amp; [-\delta r, \delta r)\\
 \theta &amp;\in&amp; [0, \pi)\\
@@ -627,14 +691,14 @@ y &amp;=&amp; \delta y + \frac{\sin(2\theta)}{2}

 <p class="definition">Definition at line <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html#l00277">277</a> of file <a class="el" href="../../d9/d49/kohonen__som__trace_8cpp_source.html">kohonen_som_trace.cpp</a>.</p>
 <div class="fragment"><div class="line"><span class="lineno">  277</span>                                                           {</div>
-<div class="line"><span class="lineno">  278</span>    <span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code hl_variable" href="../../d8/dab/sparse__table_8cpp.html#a10f3ffb3f6f7e1b83d556b9c8de89a5d">N</a> = <a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>-&gt;size();</div>
+<div class="line"><span class="lineno">  278</span>    <span class="keyword">const</span> <span class="keywordtype">int</span> N = <a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>-&gt;size();</div>
 <div class="line"><span class="lineno">  279</span>    <span class="keyword">const</span> <span class="keywordtype">double</span> dr = 0.2;</div>
 <div class="line"><span class="lineno">  280</span>    <span class="keywordtype">int</span> i = 0;</div>
 <div class="line"><span class="lineno">  281</span> </div>
 <div class="line"><span class="lineno">  282</span><span class="preprocessor">#ifdef _OPENMP</span></div>
 <div class="line"><span class="lineno">  283</span><span class="preprocessor">#pragma omp for</span></div>
 <div class="line"><span class="lineno">  284</span><span class="preprocessor">#endif</span></div>
-<div class="line"><span class="lineno">  285</span>    <span class="keywordflow">for</span> (i = 0; i &lt; <a class="code hl_variable" href="../../d8/dab/sparse__table_8cpp.html#a10f3ffb3f6f7e1b83d556b9c8de89a5d">N</a>; i++) {</div>
+<div class="line"><span class="lineno">  285</span>    <span class="keywordflow">for</span> (i = 0; i &lt; N; i++) {</div>
 <div class="line"><span class="lineno">  286</span>        <span class="keywordtype">double</span> dx = <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gaf5ce14f026d6d231bef29161bac2b485">_random</a>(-dr, dr);     <span class="comment">// random change in x</span></div>
 <div class="line"><span class="lineno">  287</span>        <span class="keywordtype">double</span> dy = <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gaf5ce14f026d6d231bef29161bac2b485">_random</a>(-dr, dr);     <span class="comment">// random change in y</span></div>
 <div class="line"><span class="lineno">  288</span>        <span class="keywordtype">double</span> theta = <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gaf5ce14f026d6d231bef29161bac2b485">_random</a>(0, M_PI);  <span class="comment">// random theta</span></div>
@@ -651,7 +715,7 @@ y &amp;=&amp; \delta y + \frac{\sin(2\theta)}{2}
 <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> 1.12.0 </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>
  </ul>
 </div>
 </body>
--- a/d9/d49/kohonensomtrace_8cpp.js
+++ b/d9/d49/kohonensomtrace_8cpp.js
@@ -3,6 +3,7 @@ var kohonen__som__trace_8cpp =
    [ "_random", "d9/d66/group__machine__learning.html#gaf5ce14f026d6d231bef29161bac2b485", null ],
    [ "get_clock_diff", "d9/d49/kohonen__som__trace_8cpp.html#a2256c10b16edba377b64a44b6c656908", null ],
    [ "kohonen_som_tracer", "d9/d49/kohonen__som__trace_8cpp.html#a042f435bca0839e721fc1574a61e8da3", null ],
+    [ "machine_learning::kohonen_som_tracer", "d8/d77/namespacemachine__learning.html#a042f435bca0839e721fc1574a61e8da3", null ],
    [ "main", "d9/d49/kohonen__som__trace_8cpp.html#a3c04138a5bfe5d72780bb7e82a18e627", null ],
    [ "save_nd_data", "d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67", null ],
    [ "test1", "d9/d49/kohonen__som__trace_8cpp.html#a1440a7779ac56f47a3f355ce4a8c7da0", null ],
@@ -11,5 +12,5 @@ var kohonen__som__trace_8cpp =
    [ "test_3d_classes", "d9/d49/kohonen__som__trace_8cpp.html#a7154fe319e6033485a8a6cd6f0d8932d", null ],
    [ "test_circle", "d9/d49/kohonen__som__trace_8cpp.html#ae571600aa42a81bc14a4a602ea5ff00d", null ],
    [ "test_lamniscate", "d9/d49/kohonen__som__trace_8cpp.html#a53082f2e5bacec40266499da4547309a", null ],
-    [ "update_weights", "d9/d49/kohonen__som__trace_8cpp.html#aa6aac06ccf128b0a9c55c9ee1a8e5631", null ]
+    [ "machine_learning::update_weights", "d8/d77/namespacemachine__learning.html#aa6aac06ccf128b0a9c55c9ee1a8e5631", null ]
 ];
--- a/d9/d49/kohonensomtrace_8cpp_source.html
+++ b/d9/d49/kohonensomtrace_8cpp_source.html
@@ -4,7 +4,7 @@
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+<meta name="generator" content="Doxygen 1.13.2"/>
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@@ -60,7 +60,7 @@ window.MathJax = {
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+<!-- Generated by Doxygen 1.13.2 -->
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@@ -124,7 +124,7 @@ $(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp_source.html','../../')
  <div class="headertitle"><div class="title">kohonen_som_trace.cpp</div></div>
 </div><!--header-->
 <div class="contents">
-<a href="../../d9/d49/kohonen__som__trace_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span> </div>
+<a href="../../d9/d49/kohonen__som__trace_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span></div>
 <div class="line"><a id="l00021" name="l00021"></a><span class="lineno">   21</span><span class="preprocessor">#define _USE_MATH_DEFINES  </span><span class="comment">// required for MS Visual C++</span></div>
 <div class="line"><a id="l00022" name="l00022"></a><span class="lineno">   22</span><span class="preprocessor">#include &lt;algorithm&gt;</span></div>
 <div class="line"><a id="l00023" name="l00023"></a><span class="lineno">   23</span><span class="preprocessor">#include &lt;array&gt;</span></div>
@@ -138,11 +138,11 @@ $(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp_source.html','../../')
 <div class="line"><a id="l00031" name="l00031"></a><span class="lineno">   31</span><span class="preprocessor">#ifdef _OPENMP  </span><span class="comment">// check if OpenMP based parallellization is available</span></div>
 <div class="line"><a id="l00032" name="l00032"></a><span class="lineno">   32</span><span class="preprocessor">#include &lt;omp.h&gt;</span></div>
 <div class="line"><a id="l00033" name="l00033"></a><span class="lineno">   33</span><span class="preprocessor">#endif</span></div>
-<div class="line"><a id="l00034" name="l00034"></a><span class="lineno">   34</span> </div>
+<div class="line"><a id="l00034" name="l00034"></a><span class="lineno">   34</span></div>
 <div class="line"><a id="l00046" name="l00046"></a><span class="lineno">   46</span><span class="keywordtype">double</span> <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gaf5ce14f026d6d231bef29161bac2b485">_random</a>(<span class="keywordtype">double</span> a, <span class="keywordtype">double</span> b) {</div>
 <div class="line"><a id="l00047" name="l00047"></a><span class="lineno">   47</span>    <span class="keywordflow">return</span> ((b - a) * (std::rand() % 100) / 100.f) + a;</div>
 <div class="line"><a id="l00048" name="l00048"></a><span class="lineno">   48</span>}</div>
-<div class="line"><a id="l00049" name="l00049"></a><span class="lineno">   49</span> </div>
+<div class="line"><a id="l00049" name="l00049"></a><span class="lineno">   49</span></div>
 <div class="foldopen" id="foldopen00058" data-start="{" data-end="}">
 <div class="line"><a id="l00058" name="l00058"></a><span class="lineno"><a class="line" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">   58</a></span><span class="keywordtype">int</span> <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="keyword">const</span> <span class="keywordtype">char</span> *fname,</div>
 <div class="line"><a id="l00059" name="l00059"></a><span class="lineno">   59</span>                 <span class="keyword">const</span> std::vector&lt;std::valarray&lt;double&gt;&gt; &amp;X) {</div>
@@ -175,9 +175,9 @@ $(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp_source.html','../../')
 <div class="line"><a id="l00086" name="l00086"></a><span class="lineno">   86</span>    <span class="keywordflow">return</span> 0;</div>
 <div class="line"><a id="l00087" name="l00087"></a><span class="lineno">   87</span>}</div>
 </div>
-<div class="line"><a id="l00088" name="l00088"></a><span class="lineno">   88</span> </div>
+<div class="line"><a id="l00088" name="l00088"></a><span class="lineno">   88</span></div>
 <div class="line"><a id="l00092" name="l00092"></a><span class="lineno">   92</span><span class="keyword">namespace </span><a class="code hl_namespace" href="../../d8/d77/namespacemachine__learning.html">machine_learning</a> {</div>
-<div class="line"><a id="l00093" name="l00093"></a><span class="lineno">   93</span> </div>
+<div class="line"><a id="l00093" name="l00093"></a><span class="lineno">   93</span></div>
 <div class="foldopen" id="foldopen00103" data-start="{" data-end="}">
 <div class="line"><a id="l00103" name="l00103"></a><span class="lineno"><a class="line" href="../../d8/d77/namespacemachine__learning.html#aa6aac06ccf128b0a9c55c9ee1a8e5631">  103</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="../../d8/d77/namespacemachine__learning.html#ae868ad43698a1d69ba46ea3827d7d2c3">update_weights</a>(<span class="keyword">const</span> std::valarray&lt;double&gt; &amp;x,</div>
 <div class="line"><a id="l00104" name="l00104"></a><span class="lineno">  104</span>                    std::vector&lt;std::valarray&lt;double&gt;&gt; *W,</div>
@@ -217,7 +217,7 @@ $(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp_source.html','../../')
 <div class="line"><a id="l00138" name="l00138"></a><span class="lineno">  138</span>    }</div>
 <div class="line"><a id="l00139" name="l00139"></a><span class="lineno">  139</span>}</div>
 </div>
-<div class="line"><a id="l00140" name="l00140"></a><span class="lineno">  140</span> </div>
+<div class="line"><a id="l00140" name="l00140"></a><span class="lineno">  140</span></div>
 <div class="foldopen" id="foldopen00149" data-start="{" data-end="}">
 <div class="line"><a id="l00149" name="l00149"></a><span class="lineno"><a class="line" href="../../d8/d77/namespacemachine__learning.html#a042f435bca0839e721fc1574a61e8da3">  149</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="../../d8/d77/namespacemachine__learning.html#a042f435bca0839e721fc1574a61e8da3">kohonen_som_tracer</a>(<span class="keyword">const</span> std::vector&lt;std::valarray&lt;double&gt;&gt; &amp;X,</div>
 <div class="line"><a id="l00150" name="l00150"></a><span class="lineno">  150</span>                        std::vector&lt;std::valarray&lt;double&gt;&gt; *W,</div>
@@ -250,9 +250,10 @@ $(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp_source.html','../../')
 </div>
 <div class="line"><a id="l00177" name="l00177"></a><span class="lineno">  177</span> </div>
 <div class="line"><a id="l00178" name="l00178"></a><span class="lineno">  178</span>}  <span class="comment">// namespace machine_learning</span></div>
-<div class="line"><a id="l00179" name="l00179"></a><span class="lineno">  179</span> </div>
+<div class="line"><a id="l00179" name="l00179"></a><span class="lineno">  179</span></div>
+<div class="line"><a id="l00181" name="l00181"></a><span class="lineno">  181</span> </div>
 <div class="line"><a id="l00182" name="l00182"></a><span class="lineno">  182</span><span class="keyword">using </span><a class="code hl_function" href="../../d8/d77/namespacemachine__learning.html#a042f435bca0839e721fc1574a61e8da3">machine_learning::kohonen_som_tracer</a>;</div>
-<div class="line"><a id="l00183" name="l00183"></a><span class="lineno">  183</span> </div>
+<div class="line"><a id="l00183" name="l00183"></a><span class="lineno">  183</span></div>
 <div class="foldopen" id="foldopen00196" data-start="{" data-end="}">
 <div class="line"><a id="l00196" name="l00196"></a><span class="lineno"><a class="line" href="../../d9/d49/kohonen__som__trace_8cpp.html#ae571600aa42a81bc14a4a602ea5ff00d">  196</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/d49/kohonen__som__trace_8cpp.html#ae571600aa42a81bc14a4a602ea5ff00d">test_circle</a>(std::vector&lt;std::valarray&lt;double&gt;&gt; *<a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>) {</div>
 <div class="line"><a id="l00197" name="l00197"></a><span class="lineno">  197</span>    <span class="keyword">const</span> <span class="keywordtype">int</span> N = <a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>-&gt;size();</div>
@@ -272,7 +273,7 @@ $(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp_source.html','../../')
 <div class="line"><a id="l00211" name="l00211"></a><span class="lineno">  211</span>    }</div>
 <div class="line"><a id="l00212" name="l00212"></a><span class="lineno">  212</span>}</div>
 </div>
-<div class="line"><a id="l00213" name="l00213"></a><span class="lineno">  213</span> </div>
+<div class="line"><a id="l00213" name="l00213"></a><span class="lineno">  213</span></div>
 <div class="foldopen" id="foldopen00233" data-start="{" data-end="}">
 <div class="line"><a id="l00233" name="l00233"></a><span class="lineno"><a class="line" href="../../d9/d49/kohonen__som__trace_8cpp.html#a1440a7779ac56f47a3f355ce4a8c7da0">  233</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/d49/kohonen__som__trace_8cpp.html#a1440a7779ac56f47a3f355ce4a8c7da0">test1</a>() {</div>
 <div class="line"><a id="l00234" name="l00234"></a><span class="lineno">  234</span>    <span class="keywordtype">int</span> j = 0, N = 500;</div>
@@ -301,11 +302,11 @@ $(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp_source.html','../../')
 <div class="line"><a id="l00257" name="l00257"></a><span class="lineno">  257</span>    <a class="code hl_function" href="../../d9/d49/kohonen__som__trace_8cpp.html#ae571600aa42a81bc14a4a602ea5ff00d">test_circle</a>(&amp;X);  <span class="comment">// create test data around circumference of a circle</span></div>
 <div class="line"><a id="l00258" name="l00258"></a><span class="lineno">  258</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;test1.csv&quot;</span>, X);    <span class="comment">// save test data points</span></div>
 <div class="line"><a id="l00259" name="l00259"></a><span class="lineno">  259</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;w11.csv&quot;</span>, W);      <span class="comment">// save initial random weights</span></div>
-<div class="line"><a id="l00260" name="l00260"></a><span class="lineno">  260</span>    kohonen_som_tracer(X, &amp;W, 0.1);  <span class="comment">// train the SOM</span></div>
+<div class="line"><a id="l00260" name="l00260"></a><span class="lineno">  260</span>    <a class="code hl_function" href="../../d9/d49/kohonen__som__trace_8cpp.html#a042f435bca0839e721fc1574a61e8da3">kohonen_som_tracer</a>(X, &amp;W, 0.1);  <span class="comment">// train the SOM</span></div>
 <div class="line"><a id="l00261" name="l00261"></a><span class="lineno">  261</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;w12.csv&quot;</span>, W);      <span class="comment">// save the resultant weights</span></div>
 <div class="line"><a id="l00262" name="l00262"></a><span class="lineno">  262</span>}</div>
 </div>
-<div class="line"><a id="l00263" name="l00263"></a><span class="lineno">  263</span> </div>
+<div class="line"><a id="l00263" name="l00263"></a><span class="lineno">  263</span></div>
 <div class="foldopen" id="foldopen00277" data-start="{" data-end="}">
 <div class="line"><a id="l00277" name="l00277"></a><span class="lineno"><a class="line" href="../../d9/d49/kohonen__som__trace_8cpp.html#a53082f2e5bacec40266499da4547309a">  277</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/d49/kohonen__som__trace_8cpp.html#a53082f2e5bacec40266499da4547309a">test_lamniscate</a>(std::vector&lt;std::valarray&lt;double&gt;&gt; *<a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>) {</div>
 <div class="line"><a id="l00278" name="l00278"></a><span class="lineno">  278</span>    <span class="keyword">const</span> <span class="keywordtype">int</span> N = <a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>-&gt;size();</div>
@@ -324,7 +325,7 @@ $(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp_source.html','../../')
 <div class="line"><a id="l00291" name="l00291"></a><span class="lineno">  291</span>    }</div>
 <div class="line"><a id="l00292" name="l00292"></a><span class="lineno">  292</span>}</div>
 </div>
-<div class="line"><a id="l00293" name="l00293"></a><span class="lineno">  293</span> </div>
+<div class="line"><a id="l00293" name="l00293"></a><span class="lineno">  293</span></div>
 <div class="foldopen" id="foldopen00315" data-start="{" data-end="}">
 <div class="line"><a id="l00315" name="l00315"></a><span class="lineno"><a class="line" href="../../d9/d49/kohonen__som__trace_8cpp.html#a0283886819c7c140a023582b7269e2d0">  315</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/d49/kohonen__som__trace_8cpp.html#a0283886819c7c140a023582b7269e2d0">test2</a>() {</div>
