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12
annotated.html
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@ -124,7 +124,7 @@ int&#160;</td><td class="memItemRight" valign="bottom"><b>length</b></td></tr>
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@ -140,7 +140,7 @@ float&#160;</td><td class="memItemRight" valign="bottom"><b>integral</b></td></t
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@ -240,7 +240,7 @@ int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../..
<div class="line">plot &quot;test1.csv&quot; title &quot;original&quot;, \</div>
<div class="line"> &quot;w11.csv&quot; title &quot;w1&quot;, \</div>
<div class="line"> &quot;w12.csv&quot; title &quot;w2&quot;</div>
</div><!-- fragment --><p><img src="https://raw.githubusercontent.com/TheAlgorithms/C/docs/images/machine_learning/kohonen/test1.svg" alt="Sample execution
</div><!-- fragment --><p> <img src="https://raw.githubusercontent.com/TheAlgorithms/C/docs/images/machine_learning/kohonen/test1.svg" alt="Sample execution
output" style="pointer-events: none;" class="inline"/> </p>
<div class="fragment"><div class="line"><a name="l00262"></a><span class="lineno"> 262</span>&#160;{</div>
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@ -284,6 +284,11 @@ output" style="pointer-events: none;" class="inline"/> </p>
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<div class="line"><a name="l00303"></a><span class="lineno"> 303</span>&#160;}</div>
<div class="ttc" id="agroup__kohonen__1d_html_ga7b84b14e60f47812b581d1f93057c85a"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#ga7b84b14e60f47812b581d1f93057c85a">save_nd_data</a></div><div class="ttdeci">int save_nd_data(const char *fname, double **X, int num_points, int num_features)</div><div class="ttdoc">Save a given n-dimensional data martix to file.</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:70</div></div>
<div class="ttc" id="agroup__kohonen__1d_html_gaeaeffbff2be4d5d15b0d4f10f846abde"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#gaeaeffbff2be4d5d15b0d4f10f846abde">kohonen_som_tracer</a></div><div class="ttdeci">void kohonen_som_tracer(double **X, double *const *W, int num_samples, int num_features, int num_out, double alpha_min)</div><div class="ttdoc">Apply incremental algorithm with updating neighborhood and learning rates on all samples in the given...</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:179</div></div>
<div class="ttc" id="agroup__kohonen__1d_html_gaf5ce14f026d6d231bef29161bac2b485"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#gaf5ce14f026d6d231bef29161bac2b485">_random</a></div><div class="ttdeci">double _random(double a, double b)</div><div class="ttdoc">Helper function to generate a random number in a given interval.</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:54</div></div>
<div class="ttc" id="agroup__kohonen__1d_html_gaffe776513b24d84b39af8ab0930fef7f"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#gaffe776513b24d84b39af8ab0930fef7f">max</a></div><div class="ttdeci">#define max(a, b)</div><div class="ttdoc">shorthand for maximum value</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:32</div></div>
<div class="ttc" id="akohonen__som__trace_8c_html_a107f00650b8041f77767927073ddddb8"><div class="ttname"><a href="../../d0/d46/kohonen__som__trace_8c.html#a107f00650b8041f77767927073ddddb8">test_circle</a></div><div class="ttdeci">void test_circle(double *const *data, int N)</div><div class="ttdoc">Creates a random set of points distributed near the circumference of a circle and trains an SOM that ...</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:223</div></div>
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Here is the call graph for this function:</div>
<div class="dyncontent">
@ -318,7 +323,7 @@ Here is the call graph for this function:</div>
<div class="line">plot &quot;test2.csv&quot; title &quot;original&quot;, \</div>
<div class="line"> &quot;w21.csv&quot; title &quot;w1&quot;, \</div>
<div class="line"> &quot;w22.csv&quot; title &quot;w2&quot;</div>
</div><!-- fragment --><p><img src="https://raw.githubusercontent.com/TheAlgorithms/C/docs/images/machine_learning/kohonen/test2.svg" alt="Sample execution
</div><!-- fragment --><p> <img src="https://raw.githubusercontent.com/TheAlgorithms/C/docs/images/machine_learning/kohonen/test2.svg" alt="Sample execution
output" style="pointer-events: none;" class="inline"/> </p>
<div class="fragment"><div class="line"><a name="l00359"></a><span class="lineno"> 359</span>&#160;{</div>
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@ -360,6 +365,7 @@ output" style="pointer-events: none;" class="inline"/> </p>
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</div><!-- fragment --><div class="dynheader">
Here is the call graph for this function:</div>
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@ -394,7 +400,7 @@ Here is the call graph for this function:</div>
<div class="line">plot &quot;test3.csv&quot; title &quot;original&quot;, \</div>
<div class="line"> &quot;w31.csv&quot; title &quot;w1&quot;, \</div>
<div class="line"> &quot;w32.csv&quot; title &quot;w2&quot;</div>
</div><!-- fragment --><p><img src="https://raw.githubusercontent.com/TheAlgorithms/C/docs/images/machine_learning/kohonen/test3.svg" alt="Sample execution
</div><!-- fragment --><p> <img src="https://raw.githubusercontent.com/TheAlgorithms/C/docs/images/machine_learning/kohonen/test3.svg" alt="Sample execution
output" style="pointer-events: none;" class="inline"/> </p>
<div class="fragment"><div class="line"><a name="l00463"></a><span class="lineno"> 463</span>&#160;{</div>
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</div><!-- fragment --><div class="dynheader">
Here is the call graph for this function:</div>
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@ -516,6 +523,7 @@ Here is the call graph for this function:</div>
<div class="line"><a name="l00439"></a><span class="lineno"> 439</span>&#160;<span class="comment"> */</span></div>
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<div class="ttc" id="astructdata_html"><div class="ttname"><a href="../../df/dea/structdata.html">data</a></div><div class="ttdef"><b>Definition:</b> prime_factoriziation.c:25</div></div>
</div><!-- fragment --><div class="dynheader">
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<div class="dyncontent">
@ -652,19 +660,11 @@ Here is the call graph for this function:</div>
</div>
</div><!-- contents -->
</div><!-- doc-content -->
<div class="ttc" id="akohonen__som__trace_8c_html_a107f00650b8041f77767927073ddddb8"><div class="ttname"><a href="../../d0/d46/kohonen__som__trace_8c.html#a107f00650b8041f77767927073ddddb8">test_circle</a></div><div class="ttdeci">void test_circle(double *const *data, int N)</div><div class="ttdoc">Creates a random set of points distributed near the circumference of a circle and trains an SOM that ...</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:223</div></div>
<div class="ttc" id="astructdata_html"><div class="ttname"><a href="../../df/dea/structdata.html">data</a></div><div class="ttdef"><b>Definition:</b> prime_factoriziation.c:25</div></div>
<div class="ttc" id="agroup__kohonen__1d_html_ga7b84b14e60f47812b581d1f93057c85a"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#ga7b84b14e60f47812b581d1f93057c85a">save_nd_data</a></div><div class="ttdeci">int save_nd_data(const char *fname, double **X, int num_points, int num_features)</div><div class="ttdoc">Save a given n-dimensional data martix to file.</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:70</div></div>
<div class="ttc" id="akohonen__som__trace_8c_html_aa2246f940155472084ee461f3685d614"><div class="ttname"><a href="../../d0/d46/kohonen__som__trace_8c.html#aa2246f940155472084ee461f3685d614">test_lamniscate</a></div><div class="ttdeci">void test_lamniscate(double *const *data, int N)</div><div class="ttdoc">Creates a random set of points distributed near the locus of the Lamniscate of Gerono.</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:319</div></div>
<div class="ttc" id="agroup__kohonen__1d_html_gaeaeffbff2be4d5d15b0d4f10f846abde"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#gaeaeffbff2be4d5d15b0d4f10f846abde">kohonen_som_tracer</a></div><div class="ttdeci">void kohonen_som_tracer(double **X, double *const *W, int num_samples, int num_features, int num_out, double alpha_min)</div><div class="ttdoc">Apply incremental algorithm with updating neighborhood and learning rates on all samples in the given...</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:179</div></div>
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<div class="ttc" id="agroup__kohonen__1d_html_gaf5ce14f026d6d231bef29161bac2b485"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#gaf5ce14f026d6d231bef29161bac2b485">_random</a></div><div class="ttdeci">double _random(double a, double b)</div><div class="ttdoc">Helper function to generate a random number in a given interval.</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:54</div></div>
<div class="ttc" id="akohonen__som__trace_8c_html_a41ae16442e3e5b891a58d2e5932a2cd0"><div class="ttname"><a href="../../d0/d46/kohonen__som__trace_8c.html#a41ae16442e3e5b891a58d2e5932a2cd0">test_3d_classes</a></div><div class="ttdeci">void test_3d_classes(double *const *data, int N)</div><div class="ttdoc">Creates a random set of points distributed in four clusters in 3D space with centroids at the points.</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:410</div></div>
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<div class="ttc" id="astructmat__3x3___html_ac74f33a2e1ad1f6db74d94807cf1f64e"><div class="ttname"><a href="../../d9/d8b/structmat__3x3__.html#ac74f33a2e1ad1f6db74d94807cf1f64e">mat_3x3_::row1</a></div><div class="ttdeci">float row1[3]</div><div class="ttdoc">&lt; 3 element row 1</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:38</div></div>
<div class="ttc" id="astructvec__3d___html_a53462a5a195c9e16fb584f73fd66c3d0"><div class="ttname"><a href="../../d5/db4/structvec__3d__.html#a53462a5a195c9e16fb584f73fd66c3d0">vec_3d_::x</a></div><div class="ttdeci">float x</div><div class="ttdoc">X co-ordinate.</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:23</div></div>
