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67	<h1>mat.h File Reference</h1>Matrix Class Definitions.
68	<a href="#_details">More...</a>
69	<p>
70	<code>#include <itpp/config.h></code><br>
71	<code>#include <<a class="el" href="itassert_8h-source.html">itpp/base/itassert.h</a>></code><br>
72	<code>#include <<a class="el" href="misc_8h-source.html">itpp/base/math/misc.h</a>></code><br>
73	<code>#include <<a class="el" href="factory_8h-source.html">itpp/base/factory.h</a>></code><br>
74	<code>#include <<a class="el" href="vec_8h-source.html">itpp/base/vec.h</a>></code><br>
75
76	<p>
77	<a href="mat_8h-source.html">Go to the source code of this file.</a><table border="0" cellpadding="0" cellspacing="0">
78	<tr><td></td></tr>
79	<tr><td colspan="2"><br><h2>Classes</h2></td></tr>
80	<tr><td class="memItemLeft" nowrap align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classitpp_1_1Mat.html">itpp::Mat< Num_T ></a></td></tr>
81
82	<tr><td class="mdescLeft"> </td><td class="mdescRight">Matrix Class (Templated). <a href="classitpp_1_1Mat.html#_details">More...</a><br></td></tr>
83	<tr><td colspan="2"><br><h2>Typedefs</h2></td></tr>
84	<tr><td class="memItemLeft" nowrap align="right" valign="top"><a class="anchor" name="f90acd1af41bf2d1d8a4bb23662fff69"></a><!-- doxytag: member="mat.h::bmat" ref="f90acd1af41bf2d1d8a4bb23662fff69" args="" -->
85	typedef Mat< bin > </td><td class="memItemRight" valign="bottom"><a class="el" href="mat_8h.html#f90acd1af41bf2d1d8a4bb23662fff69">bmat</a></td></tr>
86
87	<tr><td class="mdescLeft"> </td><td class="mdescRight">bin matrix <br></td></tr>
88	<tr><td colspan="2"><br><h2>Functions</h2></td></tr>
89	<tr><td class="memTemplParams" nowrap colspan="2">template<class Num_T > </td></tr>
90	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#6c8423430ad9fe5b6bc4ab94c185da5f">itpp::concat_horizontal</a> (const Mat< Num_T > &m1, const Mat< Num_T > &m2)</td></tr>
91
92	<tr><td class="mdescLeft"> </td><td class="mdescRight">Horizontal concatenation of two matrices. <a href="#6c8423430ad9fe5b6bc4ab94c185da5f"></a><br></td></tr>
93	<tr><td class="memTemplParams" nowrap colspan="2">template<class Num_T > </td></tr>
94	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#fae721f5db622df3d372ea0b743b3096">itpp::concat_vertical</a> (const Mat< Num_T > &m1, const Mat< Num_T > &m2)</td></tr>
95
96	<tr><td class="mdescLeft"> </td><td class="mdescRight">Vertical concatenation of two matrices. <a href="#fae721f5db622df3d372ea0b743b3096"></a><br></td></tr>
97	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="4732cb63b3f5d00383cead0dca2f8052"></a><!-- doxytag: member="mat.h::operator+" ref="4732cb63b3f5d00383cead0dca2f8052" args="(const Mat< Num_T > &m1, const Mat< Num_T > &m2)" -->
98	template<class Num_T > </td></tr>
99	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#4732cb63b3f5d00383cead0dca2f8052">itpp::operator+</a> (const Mat< Num_T > &m1, const Mat< Num_T > &m2)</td></tr>
100
101	<tr><td class="mdescLeft"> </td><td class="mdescRight">Addition of two matrices. <br></td></tr>
102	<tr><td class="memTemplParams" nowrap colspan="2">template<class Num_T > </td></tr>
103	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#ff786dd89adbeb67da654a821b54a056">itpp::operator+</a> (const Mat< Num_T > &m, Num_T t)</td></tr>
104
105	<tr><td class="mdescLeft"> </td><td class="mdescRight">Addition of a matrix and a scalar. <a href="#ff786dd89adbeb67da654a821b54a056"></a><br></td></tr>
106	<tr><td class="memTemplParams" nowrap colspan="2">template<class Num_T > </td></tr>
107	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#69cbdd2678dcca545aa1118ffe26bb2f">itpp::operator+</a> (Num_T t, const Mat< Num_T > &m)</td></tr>
108
109	<tr><td class="mdescLeft"> </td><td class="mdescRight">Addition of a scalar and a matrix. <a href="#69cbdd2678dcca545aa1118ffe26bb2f"></a><br></td></tr>
110	<tr><td class="memTemplParams" nowrap colspan="2">template<class Num_T > </td></tr>
111	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#0e450ccc5e60e78138a6c4bbf3c28072">itpp::operator-</a> (const Mat< Num_T > &m1, const Mat< Num_T > &m2)</td></tr>