 <div class="line"><a id="l00316" name="l00316"></a><span class="lineno">  316</span>    <span class="keywordtype">int</span> j = 0, N = 500;</div>
@@ -353,11 +354,11 @@ $(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp_source.html','../../')
 <div class="line"><a id="l00339" name="l00339"></a><span class="lineno">  339</span>    <a class="code hl_function" href="../../d9/d49/kohonen__som__trace_8cpp.html#a53082f2e5bacec40266499da4547309a">test_lamniscate</a>(&amp;X);              <span class="comment">// create test data around the lamniscate</span></div>
 <div class="line"><a id="l00340" name="l00340"></a><span class="lineno">  340</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;test2.csv&quot;</span>, X);     <span class="comment">// save test data points</span></div>
 <div class="line"><a id="l00341" name="l00341"></a><span class="lineno">  341</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;w21.csv&quot;</span>, W);       <span class="comment">// save initial random weights</span></div>
-<div class="line"><a id="l00342" name="l00342"></a><span class="lineno">  342</span>    kohonen_som_tracer(X, &amp;W, 0.01);  <span class="comment">// train the SOM</span></div>
+<div class="line"><a id="l00342" name="l00342"></a><span class="lineno">  342</span>    <a class="code hl_function" href="../../d9/d49/kohonen__som__trace_8cpp.html#a042f435bca0839e721fc1574a61e8da3">kohonen_som_tracer</a>(X, &amp;W, 0.01);  <span class="comment">// train the SOM</span></div>
 <div class="line"><a id="l00343" name="l00343"></a><span class="lineno">  343</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;w22.csv&quot;</span>, W);       <span class="comment">// save the resultant weights</span></div>
 <div class="line"><a id="l00344" name="l00344"></a><span class="lineno">  344</span>}</div>
 </div>
-<div class="line"><a id="l00345" name="l00345"></a><span class="lineno">  345</span> </div>
+<div class="line"><a id="l00345" name="l00345"></a><span class="lineno">  345</span></div>
 <div class="foldopen" id="foldopen00359" data-start="{" data-end="}">
 <div class="line"><a id="l00359" name="l00359"></a><span class="lineno"><a class="line" href="../../d9/d49/kohonen__som__trace_8cpp.html#a7154fe319e6033485a8a6cd6f0d8932d">  359</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/d49/kohonen__som__trace_8cpp.html#a7154fe319e6033485a8a6cd6f0d8932d">test_3d_classes</a>(std::vector&lt;std::valarray&lt;double&gt;&gt; *<a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>) {</div>
 <div class="line"><a id="l00360" name="l00360"></a><span class="lineno">  360</span>    <span class="keyword">const</span> <span class="keywordtype">int</span> N = <a class="code hl_variable" href="../../d1/df3/hash__search_8cpp.html#a6e1a77282bc65ad359d753d25df23243">data</a>-&gt;size();</div>
@@ -395,7 +396,7 @@ $(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp_source.html','../../')
 <div class="line"><a id="l00392" name="l00392"></a><span class="lineno">  392</span>    }</div>
 <div class="line"><a id="l00393" name="l00393"></a><span class="lineno">  393</span>}</div>
 </div>
-<div class="line"><a id="l00394" name="l00394"></a><span class="lineno">  394</span> </div>
+<div class="line"><a id="l00394" name="l00394"></a><span class="lineno">  394</span></div>
 <div class="foldopen" id="foldopen00414" data-start="{" data-end="}">
 <div class="line"><a id="l00414" name="l00414"></a><span class="lineno"><a class="line" href="../../d9/d49/kohonen__som__trace_8cpp.html#a6d0455dd5c30adda100e95f0423c786e">  414</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/d49/kohonen__som__trace_8cpp.html#a6d0455dd5c30adda100e95f0423c786e">test3</a>() {</div>
 <div class="line"><a id="l00415" name="l00415"></a><span class="lineno">  415</span>    <span class="keywordtype">int</span> j = 0, N = 200;</div>
@@ -424,17 +425,17 @@ $(function(){initNavTree('d9/d49/kohonen__som__trace_8cpp_source.html','../../')
 <div class="line"><a id="l00438" name="l00438"></a><span class="lineno">  438</span>    <a class="code hl_function" href="../../d9/d49/kohonen__som__trace_8cpp.html#a7154fe319e6033485a8a6cd6f0d8932d">test_3d_classes</a>(&amp;X);              <span class="comment">// create test data around the lamniscate</span></div>
 <div class="line"><a id="l00439" name="l00439"></a><span class="lineno">  439</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;test3.csv&quot;</span>, X);     <span class="comment">// save test data points</span></div>
 <div class="line"><a id="l00440" name="l00440"></a><span class="lineno">  440</span>    <a class="code hl_function" href="../../d9/d66/group__machine__learning.html#gae0208548f8b393528e5db01717e88e67">save_nd_data</a>(<span class="stringliteral">&quot;w31.csv&quot;</span>, W);       <span class="comment">// save initial random weights</span></div>
-<div class="line"><a id="l00441" name="l00441"></a><span class="lineno">  441</span>    kohonen_som_tracer(X, &amp;W, 0.01);  <span class="comment">// train the SOM</span></div>
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-<div class="line"><a id="l00444" name="l00444"></a><span class="lineno">  444</span> </div>
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+<div class="ttc" id="akohonen__som__trace_8cpp_html_a042f435bca0839e721fc1574a61e8da3"><div class="ttname"><a href="../../d9/d49/kohonen__som__trace_8cpp.html#a042f435bca0839e721fc1574a61e8da3">kohonen_som_tracer</a></div><div class="ttdeci">void kohonen_som_tracer(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)</div><div class="ttdef"><b>Definition</b> <a href="#l00149">kohonen_som_trace.cpp:149</a></div></div>
 <div class="ttc" id="akohonen__som__trace_8cpp_html_a1440a7779ac56f47a3f355ce4a8c7da0"><div class="ttname"><a href="../../d9/d49/kohonen__som__trace_8cpp.html#a1440a7779ac56f47a3f355ce4a8c7da0">test1</a></div><div class="ttdeci">void test1()</div><div class="ttdef"><b>Definition</b> <a href="#l00233">kohonen_som_trace.cpp:233</a></div></div>
 <div class="ttc" id="akohonen__som__trace_8cpp_html_a2256c10b16edba377b64a44b6c656908"><div class="ttname"><a href="../../d9/d49/kohonen__som__trace_8cpp.html#a2256c10b16edba377b64a44b6c656908">get_clock_diff</a></div><div class="ttdeci">double get_clock_diff(clock_t start_t, clock_t end_t)</div><div class="ttdef"><b>Definition</b> <a href="#l00452">kohonen_som_trace.cpp:452</a></div></div>
 <div class="ttc" id="akohonen__som__trace_8cpp_html_a53082f2e5bacec40266499da4547309a"><div class="ttname"><a href="../../d9/d49/kohonen__som__trace_8cpp.html#a53082f2e5bacec40266499da4547309a">test_lamniscate</a></div><div class="ttdeci">void test_lamniscate(std::vector&lt; std::valarray&lt; double &gt; &gt; *data)</div><div class="ttdef"><b>Definition</b> <a href="#l00277">kohonen_som_trace.cpp:277</a></div></div>
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+    <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>
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--- a/d9/d4e/gnome__sort_8cpp__incl.svg
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--- a/d9/d55/namespacesparse__table.html
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@@ -136,7 +136,7 @@ $(function(){initNavTree('d9/d55/namespacesparse__table.html','../../'); initRes
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+    <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>
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@@ -128,35 +128,35 @@ $(function(){initNavTree('d1/def/classdata__structures_1_1linked__list_1_1list.h
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  <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>copy_all_nodes_from_list</b>(const list &amp;other) (defined in <a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a>)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"><span class="mlabel">private</span></td></tr>
-  <tr class="odd"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#ac614ed8f1953f5486fab1cd6d7aa0500">delete_all_nodes</a>()</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"><span class="mlabel">private</span></td></tr>
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+  <tr class="odd"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#a540989875252b0d41d297d67efa032a8">delete_all_nodes</a>()</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"><span class="mlabel">private</span></td></tr>
+  <tr class="even"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#abf7c97616b873ffeebdd0eac2d19d13e">display</a>()</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
  <tr bgcolor="#f0f0f0" class="odd"><td class="entry"><b>display</b>() const (defined in <a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a>)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
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+  <tr class="even"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#a1fb1792ab867dc26639eef368a56989e">erase</a>(int old_elem)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
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+  <tr class="even"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#ae8424a4fce3d483f7c85d6f6a5c79a1a">isEmpty</a>()</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
+  <tr class="odd"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#a6d50919d34481a2b96cb74627d227c0e">isEmpty</a>() const</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
+  <tr class="even"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#ab87eecc80068fc5a80e98e83536885f2">last</a></td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"><span class="mlabel">private</span></td></tr>
  <tr bgcolor="#f0f0f0" class="odd"><td class="entry"><b>last</b>() const (defined in <a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a>)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#a50e209b55b83622254177050945e7826">list</a>()</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr bgcolor="#f0f0f0" class="odd"><td class="entry"><b>list</b>()=default (defined in <a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a>)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
-  <tr class="even"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#a326ac4f721f7b74d5ed4f418a67b8d38">list</a>(const list &amp;other)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
-  <tr class="odd"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#adb04f732911fcfd30f7177b367c6af41">operator=</a>(const list &amp;other)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
-  <tr class="even"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#a6e9859d1a0755fb51e41904d20c95496">push_back</a>(int new_elem)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
-  <tr class="odd"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#a332b965afd9d6bea8d3246673acd52c7">push_front</a>(int new_elem)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
+  <tr class="even"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#ac681c278055081ac11decb6060b300de">list</a>(const list &amp;other)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
+  <tr class="odd"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#ab164909ee7eadc4ab186d850e716abdf">operator=</a>(const list &amp;other)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
+  <tr class="even"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#ad585670a392c7e842c992d088093dff5">push_back</a>(int new_elem)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
+  <tr class="odd"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#a9c73f393e984f93f33852334d1a04be0">push_front</a>(int new_elem)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
  <tr bgcolor="#f0f0f0" class="even"><td class="entry"><b>reverse</b>() (defined in <a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a>)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
-  <tr class="odd"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#ac466ec086c0835822467bd3d8f3ab90e">reverseList</a>()</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
-  <tr class="even"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#ad3423f7518671351340932db3c24959a">search</a>(int find_elem)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
-  <tr class="odd"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#a9785d1478e59f5a90288b2928a7094d6">top</a>() const</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
-  <tr class="even"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#a2b951a3f1123b9b2f4891ec96aa76d69">traverse</a>(int32_t index) const</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
+  <tr class="odd"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#a8b20ca89a0346c8d4193936481528c70">reverseList</a>()</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
+  <tr class="even"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#a098be172c737f236763afdb8cada4835">search</a>(int find_elem)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
+  <tr class="odd"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#a89ad00dbd262e2527129813b53e16f81">top</a>() const</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
+  <tr class="even"><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html#aaca3be50a2a81bf3308d202a6dcee91a">traverse</a>(int32_t index) const</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
  <tr bgcolor="#f0f0f0" class="odd"><td class="entry"><b>~list</b>() (defined in <a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a>)</td><td class="entry"><a class="el" href="../../d1/def/classdata__structures_1_1linked__list_1_1list.html">data_structures::linked_list::list</a></td><td class="entry"></td></tr>
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+    <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>
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--- a/d9/d5d/extendedeuclidalgorithm_8cpp.html
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@@ -142,13 +142,13 @@ Include dependency graph for extended_euclid_algorithm.cpp:</div>
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 Functions</h2></td></tr>
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+<tr class="memitem:abe92d63a0ff9bda7e304df510d5dd217" id="r_abe92d63a0ff9bda7e304df510d5dd217"><td class="memTemplParams" colspan="2">template&lt;typename T, typename T2&gt; </td></tr>
 <tr class="memitem:abe92d63a0ff9bda7e304df510d5dd217"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#abe92d63a0ff9bda7e304df510d5dd217">update_step</a> (T *r, T *r0, const T2 quotient)</td></tr>
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+<tr class="memitem:a1792ac7c33aaf26b860ab55f5652ab25" id="r_a1792ac7c33aaf26b860ab55f5652ab25"><td class="memTemplParams" colspan="2">template&lt;typename T1, typename T2&gt; </td></tr>
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+<tr class="memitem:acba15ca55b3e7dcb91f3c65d72ba052d" id="r_acba15ca55b3e7dcb91f3c65d72ba052d"><td class="memTemplParams" colspan="2">template&lt;typename T, typename T2&gt; </td></tr>
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-template&lt;typename T1 , typename T2 &gt; </div>
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+    <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>
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-<div class="line"><a id="l00015" name="l00015"></a><span class="lineno">   15</span> </div>
+<div class="line"><a id="l00015" name="l00015"></a><span class="lineno">   15</span></div>
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+  <td id="projectalign">
+   <div id="projectname">TheAlgorithms/C++<span id="projectnumber">&#160;1.0.0</span>
+   </div>
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+<!-- Generated by Doxygen 1.13.2 -->
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+  $(function() { init_search(); });
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+/* @license-end */
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+<div id="MSearchSelectWindow"
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+     onmouseout="return searchBox.OnSearchSelectHide()"
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+
+<div class="header">
+  <div class="headertitle"><div class="title">unordered_set&lt; K &gt;::iterator Class Reference</div></div>
+</div><!--header-->
+<div class="contents">
+
+<p>STL iterator class.  
+ <a href="#details">More...</a></p>
+<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
+<div class="textblock"><p>STL iterator class. </p>
+</div><hr/>The documentation for this class was generated from the following files:</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="../../d3/d6d/classunordered__set.html">unordered_set</a></li><li class="navelem"><a class="el" href="../../d9/d5e/classunordered__set_1_1iterator.html">iterator</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>
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+++ b/d9/d5f/longestincreasingsubsequenceusingbinary__search_8cpp.html
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@@ -144,7 +144,7 @@ Include dependency graph for longest_increasing_subsequence_using_binary_search.