<div class="ttc" id="astructdual__quat___html"><div class="ttname"><a href="../../d7/dfd/structdual__quat__.html">dual_quat_</a></div><div class="ttdoc">a dual quaternion type</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:106</div></div>
<div class="ttc" id="astructquaternion___html_a835e2ba72517fbb29d0d4e3cb4c2914f"><div class="ttname"><a href="../../de/d58/structquaternion__.html#a835e2ba72517fbb29d0d4e3cb4c2914f">quaternion_::w</a></div><div class="ttdeci">float w</div><div class="ttdoc">real part of quaternion</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:64</div></div>
<div class="ttc" id="astructeuler___html_a34941b75b9bb747cd68d28315fa9691a"><div class="ttname"><a href="../../d2/de8/structeuler__.html#a34941b75b9bb747cd68d28315fa9691a">euler_::bank</a></div><div class="ttdeci">float bank</div><div class="ttdoc">or roll = rotation about X axis</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:85</div></div>
<div class="ttc" id="astructeuler___html_aa71f9aa6dfa32d8014b2d54ab8410e0b"><div class="ttname"><a href="../../d2/de8/structeuler__.html#aa71f9aa6dfa32d8014b2d54ab8410e0b">euler_::pitch</a></div><div class="ttdeci">float pitch</div><div class="ttdoc">or elevation = rotation about Y axis</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:89</div></div>
<div class="ttc" id="astructquaternion___html_a37819eb7d76c65c37a9c2a63f01f65b2"><div class="ttname"><a href="../../de/d58/structquaternion__.html#a37819eb7d76c65c37a9c2a63f01f65b2">quaternion_::q0</a></div><div class="ttdeci">float q0</div><div class="ttdoc">real part of quaternion</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:65</div></div>
<div class="ttc" id="astructquaternion___html_a596abbab688731119c1f23b26a7ac17a"><div class="ttname"><a href="../../de/d58/structquaternion__.html#a596abbab688731119c1f23b26a7ac17a">quaternion_::dual</a></div><div class="ttdeci">vec_3d dual</div><div class="ttdoc">can be a 3D vector</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:70</div></div>
<div class="ttc" id="astructvec__3d___html"><div class="ttname"><a href="../../d5/db4/structvec__3d__.html">vec_3d_</a></div><div class="ttdoc">3D vector type</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:22</div></div>
<div class="ttc" id="agroup__matrix_html_ga9f844010cb96591fa94c9d533a500ab7"><div class="ttname"><a href="../../dd/d7a/group__matrix.html#ga9f844010cb96591fa94c9d533a500ab7">mat_3x3</a></div><div class="ttdeci">struct mat_3x3_ mat_3x3</div><div class="ttdoc">A 3x3 Matrix type definition.</div></div>
<div class="ttc" id="astructdual__quat___html_ad663036ace6a586f90a2f89386f7731a"><div class="ttname"><a href="../../d7/dfd/structdual__quat__.html#ad663036ace6a586f90a2f89386f7731a">dual_quat_::real</a></div><div class="ttdeci">quaternion real</div><div class="ttdoc">real part of dual quaternion</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:107</div></div>
<div class="ttc" id="agroup__quats_html_ga8cc5e5b7a5fa492423ecf034c8bb52bd"><div class="ttname"><a href="../../dc/d9a/group__quats.html#ga8cc5e5b7a5fa492423ecf034c8bb52bd">euler</a></div><div class="ttdeci">struct euler_ euler</div><div class="ttdoc">3D Euler or Tait-Bryan angles (in radian)</div></div>
<div class="ttc" id="astructvec__3d___html_a3339a40de7385fa55bee30be81c098c6"><div class="ttname"><a href="../../d5/db4/structvec__3d__.html#a3339a40de7385fa55bee30be81c098c6">vec_3d_::z</a></div><div class="ttdeci">float z</div><div class="ttdoc">Z co-ordinate.</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:25</div></div>
<div class="ttc" id="astructeuler___html_a899572e1b6a43387128de3a402a0a5f8"><div class="ttname"><a href="../../d2/de8/structeuler__.html#a899572e1b6a43387128de3a402a0a5f8">euler_::heading</a></div><div class="ttdeci">float heading</div><div class="ttdoc">or yaw = rotation about Z axis</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:95</div></div>
<div class="ttc" id="astructeuler___html_a3f1b77e489be443a8d84a84082b8092e"><div class="ttname"><a href="../../d2/de8/structeuler__.html#a3f1b77e489be443a8d84a84082b8092e">euler_::roll</a></div><div class="ttdeci">float roll</div><div class="ttdoc">or bank = rotation about X axis</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:84</div></div>
<div class="ttc" id="astructeuler___html"><div class="ttname"><a href="../../d2/de8/structeuler__.html">euler_</a></div><div class="ttdoc">3D Euler or Tait-Bryan angles (in radian)</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:81</div></div>
<div class="ttc" id="astructquaternion___html"><div class="ttname"><a href="../../de/d58/structquaternion__.html">quaternion_</a></div><div class="ttdoc">a Quaternion type represented using a scalar or and a 3D vector</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:61</div></div>
<div class="ttc" id="aclient_8c_html_ae66f6b31b5ad750f1fe042a706a4e3d4"><div class="ttname"><a href="../../dd/d93/client_8c.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main</a></div><div class="ttdeci">int main()</div><div class="ttdoc">Driver code.</div><div class="ttdef"><b>Definition:</b> client.c:70</div></div>
<div class="ttc" id="agroup__quats_html_gaacd70a16b61dd47a19eb5fb729c2669b"><div class="ttname"><a href="../../dc/d9a/group__quats.html#gaacd70a16b61dd47a19eb5fb729c2669b">quaternion</a></div><div class="ttdeci">struct quaternion_ quaternion</div><div class="ttdoc">a Quaternion type represented using a scalar or and a 3D vector</div></div>
<div class="ttc" id="astructmat__3x3___html"><div class="ttname"><a href="../../d9/d8b/structmat__3x3__.html">mat_3x3_</a></div><div class="ttdoc">A 3x3 Matrix type definition.</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:35</div></div>
<div class="ttc" id="agroup__vec__3d_html_gaf9ee870d4922e488bdd3e7262485c270"><div class="ttname"><a href="../../de/d7b/group__vec__3d.html#gaf9ee870d4922e488bdd3e7262485c270">vec_3d</a></div><div class="ttdeci">struct vec_3d_ vec_3d</div><div class="ttdoc">3D vector type</div></div>
<div class="ttc" id="astructvec__3d___html_a76098d39a382838df3b4b48c3443413b"><div class="ttname"><a href="../../d5/db4/structvec__3d__.html#a76098d39a382838df3b4b48c3443413b">vec_3d_::y</a></div><div class="ttdeci">float y</div><div class="ttdoc">Y co-ordinate.</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:24</div></div>
<div class="ttc" id="astructmat__3x3___html_a8d7ae8fbcc408e3c30e9d64bbd28feaf"><div class="ttname"><a href="../../d9/d8b/structmat__3x3__.html#a8d7ae8fbcc408e3c30e9d64bbd28feaf">mat_3x3_::row2</a></div><div class="ttdeci">float row2[3]</div><div class="ttdoc">&lt; 3 element row 2</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:43</div></div>
<div class="ttc" id="agroup__dual__quats_html_ga27005601c47e5bb7aafe77659e76c88f"><div class="ttname"><a href="../../d4/d69/group__dual__quats.html#ga27005601c47e5bb7aafe77659e76c88f">dual_quat</a></div><div class="ttdeci">struct dual_quat_ dual_quat</div><div class="ttdoc">a dual quaternion type</div></div>
<div class="ttc" id="agroup__matrix_html_ga9f844010cb96591fa94c9d533a500ab7"><div class="ttname"><a href="../../dd/d7a/group__matrix.html#ga9f844010cb96591fa94c9d533a500ab7">mat_3x3</a></div><div class="ttdeci">struct mat_3x3_ mat_3x3</div><div class="ttdoc">A 3x3 Matrix type definition.</div></div>
<div class="ttc" id="agroup__quats_html_ga8cc5e5b7a5fa492423ecf034c8bb52bd"><div class="ttname"><a href="../../dc/d9a/group__quats.html#ga8cc5e5b7a5fa492423ecf034c8bb52bd">euler</a></div><div class="ttdeci">struct euler_ euler</div><div class="ttdoc">3D Euler or Tait-Bryan angles (in radian)</div></div>
<div class="ttc" id="agroup__quats_html_gaacd70a16b61dd47a19eb5fb729c2669b"><div class="ttname"><a href="../../dc/d9a/group__quats.html#gaacd70a16b61dd47a19eb5fb729c2669b">quaternion</a></div><div class="ttdeci">struct quaternion_ quaternion</div><div class="ttdoc">a Quaternion type represented using a scalar or and a 3D vector</div></div>
<div class="ttc" id="agroup__vec__3d_html_gaf9ee870d4922e488bdd3e7262485c270"><div class="ttname"><a href="../../de/d7b/group__vec__3d.html#gaf9ee870d4922e488bdd3e7262485c270">vec_3d</a></div><div class="ttdeci">struct vec_3d_ vec_3d</div><div class="ttdoc">3D vector type</div></div>
<div class="ttc" id="astructdual__quat___html"><div class="ttname"><a href="../../d7/dfd/structdual__quat__.html">dual_quat_</a></div><div class="ttdoc">a dual quaternion type</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:106</div></div>
<div class="ttc" id="astructdual__quat___html_a1b05fbc4135e4f9b731423f26527543d"><div class="ttname"><a href="../../d7/dfd/structdual__quat__.html#a1b05fbc4135e4f9b731423f26527543d">dual_quat_::dual</a></div><div class="ttdeci">quaternion dual</div><div class="ttdoc">dual part of dual quaternion</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:108</div></div>
<div class="ttc" id="astructdual__quat___html_ad663036ace6a586f90a2f89386f7731a"><div class="ttname"><a href="../../d7/dfd/structdual__quat__.html#ad663036ace6a586f90a2f89386f7731a">dual_quat_::real</a></div><div class="ttdeci">quaternion real</div><div class="ttdoc">real part of dual quaternion</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:107</div></div>
<div class="ttc" id="astructeuler___html"><div class="ttname"><a href="../../d2/de8/structeuler__.html">euler_</a></div><div class="ttdoc">3D Euler or Tait-Bryan angles (in radian)</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:81</div></div>
<div class="ttc" id="astructeuler___html_a34941b75b9bb747cd68d28315fa9691a"><div class="ttname"><a href="../../d2/de8/structeuler__.html#a34941b75b9bb747cd68d28315fa9691a">euler_::bank</a></div><div class="ttdeci">float bank</div><div class="ttdoc">or roll = rotation about X axis</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:85</div></div>
<div class="ttc" id="astructeuler___html_a3f1b77e489be443a8d84a84082b8092e"><div class="ttname"><a href="../../d2/de8/structeuler__.html#a3f1b77e489be443a8d84a84082b8092e">euler_::roll</a></div><div class="ttdeci">float roll</div><div class="ttdoc">or bank = rotation about X axis</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:84</div></div>
<div class="ttc" id="astructeuler___html_a899572e1b6a43387128de3a402a0a5f8"><div class="ttname"><a href="../../d2/de8/structeuler__.html#a899572e1b6a43387128de3a402a0a5f8">euler_::heading</a></div><div class="ttdeci">float heading</div><div class="ttdoc">or yaw = rotation about Z axis</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:95</div></div>
<div class="ttc" id="astructeuler___html_aa71f9aa6dfa32d8014b2d54ab8410e0b"><div class="ttname"><a href="../../d2/de8/structeuler__.html#aa71f9aa6dfa32d8014b2d54ab8410e0b">euler_::pitch</a></div><div class="ttdeci">float pitch</div><div class="ttdoc">or elevation = rotation about Y axis</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:89</div></div>
<div class="ttc" id="astructeuler___html_aad52507cc423ec49847471f6f15dd9d7"><div class="ttname"><a href="../../d2/de8/structeuler__.html#aad52507cc423ec49847471f6f15dd9d7">euler_::yaw</a></div><div class="ttdeci">float yaw</div><div class="ttdoc">or heading = rotation about Z axis</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:94</div></div>
<div class="ttc" id="astructeuler___html_abbbf12f0a960faf783d219f9012cdce6"><div class="ttname"><a href="../../d2/de8/structeuler__.html#abbbf12f0a960faf783d219f9012cdce6">euler_::elevation</a></div><div class="ttdeci">float elevation</div><div class="ttdoc">or pitch = rotation about Y axis</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:90</div></div>
<div class="ttc" id="astructmat__3x3___html"><div class="ttname"><a href="../../d9/d8b/structmat__3x3__.html">mat_3x3_</a></div><div class="ttdoc">A 3x3 Matrix type definition.</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:35</div></div>
<div class="ttc" id="astructmat__3x3___html_a490bb6be52ea95b333b55b236af41563"><div class="ttname"><a href="../../d9/d8b/structmat__3x3__.html#a490bb6be52ea95b333b55b236af41563">mat_3x3_::row3</a></div><div class="ttdeci">float row3[3]</div><div class="ttdoc">&lt; 3 element row 3</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:48</div></div>
<div class="ttc" id="astructdual__quat___html_a1b05fbc4135e4f9b731423f26527543d"><div class="ttname"><a href="../../d7/dfd/structdual__quat__.html#a1b05fbc4135e4f9b731423f26527543d">dual_quat_::dual</a></div><div class="ttdeci">quaternion dual</div><div class="ttdoc">dual part of dual quaternion</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:108</div></div>
<div class="ttc" id="astructmat__3x3___html_a8d7ae8fbcc408e3c30e9d64bbd28feaf"><div class="ttname"><a href="../../d9/d8b/structmat__3x3__.html#a8d7ae8fbcc408e3c30e9d64bbd28feaf">mat_3x3_::row2</a></div><div class="ttdeci">float row2[3]</div><div class="ttdoc">&lt; 3 element row 2</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:43</div></div>
<div class="ttc" id="astructmat__3x3___html_ac74f33a2e1ad1f6db74d94807cf1f64e"><div class="ttname"><a href="../../d9/d8b/structmat__3x3__.html#ac74f33a2e1ad1f6db74d94807cf1f64e">mat_3x3_::row1</a></div><div class="ttdeci">float row1[3]</div><div class="ttdoc">&lt; 3 element row 1</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:38</div></div>
<div class="ttc" id="astructquaternion___html"><div class="ttname"><a href="../../de/d58/structquaternion__.html">quaternion_</a></div><div class="ttdoc">a Quaternion type represented using a scalar or and a 3D vector</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:61</div></div>
<div class="ttc" id="astructquaternion___html_a37819eb7d76c65c37a9c2a63f01f65b2"><div class="ttname"><a href="../../de/d58/structquaternion__.html#a37819eb7d76c65c37a9c2a63f01f65b2">quaternion_::q0</a></div><div class="ttdeci">float q0</div><div class="ttdoc">real part of quaternion</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:65</div></div>
<div class="ttc" id="astructquaternion___html_a596abbab688731119c1f23b26a7ac17a"><div class="ttname"><a href="../../de/d58/structquaternion__.html#a596abbab688731119c1f23b26a7ac17a">quaternion_::dual</a></div><div class="ttdeci">vec_3d dual</div><div class="ttdoc">can be a 3D vector</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:70</div></div>
<div class="ttc" id="astructquaternion___html_a835e2ba72517fbb29d0d4e3cb4c2914f"><div class="ttname"><a href="../../de/d58/structquaternion__.html#a835e2ba72517fbb29d0d4e3cb4c2914f">quaternion_::w</a></div><div class="ttdeci">float w</div><div class="ttdoc">real part of quaternion</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:64</div></div>
<div class="ttc" id="astructvec__3d___html"><div class="ttname"><a href="../../d5/db4/structvec__3d__.html">vec_3d_</a></div><div class="ttdoc">3D vector type</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:22</div></div>
<div class="ttc" id="astructvec__3d___html_a3339a40de7385fa55bee30be81c098c6"><div class="ttname"><a href="../../d5/db4/structvec__3d__.html#a3339a40de7385fa55bee30be81c098c6">vec_3d_::z</a></div><div class="ttdeci">float z</div><div class="ttdoc">Z co-ordinate.</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:25</div></div>
<div class="ttc" id="astructvec__3d___html_a53462a5a195c9e16fb584f73fd66c3d0"><div class="ttname"><a href="../../d5/db4/structvec__3d__.html#a53462a5a195c9e16fb584f73fd66c3d0">vec_3d_::x</a></div><div class="ttdeci">float x</div><div class="ttdoc">X co-ordinate.</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:23</div></div>
<div class="ttc" id="astructvec__3d___html_a76098d39a382838df3b4b48c3443413b"><div class="ttname"><a href="../../d5/db4/structvec__3d__.html#a76098d39a382838df3b4b48c3443413b">vec_3d_::y</a></div><div class="ttdeci">float y</div><div class="ttdoc">Y co-ordinate.</div><div class="ttdef"><b>Definition:</b> geometry_datatypes.h:24</div></div>
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@ -334,6 +334,7 @@ Functions</h2></td></tr>
<div class="line"><a name="l00201"></a><span class="lineno"> 201</span>&#160; </div>
<div class="line"><a name="l00202"></a><span class="lineno"> 202</span>&#160; free(D);</div>
<div class="line"><a name="l00203"></a><span class="lineno"> 203</span>&#160;}</div>
<div class="ttc" id="agroup__kohonen__1d_html_gae334493a0917a24736fe5ba82aa6f81f"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#gae334493a0917a24736fe5ba82aa6f81f">kohonen_update_weights</a></div><div class="ttdeci">void kohonen_update_weights(double const *x, double *const *W, double *D, int num_out, int num_features, double alpha, int R)</div><div class="ttdoc">Update weights of the SOM using Kohonen algorithm.</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:129</div></div>
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<div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; <span class="comment">// update weights of nodes in the neighborhood</span></div>
<div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160; W[j][k] += alpha * (x[k] - W[j][k]);</div>
<div class="line"><a name="l00166"></a><span class="lineno"> 166</span>&#160;}</div>
<div class="ttc" id="agroup__kohonen__1d_html_ga4a57a413a3cef286a7da6d4666575586"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#ga4a57a413a3cef286a7da6d4666575586">kohonen_get_min_1d</a></div><div class="ttdeci">void kohonen_get_min_1d(double const *X, int N, double *val, int *idx)</div><div class="ttdoc">Get minimum value and index of the value in a vector.</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:104</div></div>
<div class="ttc" id="agroup__kohonen__1d_html_gac6afabdc09a49a433ee19d8a9486056d"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#gac6afabdc09a49a433ee19d8a9486056d">min</a></div><div class="ttdeci">#define min(a, b)</div><div class="ttdoc">shorthand for minimum value</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:36</div></div>
<div class="ttc" id="agroup__kohonen__1d_html_gaffe776513b24d84b39af8ab0930fef7f"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#gaffe776513b24d84b39af8ab0930fef7f">max</a></div><div class="ttdeci">#define max(a, b)</div><div class="ttdoc">shorthand for maximum value</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:32</div></div>
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<div class="ttc" id="agroup__kohonen__1d_html_gae334493a0917a24736fe5ba82aa6f81f"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#gae334493a0917a24736fe5ba82aa6f81f">kohonen_update_weights</a></div><div class="ttdeci">void kohonen_update_weights(double const *x, double *const *W, double *D, int num_out, int num_features, double alpha, int R)</div><div class="ttdoc">Update weights of the SOM using Kohonen algorithm.</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:129</div></div>
<div class="ttc" id="agroup__kohonen__1d_html_gac6afabdc09a49a433ee19d8a9486056d"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#gac6afabdc09a49a433ee19d8a9486056d">min</a></div><div class="ttdeci">#define min(a, b)</div><div class="ttdoc">shorthand for minimum value</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:36</div></div>
<div class="ttc" id="agroup__kohonen__1d_html_gaffe776513b24d84b39af8ab0930fef7f"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#gaffe776513b24d84b39af8ab0930fef7f">max</a></div><div class="ttdeci">#define max(a, b)</div><div class="ttdoc">shorthand for maximum value</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:32</div></div>
<div class="ttc" id="agroup__kohonen__1d_html_ga4a57a413a3cef286a7da6d4666575586"><div class="ttname"><a href="../../d0/dcb/group__kohonen__1d.html#ga4a57a413a3cef286a7da6d4666575586">kohonen_get_min_1d</a></div><div class="ttdeci">void kohonen_get_min_1d(double const *X, int N, double *val, int *idx)</div><div class="ttdoc">Get minimum value and index of the value in a vector.</div><div class="ttdef"><b>Definition:</b> kohonen_som_trace.c:104</div></div>
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@ -144,7 +144,8 @@ Functions</h2></td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Implementation of <a href="https://en.wikipedia.org/wiki/Polynomial#Addition">Addition of two polynomials</a> </p>
<dl class="section author"><dt>Author</dt><dd><a href="https://github.com/Ankita19ms0010">Ankita Roy Chowdhury</a> This code takes two polynomials as input and prints their sum using linked list. The polynomials must be in increasing or decreasing order of degree. Degree must be positive. </dd></dl>
<dl class="section author"><dt>Author</dt><dd><a href="https://github.com/Ankita19ms0010">Ankita Roy Chowdhury</a></dd></dl>