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+<tr class="memitem:a313539d9a97fc6e121ce496873ba892e" id="r_a313539d9a97fc6e121ce496873ba892e"><td class="memTemplParams" colspan="2">template&lt;typename T&gt; </td></tr>
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@@ -179,7 +179,7 @@ Functions</h2></td></tr>
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@@ -270,7 +270,7 @@ template&lt;typename T &gt; </div>
      </table>
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+    <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>
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  <ul>
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-    <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> 1.12.0 </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>
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+++ b/d9/d60/namespacerat__maze.html
@@ -4,7 +4,7 @@
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-<meta name="generator" content="Doxygen 1.12.0"/>
+<meta name="generator" content="Doxygen 1.13.2"/>
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@@ -60,7 +60,7 @@ window.MathJax = {
 </table>
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-<!-- Generated by Doxygen 1.12.0 -->
+<!-- Generated by Doxygen 1.13.2 -->
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@@ -137,7 +137,7 @@ solve-a-rat-in-a-maze-c-java-pytho/" target="_blank">Rat in a Maze</a> algorithm
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  <ul>
    <li class="navelem"><a class="el" href="../../d9/d60/namespacerat__maze.html">rat_maze</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> 1.12.0 </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>
  </ul>
 </div>
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--- a/d9/d65/lfu__cache_8cpp.html
+++ b/d9/d65/lfu__cache_8cpp.html
@@ -4,7 +4,7 @@
 <head>
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 <meta http-equiv="X-UA-Compatible" content="IE=11"/>
-<meta name="generator" content="Doxygen 1.12.0"/>
+<meta name="generator" content="Doxygen 1.13.2"/>
 <meta name="viewport" content="width=device-width, initial-scale=1"/>
 <title>TheAlgorithms/C++: others/lfu_cache.cpp File Reference</title>
 <link rel="icon" href="../../favicon.svg" type="image/x-icon" />
@@ -60,7 +60,7 @@ window.MathJax = {
 </table>
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-<!-- Generated by Doxygen 1.12.0 -->
+<!-- Generated by Doxygen 1.13.2 -->
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 /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
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@@ -163,7 +163,7 @@ Namespaces</h2></td></tr>
 </table><table class="memberdecls">
 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="typedef-members" name="typedef-members"></a>
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-<tr class="memitem:a5c0dfbf62803f020205076c3da18d058" id="r_a5c0dfbf62803f020205076c3da18d058"><td class="memTemplParams" colspan="2">template&lt;typename K , typename V &gt; </td></tr>
+<tr class="memitem:a5c0dfbf62803f020205076c3da18d058" id="r_a5c0dfbf62803f020205076c3da18d058"><td class="memTemplParams" colspan="2">template&lt;typename K, typename V&gt; </td></tr>
 <tr class="memitem:a5c0dfbf62803f020205076c3da18d058"><td class="memTemplItemLeft" align="right" valign="top">using&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="../../db/dde/namespaceothers_1_1_cache.html#a5c0dfbf62803f020205076c3da18d058">others::Cache::CacheNode</a> = <a class="el" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">D_Node</a>&lt;std::pair&lt;K, V&gt;&gt;</td></tr>
 <tr class="separator:a5c0dfbf62803f020205076c3da18d058"><td class="memSeparator" colspan="2">&#160;</td></tr>
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@@ -231,7 +231,7 @@ map).</p>
      </table>
  </td>
  <td class="mlabels-right">
-<span class="mlabels"><span class="mlabel">static</span></span>  </td>
+<span class="mlabels"><span class="mlabel static">static</span></span>  </td>
  </tr>
 </table>
 </div><div class="memdoc">
@@ -296,7 +296,7 @@ map).</p>
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  <ul>
    <li class="navelem"><a class="el" href="../../dir_9510827d0b234b3cc54b29892f217477.html">others</a></li><li class="navelem"><a class="el" href="../../d9/d65/lfu__cache_8cpp.html">lfu_cache.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> 1.12.0 </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>
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--- a/d9/d65/lfu__cache_8cpp_source.html
+++ b/d9/d65/lfu__cache_8cpp_source.html
@@ -4,7 +4,7 @@
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 <meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
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-<meta name="generator" content="Doxygen 1.12.0"/>
+<meta name="generator" content="Doxygen 1.13.2"/>
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@@ -60,7 +60,7 @@ window.MathJax = {
 </table>
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+<!-- Generated by Doxygen 1.13.2 -->
 <script type="text/javascript">
 /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
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@@ -124,35 +124,38 @@ $(function(){initNavTree('d9/d65/lfu__cache_8cpp_source.html','../../'); initRes
  <div class="headertitle"><div class="title">lfu_cache.cpp</div></div>
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 <div class="contents">
-<a href="../../d9/d65/lfu__cache_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span> </div>
+<a href="../../d9/d65/lfu__cache_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span></div>
+<div class="line"><a id="l00022" name="l00022"></a><span class="lineno">   22</span> </div>
 <div class="line"><a id="l00023" name="l00023"></a><span class="lineno">   23</span><span class="preprocessor">#include &lt;cassert&gt;</span>        <span class="comment">// for assert</span></div>
 <div class="line"><a id="l00024" name="l00024"></a><span class="lineno">   24</span><span class="preprocessor">#include &lt;iostream&gt;</span>       <span class="comment">// for std::cout</span></div>
 <div class="line"><a id="l00025" name="l00025"></a><span class="lineno">   25</span><span class="preprocessor">#include &lt;unordered_map&gt;</span>  <span class="comment">// for std::unordered_map</span></div>
-<div class="line"><a id="l00026" name="l00026"></a><span class="lineno">   26</span> </div>
+<div class="line"><a id="l00026" name="l00026"></a><span class="lineno">   26</span></div>
 <div class="line"><a id="l00031" name="l00031"></a><span class="lineno">   31</span><span class="keyword">namespace </span><a class="code hl_namespace" href="../../d0/d6f/namespaceothers.html">others</a> {</div>
-<div class="line"><a id="l00032" name="l00032"></a><span class="lineno">   32</span> </div>
+<div class="line"><a id="l00032" name="l00032"></a><span class="lineno">   32</span></div>
 <div class="foldopen" id="foldopen00037" data-start="{" data-end="}">
-<div class="line"><a id="l00037" name="l00037"></a><span class="lineno"><a class="line" href="../../db/dde/namespaceothers_1_1_cache.html">   37</a></span><span class="keyword">namespace </span>Cache {</div>
-<div class="line"><a id="l00038" name="l00038"></a><span class="lineno">   38</span> </div>
+<div class="line"><a id="l00037" name="l00037"></a><span class="lineno"><a class="line" href="../../db/dde/namespaceothers_1_1_cache.html">   37</a></span><span class="keyword">namespace </span><a class="code hl_namespace" href="../../db/dde/namespaceothers_1_1_cache.html">Cache</a> {</div>
+<div class="line"><a id="l00038" name="l00038"></a><span class="lineno">   38</span></div>
 <div class="line"><a id="l00044" name="l00044"></a><span class="lineno">   44</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> T&gt;</div>
-<div class="line"><a id="l00045" name="l00045"></a><span class="lineno">   45</span><span class="keyword">class </span><a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">D_Node</a> {</div>
+<div class="foldopen" id="foldopen00045" data-start="{" data-end="};">
+<div class="line"><a id="l00045" name="l00045"></a><span class="lineno"><a class="line" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">   45</a></span><span class="keyword">class </span>D_Node {</div>
 <div class="line"><a id="l00046" name="l00046"></a><span class="lineno">   46</span> <span class="keyword">public</span>:</div>
 <div class="line"><a id="l00047" name="l00047"></a><span class="lineno"><a class="line" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a8902e7ff872fa3c80fe6ce5f5cf5cc75">   47</a></span>    T <a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a8902e7ff872fa3c80fe6ce5f5cf5cc75">data</a>;           </div>
-<div class="line"><a id="l00048" name="l00048"></a><span class="lineno"><a class="line" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a19e954cbb710ea8318bcb6aaef78e2d5">   48</a></span>    <a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">D_Node&lt;T&gt;</a> *<a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a19e954cbb710ea8318bcb6aaef78e2d5">prev</a>;  </div>
-<div class="line"><a id="l00049" name="l00049"></a><span class="lineno"><a class="line" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a0043eb287c54b3b2fb91ce354878a7bd">   49</a></span>    <a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">D_Node&lt;T&gt;</a> *<a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a0043eb287c54b3b2fb91ce354878a7bd">next</a>;  </div>
+<div class="line"><a id="l00048" name="l00048"></a><span class="lineno"><a class="line" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a19e954cbb710ea8318bcb6aaef78e2d5">   48</a></span>    D_Node&lt;T&gt; *<a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a19e954cbb710ea8318bcb6aaef78e2d5">prev</a>;  </div>
+<div class="line"><a id="l00049" name="l00049"></a><span class="lineno"><a class="line" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a0043eb287c54b3b2fb91ce354878a7bd">   49</a></span>    D_Node&lt;T&gt; *<a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a0043eb287c54b3b2fb91ce354878a7bd">next</a>;  </div>
 <div class="line"><a id="l00050" name="l00050"></a><span class="lineno">   50</span> </div>
-<div class="line"><a id="l00051" name="l00051"></a><span class="lineno">   51</span>    <span class="keyword">explicit</span> <a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">D_Node</a>(T <a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a8902e7ff872fa3c80fe6ce5f5cf5cc75">data</a>) : <a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a8902e7ff872fa3c80fe6ce5f5cf5cc75">data</a>(<a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a8902e7ff872fa3c80fe6ce5f5cf5cc75">data</a>), <a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a19e954cbb710ea8318bcb6aaef78e2d5">prev</a>(nullptr), <a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a0043eb287c54b3b2fb91ce354878a7bd">next</a>(nullptr) {}</div>
+<div class="line"><a id="l00051" name="l00051"></a><span class="lineno">   51</span>    <span class="keyword">explicit</span> D_Node(T <a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a8902e7ff872fa3c80fe6ce5f5cf5cc75">data</a>) : <a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a8902e7ff872fa3c80fe6ce5f5cf5cc75">data</a>(<a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a8902e7ff872fa3c80fe6ce5f5cf5cc75">data</a>), <a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a19e954cbb710ea8318bcb6aaef78e2d5">prev</a>(nullptr), <a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a0043eb287c54b3b2fb91ce354878a7bd">next</a>(nullptr) {}</div>
 <div class="line"><a id="l00052" name="l00052"></a><span class="lineno">   52</span>};</div>
+</div>
 <div class="line"><a id="l00053" name="l00053"></a><span class="lineno">   53</span> </div>
 <div class="line"><a id="l00054" name="l00054"></a><span class="lineno">   54</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> K, <span class="keyword">typename</span> V&gt;</div>
 <div class="line"><a id="l00055" name="l00055"></a><span class="lineno">   55</span><span class="keyword">using </span>CacheNode = D_Node&lt;std::pair&lt;K, V&gt;&gt;;</div>
-<div class="line"><a id="l00056" name="l00056"></a><span class="lineno">   56</span> </div>
+<div class="line"><a id="l00056" name="l00056"></a><span class="lineno">   56</span></div>
 <div class="line"><a id="l00063" name="l00063"></a><span class="lineno">   63</span><span class="keyword">template</span> &lt;<span class="keyword">typename</span> K, <span class="keyword">typename</span> V&gt;</div>
 <div class="foldopen" id="foldopen00064" data-start="{" data-end="};">
-<div class="line"><a id="l00064" name="l00064"></a><span class="lineno"><a class="line" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html">   64</a></span><span class="keyword">class </span><a class="code hl_class" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html">LFUCache</a> {</div>
+<div class="line"><a id="l00064" name="l00064"></a><span class="lineno"><a class="line" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html">   64</a></span><span class="keyword">class </span><a class="code hl_function" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#affd7776c246caa2d0f92fd8616f6e5dc">LFUCache</a> {</div>
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 <div class="line"><a id="l00066" name="l00066"></a><span class="lineno"><a class="line" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#ac7684879e2e5da3d8bc5b1699ee42d35">   66</a></span>        <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#ac7684879e2e5da3d8bc5b1699ee42d35">node_map</a>;  </div>
-<div class="line"><a id="l00067" name="l00067"></a><span class="lineno">   67</span>    std::unordered_map&lt;int, std::pair&lt;CacheNode&lt;K, V&gt; *, <a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">CacheNode&lt;K, V&gt;</a> *&gt;&gt;</div>
+<div class="line"><a id="l00067" name="l00067"></a><span class="lineno">   67</span>    std::unordered_map&lt;int, std::pair&lt;CacheNode&lt;K, V&gt; *, CacheNode&lt;K, V&gt; *&gt;&gt;</div>
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 <div class="line"><a id="l00069" name="l00069"></a><span class="lineno">   69</span> </div>
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 <div class="line"><a id="l00080" name="l00080"></a><span class="lineno">   80</span> <span class="keyword">private</span>:</div>
 <div class="foldopen" id="foldopen00088" data-start="{" data-end="}">
-<div class="line"><a id="l00088" name="l00088"></a><span class="lineno"><a class="line" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#adad4ab43141fb8ba43facd3a71e07047">   88</a></span>    <span class="keywordtype">void</span> <a class="code hl_function" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#adad4ab43141fb8ba43facd3a71e07047">push</a>(<span class="keywordtype">int</span> freq, <a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">CacheNode&lt;K, V&gt;</a> *<a class="code hl_class" href="../../d5/da1/structnode.html">node</a>) {</div>
+<div class="line"><a id="l00088" name="l00088"></a><span class="lineno"><a class="line" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#adad4ab43141fb8ba43facd3a71e07047">   88</a></span>    <span class="keywordtype">void</span> <a class="code hl_function" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#adad4ab43141fb8ba43facd3a71e07047">push</a>(<span class="keywordtype">int</span> freq, CacheNode&lt;K, V&gt; *<a class="code hl_class" href="../../d5/da1/structnode.html">node</a>) {</div>
 <div class="line"><a id="l00089" name="l00089"></a><span class="lineno">   89</span>        <span class="comment">// if freq is not present, then make a new list with node as the head as</span></div>
 <div class="line"><a id="l00090" name="l00090"></a><span class="lineno">   90</span>        <span class="comment">// well as tail.</span></div>
 <div class="line"><a id="l00091" name="l00091"></a><span class="lineno">   91</span>        <span class="keywordflow">if</span> (!<a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#aba5d59d0f6ab0c0d30a92551ca5a05f2">freq_map</a>.count(freq)) {</div>
-<div class="line"><a id="l00092" name="l00092"></a><span class="lineno">   92</span>            <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#aba5d59d0f6ab0c0d30a92551ca5a05f2">freq_map</a>[freq] = {<a class="code hl_typedef" href="../../d8/dee/avltree_8cpp.html#a74f0cf18a0e5b832d9994e2f2d022287">node</a>, <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>};</div>
+<div class="line"><a id="l00092" name="l00092"></a><span class="lineno">   92</span>            <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#aba5d59d0f6ab0c0d30a92551ca5a05f2">freq_map</a>[freq] = {<a class="code hl_class" href="../../d5/da1/structnode.html">node</a>, <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>};</div>
 <div class="line"><a id="l00093" name="l00093"></a><span class="lineno">   93</span>            <span class="keywordflow">return</span>;</div>
 <div class="line"><a id="l00094" name="l00094"></a><span class="lineno">   94</span>        }</div>
 <div class="line"><a id="l00095" name="l00095"></a><span class="lineno">   95</span> </div>
-<div class="line"><a id="l00096" name="l00096"></a><span class="lineno">   96</span>        std::pair&lt;CacheNode&lt;K, V&gt; *, <a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">CacheNode&lt;K, V&gt;</a> *&gt; &amp;p = <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#aba5d59d0f6ab0c0d30a92551ca5a05f2">freq_map</a>[freq];</div>