<p>This code takes two polynomials as input and prints their sum using linked list. The polynomials must be in increasing or decreasing order of degree. Degree must be positive. </p>
</div><h2 class="groupheader">Function Documentation</h2>
<a id="a29eace09ec1373a92003075f1c2f6d9d"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a29eace09ec1373a92003075f1c2f6d9d">&#9670;&nbsp;</a></span>create_polynomial()</h2>
@ -216,6 +217,10 @@ Functions</h2></td></tr>
<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160; temp2-&gt;<a class="code" href="../../df/d86/structterm.html#ab7ac49a58cc431c9838c855bf59a243a">next</a> = NULL;</div>
<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; }</div>
<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160;}</div>
<div class="ttc" id="astructterm_html"><div class="ttname"><a href="../../df/d86/structterm.html">term</a></div><div class="ttdoc">identifier for single-variable polynomial coefficients as a linked list</div><div class="ttdef"><b>Definition:</b> poly_add.c:20</div></div>
<div class="ttc" id="astructterm_html_a057f161d279d856d11786aa96fc87f74"><div class="ttname"><a href="../../df/d86/structterm.html#a057f161d279d856d11786aa96fc87f74">term::pow</a></div><div class="ttdeci">int pow</div><div class="ttdoc">power of the polynomial term</div><div class="ttdef"><b>Definition:</b> poly_add.c:22</div></div>
<div class="ttc" id="astructterm_html_a5a730814391f70179da78c657e6e6f7b"><div class="ttname"><a href="../../df/d86/structterm.html#a5a730814391f70179da78c657e6e6f7b">term::coef</a></div><div class="ttdeci">int coef</div><div class="ttdoc">coefficient value</div><div class="ttdef"><b>Definition:</b> poly_add.c:21</div></div>
<div class="ttc" id="astructterm_html_ab7ac49a58cc431c9838c855bf59a243a"><div class="ttname"><a href="../../df/d86/structterm.html#ab7ac49a58cc431c9838c855bf59a243a">term::next</a></div><div class="ttdeci">struct term * next</div><div class="ttdoc">pointer to the successive term</div><div class="ttdef"><b>Definition:</b> poly_add.c:23</div></div>
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@ -324,6 +329,9 @@ Functions</h2></td></tr>
<div class="line"><a name="l00317"></a><span class="lineno"> 317</span>&#160; </div>
<div class="line"><a name="l00318"></a><span class="lineno"> 318</span>&#160; <span class="keywordflow">return</span> 0;</div>
<div class="line"><a name="l00319"></a><span class="lineno"> 319</span>&#160;}</div>
<div class="ttc" id="apoly__add_8c_html_a0c5173884bd798a6ca6f437b9b932409"><div class="ttname"><a href="../../d0/dcb/poly__add_8c.html#a0c5173884bd798a6ca6f437b9b932409">test2</a></div><div class="ttdeci">static void test2(struct term *poly1, struct term *poly2, struct term *poly3)</div><div class="ttdoc">Test function 2.</div><div class="ttdef"><b>Definition:</b> poly_add.c:239</div></div>
<div class="ttc" id="apoly__add_8c_html_ab138609c765e2fd8b89e9c107cd40d57"><div class="ttname"><a href="../../d0/dcb/poly__add_8c.html#ab138609c765e2fd8b89e9c107cd40d57">test3</a></div><div class="ttdeci">static void test3(struct term *poly1, struct term *poly2, struct term *poly3)</div><div class="ttdoc">Test function 3.</div><div class="ttdef"><b>Definition:</b> poly_add.c:279</div></div>
<div class="ttc" id="apoly__add_8c_html_ab215107dbb50c7efa811a687ce9b95af"><div class="ttname"><a href="../../d0/dcb/poly__add_8c.html#ab215107dbb50c7efa811a687ce9b95af">test1</a></div><div class="ttdeci">static void test1(struct term *poly1, struct term *poly2, struct term *poly3)</div><div class="ttdoc">Test function 1.</div><div class="ttdef"><b>Definition:</b> poly_add.c:204</div></div>
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<div class="line"><a name="l00226"></a><span class="lineno"> 226</span>&#160; <a class="code" href="../../d0/dcb/poly__add_8c.html#a5a103fff33166d6e4d975b8b63c6e895">free_poly</a>(poly2);</div>
<div class="line"><a name="l00227"></a><span class="lineno"> 227</span>&#160; <a class="code" href="../../d0/dcb/poly__add_8c.html#a5a103fff33166d6e4d975b8b63c6e895">free_poly</a>(poly3);</div>
<div class="line"><a name="l00228"></a><span class="lineno"> 228</span>&#160;}</div>
<div class="ttc" id="apoly__add_8c_html_a29eace09ec1373a92003075f1c2f6d9d"><div class="ttname"><a href="../../d0/dcb/poly__add_8c.html#a29eace09ec1373a92003075f1c2f6d9d">create_polynomial</a></div><div class="ttdeci">void create_polynomial(struct term **poly, int coef, int pow)</div><div class="ttdoc">The function will create a polynomial.</div><div class="ttdef"><b>Definition:</b> poly_add.c:54</div></div>
<div class="ttc" id="apoly__add_8c_html_a5a103fff33166d6e4d975b8b63c6e895"><div class="ttname"><a href="../../d0/dcb/poly__add_8c.html#a5a103fff33166d6e4d975b8b63c6e895">free_poly</a></div><div class="ttdeci">void free_poly(struct term *poly)</div><div class="ttdoc">Frees memory space.</div><div class="ttdef"><b>Definition:</b> poly_add.c:31</div></div>
<div class="ttc" id="apoly__add_8c_html_a6ff38afe4720527c9513139cbab460af"><div class="ttname"><a href="../../d0/dcb/poly__add_8c.html#a6ff38afe4720527c9513139cbab460af">poly_add</a></div><div class="ttdeci">void poly_add(struct term **pol, struct term *poly1, struct term *poly2)</div><div class="ttdoc">The function will add 2 polynomials.</div><div class="ttdef"><b>Definition:</b> poly_add.c:91</div></div>
<div class="ttc" id="apoly__add_8c_html_ab9b9bedcb99f279d491d1b856791a36d"><div class="ttname"><a href="../../d0/dcb/poly__add_8c.html#ab9b9bedcb99f279d491d1b856791a36d">display_polynomial</a></div><div class="ttdeci">void display_polynomial(struct term *poly)</div><div class="ttdoc">The function will display the polynomial.</div><div class="ttdef"><b>Definition:</b> poly_add.c:182</div></div>
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<div class="ttc" id="astructterm_html_a057f161d279d856d11786aa96fc87f74"><div class="ttname"><a href="../../df/d86/structterm.html#a057f161d279d856d11786aa96fc87f74">term::pow</a></div><div class="ttdeci">int pow</div><div class="ttdoc">power of the polynomial term</div><div class="ttdef"><b>Definition:</b> poly_add.c:22</div></div>
<div class="ttc" id="astructterm_html"><div class="ttname"><a href="../../df/d86/structterm.html">term</a></div><div class="ttdoc">identifier for single-variable polynomial coefficients as a linked list</div><div class="ttdef"><b>Definition:</b> poly_add.c:20</div></div>
<div class="ttc" id="apoly__add_8c_html_ab138609c765e2fd8b89e9c107cd40d57"><div class="ttname"><a href="../../d0/dcb/poly__add_8c.html#ab138609c765e2fd8b89e9c107cd40d57">test3</a></div><div class="ttdeci">static void test3(struct term *poly1, struct term *poly2, struct term *poly3)</div><div class="ttdoc">Test function 3.</div><div class="ttdef"><b>Definition:</b> poly_add.c:279</div></div>
<div class="ttc" id="apoly__add_8c_html_a0c5173884bd798a6ca6f437b9b932409"><div class="ttname"><a href="../../d0/dcb/poly__add_8c.html#a0c5173884bd798a6ca6f437b9b932409">test2</a></div><div class="ttdeci">static void test2(struct term *poly1, struct term *poly2, struct term *poly3)</div><div class="ttdoc">Test function 2.</div><div class="ttdef"><b>Definition:</b> poly_add.c:239</div></div>
<div class="ttc" id="apoly__add_8c_html_ab9b9bedcb99f279d491d1b856791a36d"><div class="ttname"><a href="../../d0/dcb/poly__add_8c.html#ab9b9bedcb99f279d491d1b856791a36d">display_polynomial</a></div><div class="ttdeci">void display_polynomial(struct term *poly)</div><div class="ttdoc">The function will display the polynomial.</div><div class="ttdef"><b>Definition:</b> poly_add.c:182</div></div>
<div class="ttc" id="apoly__add_8c_html_a6ff38afe4720527c9513139cbab460af"><div class="ttname"><a href="../../d0/dcb/poly__add_8c.html#a6ff38afe4720527c9513139cbab460af">poly_add</a></div><div class="ttdeci">void poly_add(struct term **pol, struct term *poly1, struct term *poly2)</div><div class="ttdoc">The function will add 2 polynomials.</div><div class="ttdef"><b>Definition:</b> poly_add.c:91</div></div>
<div class="ttc" id="apoly__add_8c_html_a5a103fff33166d6e4d975b8b63c6e895"><div class="ttname"><a href="../../d0/dcb/poly__add_8c.html#a5a103fff33166d6e4d975b8b63c6e895">free_poly</a></div><div class="ttdeci">void free_poly(struct term *poly)</div><div class="ttdoc">Frees memory space.</div><div class="ttdef"><b>Definition:</b> poly_add.c:31</div></div>
<div class="ttc" id="apoly__add_8c_html_a29eace09ec1373a92003075f1c2f6d9d"><div class="ttname"><a href="../../d0/dcb/poly__add_8c.html#a29eace09ec1373a92003075f1c2f6d9d">create_polynomial</a></div><div class="ttdeci">void create_polynomial(struct term **poly, int coef, int pow)</div><div class="ttdoc">The function will create a polynomial.</div><div class="ttdef"><b>Definition:</b> poly_add.c:54</div></div>
<div class="ttc" id="astructterm_html_a5a730814391f70179da78c657e6e6f7b"><div class="ttname"><a href="../../df/d86/structterm.html#a5a730814391f70179da78c657e6e6f7b">term::coef</a></div><div class="ttdeci">int coef</div><div class="ttdoc">coefficient value</div><div class="ttdef"><b>Definition:</b> poly_add.c:21</div></div>
<div class="ttc" id="astructterm_html_ab7ac49a58cc431c9838c855bf59a243a"><div class="ttname"><a href="../../df/d86/structterm.html#ab7ac49a58cc431c9838c855bf59a243a">term::next</a></div><div class="ttdeci">struct term * next</div><div class="ttdoc">pointer to the successive term</div><div class="ttdef"><b>Definition:</b> poly_add.c:23</div></div>
<div class="ttc" id="apoly__add_8c_html_ab215107dbb50c7efa811a687ce9b95af"><div class="ttname"><a href="../../d0/dcb/poly__add_8c.html#ab215107dbb50c7efa811a687ce9b95af">test1</a></div><div class="ttdeci">static void test1(struct term *poly1, struct term *poly2, struct term *poly3)</div><div class="ttdoc">Test function 1.</div><div class="ttdef"><b>Definition:</b> poly_add.c:204</div></div>
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@ -269,17 +269,17 @@ Functions</h2></td></tr>
<div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160; </div>
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@ -112,7 +112,7 @@ Public interface</h2>
</div><!-- fragment --><p>pushs the argument onto the stack</p>
<div class="fragment"><div class="line"><span class="keywordtype">void</span> * pop();</div>
</div><!-- fragment --><p>pop: pops the top element of the stack from the stack. </p><pre class="fragment">assumes: stack not empty.