+<div class="line"><a id="l00096" name="l00096"></a><span class="lineno">   96</span>        std::pair&lt;CacheNode&lt;K, V&gt; *, CacheNode&lt;K, V&gt; *&gt; &amp;p = <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#aba5d59d0f6ab0c0d30a92551ca5a05f2">freq_map</a>[freq];</div>
 <div class="line"><a id="l00097" name="l00097"></a><span class="lineno">   97</span> </div>
 <div class="line"><a id="l00098" name="l00098"></a><span class="lineno">   98</span>        <span class="comment">// insert the node at the beginning of the linked list and update the</span></div>
 <div class="line"><a id="l00099" name="l00099"></a><span class="lineno">   99</span>        <span class="comment">// head.</span></div>
-<div class="line"><a id="l00100" name="l00100"></a><span class="lineno">  100</span>        p.first-&gt;prev = <a class="code hl_typedef" href="../../d8/dee/avltree_8cpp.html#a74f0cf18a0e5b832d9994e2f2d022287">node</a>;</div>
+<div class="line"><a id="l00100" name="l00100"></a><span class="lineno">  100</span>        p.first-&gt;prev = <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>;</div>
 <div class="line"><a id="l00101" name="l00101"></a><span class="lineno">  101</span>        <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>-&gt;next = p.first;</div>
-<div class="line"><a id="l00102" name="l00102"></a><span class="lineno">  102</span>        p.first = <a class="code hl_typedef" href="../../d8/dee/avltree_8cpp.html#a74f0cf18a0e5b832d9994e2f2d022287">node</a>;</div>
+<div class="line"><a id="l00102" name="l00102"></a><span class="lineno">  102</span>        p.first = <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>;</div>
 <div class="line"><a id="l00103" name="l00103"></a><span class="lineno">  103</span>    }</div>
 </div>
-<div class="line"><a id="l00104" name="l00104"></a><span class="lineno">  104</span> </div>
+<div class="line"><a id="l00104" name="l00104"></a><span class="lineno">  104</span></div>
 <div class="foldopen" id="foldopen00109" data-start="{" data-end="}">
-<div class="line"><a id="l00109" name="l00109"></a><span class="lineno"><a class="line" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a16a25c102554c5653721a5112ef676c9">  109</a></span>    <span class="keywordtype">void</span> <a class="code hl_function" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a16a25c102554c5653721a5112ef676c9">increase_frequency</a>(std::pair&lt;<a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">CacheNode&lt;K, V&gt;</a> *, <span class="keywordtype">int</span>&gt; &amp;p_node) {</div>
-<div class="line"><a id="l00110" name="l00110"></a><span class="lineno">  110</span>        <a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">CacheNode&lt;K, V&gt;</a> *<a class="code hl_class" href="../../d5/da1/structnode.html">node</a> = p_node.first;</div>
+<div class="line"><a id="l00109" name="l00109"></a><span class="lineno"><a class="line" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a16a25c102554c5653721a5112ef676c9">  109</a></span>    <span class="keywordtype">void</span> <a class="code hl_function" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a16a25c102554c5653721a5112ef676c9">increase_frequency</a>(std::pair&lt;CacheNode&lt;K, V&gt; *, <span class="keywordtype">int</span>&gt; &amp;p_node) {</div>
+<div class="line"><a id="l00110" name="l00110"></a><span class="lineno">  110</span>        CacheNode&lt;K, V&gt; *<a class="code hl_class" href="../../d5/da1/structnode.html">node</a> = p_node.first;</div>
 <div class="line"><a id="l00111" name="l00111"></a><span class="lineno">  111</span>        <span class="keywordtype">int</span> freq = p_node.second;</div>
 <div class="line"><a id="l00112" name="l00112"></a><span class="lineno">  112</span> </div>
-<div class="line"><a id="l00113" name="l00113"></a><span class="lineno">  113</span>        std::pair&lt;CacheNode&lt;K, V&gt; *, <a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">CacheNode&lt;K, V&gt;</a> *&gt; &amp;p = <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#aba5d59d0f6ab0c0d30a92551ca5a05f2">freq_map</a>[freq];</div>
+<div class="line"><a id="l00113" name="l00113"></a><span class="lineno">  113</span>        std::pair&lt;CacheNode&lt;K, V&gt; *, CacheNode&lt;K, V&gt; *&gt; &amp;p = <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#aba5d59d0f6ab0c0d30a92551ca5a05f2">freq_map</a>[freq];</div>
 <div class="line"><a id="l00114" name="l00114"></a><span class="lineno">  114</span> </div>
 <div class="line"><a id="l00115" name="l00115"></a><span class="lineno">  115</span>        <span class="comment">// if the given node is the only node in the list,</span></div>
 <div class="line"><a id="l00116" name="l00116"></a><span class="lineno">  116</span>        <span class="comment">// then erase the frequency from map</span></div>
@@ -198,8 +201,8 @@ $(function(){initNavTree('d9/d65/lfu__cache_8cpp_source.html','../../'); initRes
 <div class="line"><a id="l00122" name="l00122"></a><span class="lineno">  122</span>            }</div>
 <div class="line"><a id="l00123" name="l00123"></a><span class="lineno">  123</span>        } <span class="keywordflow">else</span> {</div>
 <div class="line"><a id="l00124" name="l00124"></a><span class="lineno">  124</span>            <span class="comment">// remove the given node from current freq linked list</span></div>
-<div class="line"><a id="l00125" name="l00125"></a><span class="lineno">  125</span>            <a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">CacheNode&lt;K, V&gt;</a> *prev = <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>-&gt;prev;</div>
-<div class="line"><a id="l00126" name="l00126"></a><span class="lineno">  126</span>            <a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">CacheNode&lt;K, V&gt;</a> *next = <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>-&gt;next;</div>
+<div class="line"><a id="l00125" name="l00125"></a><span class="lineno">  125</span>            CacheNode&lt;K, V&gt; *prev = <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>-&gt;prev;</div>
+<div class="line"><a id="l00126" name="l00126"></a><span class="lineno">  126</span>            CacheNode&lt;K, V&gt; *next = <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>-&gt;next;</div>
 <div class="line"><a id="l00127" name="l00127"></a><span class="lineno">  127</span>            <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>-&gt;prev = <span class="keyword">nullptr</span>;</div>
 <div class="line"><a id="l00128" name="l00128"></a><span class="lineno">  128</span>            <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>-&gt;next = <span class="keyword">nullptr</span>;</div>
 <div class="line"><a id="l00129" name="l00129"></a><span class="lineno">  129</span> </div>
@@ -219,10 +222,10 @@ $(function(){initNavTree('d9/d65/lfu__cache_8cpp_source.html','../../'); initRes
 <div class="line"><a id="l00143" name="l00143"></a><span class="lineno">  143</span>        ++p_node.second;</div>
 <div class="line"><a id="l00144" name="l00144"></a><span class="lineno">  144</span>    }</div>
 </div>
-<div class="line"><a id="l00145" name="l00145"></a><span class="lineno">  145</span> </div>
+<div class="line"><a id="l00145" name="l00145"></a><span class="lineno">  145</span></div>
 <div class="foldopen" id="foldopen00149" data-start="{" data-end="}">
 <div class="line"><a id="l00149" name="l00149"></a><span class="lineno"><a class="line" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#ab3561ab204754295199f9566924f7e69">  149</a></span>    <span class="keywordtype">void</span> <a class="code hl_function" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#ab3561ab204754295199f9566924f7e69">pop</a>() {</div>
-<div class="line"><a id="l00150" name="l00150"></a><span class="lineno">  150</span>        std::pair&lt;CacheNode&lt;K, V&gt; *, <a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">CacheNode&lt;K, V&gt;</a> *&gt; &amp;p = <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#aba5d59d0f6ab0c0d30a92551ca5a05f2">freq_map</a>[<a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a6de844d1589a809239cc07752f311285">minFreq</a>];</div>
+<div class="line"><a id="l00150" name="l00150"></a><span class="lineno">  150</span>        std::pair&lt;CacheNode&lt;K, V&gt; *, CacheNode&lt;K, V&gt; *&gt; &amp;p = <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#aba5d59d0f6ab0c0d30a92551ca5a05f2">freq_map</a>[<a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a6de844d1589a809239cc07752f311285">minFreq</a>];</div>
 <div class="line"><a id="l00151" name="l00151"></a><span class="lineno">  151</span> </div>
 <div class="line"><a id="l00152" name="l00152"></a><span class="lineno">  152</span>        <span class="comment">// if there is only one node</span></div>
 <div class="line"><a id="l00153" name="l00153"></a><span class="lineno">  153</span>        <span class="comment">// remove the node and erase</span></div>
@@ -234,7 +237,7 @@ $(function(){initNavTree('d9/d65/lfu__cache_8cpp_source.html','../../'); initRes
 <div class="line"><a id="l00159" name="l00159"></a><span class="lineno">  159</span>        }</div>
 <div class="line"><a id="l00160" name="l00160"></a><span class="lineno">  160</span> </div>
 <div class="line"><a id="l00161" name="l00161"></a><span class="lineno">  161</span>        <span class="comment">// remove the last node in the linked list</span></div>
-<div class="line"><a id="l00162" name="l00162"></a><span class="lineno">  162</span>        <a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">CacheNode&lt;K, V&gt;</a> *temp = p.second;</div>
+<div class="line"><a id="l00162" name="l00162"></a><span class="lineno">  162</span>        CacheNode&lt;K, V&gt; *temp = p.second;</div>
 <div class="line"><a id="l00163" name="l00163"></a><span class="lineno">  163</span>        p.second = temp-&gt;<a class="code hl_variable" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a19e954cbb710ea8318bcb6aaef78e2d5">prev</a>;</div>
 <div class="line"><a id="l00164" name="l00164"></a><span class="lineno">  164</span>        p.second-&gt;next = <span class="keyword">nullptr</span>;</div>
 <div class="line"><a id="l00165" name="l00165"></a><span class="lineno">  165</span>        <span class="keyword">delete</span> temp;</div>
@@ -259,13 +262,13 @@ $(function(){initNavTree('d9/d65/lfu__cache_8cpp_source.html','../../'); initRes
 <div class="line"><a id="l00187" name="l00187"></a><span class="lineno">  187</span>        }</div>
 <div class="line"><a id="l00188" name="l00188"></a><span class="lineno">  188</span> </div>
 <div class="line"><a id="l00189" name="l00189"></a><span class="lineno">  189</span>        <span class="comment">// insert the new node and set minFreq to 1</span></div>
-<div class="line"><a id="l00190" name="l00190"></a><span class="lineno">  190</span>        <a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">CacheNode&lt;K, V&gt;</a> *<a class="code hl_class" href="../../d5/da1/structnode.html">node</a> = <span class="keyword">new</span> <a class="code hl_class" href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">CacheNode&lt;K, V&gt;</a>({key, value});</div>
-<div class="line"><a id="l00191" name="l00191"></a><span class="lineno">  191</span>        <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#ac7684879e2e5da3d8bc5b1699ee42d35">node_map</a>[key] = {<a class="code hl_typedef" href="../../d8/dee/avltree_8cpp.html#a74f0cf18a0e5b832d9994e2f2d022287">node</a>, 1};</div>
+<div class="line"><a id="l00190" name="l00190"></a><span class="lineno">  190</span>        CacheNode&lt;K, V&gt; *<a class="code hl_class" href="../../d5/da1/structnode.html">node</a> = <span class="keyword">new</span> CacheNode&lt;K, V&gt;({key, value});</div>
+<div class="line"><a id="l00191" name="l00191"></a><span class="lineno">  191</span>        <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#ac7684879e2e5da3d8bc5b1699ee42d35">node_map</a>[key] = {<a class="code hl_class" href="../../d5/da1/structnode.html">node</a>, 1};</div>
 <div class="line"><a id="l00192" name="l00192"></a><span class="lineno">  192</span>        <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a6de844d1589a809239cc07752f311285">minFreq</a> = 1;</div>
 <div class="line"><a id="l00193" name="l00193"></a><span class="lineno">  193</span>        <a class="code hl_function" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#adad4ab43141fb8ba43facd3a71e07047">push</a>(1, <a class="code hl_class" href="../../d5/da1/structnode.html">node</a>);</div>
 <div class="line"><a id="l00194" name="l00194"></a><span class="lineno">  194</span>    }</div>
 </div>
-<div class="line"><a id="l00195" name="l00195"></a><span class="lineno">  195</span> </div>
+<div class="line"><a id="l00195" name="l00195"></a><span class="lineno">  195</span></div>
 <div class="foldopen" id="foldopen00202" data-start="{" data-end="}">
 <div class="line"><a id="l00202" name="l00202"></a><span class="lineno"><a class="line" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a58e37d3713f28d36abbb8cdf6c432781">  202</a></span>    V <a class="code hl_function" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a58e37d3713f28d36abbb8cdf6c432781">get</a>(K key) {</div>
 <div class="line"><a id="l00203" name="l00203"></a><span class="lineno">  203</span>        <span class="keywordflow">if</span> (!<a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#ac7684879e2e5da3d8bc5b1699ee42d35">node_map</a>.count(key)) {</div>
@@ -278,13 +281,13 @@ $(function(){initNavTree('d9/d65/lfu__cache_8cpp_source.html','../../'); initRes
 <div class="line"><a id="l00210" name="l00210"></a><span class="lineno">  210</span>        <span class="keywordflow">return</span> value;</div>
 <div class="line"><a id="l00211" name="l00211"></a><span class="lineno">  211</span>    }</div>
 </div>
-<div class="line"><a id="l00212" name="l00212"></a><span class="lineno">  212</span> </div>
+<div class="line"><a id="l00212" name="l00212"></a><span class="lineno">  212</span></div>
 <div class="line"><a id="l00217" name="l00217"></a><span class="lineno"><a class="line" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#adbfb2ef7358423fdf1f49d410f55f195">  217</a></span>    <span class="keywordtype">int</span> <a class="code hl_function" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#adbfb2ef7358423fdf1f49d410f55f195">size</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#ac7684879e2e5da3d8bc5b1699ee42d35">node_map</a>.size(); }</div>
-<div class="line"><a id="l00218" name="l00218"></a><span class="lineno">  218</span> </div>
+<div class="line"><a id="l00218" name="l00218"></a><span class="lineno">  218</span></div>
 <div class="line"><a id="l00223" name="l00223"></a><span class="lineno"><a class="line" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#ac27c9076377cbed2a2acc45a189fed2c">  223</a></span>    <span class="keywordtype">int</span> <a class="code hl_function" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#ac27c9076377cbed2a2acc45a189fed2c">capacity</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a3acc10e6bb67d9d9c4187f625723e6c5">_capacity</a>; }</div>
-<div class="line"><a id="l00224" name="l00224"></a><span class="lineno">  224</span> </div>
+<div class="line"><a id="l00224" name="l00224"></a><span class="lineno">  224</span></div>
 <div class="line"><a id="l00229" name="l00229"></a><span class="lineno"><a class="line" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a68e1be0a3e0a6478aa35f04000e0e9b0">  229</a></span>    <span class="keywordtype">bool</span> <a class="code hl_function" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a68e1be0a3e0a6478aa35f04000e0e9b0">empty</a>()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#ac7684879e2e5da3d8bc5b1699ee42d35">node_map</a>.empty(); }</div>
-<div class="line"><a id="l00230" name="l00230"></a><span class="lineno">  230</span> </div>
+<div class="line"><a id="l00230" name="l00230"></a><span class="lineno">  230</span></div>
 <div class="foldopen" id="foldopen00235" data-start="{" data-end="}">
 <div class="line"><a id="l00235" name="l00235"></a><span class="lineno"><a class="line" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a8857531ecc8ed2e36868e267148eff36">  235</a></span>    <a class="code hl_function" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a8857531ecc8ed2e36868e267148eff36">~LFUCache</a>() {</div>
 <div class="line"><a id="l00236" name="l00236"></a><span class="lineno">  236</span>        <span class="keyword">auto</span> it = <a class="code hl_variable" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#ac7684879e2e5da3d8bc5b1699ee42d35">node_map</a>.begin();</div>
@@ -299,7 +302,7 @@ $(function(){initNavTree('d9/d65/lfu__cache_8cpp_source.html','../../'); initRes
 <div class="line"><a id="l00243" name="l00243"></a><span class="lineno">  243</span>}  <span class="comment">// namespace Cache</span></div>
 </div>
 <div class="line"><a id="l00244" name="l00244"></a><span class="lineno">  244</span>}  <span class="comment">// namespace others</span></div>
-<div class="line"><a id="l00245" name="l00245"></a><span class="lineno">  245</span> </div>
+<div class="line"><a id="l00245" name="l00245"></a><span class="lineno">  245</span></div>
 <div class="foldopen" id="foldopen00250" data-start="{" data-end="}">