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@ -122,7 +122,7 @@ Public interface</h2>
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@ -217,17 +217,17 @@ int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../..
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<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160; free(sieve);</div>
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</div><!-- fragment --><div class="dynheader">
Here is the call graph for this function:</div>
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@ -175,12 +176,11 @@ Here is the call graph for this function:</div>
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@ -328,6 +328,9 @@ Functions</h2></td></tr>
<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; <span class="keywordtype">int</span> offset = (x * arr-&gt;<a class="code" href="../../d8/db8/structkohonen__array__3d.html#a888d7e007b38c91c7933e12a9566af1d">dim2</a> * arr-&gt;<a class="code" href="../../d8/db8/structkohonen__array__3d.html#a160f14830bdfbbf9f422f382ee754dbf">dim3</a>) + (y * arr-&gt;<a class="code" href="../../d8/db8/structkohonen__array__3d.html#a160f14830bdfbbf9f422f382ee754dbf">dim3</a>) + z;</div>
<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; <span class="keywordflow">return</span> arr-&gt;<a class="code" href="../../d8/db8/structkohonen__array__3d.html#ad546baa2e81c6196d5f1dc0fe2e5bd59">data</a> + offset;</div>
<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160;}</div>
<div class="ttc" id="astructkohonen__array__3d_html_a160f14830bdfbbf9f422f382ee754dbf"><div class="ttname"><a href="../../d8/db8/structkohonen__array__3d.html#a160f14830bdfbbf9f422f382ee754dbf">kohonen_array_3d::dim3</a></div><div class="ttdeci">int dim3</div><div class="ttdoc">lengths of thirddimension</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:51</div></div>
<div class="ttc" id="astructkohonen__array__3d_html_a888d7e007b38c91c7933e12a9566af1d"><div class="ttname"><a href="../../d8/db8/structkohonen__array__3d.html#a888d7e007b38c91c7933e12a9566af1d">kohonen_array_3d::dim2</a></div><div class="ttdeci">int dim2</div><div class="ttdoc">lengths of second dimension</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:50</div></div>
<div class="ttc" id="astructkohonen__array__3d_html_ad546baa2e81c6196d5f1dc0fe2e5bd59"><div class="ttname"><a href="../../d8/db8/structkohonen__array__3d.html#ad546baa2e81c6196d5f1dc0fe2e5bd59">kohonen_array_3d::data</a></div><div class="ttdeci">double * data</div><div class="ttdoc">pointer to data</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:52</div></div>
</div><!-- fragment -->
</div>
</div>
@ -427,6 +430,7 @@ Functions</h2></td></tr>
<div class="line"><a name="l00347"></a><span class="lineno"> 347</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i &lt; num_out; i++) free(D[i]);</div>
<div class="line"><a name="l00348"></a><span class="lineno"> 348</span>&#160; free(D);</div>
<div class="line"><a name="l00349"></a><span class="lineno"> 349</span>&#160;}</div>
<div class="ttc" id="agroup__kohonen__2d_html_ga83abb572c60d202e100595a989dfe123"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#ga83abb572c60d202e100595a989dfe123">kohonen_update_weights</a></div><div class="ttdeci">double kohonen_update_weights(const double *X, struct kohonen_array_3d *W, double **D, int num_out, int num_features, double alpha, int R)</div><div class="ttdoc">Update weights of the SOM using Kohonen algorithm.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:234</div></div>
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@ -571,6 +575,10 @@ Here is the call graph for this function:</div>
<div class="line"><a name="l00299"></a><span class="lineno"> 299</span>&#160; }</div>
<div class="line"><a name="l00300"></a><span class="lineno"> 300</span>&#160; <span class="keywordflow">return</span> d_min;</div>
<div class="line"><a name="l00301"></a><span class="lineno"> 301</span>&#160;}</div>
<div class="ttc" id="agroup__kohonen__2d_html_ga8df35f04c1762a01dcf108fa13b897d6"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#ga8df35f04c1762a01dcf108fa13b897d6">kohonen_data_3d</a></div><div class="ttdeci">double * kohonen_data_3d(const struct kohonen_array_3d *arr, int x, int y, int z)</div><div class="ttdoc">Function that returns the pointer to (x, y, z) ^th location in the linear 3D array given by:</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:67</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_gac6afabdc09a49a433ee19d8a9486056d"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#gac6afabdc09a49a433ee19d8a9486056d">min</a></div><div class="ttdeci">#define min(a, b)</div><div class="ttdoc">shorthand for minimum value</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:43</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_gadc22d512c00a9f5799ee067f4fb90b4b"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#gadc22d512c00a9f5799ee067f4fb90b4b">get_min_2d</a></div><div class="ttdeci">void get_min_2d(double **X, int N, double *val, int *x_idx, int *y_idx)</div><div class="ttdoc">Get minimum value and index of the value in a matrix.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:204</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_gaffe776513b24d84b39af8ab0930fef7f"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#gaffe776513b24d84b39af8ab0930fef7f">max</a></div><div class="ttdeci">#define max(a, b)</div><div class="ttdoc">shorthand for maximum value</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:39</div></div>
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<div class="line"><a name="l00192"></a><span class="lineno"> 192</span>&#160; fclose(fp);</div>
<div class="line"><a name="l00193"></a><span class="lineno"> 193</span>&#160; <span class="keywordflow">return</span> 0;</div>
<div class="line"><a name="l00194"></a><span class="lineno"> 194</span>&#160;}</div>
<div class="ttc" id="astructkohonen__array__3d_html_a16720581653fa9a34d1029e7229a7377"><div class="ttname"><a href="../../d8/db8/structkohonen__array__3d.html#a16720581653fa9a34d1029e7229a7377">kohonen_array_3d::dim1</a></div><div class="ttdeci">int dim1</div><div class="ttdoc">lengths of first dimension</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:49</div></div>
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<div class="ttc" id="astructkohonen__array__3d_html_ad546baa2e81c6196d5f1dc0fe2e5bd59"><div class="ttname"><a href="../../d8/db8/structkohonen__array__3d.html#ad546baa2e81c6196d5f1dc0fe2e5bd59">kohonen_array_3d::data</a></div><div class="ttdeci">double * data</div><div class="ttdoc">pointer to data</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:52</div></div>
<div class="ttc" id="astructkohonen__array__3d_html_a888d7e007b38c91c7933e12a9566af1d"><div class="ttname"><a href="../../d8/db8/structkohonen__array__3d.html#a888d7e007b38c91c7933e12a9566af1d">kohonen_array_3d::dim2</a></div><div class="ttdeci">int dim2</div><div class="ttdoc">lengths of second dimension</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:50</div></div>
<div class="ttc" id="astructkohonen__array__3d_html_a160f14830bdfbbf9f422f382ee754dbf"><div class="ttname"><a href="../../d8/db8/structkohonen__array__3d.html#a160f14830bdfbbf9f422f382ee754dbf">kohonen_array_3d::dim3</a></div><div class="ttdeci">int dim3</div><div class="ttdoc">lengths of thirddimension</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:51</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_gadc22d512c00a9f5799ee067f4fb90b4b"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#gadc22d512c00a9f5799ee067f4fb90b4b">get_min_2d</a></div><div class="ttdeci">void get_min_2d(double **X, int N, double *val, int *x_idx, int *y_idx)</div><div class="ttdoc">Get minimum value and index of the value in a matrix.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:204</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_gac6afabdc09a49a433ee19d8a9486056d"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#gac6afabdc09a49a433ee19d8a9486056d">min</a></div><div class="ttdeci">#define min(a, b)</div><div class="ttdoc">shorthand for minimum value</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:43</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_gaffe776513b24d84b39af8ab0930fef7f"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#gaffe776513b24d84b39af8ab0930fef7f">max</a></div><div class="ttdeci">#define max(a, b)</div><div class="ttdoc">shorthand for maximum value</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:39</div></div>
<div class="ttc" id="astructkohonen__array__3d_html_a16720581653fa9a34d1029e7229a7377"><div class="ttname"><a href="../../d8/db8/structkohonen__array__3d.html#a16720581653fa9a34d1029e7229a7377">kohonen_array_3d::dim1</a></div><div class="ttdeci">int dim1</div><div class="ttdoc">lengths of first dimension</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:49</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_ga83abb572c60d202e100595a989dfe123"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#ga83abb572c60d202e100595a989dfe123">kohonen_update_weights</a></div><div class="ttdeci">double kohonen_update_weights(const double *X, struct kohonen_array_3d *W, double **D, int num_out, int num_features, double alpha, int R)</div><div class="ttdoc">Update weights of the SOM using Kohonen algorithm.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:234</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_ga8df35f04c1762a01dcf108fa13b897d6"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#ga8df35f04c1762a01dcf108fa13b897d6">kohonen_data_3d</a></div><div class="ttdeci">double * kohonen_data_3d(const struct kohonen_array_3d *arr, int x, int y, int z)</div><div class="ttdoc">Function that returns the pointer to (x, y, z) ^th location in the linear 3D array given by:</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:67</div></div>
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@ -150,7 +150,7 @@ int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../..