 <div class="line"><a id="l00250" name="l00250"></a><span class="lineno"><a class="line" href="../../d9/d65/lfu__cache_8cpp.html#aa8dca7b867074164d5f45b0f3851269d">  250</a></span><span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/d65/lfu__cache_8cpp.html#aa8dca7b867074164d5f45b0f3851269d">test</a>() {</div>
 <div class="line"><a id="l00251" name="l00251"></a><span class="lineno">  251</span>    <a class="code hl_class" href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html">others::Cache::LFUCache&lt;int, int&gt;</a> cache(5);</div>
@@ -348,18 +351,16 @@ $(function(){initNavTree('d9/d65/lfu__cache_8cpp_source.html','../../'); initRes
 <div class="line"><a id="l00294" name="l00294"></a><span class="lineno">  294</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;test - passed\n&quot;</span>;</div>
 <div class="line"><a id="l00295" name="l00295"></a><span class="lineno">  295</span>}</div>
 </div>
-<div class="line"><a id="l00296" name="l00296"></a><span class="lineno">  296</span> </div>
+<div class="line"><a id="l00296" name="l00296"></a><span class="lineno">  296</span></div>
 <div class="foldopen" id="foldopen00301" data-start="{" data-end="}">
 <div class="line"><a id="l00301" name="l00301"></a><span class="lineno"><a class="line" href="../../d9/d65/lfu__cache_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">  301</a></span><span class="keywordtype">int</span> <a class="code hl_function" href="../../d9/d65/lfu__cache_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main</a>() {</div>
 <div class="line"><a id="l00302" name="l00302"></a><span class="lineno">  302</span>    <a class="code hl_function" href="../../d9/d65/lfu__cache_8cpp.html#aa8dca7b867074164d5f45b0f3851269d">test</a>();  <span class="comment">// run the self test implementation</span></div>
 <div class="line"><a id="l00303" name="l00303"></a><span class="lineno">  303</span>    <span class="keywordflow">return</span> 0;</div>
 <div class="line"><a id="l00304" name="l00304"></a><span class="lineno">  304</span>}</div>
 </div>
-<div class="ttc" id="aavltree_8cpp_html_a74f0cf18a0e5b832d9994e2f2d022287"><div class="ttname"><a href="../../d8/dee/avltree_8cpp.html#a74f0cf18a0e5b832d9994e2f2d022287">node</a></div><div class="ttdeci">struct node { int data; int height; struct node *left; struct node *right;} node</div><div class="ttdoc">for std::queue</div><div class="ttdef"><b>Definition</b> <a href="../../d8/dee/avltree_8cpp_source.html#l00013">avltree.cpp:13</a></div></div>
-<div class="ttc" id="aclassothers_1_1_cache_1_1_d___node_html"><div class="ttname"><a href="../../de/d21/classothers_1_1_cache_1_1_d___node.html">others::Cache::D_Node</a></div><div class="ttdoc">Node for a doubly linked list with data, prev and next pointers.</div><div class="ttdef"><b>Definition</b> <a href="../../dc/daa/lru__cache2_8cpp_source.html#l00042">lru_cache2.cpp:42</a></div></div>
-<div class="ttc" id="aclassothers_1_1_cache_1_1_d___node_html_a0043eb287c54b3b2fb91ce354878a7bd"><div class="ttname"><a href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a0043eb287c54b3b2fb91ce354878a7bd">others::Cache::D_Node::next</a></div><div class="ttdeci">D_Node&lt; T &gt; * next</div><div class="ttdoc">next node in the doubly linked list</div><div class="ttdef"><b>Definition</b> <a href="#l00049">lfu_cache.cpp:49</a></div></div>
-<div class="ttc" id="aclassothers_1_1_cache_1_1_d___node_html_a19e954cbb710ea8318bcb6aaef78e2d5"><div class="ttname"><a href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a19e954cbb710ea8318bcb6aaef78e2d5">others::Cache::D_Node::prev</a></div><div class="ttdeci">D_Node&lt; T &gt; * prev</div><div class="ttdoc">previous node in the doubly linked list</div><div class="ttdef"><b>Definition</b> <a href="#l00048">lfu_cache.cpp:48</a></div></div>
-<div class="ttc" id="aclassothers_1_1_cache_1_1_d___node_html_a8902e7ff872fa3c80fe6ce5f5cf5cc75"><div class="ttname"><a href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a8902e7ff872fa3c80fe6ce5f5cf5cc75">others::Cache::D_Node::data</a></div><div class="ttdeci">T data</div><div class="ttdoc">data of the node</div><div class="ttdef"><b>Definition</b> <a href="#l00047">lfu_cache.cpp:47</a></div></div>
+<div class="ttc" id="aclassothers_1_1_cache_1_1_d___node_html_a0043eb287c54b3b2fb91ce354878a7bd"><div class="ttname"><a href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a0043eb287c54b3b2fb91ce354878a7bd">others::Cache::D_Node&lt; std::pair&lt; K, V &gt; &gt;::next</a></div><div class="ttdeci">D_Node&lt; std::pair&lt; K, V &gt; &gt; * next</div><div class="ttdef"><b>Definition</b> <a href="#l00049">lfu_cache.cpp:49</a></div></div>
+<div class="ttc" id="aclassothers_1_1_cache_1_1_d___node_html_a19e954cbb710ea8318bcb6aaef78e2d5"><div class="ttname"><a href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a19e954cbb710ea8318bcb6aaef78e2d5">others::Cache::D_Node&lt; std::pair&lt; K, V &gt; &gt;::prev</a></div><div class="ttdeci">D_Node&lt; std::pair&lt; K, V &gt; &gt; * prev</div><div class="ttdef"><b>Definition</b> <a href="#l00048">lfu_cache.cpp:48</a></div></div>
+<div class="ttc" id="aclassothers_1_1_cache_1_1_d___node_html_a8902e7ff872fa3c80fe6ce5f5cf5cc75"><div class="ttname"><a href="../../de/d21/classothers_1_1_cache_1_1_d___node.html#a8902e7ff872fa3c80fe6ce5f5cf5cc75">others::Cache::D_Node&lt; std::pair&lt; K, V &gt; &gt;::data</a></div><div class="ttdeci">std::pair&lt; K, V &gt; data</div><div class="ttdef"><b>Definition</b> <a href="#l00047">lfu_cache.cpp:47</a></div></div>
 <div class="ttc" id="aclassothers_1_1_cache_1_1_l_f_u_cache_html"><div class="ttname"><a href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html">others::Cache::LFUCache</a></div><div class="ttdoc">LFUCache.</div><div class="ttdef"><b>Definition</b> <a href="#l00064">lfu_cache.cpp:64</a></div></div>
 <div class="ttc" id="aclassothers_1_1_cache_1_1_l_f_u_cache_html_a16a25c102554c5653721a5112ef676c9"><div class="ttname"><a href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a16a25c102554c5653721a5112ef676c9">others::Cache::LFUCache::increase_frequency</a></div><div class="ttdeci">void increase_frequency(std::pair&lt; CacheNode&lt; K, V &gt; *, int &gt; &amp;p_node)</div><div class="ttdoc">increase the frequency of node and push it in the respective list.</div><div class="ttdef"><b>Definition</b> <a href="#l00109">lfu_cache.cpp:109</a></div></div>
 <div class="ttc" id="aclassothers_1_1_cache_1_1_l_f_u_cache_html_a3acc10e6bb67d9d9c4187f625723e6c5"><div class="ttname"><a href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#a3acc10e6bb67d9d9c4187f625723e6c5">others::Cache::LFUCache::_capacity</a></div><div class="ttdeci">int _capacity</div><div class="ttdoc">maximum capacity of the cache</div><div class="ttdef"><b>Definition</b> <a href="#l00071">lfu_cache.cpp:71</a></div></div>
@@ -377,6 +378,7 @@ $(function(){initNavTree('d9/d65/lfu__cache_8cpp_source.html','../../'); initRes
 <div class="ttc" id="aclassothers_1_1_cache_1_1_l_f_u_cache_html_affd7776c246caa2d0f92fd8616f6e5dc"><div class="ttname"><a href="../../df/d8f/classothers_1_1_cache_1_1_l_f_u_cache.html#affd7776c246caa2d0f92fd8616f6e5dc">others::Cache::LFUCache::LFUCache</a></div><div class="ttdeci">LFUCache(int _capacity)</div><div class="ttdoc">Constructor, Initialize with minFreq and _capacity.</div><div class="ttdef"><b>Definition</b> <a href="#l00078">lfu_cache.cpp:78</a></div></div>
 <div class="ttc" id="alfu__cache_8cpp_html_aa8dca7b867074164d5f45b0f3851269d"><div class="ttname"><a href="../../d9/d65/lfu__cache_8cpp.html#aa8dca7b867074164d5f45b0f3851269d">test</a></div><div class="ttdeci">static void test()</div><div class="ttdoc">self test implementation</div><div class="ttdef"><b>Definition</b> <a href="#l00250">lfu_cache.cpp:250</a></div></div>
 <div class="ttc" id="alfu__cache_8cpp_html_ae66f6b31b5ad750f1fe042a706a4e3d4"><div class="ttname"><a href="../../d9/d65/lfu__cache_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main</a></div><div class="ttdeci">int main()</div><div class="ttdoc">main function</div><div class="ttdef"><b>Definition</b> <a href="#l00301">lfu_cache.cpp:301</a></div></div>
+<div class="ttc" id="anamespaceothers_1_1_cache_html"><div class="ttname"><a href="../../db/dde/namespaceothers_1_1_cache.html">others::Cache</a></div><div class="ttdoc">Cache algorithm.</div><div class="ttdef"><b>Definition</b> <a href="#l00037">lfu_cache.cpp:37</a></div></div>
 <div class="ttc" id="anamespaceothers_html"><div class="ttname"><a href="../../d0/d6f/namespaceothers.html">others</a></div><div class="ttdoc">for vector</div></div>
 <div class="ttc" id="astructnode_html"><div class="ttname"><a href="../../d5/da1/structnode.html">node</a></div><div class="ttdef"><b>Definition</b> <a href="../../d3/d26/binary__search__tree_8cpp_source.html#l00011">binary_search_tree.cpp:11</a></div></div>
 </div><!-- fragment --></div><!-- contents -->
@@ -385,7 +387,7 @@ $(function(){initNavTree('d9/d65/lfu__cache_8cpp_source.html','../../'); initRes
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  <ul>
    <li class="navelem"><a class="el" href="../../dir_9510827d0b234b3cc54b29892f217477.html">others</a></li><li class="navelem"><a class="el" href="../../d9/d65/lfu__cache_8cpp.html">lfu_cache.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> 1.12.0 </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>
  </ul>
 </div>
 </body>
--- a/d9/d66/groupmachinelearning.html
+++ b/d9/d66/groupmachinelearning.html
@@ -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 1.12.0"/>
+<meta name="generator" content="Doxygen 1.13.2"/>
 <meta name="viewport" content="width=device-width, initial-scale=1"/>
 <title>TheAlgorithms/C++: Machine Learning Algorithms</title>
 <link rel="icon" href="../../favicon.svg" type="image/x-icon" />
@@ -60,7 +60,7 @@ window.MathJax = {
 </table>
 </div>
 <!-- end header part -->
-<!-- Generated by Doxygen 1.12.0 -->
+<!-- Generated by Doxygen 1.13.2 -->
 <script type="text/javascript">
 /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
 var searchBox = new SearchBox("searchBox", "../../search/",'.html');
@@ -285,8 +285,8 @@ Variables</h2></td></tr>
 <div class="line"><span class="lineno">  108</span>    <span class="keywordtype">size_t</span> N = X.size();</div>
 <div class="line"><span class="lineno">  109</span> </div>
 <div class="line"><span class="lineno">  110</span>    <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; N; i++) {  <span class="comment">// traverse each x-index</span></div>
-<div class="line"><span class="lineno">  111</span>        <span class="keyword">auto</span> result = std::min_element(std::begin(X[i]), std::end(X[i]));</div>
-<div class="line"><span class="lineno">  112</span>        <span class="keywordtype">double</span> d_min = *result;</div>
+<div class="line"><span class="lineno">  111</span>        <span class="keyword">auto</span> <a class="code hl_function" href="../../de/dc3/fibonacci__sum_8cpp.html#aadb40ac4c74a7efc0680b83eeee138aa">result</a> = std::min_element(std::begin(X[i]), std::end(X[i]));</div>
+<div class="line"><span class="lineno">  112</span>        <span class="keywordtype">double</span> d_min = *<a class="code hl_function" href="../../de/dc3/fibonacci__sum_8cpp.html#aadb40ac4c74a7efc0680b83eeee138aa">result</a>;</div>
 <div class="line"><span class="lineno">  113</span>        std::ptrdiff_t j = std::distance(std::begin(X[i]), result);</div>
 <div class="line"><span class="lineno">  114</span> </div>
 <div class="line"><span class="lineno">  115</span>        <span class="keywordflow">if</span> (d_min &lt; val[0]) {  <span class="comment">// if a lower value is found</span></div>
@@ -297,6 +297,7 @@ Variables</h2></td></tr>
 <div class="line"><span class="lineno">  120</span>        }</div>
 <div class="line"><span class="lineno">  121</span>    }</div>
 <div class="line"><span class="lineno">  122</span>}</div>
+<div class="ttc" id="afibonacci__sum_8cpp_html_aadb40ac4c74a7efc0680b83eeee138aa"><div class="ttname"><a href="../../de/dc3/fibonacci__sum_8cpp.html#aadb40ac4c74a7efc0680b83eeee138aa">math::fibonacci_sum::result</a></div><div class="ttdeci">uint64_t result(uint64_t n)</div><div class="ttdef"><b>Definition</b> <a href="../../de/dc3/fibonacci__sum_8cpp_source.html#l00077">fibonacci_sum.cpp:77</a></div></div>
 </div><!-- fragment -->
 </div>
 </div>
@@ -443,7 +444,7 @@ Variables</h2></td></tr>
      </table>
  </td>
  <td class="mlabels-right">
-<span class="mlabels"><span class="mlabel">constexpr</span></span>  </td>
+<span class="mlabels"><span class="mlabel constexpr">constexpr</span></span>  </td>
  </tr>
 </table>
 </div><div class="memdoc">
@@ -458,7 +459,7 @@ Variables</h2></td></tr>
 <!-- start footer part -->
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  <ul>
-    <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> 1.12.0 </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>
  </ul>
 </div>
 </body>
--- a/d9/d69/median__search_8cpp.html
+++ b/d9/d69/median__search_8cpp.html
@@ -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 1.12.0"/>
+<meta name="generator" content="Doxygen 1.13.2"/>
 <meta name="viewport" content="width=device-width, initial-scale=1"/>
 <title>TheAlgorithms/C++: search/median_search.cpp File Reference</title>
 <link rel="icon" href="../../favicon.svg" type="image/x-icon" />
@@ -60,7 +60,7 @@ window.MathJax = {
 </table>
 </div>
 <!-- end header part -->
-<!-- Generated by Doxygen 1.12.0 -->
+<!-- Generated by Doxygen 1.13.2 -->
 <script type="text/javascript">
 /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
 var searchBox = new SearchBox("searchBox", "../../search/",'.html');
@@ -264,7 +264,7 @@ Functions</h2></td></tr>
 <div class="line"><span class="lineno">   75</span>        pivot = m[(sz- 1) / 2];</div>
 <div class="line"><span class="lineno">   76</span>    }</div>
 <div class="line"><span class="lineno">   77</span>    <span class="keywordflow">else</span>{</div>
-<div class="line"><span class="lineno">   78</span>        pivot = <a class="code hl_function" href="#a868847218f694e78bf433a0ff7648bae">median_of_medians</a>(m, idx);</div>
+<div class="line"><span class="lineno">   78</span>        pivot = median_of_medians(m, idx);</div>
 <div class="line"><span class="lineno">   79</span>    }</div>
 <div class="line"><span class="lineno">   80</span>    std::vector&lt;int&gt; low;</div>
 <div class="line"><span class="lineno">   81</span>    std::vector&lt;int&gt; high;</div>
@@ -311,17 +311,17 @@ Functions</h2></td></tr>
 <div class="fragment"><div class="line"><span class="lineno">  107</span>           {</div>
 <div class="line"><span class="lineno">  108</span>    std::vector&lt;int&gt; A{25,21,98,100,76,22,43,60,89,87};</div>
 <div class="line"><span class="lineno">  109</span>    <span class="keywordtype">int</span> i = 3;</div>
-<div class="line"><span class="lineno">  110</span>    assert(A[6] == search::median_search::median_of_medians(A, i));     <span class="comment">// A[6]  = 43, is the fourth smallest element.</span></div>
+<div class="line"><span class="lineno">  110</span>    assert(A[6] == <a class="code hl_function" href="#a868847218f694e78bf433a0ff7648bae">search::median_search::median_of_medians</a>(A, i));     <span class="comment">// A[6]  = 43, is the fourth smallest element.</span></div>
 <div class="line"><span class="lineno">  111</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;test case:1 passed\n&quot;</span>;</div>
 <div class="line"><span class="lineno">  112</span>    </div>
 <div class="line"><span class="lineno">  113</span>    std::vector&lt;int&gt; B{1,2,3,4,5,6};</div>
 <div class="line"><span class="lineno">  114</span>    <span class="keywordtype">int</span> j = 4;</div>
-<div class="line"><span class="lineno">  115</span>    assert(B[4] == search::median_search::median_of_medians(B, j));     <span class="comment">// B[4] = 5, is the fifth smallest element.</span></div>
+<div class="line"><span class="lineno">  115</span>    assert(B[4] == <a class="code hl_function" href="#a868847218f694e78bf433a0ff7648bae">search::median_search::median_of_medians</a>(B, j));     <span class="comment">// B[4] = 5, is the fifth smallest element.</span></div>
 <div class="line"><span class="lineno">  116</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;test case:2 passed\n&quot;</span>;</div>
 <div class="line"><span class="lineno">  117</span>    </div>
 <div class="line"><span class="lineno">  118</span>    std::vector&lt;int&gt; C{1,2,3,4,5,1000,8,9,99};</div>
 <div class="line"><span class="lineno">  119</span>    <span class="keywordtype">int</span> <a class="code hl_function" href="../../d4/d18/composite__simpson__rule_8cpp.html#a1b74d828b33760094906797042b89442">k</a> = 3;</div>
-<div class="line"><span class="lineno">  120</span>    assert(C[3] == search::median_search::median_of_medians(C, k));     <span class="comment">// C[3] = 4, is the fourth smallest element.</span></div>
+<div class="line"><span class="lineno">  120</span>    assert(C[3] == <a class="code hl_function" href="#a868847218f694e78bf433a0ff7648bae">search::median_search::median_of_medians</a>(C, k));     <span class="comment">// C[3] = 4, is the fourth smallest element.</span></div>
 <div class="line"><span class="lineno">  121</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;test case:3 passed\n&quot;</span>;</div>
 <div class="line"><span class="lineno">  122</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;--All tests passed--\n&quot;</span>;</div>
 <div class="line"><span class="lineno">  123</span>}</div>
@@ -334,7 +334,7 @@ Functions</h2></td></tr>