<p>To implement <a href="https://en.wikipedia.org/wiki/Van_der_Pol_oscillator">Van der Pol oscillator</a>, change the <a class="el" href="../../d1/dc2/ode__midpoint__euler_8c.html#a97075291390a68c262ed66e157a57eb4" title="Problem statement for a system with first-order differential equations.">problem</a> function to: </p><div class="fragment"><div class="line"><span class="keyword">const</span> <span class="keywordtype">double</span> mu = 2.0;</div>
<div class="line">dy[0] = y[1];</div>
<div class="line">dy[1] = mu * (1.f - y[0] * y[0]) * y[1] - y[0];</div>
</div><!-- fragment --><dl class="section see"><dt>See also</dt><dd><a class="el" href="../../d4/d07/ode__forward__euler_8c.html" title="Solve a multivariable first order ordinary differential equation (ODEs) using forward Euler method">ode_forward_euler.c</a>, <a class="el" href="../../d4/d99/ode__semi__implicit__euler_8c.html" title="Solve a multivariable first order ordinary differential equation (ODEs) using semi implicit Euler met...">ode_semi_implicit_euler.c</a> </dd></dl>
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</div><h2 class="groupheader">Function Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a8caee977b26888d34040b122e0e28e3a">&#9670;&nbsp;</a></span>exact_solution()</h2>
@ -282,6 +282,8 @@ int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../..
<div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160; </div>
<div class="line"><a name="l00138"></a><span class="lineno"> 138</span>&#160; <span class="keywordflow">return</span> (<span class="keywordtype">double</span>)(t2 - t1) / CLOCKS_PER_SEC;</div>
<div class="line"><a name="l00139"></a><span class="lineno"> 139</span>&#160;}</div>
<div class="ttc" id="aode__midpoint__euler_8c_html_a9ceb646336224ee890a269d0b4600d09"><div class="ttname"><a href="../../d1/dc2/ode__midpoint__euler_8c.html#a9ceb646336224ee890a269d0b4600d09">order</a></div><div class="ttdeci">#define order</div><div class="ttdoc">number of dependent variables in problem</div><div class="ttdef"><b>Definition:</b> ode_midpoint_euler.c:43</div></div>
<div class="ttc" id="aode__midpoint__euler_8c_html_affe6cc2ab040b94a29e6c41782f72d51"><div class="ttname"><a href="../../d1/dc2/ode__midpoint__euler_8c.html#affe6cc2ab040b94a29e6c41782f72d51">midpoint_euler_step</a></div><div class="ttdeci">void midpoint_euler_step(double dx, double *x, double *y, double *dy)</div><div class="ttdoc">Compute next step approximation using the midpoint-Euler method.</div><div class="ttdef"><b>Definition:</b> ode_midpoint_euler.c:83</div></div>
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<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; </div>
<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160; <span class="keywordflow">for</span> (o = 0; o &lt; <a class="code" href="../../d1/dc2/ode__midpoint__euler_8c.html#a9ceb646336224ee890a269d0b4600d09">order</a>; o++) y[o] += dx * dy[o];</div>
<div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160;}</div>
<div class="ttc" id="aode__midpoint__euler_8c_html_a97075291390a68c262ed66e157a57eb4"><div class="ttname"><a href="../../d1/dc2/ode__midpoint__euler_8c.html#a97075291390a68c262ed66e157a57eb4">problem</a></div><div class="ttdeci">void problem(const double *x, double *y, double *dy)</div><div class="ttdoc">Problem statement for a system with first-order differential equations.</div><div class="ttdef"><b>Definition:</b> ode_midpoint_euler.c:54</div></div>
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<div class="ttc" id="aode__midpoint__euler_8c_html_affe6cc2ab040b94a29e6c41782f72d51"><div class="ttname"><a href="../../d1/dc2/ode__midpoint__euler_8c.html#affe6cc2ab040b94a29e6c41782f72d51">midpoint_euler_step</a></div><div class="ttdeci">void midpoint_euler_step(double dx, double *x, double *y, double *dy)</div><div class="ttdoc">Compute next step approximation using the midpoint-Euler method.</div><div class="ttdef"><b>Definition:</b> ode_midpoint_euler.c:83</div></div>
<div class="ttc" id="aode__midpoint__euler_8c_html_a9ceb646336224ee890a269d0b4600d09"><div class="ttname"><a href="../../d1/dc2/ode__midpoint__euler_8c.html#a9ceb646336224ee890a269d0b4600d09">order</a></div><div class="ttdeci">#define order</div><div class="ttdoc">number of dependent variables in problem</div><div class="ttdef"><b>Definition:</b> ode_midpoint_euler.c:43</div></div>
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@ -3,7 +3,7 @@
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@ -204,6 +204,7 @@ Functions</h2></td></tr>
<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160; <a class="code" href="../../d1/ded/group__misc.html#gaa8dca7b867074164d5f45b0f3851269d">test</a>(); <span class="comment">// execute the tests</span></div>
<div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160; <span class="keywordflow">return</span> 0;</div>
<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160;}</div>
<div class="ttc" id="agroup__misc_html_gaa8dca7b867074164d5f45b0f3851269d"><div class="ttname"><a href="../../d1/ded/group__misc.html#gaa8dca7b867074164d5f45b0f3851269d">test</a></div><div class="ttdeci">static void test()</div><div class="ttdoc">Test implementations.</div><div class="ttdef"><b>Definition:</b> prime_seive.c:56</div></div>
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<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160; p[2]=1;</div>
<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160; p[0]=p[1]=0; </div>
<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160;}</div>
<div class="ttc" id="aprime__seive_8c_html_ac1215a37edfa07d37edf6ec65f2235c7"><div class="ttname"><a href="../../db/dd5/prime__seive_8c.html#ac1215a37edfa07d37edf6ec65f2235c7">MAX_SIZE</a></div><div class="ttdeci">const unsigned long long MAX_SIZE</div><div class="ttdoc">for assert for standard input output for general purpose standard library</div><div class="ttdef"><b>Definition:</b> prime_seive.c:11</div></div>
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@ -288,6 +290,8 @@ Here is the call graph for this function:</div>
<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160; assert(<a class="code" href="../../d1/ded/group__misc.html#ga6f8e8c9d25b5891d57e588d80d75028a">count</a>(arr,size)==4);</div>
<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160; printf(<span class="stringliteral">&quot;Passed\n&quot;</span>);</div>
<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160;}</div>
<div class="ttc" id="agroup__misc_html_ga6f8e8c9d25b5891d57e588d80d75028a"><div class="ttname"><a href="../../d1/ded/group__misc.html#ga6f8e8c9d25b5891d57e588d80d75028a">count</a></div><div class="ttdeci">int count(int *arr, const int size)</div><div class="ttdoc">Count func counts the number of prime numbers.</div><div class="ttdef"><b>Definition:</b> prime_seive.c:42</div></div>
<div class="ttc" id="agroup__misc_html_gac1a7a8e00eeb590511465c28fae16e54"><div class="ttname"><a href="../../d1/ded/group__misc.html#gac1a7a8e00eeb590511465c28fae16e54">prime</a></div><div class="ttdeci">void prime(int *p)</div><div class="ttdoc">Prime Sieve works in O(nlogn) time.</div><div class="ttdef"><b>Definition:</b> prime_seive.c:21</div></div>
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<div class="ttc" id="aprime__seive_8c_html_ac1215a37edfa07d37edf6ec65f2235c7"><div class="ttname"><a href="../../db/dd5/prime__seive_8c.html#ac1215a37edfa07d37edf6ec65f2235c7">MAX_SIZE</a></div><div class="ttdeci">const unsigned long long MAX_SIZE</div><div class="ttdoc">for assert for standard input output for general purpose standard library</div><div class="ttdef"><b>Definition:</b> prime_seive.c:11</div></div>
<div class="ttc" id="agroup__misc_html_ga6f8e8c9d25b5891d57e588d80d75028a"><div class="ttname"><a href="../../d1/ded/group__misc.html#ga6f8e8c9d25b5891d57e588d80d75028a">count</a></div><div class="ttdeci">int count(int *arr, const int size)</div><div class="ttdoc">Count func counts the number of prime numbers.</div><div class="ttdef"><b>Definition:</b> prime_seive.c:42</div></div>
<div class="ttc" id="agroup__misc_html_gac1a7a8e00eeb590511465c28fae16e54"><div class="ttname"><a href="../../d1/ded/group__misc.html#gac1a7a8e00eeb590511465c28fae16e54">prime</a></div><div class="ttdeci">void prime(int *p)</div><div class="ttdoc">Prime Sieve works in O(nlogn) time.</div><div class="ttdef"><b>Definition:</b> prime_seive.c:21</div></div>
<div class="ttc" id="agroup__misc_html_gaa8dca7b867074164d5f45b0f3851269d"><div class="ttname"><a href="../../d1/ded/group__misc.html#gaa8dca7b867074164d5f45b0f3851269d">test</a></div><div class="ttdeci">static void test()</div><div class="ttdoc">Test implementations.</div><div class="ttdef"><b>Definition:</b> prime_seive.c:56</div></div>
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<div class="ttc" id="abubble__sort_8c_html_ad126fa7239be97373c96861adc70b1d3"><div class="ttname"><a href="../../dd/de4/bubble__sort_8c.html#ad126fa7239be97373c96861adc70b1d3">swap</a></div><div class="ttdeci">void swap(int *first, int *second)</div><div class="ttdoc">Swap two values by using pointer.</div><div class="ttdef"><b>Definition:</b> bubble_sort.c:31</div></div>
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<div class="ttc" id="audp__server_8c_html_ae66f6b31b5ad750f1fe042a706a4e3d4"><div class="ttname"><a href="../../d8/dca/udp__server_8c.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main</a></div><div class="ttdeci">int main()</div><div class="ttdoc">Driver code.</div><div class="ttdef"><b>Definition:</b> udp_server.c:35</div></div>
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<div class="ttc" id="agroup__kohonen__2d_html_gac6afabdc09a49a433ee19d8a9486056d"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#gac6afabdc09a49a433ee19d8a9486056d">min</a></div><div class="ttdeci">#define min(a, b)</div><div class="ttdoc">shorthand for minimum value</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:43</div></div>