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  <ul>
    <li class="navelem"><a class="el" href="../../dir_19b2bf9199a15c634a08b1ede1dd896a.html">search</a></li><li class="navelem"><a class="el" href="../../d9/d69/median__search_8cpp.html">median_search.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> 1.12.0 </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>
  </ul>
 </div>
 </body>
--- a/d9/d69/median__search_8cpp.js
+++ b/d9/d69/median__search_8cpp.js
@@ -1,6 +1,6 @@
 var median__search_8cpp =
 [
    [ "main", "d9/d69/median__search_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4", null ],
-    [ "median_of_medians", "d9/d69/median__search_8cpp.html#a868847218f694e78bf433a0ff7648bae", null ],
+    [ "search::median_search::median_of_medians", "d9/d69/median__search_8cpp.html#a868847218f694e78bf433a0ff7648bae", null ],
    [ "test", "d9/d69/median__search_8cpp.html#ae1a3968e7947464bee7714f6d43b7002", null ]
 ];
--- a/d9/d69/median__search_8cpp_source.html
+++ b/d9/d69/median__search_8cpp_source.html
@@ -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 1.12.0"/>
+<meta name="generator" content="Doxygen 1.13.2"/>
 <meta name="viewport" content="width=device-width, initial-scale=1"/>
 <title>TheAlgorithms/C++: search/median_search.cpp Source File</title>
 <link rel="icon" href="../../favicon.svg" type="image/x-icon" />
@@ -60,7 +60,7 @@ window.MathJax = {
 </table>
 </div>
 <!-- end header part -->
-<!-- Generated by Doxygen 1.12.0 -->
+<!-- Generated by Doxygen 1.13.2 -->
 <script type="text/javascript">
 /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
 var searchBox = new SearchBox("searchBox", "../../search/",'.html');
@@ -124,14 +124,15 @@ $(function(){initNavTree('d9/d69/median__search_8cpp_source.html','../../'); ini
  <div class="headertitle"><div class="title">median_search.cpp</div></div>
 </div><!--header-->
 <div class="contents">
-<a href="../../d9/d69/median__search_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span> </div>
+<a href="../../d9/d69/median__search_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span></div>
+<div class="line"><a id="l00040" name="l00040"></a><span class="lineno">   40</span> </div>
 <div class="line"><a id="l00041" name="l00041"></a><span class="lineno">   41</span><span class="preprocessor">#include &lt;iostream&gt;</span></div>
 <div class="line"><a id="l00042" name="l00042"></a><span class="lineno">   42</span><span class="preprocessor">#include &lt;algorithm&gt;</span></div>
 <div class="line"><a id="l00043" name="l00043"></a><span class="lineno">   43</span><span class="preprocessor">#include &lt;vector&gt;</span></div>
 <div class="line"><a id="l00044" name="l00044"></a><span class="lineno">   44</span><span class="preprocessor">#include &lt;cassert&gt;</span></div>
-<div class="line"><a id="l00045" name="l00045"></a><span class="lineno">   45</span> </div>
+<div class="line"><a id="l00045" name="l00045"></a><span class="lineno">   45</span></div>
 <div class="line"><a id="l00050" name="l00050"></a><span class="lineno">   50</span><span class="keyword">namespace </span><a class="code hl_namespace" href="../../d9/dca/namespacesearch.html">search</a> {</div>
-<div class="line"><a id="l00055" name="l00055"></a><span class="lineno">   55</span><span class="keyword">namespace </span><a class="code hl_namespace" href="../../da/dd4/namespacemedian__search.html">median_search</a> {</div>
+<div class="line"><a id="l00055" name="l00055"></a><span class="lineno">   55</span><span class="keyword">namespace </span><a class="code hl_namespace" href="../../da/dd4/namespacemedian__search.html">median_search</a> {  </div>
 <div class="foldopen" id="foldopen00062" data-start="{" data-end="}">
 <div class="line"><a id="l00062" name="l00062"></a><span class="lineno"><a class="line" href="../../d9/d69/median__search_8cpp.html#a868847218f694e78bf433a0ff7648bae">   62</a></span><span class="keywordtype">int</span> <a class="code hl_function" href="../../d9/d69/median__search_8cpp.html#a868847218f694e78bf433a0ff7648bae">median_of_medians</a>(<span class="keyword">const</span> std::vector&lt;int&gt;&amp; A,  <span class="keyword">const</span> <span class="keywordtype">int</span>&amp; idx) {</div>
 <div class="line"><a id="l00063" name="l00063"></a><span class="lineno">   63</span>    <span class="keywordtype">int</span> pivot = 0;                  <span class="comment">// initialized with zero</span></div>
@@ -175,27 +176,27 @@ $(function(){initNavTree('d9/d69/median__search_8cpp_source.html','../../'); ini
 </div>
 <div class="line"><a id="l00101" name="l00101"></a><span class="lineno">  101</span>}  <span class="comment">// namespace median_search</span></div>
 <div class="line"><a id="l00102" name="l00102"></a><span class="lineno">  102</span>}  <span class="comment">// namespace search</span></div>
-<div class="line"><a id="l00103" name="l00103"></a><span class="lineno">  103</span> </div>
+<div class="line"><a id="l00103" name="l00103"></a><span class="lineno">  103</span></div>
 <div class="foldopen" id="foldopen00107" data-start="{" data-end="}">
 <div class="line"><a id="l00107" name="l00107"></a><span class="lineno"><a class="line" href="../../d9/d69/median__search_8cpp.html#ae1a3968e7947464bee7714f6d43b7002">  107</a></span><span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/d69/median__search_8cpp.html#ae1a3968e7947464bee7714f6d43b7002">test</a>(){</div>
 <div class="line"><a id="l00108" name="l00108"></a><span class="lineno">  108</span>    std::vector&lt;int&gt; A{25,21,98,100,76,22,43,60,89,87};</div>
 <div class="line"><a id="l00109" name="l00109"></a><span class="lineno">  109</span>    <span class="keywordtype">int</span> i = 3;</div>
-<div class="line"><a id="l00110" name="l00110"></a><span class="lineno">  110</span>    assert(A[6] == search::median_search::median_of_medians(A, i));     <span class="comment">// A[6]  = 43, is the fourth smallest element.</span></div>
+<div class="line"><a id="l00110" name="l00110"></a><span class="lineno">  110</span>    assert(A[6] == <a class="code hl_function" href="../../d9/d69/median__search_8cpp.html#a868847218f694e78bf433a0ff7648bae">search::median_search::median_of_medians</a>(A, i));     <span class="comment">// A[6]  = 43, is the fourth smallest element.</span></div>
 <div class="line"><a id="l00111" name="l00111"></a><span class="lineno">  111</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;test case:1 passed\n&quot;</span>;</div>
 <div class="line"><a id="l00112" name="l00112"></a><span class="lineno">  112</span>    </div>
 <div class="line"><a id="l00113" name="l00113"></a><span class="lineno">  113</span>    std::vector&lt;int&gt; B{1,2,3,4,5,6};</div>
 <div class="line"><a id="l00114" name="l00114"></a><span class="lineno">  114</span>    <span class="keywordtype">int</span> j = 4;</div>
-<div class="line"><a id="l00115" name="l00115"></a><span class="lineno">  115</span>    assert(B[4] == search::median_search::median_of_medians(B, j));     <span class="comment">// B[4] = 5, is the fifth smallest element.</span></div>
+<div class="line"><a id="l00115" name="l00115"></a><span class="lineno">  115</span>    assert(B[4] == <a class="code hl_function" href="../../d9/d69/median__search_8cpp.html#a868847218f694e78bf433a0ff7648bae">search::median_search::median_of_medians</a>(B, j));     <span class="comment">// B[4] = 5, is the fifth smallest element.</span></div>
 <div class="line"><a id="l00116" name="l00116"></a><span class="lineno">  116</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;test case:2 passed\n&quot;</span>;</div>
 <div class="line"><a id="l00117" name="l00117"></a><span class="lineno">  117</span>    </div>
 <div class="line"><a id="l00118" name="l00118"></a><span class="lineno">  118</span>    std::vector&lt;int&gt; C{1,2,3,4,5,1000,8,9,99};</div>
 <div class="line"><a id="l00119" name="l00119"></a><span class="lineno">  119</span>    <span class="keywordtype">int</span> k = 3;</div>
-<div class="line"><a id="l00120" name="l00120"></a><span class="lineno">  120</span>    assert(C[3] == search::median_search::median_of_medians(C, k));     <span class="comment">// C[3] = 4, is the fourth smallest element.</span></div>
+<div class="line"><a id="l00120" name="l00120"></a><span class="lineno">  120</span>    assert(C[3] == <a class="code hl_function" href="../../d9/d69/median__search_8cpp.html#a868847218f694e78bf433a0ff7648bae">search::median_search::median_of_medians</a>(C, k));     <span class="comment">// C[3] = 4, is the fourth smallest element.</span></div>
 <div class="line"><a id="l00121" name="l00121"></a><span class="lineno">  121</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;test case:3 passed\n&quot;</span>;</div>
 <div class="line"><a id="l00122" name="l00122"></a><span class="lineno">  122</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;--All tests passed--\n&quot;</span>;</div>
 <div class="line"><a id="l00123" name="l00123"></a><span class="lineno">  123</span>}</div>
 </div>
-<div class="line"><a id="l00124" name="l00124"></a><span class="lineno">  124</span> </div>
+<div class="line"><a id="l00124" name="l00124"></a><span class="lineno">  124</span></div>
 <div class="foldopen" id="foldopen00128" data-start="{" data-end="}">
 <div class="line"><a id="l00128" name="l00128"></a><span class="lineno"><a class="line" href="../../d9/d69/median__search_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">  128</a></span><span class="keywordtype">int</span> <a class="code hl_function" href="../../d9/d69/median__search_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main</a>()</div>
 <div class="line"><a id="l00129" name="l00129"></a><span class="lineno">  129</span>{</div>
@@ -209,9 +210,9 @@ $(function(){initNavTree('d9/d69/median__search_8cpp_source.html','../../'); ini
 <div class="line"><a id="l00137" name="l00137"></a><span class="lineno">  137</span>        std::cin &gt;&gt; a[i];</div>
 <div class="line"><a id="l00138" name="l00138"></a><span class="lineno">  138</span>    }</div>
 <div class="line"><a id="l00139" name="l00139"></a><span class="lineno">  139</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Median: &quot;</span>;            <span class="comment">// Median defination: https://en.wikipedia.org/wiki/Median</span></div>
-<div class="line"><a id="l00140" name="l00140"></a><span class="lineno">  140</span>    <span class="keywordtype">int</span> x = search::median_search::median_of_medians(a,  (n - 1) / 2);</div>
+<div class="line"><a id="l00140" name="l00140"></a><span class="lineno">  140</span>    <span class="keywordtype">int</span> x = <a class="code hl_function" href="../../d9/d69/median__search_8cpp.html#a868847218f694e78bf433a0ff7648bae">search::median_search::median_of_medians</a>(a,  (n - 1) / 2);</div>
 <div class="line"><a id="l00141" name="l00141"></a><span class="lineno">  141</span>    <span class="keywordflow">if</span>(n % 2 == 0){</div>
-<div class="line"><a id="l00142" name="l00142"></a><span class="lineno">  142</span>        <span class="keywordtype">int</span> y = search::median_search::median_of_medians(a, n / 2);</div>
+<div class="line"><a id="l00142" name="l00142"></a><span class="lineno">  142</span>        <span class="keywordtype">int</span> y = <a class="code hl_function" href="../../d9/d69/median__search_8cpp.html#a868847218f694e78bf433a0ff7648bae">search::median_search::median_of_medians</a>(a, n / 2);</div>
 <div class="line"><a id="l00143" name="l00143"></a><span class="lineno">  143</span>        std::cout &lt;&lt; (float(x) + float(y))/2.0;</div>
 <div class="line"><a id="l00144" name="l00144"></a><span class="lineno">  144</span>    }</div>
 <div class="line"><a id="l00145" name="l00145"></a><span class="lineno">  145</span>    <span class="keywordflow">else</span>{</div>
@@ -222,7 +223,7 @@ $(function(){initNavTree('d9/d69/median__search_8cpp_source.html','../../'); ini
 <div class="line"><a id="l00150" name="l00150"></a><span class="lineno">  150</span>    <span class="keywordtype">int</span> idx = 0;</div>
 <div class="line"><a id="l00151" name="l00151"></a><span class="lineno">  151</span>    std::cin &gt;&gt; idx;</div>
 <div class="line"><a id="l00152" name="l00152"></a><span class="lineno">  152</span>    idx--;</div>
-<div class="line"><a id="l00153" name="l00153"></a><span class="lineno">  153</span>    std::cout &lt;&lt; idx + 1&lt;&lt; <span class="stringliteral">&quot;-th smallest element: &quot;</span> &lt;&lt; search::median_search::median_of_medians(a, idx) &lt;&lt; <span class="charliteral">&#39;\n&#39;</span>;</div>
+<div class="line"><a id="l00153" name="l00153"></a><span class="lineno">  153</span>    std::cout &lt;&lt; idx + 1&lt;&lt; <span class="stringliteral">&quot;-th smallest element: &quot;</span> &lt;&lt; <a class="code hl_function" href="../../d9/d69/median__search_8cpp.html#a868847218f694e78bf433a0ff7648bae">search::median_search::median_of_medians</a>(a, idx) &lt;&lt; <span class="charliteral">&#39;\n&#39;</span>;</div>
 <div class="line"><a id="l00154" name="l00154"></a><span class="lineno">  154</span>    <span class="keywordflow">return</span> 0;</div>
 <div class="line"><a id="l00155" name="l00155"></a><span class="lineno">  155</span>}</div>
 </div>
@@ -238,7 +239,7 @@ $(function(){initNavTree('d9/d69/median__search_8cpp_source.html','../../'); ini
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  <ul>
    <li class="navelem"><a class="el" href="../../dir_19b2bf9199a15c634a08b1ede1dd896a.html">search</a></li><li class="navelem"><a class="el" href="../../d9/d69/median__search_8cpp.html">median_search.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> 1.12.0 </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>
  </ul>
 </div>
 </body>
--- a/d9/d6b/coin__change_8cpp_source.html
+++ b/d9/d6b/coin__change_8cpp_source.html
@@ -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 1.12.0"/>
+<meta name="generator" content="Doxygen 1.13.2"/>
 <meta name="viewport" content="width=device-width, initial-scale=1"/>
 <title>TheAlgorithms/C++: dynamic_programming/coin_change.cpp Source File</title>
 <link rel="icon" href="../../favicon.svg" type="image/x-icon" />
@@ -60,7 +60,7 @@ window.MathJax = {
 </table>
 </div>
 <!-- end header part -->
-<!-- Generated by Doxygen 1.12.0 -->
+<!-- Generated by Doxygen 1.13.2 -->
 <script type="text/javascript">
 /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
 var searchBox = new SearchBox("searchBox", "../../search/",'.html');
@@ -138,7 +138,7 @@ $(function(){initNavTree('d9/d6b/coin__change_8cpp_source.html','../../'); initR
 <div class="line"><a id="l00012" name="l00012"></a><span class="lineno">   12</span> </div>
 <div class="line"><a id="l00013" name="l00013"></a><span class="lineno">   13</span>    <a class="code hl_namespace" href="../../df/d88/namespacedp.html">dp</a>[0] = 0;</div>
 <div class="line"><a id="l00014" name="l00014"></a><span class="lineno">   14</span> </div>
-<div class="line"><a id="l00015" name="l00015"></a><span class="lineno">   15</span>    <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 1; i &lt;= <a class="code hl_variable" href="../../d8/dab/sparse__table_8cpp.html#a10f3ffb3f6f7e1b83d556b9c8de89a5d">N</a>; i++) {</div>
+<div class="line"><a id="l00015" name="l00015"></a><span class="lineno">   15</span>    <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 1; i &lt;= N; i++) {</div>
 <div class="line"><a id="l00016" name="l00016"></a><span class="lineno">   16</span>        <span class="comment">// initialize minimum number of coins needed to infinity</span></div>
 <div class="line"><a id="l00017" name="l00017"></a><span class="lineno">   17</span>        <a class="code hl_namespace" href="../../df/d88/namespacedp.html">dp</a>[i] = INT_MAX;</div>
 <div class="line"><a id="l00018" name="l00018"></a><span class="lineno">   18</span>        <span class="keywordtype">int</span> res = INT_MAX;</div>
@@ -157,7 +157,7 @@ $(function(){initNavTree('d9/d6b/coin__change_8cpp_source.html','../../'); initR
 <div class="line"><a id="l00031" name="l00031"></a><span class="lineno">   31</span>    }</div>
 <div class="line"><a id="l00032" name="l00032"></a><span class="lineno">   32</span> </div>
 <div class="line"><a id="l00033" name="l00033"></a><span class="lineno">   33</span>    <span class="comment">// The Minimum No of Coins Required for N = dp[N]</span></div>
-<div class="line"><a id="l00034" name="l00034"></a><span class="lineno">   34</span>    <span class="keywordflow">return</span> <a class="code hl_namespace" href="../../df/d88/namespacedp.html">dp</a>[<a class="code hl_variable" href="../../d8/dab/sparse__table_8cpp.html#a10f3ffb3f6f7e1b83d556b9c8de89a5d">N</a>];</div>
+<div class="line"><a id="l00034" name="l00034"></a><span class="lineno">   34</span>    <span class="keywordflow">return</span> <a class="code hl_namespace" href="../../df/d88/namespacedp.html">dp</a>[N];</div>
 <div class="line"><a id="l00035" name="l00035"></a><span class="lineno">   35</span>}</div>
 <div class="line"><a id="l00036" name="l00036"></a><span class="lineno">   36</span> </div>
 <div class="line"><a id="l00037" name="l00037"></a><span class="lineno">   37</span><span class="keywordtype">int</span> <a class="code hl_function" href="../../dd/d1e/generate__parentheses_8cpp.html#gae66f6b31b5ad750f1fe042a706a4e3d4">main</a>() {</div>
@@ -166,7 +166,7 @@ $(function(){initNavTree('d9/d6b/coin__change_8cpp_source.html','../../'); initR