<div class="ttc" id="ahexadecimal__to__octal2_8c_html_a4d7524efe6e2917b3674445b7269906b"><div class="ttname"><a href="../../d0/dd9/hexadecimal__to__octal2_8c.html#a4d7524efe6e2917b3674445b7269906b">hex_to_oct</a></div><div class="ttdeci">const char * hex_to_oct(const char *hex)</div><div class="ttdoc">for printf() and fgets()</div><div class="ttdef"><b>Definition:</b> hexadecimal_to_octal2.c:24</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_gaffe776513b24d84b39af8ab0930fef7f"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#gaffe776513b24d84b39af8ab0930fef7f">max</a></div><div class="ttdeci">#define max(a, b)</div><div class="ttdoc">shorthand for maximum value</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:39</div></div>
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<div class="ttc" id="ac__atoi__str__to__integer_8c_html_ad19049ebfc2088bc1e75e7e958f7b60f"><div class="ttname"><a href="../../d7/dd8/c__atoi__str__to__integer_8c.html#ad19049ebfc2088bc1e75e7e958f7b60f">c_atoi</a></div><div class="ttdeci">int c_atoi(const char *str)</div><div class="ttdoc">the function take a string and return an integer</div><div class="ttdef"><b>Definition:</b> c_atoi_str_to_integer.c:16</div></div>
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<div class="ttc" id="astruct_c_array_html"><div class="ttname"><a href="../../d4/d2d/struct_c_array.html">CArray</a></div><div class="ttdef"><b>Definition:</b> carray.h:32</div></div>
<div class="ttc" id="aclient_8c_html_ac17020a38607ab29ce18939d5194a32a"><div class="ttname"><a href="../../dd/d93/client_8c.html#ac17020a38607ab29ce18939d5194a32a">func</a></div><div class="ttdeci">void func(int sockfd)</div><div class="ttdoc">Continuous loop to send and receive over the socket.</div><div class="ttdef"><b>Definition:</b> client.c:37</div></div>
<div class="ttc" id="adecimal__to__binary__recursion_8c_html_acbbe6358ec95b3201865a72b2ac522c8"><div class="ttname"><a href="../../d8/d30/decimal__to__binary__recursion_8c.html#acbbe6358ec95b3201865a72b2ac522c8">decimal_to_binary</a></div><div class="ttdeci">int decimal_to_binary(unsigned int number)</div><div class="ttdoc">Decimal to binary using recursion algorithm.</div><div class="ttdef"><b>Definition:</b> decimal_to_binary_recursion.c:14</div></div>
<div class="ttc" id="ac__atoi__str__to__integer_8c_html_a8c66c03637e48e375b80b5d7791e57be"><div class="ttname"><a href="../../d7/dd8/c__atoi__str__to__integer_8c.html#a8c66c03637e48e375b80b5d7791e57be">test_c_atoi</a></div><div class="ttdeci">void test_c_atoi()</div><div class="ttdoc">test the function implementation</div><div class="ttdef"><b>Definition:</b> c_atoi_str_to_integer.c:56</div></div>
<div class="ttc" id="aclient_8c_html_a1e43924adac4ae865aa0acf79710261c"><div class="ttname"><a href="../../dd/d93/client_8c.html#a1e43924adac4ae865aa0acf79710261c">SA</a></div><div class="ttdeci">#define SA</div><div class="ttdoc">shortname for sockaddr</div><div class="ttdef"><b>Definition:</b> client.c:30</div></div>
<div class="ttc" id="aserver_8c_html_a1e43924adac4ae865aa0acf79710261c"><div class="ttname"><a href="../../d1/d20/server_8c.html#a1e43924adac4ae865aa0acf79710261c">SA</a></div><div class="ttdeci">#define SA</div><div class="ttdoc">shortname for sockaddr</div><div class="ttdef"><b>Definition:</b> server.c:35</div></div>
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@ -297,6 +297,15 @@ int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../..
<div class="line"><a name="l00451"></a><span class="lineno"> 451</span>&#160; free(X);</div>
<div class="line"><a name="l00452"></a><span class="lineno"> 452</span>&#160; free(W.data);</div>
<div class="line"><a name="l00453"></a><span class="lineno"> 453</span>&#160;}</div>
<div class="ttc" id="agroup__kohonen__2d_html_ga49d35f68f5d11d8ef6f8cce0d0e7bcba"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#ga49d35f68f5d11d8ef6f8cce0d0e7bcba">save_u_matrix</a></div><div class="ttdeci">int save_u_matrix(const char *fname, struct kohonen_array_3d *W)</div><div class="ttdoc">Create the distance matrix or U-matrix from the trained weights and save to disk.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:139</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_ga6824dc6d973eb3339af7aef5fea78b0c"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#ga6824dc6d973eb3339af7aef5fea78b0c">save_2d_data</a></div><div class="ttdeci">int save_2d_data(const char *fname, double **X, int num_points, int num_features)</div><div class="ttdoc">Save a given n-dimensional data martix to file.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:102</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_ga8df35f04c1762a01dcf108fa13b897d6"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#ga8df35f04c1762a01dcf108fa13b897d6">kohonen_data_3d</a></div><div class="ttdeci">double * kohonen_data_3d(const struct kohonen_array_3d *arr, int x, int y, int z)</div><div class="ttdoc">Function that returns the pointer to (x, y, z) ^th location in the linear 3D array given by:</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:67</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_gacb42eda8af6ebd6a141a34ab00a0b710"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#gacb42eda8af6ebd6a141a34ab00a0b710">kohonen_som</a></div><div class="ttdeci">void kohonen_som(double **X, struct kohonen_array_3d *W, int num_samples, int num_features, int num_out, double alpha_min)</div><div class="ttdoc">Apply incremental algorithm with updating neighborhood and learning rates on all samples in the given...</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:314</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_gaf5ce14f026d6d231bef29161bac2b485"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#gaf5ce14f026d6d231bef29161bac2b485">_random</a></div><div class="ttdeci">double _random(double a, double b)</div><div class="ttdoc">Helper function to generate a random number in a given interval.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:87</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_gaffe776513b24d84b39af8ab0930fef7f"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#gaffe776513b24d84b39af8ab0930fef7f">max</a></div><div class="ttdeci">#define max(a, b)</div><div class="ttdoc">shorthand for maximum value</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:39</div></div>
<div class="ttc" id="akohonen__som__topology_8c_html_adb5ded007be1fd666fab9affe6764018"><div class="ttname"><a href="../../d2/df6/kohonen__som__topology_8c.html#adb5ded007be1fd666fab9affe6764018">test_2d_classes</a></div><div class="ttdeci">void test_2d_classes(double *const *data, int N)</div><div class="ttdoc">Creates a random set of points distributed in four clusters in 3D space with centroids at the points.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:366</div></div>
<div class="ttc" id="astructkohonen__array__3d_html"><div class="ttname"><a href="../../d8/db8/structkohonen__array__3d.html">kohonen_array_3d</a></div><div class="ttdoc">to store info regarding 3D arrays</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:48</div></div>
<div class="ttc" id="astructkohonen__array__3d_html_a16720581653fa9a34d1029e7229a7377"><div class="ttname"><a href="../../d8/db8/structkohonen__array__3d.html#a16720581653fa9a34d1029e7229a7377">kohonen_array_3d::dim1</a></div><div class="ttdeci">int dim1</div><div class="ttdoc">lengths of first dimension</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:49</div></div>
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<div class="line"><a name="l00550"></a><span class="lineno"> 550</span>&#160; free(X);</div>
<div class="line"><a name="l00551"></a><span class="lineno"> 551</span>&#160; free(W.data);</div>
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<div class="line"><a name="l00652"></a><span class="lineno"> 652</span>&#160; free(X);</div>
<div class="line"><a name="l00653"></a><span class="lineno"> 653</span>&#160; free(W.data);</div>
<div class="line"><a name="l00654"></a><span class="lineno"> 654</span>&#160;}</div>
<div class="ttc" id="akohonen__som__topology_8c_html_a5bb02a8322d717ead1b11182c5f02a3a"><div class="ttname"><a href="../../d2/df6/kohonen__som__topology_8c.html#a5bb02a8322d717ead1b11182c5f02a3a">test_3d_classes2</a></div><div class="ttdeci">void test_3d_classes2(double *const *data, int N)</div><div class="ttdoc">Creates a random set of points distributed in four clusters in 3D space with centroids at the points.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:564</div></div>
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<div class="line"><a name="l00394"></a><span class="lineno"> 394</span>&#160;<span class="comment"> */</span></div>
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<div class="ttc" id="astructdata_html"><div class="ttname"><a href="../../df/dea/structdata.html">data</a></div><div class="ttdef"><b>Definition:</b> prime_factoriziation.c:25</div></div>
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<div class="ttc" id="astructdata_html"><div class="ttname"><a href="../../df/dea/structdata.html">data</a></div><div class="ttdef"><b>Definition:</b> prime_factoriziation.c:25</div></div>
<div class="ttc" id="akohonen__som__topology_8c_html_ad9e25202bb8b481461f932668f249dbc"><div class="ttname"><a href="../../d2/df6/kohonen__som__topology_8c.html#ad9e25202bb8b481461f932668f249dbc">test_3d_classes1</a></div><div class="ttdeci">void test_3d_classes1(double *const *data, int N)</div><div class="ttdoc">Creates a random set of points distributed in four clusters in 3D space with centroids at the points.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:465</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_ga6824dc6d973eb3339af7aef5fea78b0c"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#ga6824dc6d973eb3339af7aef5fea78b0c">save_2d_data</a></div><div class="ttdeci">int save_2d_data(const char *fname, double **X, int num_points, int num_features)</div><div class="ttdoc">Save a given n-dimensional data martix to file.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:102</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_gaf5ce14f026d6d231bef29161bac2b485"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#gaf5ce14f026d6d231bef29161bac2b485">_random</a></div><div class="ttdeci">double _random(double a, double b)</div><div class="ttdoc">Helper function to generate a random number in a given interval.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:87</div></div>