 <div class="line"><a id="l00040" name="l00040"></a><span class="lineno">   40</span>    <span class="keywordtype">int</span> n = <span class="keyword">sizeof</span>(arr) / <span class="keyword">sizeof</span>(arr[0]);</div>
 <div class="line"><a id="l00041" name="l00041"></a><span class="lineno">   41</span> </div>
 <div class="line"><a id="l00042" name="l00042"></a><span class="lineno">   42</span>    <span class="comment">// Total Change Required</span></div>
-<div class="line"><a id="l00043" name="l00043"></a><span class="lineno">   43</span>    <span class="keywordtype">int</span> <a class="code hl_variable" href="../../d8/dab/sparse__table_8cpp.html#a10f3ffb3f6f7e1b83d556b9c8de89a5d">N</a> = 15;</div>
+<div class="line"><a id="l00043" name="l00043"></a><span class="lineno">   43</span>    <span class="keywordtype">int</span> N = 15;</div>
 <div class="line"><a id="l00044" name="l00044"></a><span class="lineno">   44</span> </div>
 <div class="line"><a id="l00045" name="l00045"></a><span class="lineno">   45</span>    cout &lt;&lt; <span class="stringliteral">&quot;Minimum Number of Coins Required &quot;</span> &lt;&lt; findMinCoins(arr, n, N)</div>
 <div class="line"><a id="l00046" name="l00046"></a><span class="lineno">   46</span>         &lt;&lt; <span class="stringliteral">&quot;\n&quot;</span>;</div>
@@ -175,14 +175,13 @@ $(function(){initNavTree('d9/d6b/coin__change_8cpp_source.html','../../'); initR
 <div class="line"><a id="l00049" name="l00049"></a><span class="lineno">   49</span>}</div>
 <div class="ttc" id="agenerate__parentheses_8cpp_html_gae66f6b31b5ad750f1fe042a706a4e3d4"><div class="ttname"><a href="../../dd/d1e/generate__parentheses_8cpp.html#gae66f6b31b5ad750f1fe042a706a4e3d4">main</a></div><div class="ttdeci">int main()</div><div class="ttdoc">Main function.</div><div class="ttdef"><b>Definition</b> <a href="../../dd/d1e/generate__parentheses_8cpp_source.html#l00110">generate_parentheses.cpp:110</a></div></div>
 <div class="ttc" id="anamespacedp_html"><div class="ttname"><a href="../../df/d88/namespacedp.html">dp</a></div><div class="ttdoc">for std::vector</div><div class="ttdef"><b>Definition</b> <a href="../../de/d8c/partition__problem_8cpp_source.html#l00039">partition_problem.cpp:39</a></div></div>
-<div class="ttc" id="asparse__table_8cpp_html_a10f3ffb3f6f7e1b83d556b9c8de89a5d"><div class="ttname"><a href="../../d8/dab/sparse__table_8cpp.html#a10f3ffb3f6f7e1b83d556b9c8de89a5d">data_structures::sparse_table::N</a></div><div class="ttdeci">constexpr uint32_t N</div><div class="ttdoc">A struct to represent sparse table for min() as their invariant function, for the given array A....</div><div class="ttdef"><b>Definition</b> <a href="../../d8/dab/sparse__table_8cpp_source.html#l00048">sparse_table.cpp:48</a></div></div>
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-<div class="line"><span class="lineno">   56</span>    assert(math::fibonacci::fibonacci(20) == 6765);</div>
+<div class="line"><span class="lineno">   50</span>    assert(<a class="code hl_function" href="#aeaaf5439cb29de4630c7dff2fd914b28">math::fibonacci::fibonacci</a>(0) == 0);</div>
+<div class="line"><span class="lineno">   51</span>    assert(<a class="code hl_function" href="#aeaaf5439cb29de4630c7dff2fd914b28">math::fibonacci::fibonacci</a>(1) == 1);</div>
+<div class="line"><span class="lineno">   52</span>    assert(<a class="code hl_function" href="#aeaaf5439cb29de4630c7dff2fd914b28">math::fibonacci::fibonacci</a>(2) == 1);</div>
+<div class="line"><span class="lineno">   53</span>    assert(<a class="code hl_function" href="#aeaaf5439cb29de4630c7dff2fd914b28">math::fibonacci::fibonacci</a>(3) == 2);</div>
+<div class="line"><span class="lineno">   54</span>    assert(<a class="code hl_function" href="#aeaaf5439cb29de4630c7dff2fd914b28">math::fibonacci::fibonacci</a>(4) == 3);</div>
+<div class="line"><span class="lineno">   55</span>    assert(<a class="code hl_function" href="#aeaaf5439cb29de4630c7dff2fd914b28">math::fibonacci::fibonacci</a>(15) == 610);</div>
+<div class="line"><span class="lineno">   56</span>    assert(<a class="code hl_function" href="#aeaaf5439cb29de4630c7dff2fd914b28">math::fibonacci::fibonacci</a>(20) == 6765);</div>
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+<div class="ttc" id="afibonacci_8cpp_html_aeaaf5439cb29de4630c7dff2fd914b28"><div class="ttname"><a href="#aeaaf5439cb29de4630c7dff2fd914b28">math::fibonacci::fibonacci</a></div><div class="ttdeci">uint64_t fibonacci(uint64_t n)</div><div class="ttdoc">Function to compute the n-th Fibonacci number.</div><div class="ttdef"><b>Definition</b> <a href="../../d9/d89/fibonacci_8cpp_source.html#l00032">fibonacci.cpp:32</a></div></div>
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-<a href="../../d9/d89/fibonacci_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span> </div>
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 <div class="ttc" id="afibonacci_8cpp_html_ae66f6b31b5ad750f1fe042a706a4e3d4"><div class="ttname"><a href="../../d9/d89/fibonacci_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main</a></div><div class="ttdeci">int main()</div><div class="ttdoc">Main function.</div><div class="ttdef"><b>Definition</b> <a href="#l00064">fibonacci.cpp:64</a></div></div>
+<div class="ttc" id="afibonacci_8cpp_html_aeaaf5439cb29de4630c7dff2fd914b28"><div class="ttname"><a href="../../d9/d89/fibonacci_8cpp.html#aeaaf5439cb29de4630c7dff2fd914b28">math::fibonacci::fibonacci</a></div><div class="ttdeci">uint64_t fibonacci(uint64_t n)</div><div class="ttdoc">Function to compute the n-th Fibonacci number.</div><div class="ttdef"><b>Definition</b> <a href="#l00032">fibonacci.cpp:32</a></div></div>
 <div class="ttc" id="anamespacefibonacci_html"><div class="ttname"><a href="../../df/d76/namespacefibonacci.html">fibonacci</a></div><div class="ttdoc">Functions for Fibonacci sequence.</div></div>
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+    <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>
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@@ -60,7 +60,7 @@ window.MathJax = {
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@@ -243,7 +243,7 @@ Functions</h2></td></tr>
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@@ -60,7 +60,7 @@ window.MathJax = {
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@@ -124,17 +124,17 @@ $(function(){initNavTree('d9/d92/chaining_8cpp_source.html','../../'); initResiz
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-<a href="../../d9/d92/chaining_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span> </div>
+<a href="../../d9/d92/chaining_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span></div>
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-<div class="line"><a id="l00012" name="l00012"></a><span class="lineno">   12</span> </div>
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-<div class="line"><a id="l00016" name="l00016"></a><span class="lineno"><a class="line" href="../../dd/d1c/classhash__chain.html">   16</a></span><span class="keyword">class </span><a class="code hl_class" href="../../dd/d1c/classhash__chain.html">hash_chain</a> {</div>
+<div class="line"><a id="l00016" name="l00016"></a><span class="lineno"><a class="line" href="../../dd/d1c/classhash__chain.html">   16</a></span><span class="keyword">class </span><a class="code hl_function" href="../../dd/d1c/classhash__chain.html#a80c8b902a15b4fd062ed727ecf8f3595">hash_chain</a> {</div>
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-<div class="line"><a id="l00021" name="l00021"></a><span class="lineno"><a class="line" href="../../dd/d1c/classhash__chain.html#a8b204861e9470377c956d3b5cd313036">   21</a></span>    <span class="keyword">using </span><a class="code hl_class" href="../../db/d8b/struct_node.html">Node</a> = <span class="keyword">struct </span><a class="code hl_class" href="../../db/d8b/struct_node.html">Node</a> {</div>
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+<div class="ttc" id="aclasshash__chain_html_a8b204861e9470377c956d3b5cd313036"><div class="ttname"><a href="../../dd/d1c/classhash__chain.html#a8b204861e9470377c956d3b5cd313036">hash_chain::Node</a></div><div class="ttdeci">struct Node { int data{}; std::shared_ptr&lt; struct Node &gt; next; } Node</div><div class="ttdoc">Define a linked node.</div><div class="ttdef"><b>Definition</b> <a href="#l00021">chaining.cpp:21</a></div></div>
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@@ -318,7 +318,7 @@ Functions</h2></td></tr>
      </table>
  </td>
  <td class="mlabels-right">
-<span class="mlabels"><span class="mlabel">static</span></span>  </td>
+<span class="mlabels"><span class="mlabel static">static</span></span>  </td>
  </tr>
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@@ -350,31 +350,31 @@ Functions</h2></td></tr>
 <div class="line"><span class="lineno">   92</span> </div>
 <div class="line"><span class="lineno">   93</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Test for lambda = 1 \n&quot;</span>;</div>
 <div class="line"><span class="lineno">   94</span>    assert(</div>
-<div class="line"><span class="lineno">   95</span>        std::abs(expected_1 - probability::geometric_dist::exponential_expected(</div>
+<div class="line"><span class="lineno">   95</span>        std::abs(expected_1 - <a class="code hl_function" href="#a1c8b6e787f72a209ef96c096eedf7afc">probability::geometric_dist::exponential_expected</a>(</div>
 <div class="line"><span class="lineno">   96</span>                                  lambda_1)) &lt; threshold);</div>
-<div class="line"><span class="lineno">   97</span>    assert(std::abs(var_1 - probability::geometric_dist::exponential_var(</div>
+<div class="line"><span class="lineno">   97</span>    assert(std::abs(var_1 - <a class="code hl_function" href="#af435dbeb43a05c8c7785f53bf4ce1df1">probability::geometric_dist::exponential_var</a>(</div>
 <div class="line"><span class="lineno">   98</span>                                lambda_1)) &lt; threshold);</div>
-<div class="line"><span class="lineno">   99</span>    assert(std::abs(std_1 - probability::geometric_dist::exponential_std(</div>
+<div class="line"><span class="lineno">   99</span>    assert(std::abs(std_1 - <a class="code hl_function" href="#ac7b0091e17479d47438a281fefc2549a">probability::geometric_dist::exponential_std</a>(</div>
 <div class="line"><span class="lineno">  100</span>                                lambda_1)) &lt; threshold);</div>
 <div class="line"><span class="lineno">  101</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;ALL TEST PASSED\n\n&quot;</span>;</div>
 <div class="line"><span class="lineno">  102</span> </div>
 <div class="line"><span class="lineno">  103</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Test for lambda = 2 \n&quot;</span>;</div>
 <div class="line"><span class="lineno">  104</span>    assert(</div>
-<div class="line"><span class="lineno">  105</span>        std::abs(expected_2 - probability::geometric_dist::exponential_expected(</div>
+<div class="line"><span class="lineno">  105</span>        std::abs(expected_2 - <a class="code hl_function" href="#a1c8b6e787f72a209ef96c096eedf7afc">probability::geometric_dist::exponential_expected</a>(</div>
 <div class="line"><span class="lineno">  106</span>                                  lambda_2)) &lt; threshold);</div>
-<div class="line"><span class="lineno">  107</span>    assert(std::abs(var_2 - probability::geometric_dist::exponential_var(</div>
+<div class="line"><span class="lineno">  107</span>    assert(std::abs(var_2 - <a class="code hl_function" href="#af435dbeb43a05c8c7785f53bf4ce1df1">probability::geometric_dist::exponential_var</a>(</div>
 <div class="line"><span class="lineno">  108</span>                                lambda_2)) &lt; threshold);</div>
-<div class="line"><span class="lineno">  109</span>    assert(std::abs(std_2 - probability::geometric_dist::exponential_std(</div>
+<div class="line"><span class="lineno">  109</span>    assert(std::abs(std_2 - <a class="code hl_function" href="#ac7b0091e17479d47438a281fefc2549a">probability::geometric_dist::exponential_std</a>(</div>
 <div class="line"><span class="lineno">  110</span>                                lambda_2)) &lt; threshold);</div>
 <div class="line"><span class="lineno">  111</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;ALL TEST PASSED\n\n&quot;</span>;</div>
 <div class="line"><span class="lineno">  112</span> </div>
 <div class="line"><span class="lineno">  113</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Test for lambda = 3 \n&quot;</span>;</div>
 <div class="line"><span class="lineno">  114</span>    assert(</div>
-<div class="line"><span class="lineno">  115</span>        std::abs(expected_3 - probability::geometric_dist::exponential_expected(</div>
+<div class="line"><span class="lineno">  115</span>        std::abs(expected_3 - <a class="code hl_function" href="#a1c8b6e787f72a209ef96c096eedf7afc">probability::geometric_dist::exponential_expected</a>(</div>
 <div class="line"><span class="lineno">  116</span>                                  lambda_3)) &lt; threshold);</div>
-<div class="line"><span class="lineno">  117</span>    assert(std::abs(var_3 - probability::geometric_dist::exponential_var(</div>
+<div class="line"><span class="lineno">  117</span>    assert(std::abs(var_3 - <a class="code hl_function" href="#af435dbeb43a05c8c7785f53bf4ce1df1">probability::geometric_dist::exponential_var</a>(</div>
 <div class="line"><span class="lineno">  118</span>                                lambda_3)) &lt; threshold);</div>
-<div class="line"><span class="lineno">  119</span>    assert(std::abs(std_3 - probability::geometric_dist::exponential_std(</div>
+<div class="line"><span class="lineno">  119</span>    assert(std::abs(std_3 - <a class="code hl_function" href="#ac7b0091e17479d47438a281fefc2549a">probability::geometric_dist::exponential_std</a>(</div>
 <div class="line"><span class="lineno">  120</span>                                lambda_3)) &lt; threshold);</div>
 <div class="line"><span class="lineno">  121</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;ALL TEST PASSED\n\n&quot;</span>;</div>
 <div class="line"><span class="lineno">  122</span> </div>
@@ -410,7 +410,7 @@ Functions</h2></td></tr>
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  <ul>
    <li class="navelem"><a class="el" href="../../dir_82e494173a87936756866de2fa774307.html">probability</a></li><li class="navelem"><a class="el" href="../../d9/da2/exponential__dist_8cpp.html">exponential_dist.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> 1.12.0 </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>
  </ul>
 </div>
 </body>
--- a/d9/da2/exponential__dist_8cpp.js
+++ b/d9/da2/exponential__dist_8cpp.js
@@ -1,8 +1,8 @@
 var exponential__dist_8cpp =
 [
-    [ "exponential_expected", "d9/da2/exponential__dist_8cpp.html#a1c8b6e787f72a209ef96c096eedf7afc", null ],
-    [ "exponential_std", "d9/da2/exponential__dist_8cpp.html#ac7b0091e17479d47438a281fefc2549a", null ],
-    [ "exponential_var", "d9/da2/exponential__dist_8cpp.html#af435dbeb43a05c8c7785f53bf4ce1df1", null ],
+    [ "probability::geometric_dist::exponential_expected", "d9/da2/exponential__dist_8cpp.html#a1c8b6e787f72a209ef96c096eedf7afc", null ],
+    [ "probability::geometric_dist::exponential_std", "d9/da2/exponential__dist_8cpp.html#ac7b0091e17479d47438a281fefc2549a", null ],
+    [ "probability::geometric_dist::exponential_var", "d9/da2/exponential__dist_8cpp.html#af435dbeb43a05c8c7785f53bf4ce1df1", null ],
    [ "main", "d9/da2/exponential__dist_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4", null ],
    [ "test", "d9/da2/exponential__dist_8cpp.html#aa8dca7b867074164d5f45b0f3851269d", null ]
 ];
--- a/d9/da2/exponential__dist_8cpp_source.html
+++ b/d9/da2/exponential__dist_8cpp_source.html
@@ -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 1.12.0"/>
+<meta name="generator" content="Doxygen 1.13.2"/>
 <meta name="viewport" content="width=device-width, initial-scale=1"/>
 <title>TheAlgorithms/C++: probability/exponential_dist.cpp Source File</title>
 <link rel="icon" href="../../favicon.svg" type="image/x-icon" />
@@ -60,7 +60,7 @@ window.MathJax = {
 </table>
 </div>
 <!-- end header part -->
-<!-- Generated by Doxygen 1.12.0 -->
+<!-- Generated by Doxygen 1.13.2 -->
 <script type="text/javascript">
 /* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
 var searchBox = new SearchBox("searchBox", "../../search/",'.html');
@@ -124,13 +124,14 @@ $(function(){initNavTree('d9/da2/exponential__dist_8cpp_source.html','../../');
  <div class="headertitle"><div class="title">exponential_dist.cpp</div></div>
 </div><!--header-->
 <div class="contents">
-<a href="../../d9/da2/exponential__dist_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span> </div>
+<a href="../../d9/da2/exponential__dist_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span></div>
+<div class="line"><a id="l00014" name="l00014"></a><span class="lineno">   14</span> </div>
 <div class="line"><a id="l00015" name="l00015"></a><span class="lineno">   15</span><span class="preprocessor">#include &lt;cassert&gt;</span>    <span class="comment">// For assert</span></div>
 <div class="line"><a id="l00016" name="l00016"></a><span class="lineno">   16</span><span class="preprocessor">#include &lt;cmath&gt;</span>      <span class="comment">// For std::pow</span></div>
 <div class="line"><a id="l00017" name="l00017"></a><span class="lineno">   17</span><span class="preprocessor">#include &lt;iostream&gt;</span>   <span class="comment">// For I/O operation</span></div>