<div class="ttc" id="akohonen__som__topology_8c_html_a5bb02a8322d717ead1b11182c5f02a3a"><div class="ttname"><a href="../../d2/df6/kohonen__som__topology_8c.html#a5bb02a8322d717ead1b11182c5f02a3a">test_3d_classes2</a></div><div class="ttdeci">void test_3d_classes2(double *const *data, int N)</div><div class="ttdoc">Creates a random set of points distributed in four clusters in 3D space with centroids at the points.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:564</div></div>
<div class="ttc" id="astructkohonen__array__3d_html"><div class="ttname"><a href="../../d8/db8/structkohonen__array__3d.html">kohonen_array_3d</a></div><div class="ttdoc">to store info regarding 3D arrays</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:48</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_gacb42eda8af6ebd6a141a34ab00a0b710"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#gacb42eda8af6ebd6a141a34ab00a0b710">kohonen_som</a></div><div class="ttdeci">void kohonen_som(double **X, struct kohonen_array_3d *W, int num_samples, int num_features, int num_out, double alpha_min)</div><div class="ttdoc">Apply incremental algorithm with updating neighborhood and learning rates on all samples in the given...</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:314</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_gaffe776513b24d84b39af8ab0930fef7f"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#gaffe776513b24d84b39af8ab0930fef7f">max</a></div><div class="ttdeci">#define max(a, b)</div><div class="ttdoc">shorthand for maximum value</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:39</div></div>
<div class="ttc" id="astructkohonen__array__3d_html_a16720581653fa9a34d1029e7229a7377"><div class="ttname"><a href="../../d8/db8/structkohonen__array__3d.html#a16720581653fa9a34d1029e7229a7377">kohonen_array_3d::dim1</a></div><div class="ttdeci">int dim1</div><div class="ttdoc">lengths of first dimension</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:49</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_ga49d35f68f5d11d8ef6f8cce0d0e7bcba"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#ga49d35f68f5d11d8ef6f8cce0d0e7bcba">save_u_matrix</a></div><div class="ttdeci">int save_u_matrix(const char *fname, struct kohonen_array_3d *W)</div><div class="ttdoc">Create the distance matrix or U-matrix from the trained weights and save to disk.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:139</div></div>
<div class="ttc" id="agroup__kohonen__2d_html_ga8df35f04c1762a01dcf108fa13b897d6"><div class="ttname"><a href="../../d1/d6b/group__kohonen__2d.html#ga8df35f04c1762a01dcf108fa13b897d6">kohonen_data_3d</a></div><div class="ttdeci">double * kohonen_data_3d(const struct kohonen_array_3d *arr, int x, int y, int z)</div><div class="ttdoc">Function that returns the pointer to (x, y, z) ^th location in the linear 3D array given by:</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:67</div></div>
<div class="ttc" id="akohonen__som__topology_8c_html_adb5ded007be1fd666fab9affe6764018"><div class="ttname"><a href="../../d2/df6/kohonen__som__topology_8c.html#adb5ded007be1fd666fab9affe6764018">test_2d_classes</a></div><div class="ttdeci">void test_2d_classes(double *const *data, int N)</div><div class="ttdoc">Creates a random set of points distributed in four clusters in 3D space with centroids at the points.</div><div class="ttdef"><b>Definition:</b> kohonen_som_topology.c:366</div></div>
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@ -150,7 +150,7 @@ int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../..
<p>To implement <a href="https://en.wikipedia.org/wiki/Van_der_Pol_oscillator">Van der Pol oscillator</a>, change the <a class="el" href="../../d4/d07/ode__forward__euler_8c.html#a97075291390a68c262ed66e157a57eb4" title="Problem statement for a system with first-order differential equations.">problem</a> function to: </p><div class="fragment"><div class="line"><span class="keyword">const</span> <span class="keywordtype">double</span> mu = 2.0;</div>
<div class="line">dy[0] = y[1];</div>
<div class="line">dy[1] = mu * (1.f - y[0] * y[0]) * y[1] - y[0];</div>
</div><!-- fragment --><dl class="section see"><dt>See also</dt><dd><a class="el" href="../../d1/dc2/ode__midpoint__euler_8c.html" title="Solve a multivariable first order ordinary differential equation (ODEs) using midpoint Euler method">ode_midpoint_euler.c</a>, <a class="el" href="../../d4/d99/ode__semi__implicit__euler_8c.html" title="Solve a multivariable first order ordinary differential equation (ODEs) using semi implicit Euler met...">ode_semi_implicit_euler.c</a> </dd></dl>
</div><!-- fragment --> <dl class="section see"><dt>See also</dt><dd><a class="el" href="../../d1/dc2/ode__midpoint__euler_8c.html" title="Solve a multivariable first order ordinary differential equation (ODEs) using midpoint Euler method">ode_midpoint_euler.c</a>, <a class="el" href="../../d4/d99/ode__semi__implicit__euler_8c.html" title="Solve a multivariable first order ordinary differential equation (ODEs) using semi implicit Euler met...">ode_semi_implicit_euler.c</a> </dd></dl>
</div><h2 class="groupheader">Function Documentation</h2>
<a id="a8caee977b26888d34040b122e0e28e3a"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a8caee977b26888d34040b122e0e28e3a">&#9670;&nbsp;</a></span>exact_solution()</h2>
@ -282,6 +282,8 @@ int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="../..
<div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160; </div>
<div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160; <span class="keywordflow">return</span> (<span class="keywordtype">double</span>)(t2 - t1) / CLOCKS_PER_SEC;</div>
<div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160;}</div>
<div class="ttc" id="aode__forward__euler_8c_html_a9ceb646336224ee890a269d0b4600d09"><div class="ttname"><a href="../../d4/d07/ode__forward__euler_8c.html#a9ceb646336224ee890a269d0b4600d09">order</a></div><div class="ttdeci">#define order</div><div class="ttdoc">number of dependent variables in problem</div><div class="ttdef"><b>Definition:</b> ode_forward_euler.c:44</div></div>
<div class="ttc" id="aode__forward__euler_8c_html_ae6c9413953c8d9d4bc9e374b29586350"><div class="ttname"><a href="../../d4/d07/ode__forward__euler_8c.html#ae6c9413953c8d9d4bc9e374b29586350">forward_euler_step</a></div><div class="ttdeci">void forward_euler_step(const double dx, const double *x, double *y, double *dy)</div><div class="ttdoc">Compute next step approximation using the forward-Euler method.</div><div class="ttdef"><b>Definition:</b> ode_forward_euler.c:82</div></div>
</div><!-- fragment --><div class="dynheader">
Here is the call graph for this function:</div>
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@ -347,6 +349,7 @@ Here is the call graph for this function:</div>
<div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; <a class="code" href="../../d4/d07/ode__forward__euler_8c.html#a97075291390a68c262ed66e157a57eb4">problem</a>(x, y, dy);</div>
<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; <span class="keywordflow">for</span> (o = 0; o &lt; <a class="code" href="../../d4/d07/ode__forward__euler_8c.html#a9ceb646336224ee890a269d0b4600d09">order</a>; o++) y[o] += dx * dy[o];</div>
<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160;}</div>
<div class="ttc" id="aode__forward__euler_8c_html_a97075291390a68c262ed66e157a57eb4"><div class="ttname"><a href="../../d4/d07/ode__forward__euler_8c.html#a97075291390a68c262ed66e157a57eb4">problem</a></div><div class="ttdeci">void problem(const double *x, double *y, double *dy)</div><div class="ttdoc">Problem statement for a system with first-order differential equations.</div><div class="ttdef"><b>Definition:</b> ode_forward_euler.c:55</div></div>
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</div>
</div><!-- contents -->
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<div class="ttc" id="aode__forward__euler_8c_html_ae6c9413953c8d9d4bc9e374b29586350"><div class="ttname"><a href="../../d4/d07/ode__forward__euler_8c.html#ae6c9413953c8d9d4bc9e374b29586350">forward_euler_step</a></div><div class="ttdeci">void forward_euler_step(const double dx, const double *x, double *y, double *dy)</div><div class="ttdoc">Compute next step approximation using the forward-Euler method.</div><div class="ttdef"><b>Definition:</b> ode_forward_euler.c:82</div></div>
<div class="ttc" id="aode__forward__euler_8c_html_a97075291390a68c262ed66e157a57eb4"><div class="ttname"><a href="../../d4/d07/ode__forward__euler_8c.html#a97075291390a68c262ed66e157a57eb4">problem</a></div><div class="ttdeci">void problem(const double *x, double *y, double *dy)</div><div class="ttdoc">Problem statement for a system with first-order differential equations.</div><div class="ttdef"><b>Definition:</b> ode_forward_euler.c:55</div></div>
<div class="ttc" id="aode__forward__euler_8c_html_a9ceb646336224ee890a269d0b4600d09"><div class="ttname"><a href="../../d4/d07/ode__forward__euler_8c.html#a9ceb646336224ee890a269d0b4600d09">order</a></div><div class="ttdeci">#define order</div><div class="ttdoc">number of dependent variables in problem</div><div class="ttdef"><b>Definition:</b> ode_forward_euler.c:44</div></div>
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