 <div class="line"><a id="l00018" name="l00018"></a><span class="lineno">   18</span><span class="preprocessor">#include &lt;stdexcept&gt;</span>  <span class="comment">// For std::invalid_argument</span></div>
 <div class="line"><a id="l00019" name="l00019"></a><span class="lineno">   19</span><span class="preprocessor">#include &lt;string&gt;</span>     <span class="comment">// For std::string</span></div>
-<div class="line"><a id="l00020" name="l00020"></a><span class="lineno">   20</span> </div>
+<div class="line"><a id="l00020" name="l00020"></a><span class="lineno">   20</span></div>
 <div class="line"><a id="l00025" name="l00025"></a><span class="lineno">   25</span><span class="keyword">namespace </span><a class="code hl_namespace" href="../../d4/ded/namespaceprobability.html">probability</a> {</div>
 <div class="line"><a id="l00032" name="l00032"></a><span class="lineno">   32</span><span class="keyword">namespace </span><a class="code hl_namespace" href="../../dd/d8a/namespacegeometric__dist.html">geometric_dist</a> {</div>
 <div class="foldopen" id="foldopen00037" data-start="{" data-end="}">
@@ -141,7 +142,7 @@ $(function(){initNavTree('d9/da2/exponential__dist_8cpp_source.html','../../');
 <div class="line"><a id="l00041" name="l00041"></a><span class="lineno">   41</span>    <span class="keywordflow">return</span> 1 / lambda;</div>
 <div class="line"><a id="l00042" name="l00042"></a><span class="lineno">   42</span>}</div>
 </div>
-<div class="line"><a id="l00043" name="l00043"></a><span class="lineno">   43</span> </div>
+<div class="line"><a id="l00043" name="l00043"></a><span class="lineno">   43</span></div>
 <div class="foldopen" id="foldopen00048" data-start="{" data-end="}">
 <div class="line"><a id="l00048" name="l00048"></a><span class="lineno"><a class="line" href="../../d9/da2/exponential__dist_8cpp.html#af435dbeb43a05c8c7785f53bf4ce1df1">   48</a></span><span class="keywordtype">double</span> <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#af435dbeb43a05c8c7785f53bf4ce1df1">exponential_var</a>(<span class="keywordtype">double</span> lambda) {</div>
 <div class="line"><a id="l00049" name="l00049"></a><span class="lineno">   49</span>    <span class="keywordflow">if</span> (lambda &lt;= 0) {</div>
@@ -150,7 +151,7 @@ $(function(){initNavTree('d9/da2/exponential__dist_8cpp_source.html','../../');
 <div class="line"><a id="l00052" name="l00052"></a><span class="lineno">   52</span>    <span class="keywordflow">return</span> 1 / pow(lambda, 2);</div>
 <div class="line"><a id="l00053" name="l00053"></a><span class="lineno">   53</span>}</div>
 </div>
-<div class="line"><a id="l00054" name="l00054"></a><span class="lineno">   54</span> </div>
+<div class="line"><a id="l00054" name="l00054"></a><span class="lineno">   54</span></div>
 <div class="foldopen" id="foldopen00059" data-start="{" data-end="}">
 <div class="line"><a id="l00059" name="l00059"></a><span class="lineno"><a class="line" href="../../d9/da2/exponential__dist_8cpp.html#ac7b0091e17479d47438a281fefc2549a">   59</a></span><span class="keywordtype">double</span> <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#ac7b0091e17479d47438a281fefc2549a">exponential_std</a>(<span class="keywordtype">double</span> lambda) {</div>
 <div class="line"><a id="l00060" name="l00060"></a><span class="lineno">   60</span>    <span class="keywordflow">if</span> (lambda &lt;= 0) {</div>
@@ -161,7 +162,7 @@ $(function(){initNavTree('d9/da2/exponential__dist_8cpp_source.html','../../');
 </div>
 <div class="line"><a id="l00065" name="l00065"></a><span class="lineno">   65</span>}  <span class="comment">// namespace geometric_dist</span></div>
 <div class="line"><a id="l00066" name="l00066"></a><span class="lineno">   66</span>}  <span class="comment">// namespace probability</span></div>
-<div class="line"><a id="l00067" name="l00067"></a><span class="lineno">   67</span> </div>
+<div class="line"><a id="l00067" name="l00067"></a><span class="lineno">   67</span></div>
 <div class="foldopen" id="foldopen00072" data-start="{" data-end="}">
 <div class="line"><a id="l00072" name="l00072"></a><span class="lineno"><a class="line" href="../../d9/da2/exponential__dist_8cpp.html#aa8dca7b867074164d5f45b0f3851269d">   72</a></span><span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#aa8dca7b867074164d5f45b0f3851269d">test</a>() {</div>
 <div class="line"><a id="l00073" name="l00073"></a><span class="lineno">   73</span>    <span class="keywordtype">double</span> lambda_1 = 1;</div>
@@ -186,39 +187,39 @@ $(function(){initNavTree('d9/da2/exponential__dist_8cpp_source.html','../../');
 <div class="line"><a id="l00092" name="l00092"></a><span class="lineno">   92</span> </div>
 <div class="line"><a id="l00093" name="l00093"></a><span class="lineno">   93</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Test for lambda = 1 \n&quot;</span>;</div>
 <div class="line"><a id="l00094" name="l00094"></a><span class="lineno">   94</span>    assert(</div>
-<div class="line"><a id="l00095" name="l00095"></a><span class="lineno">   95</span>        std::abs(expected_1 - probability::geometric_dist::exponential_expected(</div>
+<div class="line"><a id="l00095" name="l00095"></a><span class="lineno">   95</span>        std::abs(expected_1 - <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#a1c8b6e787f72a209ef96c096eedf7afc">probability::geometric_dist::exponential_expected</a>(</div>
 <div class="line"><a id="l00096" name="l00096"></a><span class="lineno">   96</span>                                  lambda_1)) &lt; threshold);</div>
-<div class="line"><a id="l00097" name="l00097"></a><span class="lineno">   97</span>    assert(std::abs(var_1 - probability::geometric_dist::exponential_var(</div>
+<div class="line"><a id="l00097" name="l00097"></a><span class="lineno">   97</span>    assert(std::abs(var_1 - <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#af435dbeb43a05c8c7785f53bf4ce1df1">probability::geometric_dist::exponential_var</a>(</div>
 <div class="line"><a id="l00098" name="l00098"></a><span class="lineno">   98</span>                                lambda_1)) &lt; threshold);</div>
-<div class="line"><a id="l00099" name="l00099"></a><span class="lineno">   99</span>    assert(std::abs(std_1 - probability::geometric_dist::exponential_std(</div>
+<div class="line"><a id="l00099" name="l00099"></a><span class="lineno">   99</span>    assert(std::abs(std_1 - <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#ac7b0091e17479d47438a281fefc2549a">probability::geometric_dist::exponential_std</a>(</div>
 <div class="line"><a id="l00100" name="l00100"></a><span class="lineno">  100</span>                                lambda_1)) &lt; threshold);</div>
 <div class="line"><a id="l00101" name="l00101"></a><span class="lineno">  101</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;ALL TEST PASSED\n\n&quot;</span>;</div>
 <div class="line"><a id="l00102" name="l00102"></a><span class="lineno">  102</span> </div>
 <div class="line"><a id="l00103" name="l00103"></a><span class="lineno">  103</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Test for lambda = 2 \n&quot;</span>;</div>
 <div class="line"><a id="l00104" name="l00104"></a><span class="lineno">  104</span>    assert(</div>
-<div class="line"><a id="l00105" name="l00105"></a><span class="lineno">  105</span>        std::abs(expected_2 - probability::geometric_dist::exponential_expected(</div>
+<div class="line"><a id="l00105" name="l00105"></a><span class="lineno">  105</span>        std::abs(expected_2 - <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#a1c8b6e787f72a209ef96c096eedf7afc">probability::geometric_dist::exponential_expected</a>(</div>
 <div class="line"><a id="l00106" name="l00106"></a><span class="lineno">  106</span>                                  lambda_2)) &lt; threshold);</div>
-<div class="line"><a id="l00107" name="l00107"></a><span class="lineno">  107</span>    assert(std::abs(var_2 - probability::geometric_dist::exponential_var(</div>
+<div class="line"><a id="l00107" name="l00107"></a><span class="lineno">  107</span>    assert(std::abs(var_2 - <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#af435dbeb43a05c8c7785f53bf4ce1df1">probability::geometric_dist::exponential_var</a>(</div>
 <div class="line"><a id="l00108" name="l00108"></a><span class="lineno">  108</span>                                lambda_2)) &lt; threshold);</div>
-<div class="line"><a id="l00109" name="l00109"></a><span class="lineno">  109</span>    assert(std::abs(std_2 - probability::geometric_dist::exponential_std(</div>
+<div class="line"><a id="l00109" name="l00109"></a><span class="lineno">  109</span>    assert(std::abs(std_2 - <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#ac7b0091e17479d47438a281fefc2549a">probability::geometric_dist::exponential_std</a>(</div>
 <div class="line"><a id="l00110" name="l00110"></a><span class="lineno">  110</span>                                lambda_2)) &lt; threshold);</div>
 <div class="line"><a id="l00111" name="l00111"></a><span class="lineno">  111</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;ALL TEST PASSED\n\n&quot;</span>;</div>
 <div class="line"><a id="l00112" name="l00112"></a><span class="lineno">  112</span> </div>
 <div class="line"><a id="l00113" name="l00113"></a><span class="lineno">  113</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Test for lambda = 3 \n&quot;</span>;</div>
 <div class="line"><a id="l00114" name="l00114"></a><span class="lineno">  114</span>    assert(</div>
-<div class="line"><a id="l00115" name="l00115"></a><span class="lineno">  115</span>        std::abs(expected_3 - probability::geometric_dist::exponential_expected(</div>
+<div class="line"><a id="l00115" name="l00115"></a><span class="lineno">  115</span>        std::abs(expected_3 - <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#a1c8b6e787f72a209ef96c096eedf7afc">probability::geometric_dist::exponential_expected</a>(</div>
 <div class="line"><a id="l00116" name="l00116"></a><span class="lineno">  116</span>                                  lambda_3)) &lt; threshold);</div>
-<div class="line"><a id="l00117" name="l00117"></a><span class="lineno">  117</span>    assert(std::abs(var_3 - probability::geometric_dist::exponential_var(</div>
+<div class="line"><a id="l00117" name="l00117"></a><span class="lineno">  117</span>    assert(std::abs(var_3 - <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#af435dbeb43a05c8c7785f53bf4ce1df1">probability::geometric_dist::exponential_var</a>(</div>
 <div class="line"><a id="l00118" name="l00118"></a><span class="lineno">  118</span>                                lambda_3)) &lt; threshold);</div>
-<div class="line"><a id="l00119" name="l00119"></a><span class="lineno">  119</span>    assert(std::abs(std_3 - probability::geometric_dist::exponential_std(</div>
+<div class="line"><a id="l00119" name="l00119"></a><span class="lineno">  119</span>    assert(std::abs(std_3 - <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#ac7b0091e17479d47438a281fefc2549a">probability::geometric_dist::exponential_std</a>(</div>
 <div class="line"><a id="l00120" name="l00120"></a><span class="lineno">  120</span>                                lambda_3)) &lt; threshold);</div>
 <div class="line"><a id="l00121" name="l00121"></a><span class="lineno">  121</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;ALL TEST PASSED\n\n&quot;</span>;</div>
 <div class="line"><a id="l00122" name="l00122"></a><span class="lineno">  122</span> </div>
 <div class="line"><a id="l00123" name="l00123"></a><span class="lineno">  123</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Test for lambda = 0 \n&quot;</span>;</div>
 <div class="line"><a id="l00124" name="l00124"></a><span class="lineno">  124</span>    <span class="keywordflow">try</span> {</div>
-<div class="line"><a id="l00125" name="l00125"></a><span class="lineno">  125</span>        probability::geometric_dist::exponential_expected(lambda_4);</div>
-<div class="line"><a id="l00126" name="l00126"></a><span class="lineno">  126</span>        probability::geometric_dist::exponential_var(lambda_4);</div>
-<div class="line"><a id="l00127" name="l00127"></a><span class="lineno">  127</span>        probability::geometric_dist::exponential_std(lambda_4);</div>
+<div class="line"><a id="l00125" name="l00125"></a><span class="lineno">  125</span>        <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#a1c8b6e787f72a209ef96c096eedf7afc">probability::geometric_dist::exponential_expected</a>(lambda_4);</div>
+<div class="line"><a id="l00126" name="l00126"></a><span class="lineno">  126</span>        <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#af435dbeb43a05c8c7785f53bf4ce1df1">probability::geometric_dist::exponential_var</a>(lambda_4);</div>
+<div class="line"><a id="l00127" name="l00127"></a><span class="lineno">  127</span>        <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#ac7b0091e17479d47438a281fefc2549a">probability::geometric_dist::exponential_std</a>(lambda_4);</div>
 <div class="line"><a id="l00128" name="l00128"></a><span class="lineno">  128</span>    } <span class="keywordflow">catch</span> (std::invalid_argument&amp; err) {</div>
 <div class="line"><a id="l00129" name="l00129"></a><span class="lineno">  129</span>        assert(std::string(err.what()) == <span class="stringliteral">&quot;lambda must be greater than 0&quot;</span>);</div>
 <div class="line"><a id="l00130" name="l00130"></a><span class="lineno">  130</span>    }</div>
@@ -226,16 +227,16 @@ $(function(){initNavTree('d9/da2/exponential__dist_8cpp_source.html','../../');
 <div class="line"><a id="l00132" name="l00132"></a><span class="lineno">  132</span> </div>
 <div class="line"><a id="l00133" name="l00133"></a><span class="lineno">  133</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;Test for lambda = -2.3 \n&quot;</span>;</div>
 <div class="line"><a id="l00134" name="l00134"></a><span class="lineno">  134</span>    <span class="keywordflow">try</span> {</div>
-<div class="line"><a id="l00135" name="l00135"></a><span class="lineno">  135</span>        probability::geometric_dist::exponential_expected(lambda_5);</div>
-<div class="line"><a id="l00136" name="l00136"></a><span class="lineno">  136</span>        probability::geometric_dist::exponential_var(lambda_5);</div>
-<div class="line"><a id="l00137" name="l00137"></a><span class="lineno">  137</span>        probability::geometric_dist::exponential_std(lambda_5);</div>
+<div class="line"><a id="l00135" name="l00135"></a><span class="lineno">  135</span>        <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#a1c8b6e787f72a209ef96c096eedf7afc">probability::geometric_dist::exponential_expected</a>(lambda_5);</div>
+<div class="line"><a id="l00136" name="l00136"></a><span class="lineno">  136</span>        <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#af435dbeb43a05c8c7785f53bf4ce1df1">probability::geometric_dist::exponential_var</a>(lambda_5);</div>
+<div class="line"><a id="l00137" name="l00137"></a><span class="lineno">  137</span>        <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#ac7b0091e17479d47438a281fefc2549a">probability::geometric_dist::exponential_std</a>(lambda_5);</div>
 <div class="line"><a id="l00138" name="l00138"></a><span class="lineno">  138</span>    } <span class="keywordflow">catch</span> (std::invalid_argument&amp; err) {</div>
 <div class="line"><a id="l00139" name="l00139"></a><span class="lineno">  139</span>        assert(std::string(err.what()) == <span class="stringliteral">&quot;lambda must be greater than 0&quot;</span>);</div>
 <div class="line"><a id="l00140" name="l00140"></a><span class="lineno">  140</span>    }</div>
 <div class="line"><a id="l00141" name="l00141"></a><span class="lineno">  141</span>    std::cout &lt;&lt; <span class="stringliteral">&quot;ALL TEST PASSED\n\n&quot;</span>;</div>
 <div class="line"><a id="l00142" name="l00142"></a><span class="lineno">  142</span>}</div>
 </div>
-<div class="line"><a id="l00143" name="l00143"></a><span class="lineno">  143</span> </div>
+<div class="line"><a id="l00143" name="l00143"></a><span class="lineno">  143</span></div>
 <div class="foldopen" id="foldopen00148" data-start="{" data-end="}">
 <div class="line"><a id="l00148" name="l00148"></a><span class="lineno"><a class="line" href="../../d9/da2/exponential__dist_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">  148</a></span><span class="keywordtype">int</span> <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main</a>() {</div>
 <div class="line"><a id="l00149" name="l00149"></a><span class="lineno">  149</span>    <a class="code hl_function" href="../../d9/da2/exponential__dist_8cpp.html#aa8dca7b867074164d5f45b0f3851269d">test</a>();  <span class="comment">// Self test implementation</span></div>
@@ -255,7 +256,7 @@ $(function(){initNavTree('d9/da2/exponential__dist_8cpp_source.html','../../');
 <div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  <ul>
    <li class="navelem"><a class="el" href="../../dir_82e494173a87936756866de2fa774307.html">probability</a></li><li class="navelem"><a class="el" href="../../d9/da2/exponential__dist_8cpp.html">exponential_dist.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> 1.12.0 </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>
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