112
113	<tr><td class="mdescLeft"> </td><td class="mdescRight">Subtraction of two matrices. <a href="#0e450ccc5e60e78138a6c4bbf3c28072"></a><br></td></tr>
114	<tr><td class="memTemplParams" nowrap colspan="2">template<class Num_T > </td></tr>
115	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#781332883f04bba3994058ee352e8454">itpp::operator-</a> (const Mat< Num_T > &m, Num_T t)</td></tr>
116
117	<tr><td class="mdescLeft"> </td><td class="mdescRight">Subtraction of matrix and scalar. <a href="#781332883f04bba3994058ee352e8454"></a><br></td></tr>
118	<tr><td class="memTemplParams" nowrap colspan="2">template<class Num_T > </td></tr>
119	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#ef80ea9ebd7e616db43eb2a30c2dcb9f">itpp::operator-</a> (Num_T t, const Mat< Num_T > &m)</td></tr>
120
121	<tr><td class="mdescLeft"> </td><td class="mdescRight">Subtraction of scalar and matrix. <a href="#ef80ea9ebd7e616db43eb2a30c2dcb9f"></a><br></td></tr>
122	<tr><td class="memTemplParams" nowrap colspan="2">template<class Num_T > </td></tr>
123	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#685d32970f0ef865dca5377adb60836c">itpp::operator-</a> (const Mat< Num_T > &m)</td></tr>
124
125	<tr><td class="mdescLeft"> </td><td class="mdescRight">Negation of matrix. <a href="#685d32970f0ef865dca5377adb60836c"></a><br></td></tr>
126	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="7df01c7375adad548c55f012772863c2"></a><!-- doxytag: member="mat.h::operator*" ref="7df01c7375adad548c55f012772863c2" args="(const Mat< Num_T > &m1, const Mat< Num_T > &m2)" -->
127	template<class Num_T > </td></tr>
128	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#7df01c7375adad548c55f012772863c2">itpp::operator*</a> (const Mat< Num_T > &m1, const Mat< Num_T > &m2)</td></tr>
129
130	<tr><td class="mdescLeft"> </td><td class="mdescRight">Multiplication of two matrices. <br></td></tr>
131	<tr><td class="memTemplParams" nowrap colspan="2">template<class Num_T > </td></tr>
132	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Vec< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#e83b9715b72b9867372aa2a626df413e">itpp::operator*</a> (const Mat< Num_T > &m, const Vec< Num_T > &v)</td></tr>
133
134	<tr><td class="mdescLeft"> </td><td class="mdescRight">Multiplication of matrix and vector. <a href="#e83b9715b72b9867372aa2a626df413e"></a><br></td></tr>
135	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="14643dcd039410342a0f7cb655651d36"></a><!-- doxytag: member="mat.h::operator*" ref="14643dcd039410342a0f7cb655651d36" args="(const Mat< Num_T > &m, Num_T t)" -->
136	template<class Num_T > </td></tr>
137	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#14643dcd039410342a0f7cb655651d36">itpp::operator*</a> (const Mat< Num_T > &m, Num_T t)</td></tr>
138
139	<tr><td class="mdescLeft"> </td><td class="mdescRight">Multiplication of matrix and scalar. <br></td></tr>
140	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="ca29410a175b624ed778bac40ebd1151"></a><!-- doxytag: member="mat.h::operator*" ref="ca29410a175b624ed778bac40ebd1151" args="(Num_T t, const Mat< Num_T > &m)" -->
141	template<class Num_T > </td></tr>
142	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#ca29410a175b624ed778bac40ebd1151">itpp::operator*</a> (Num_T t, const Mat< Num_T > &m)</td></tr>
143
144	<tr><td class="mdescLeft"> </td><td class="mdescRight">Multiplication of scalar and matrix. <br></td></tr>
145	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="530f0310ea364dfdcb330cb349e4dc99"></a><!-- doxytag: member="mat.h::elem_mult" ref="530f0310ea364dfdcb330cb349e4dc99" args="(const Mat< Num_T > &m1, const Mat< Num_T > &m2)" -->
146	template<class Num_T > </td></tr>
147	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#530f0310ea364dfdcb330cb349e4dc99">itpp::elem_mult</a> (const Mat< Num_T > &m1, const Mat< Num_T > &m2)</td></tr>
148
149	<tr><td class="mdescLeft"> </td><td class="mdescRight">Element wise multiplication of two matrices. <br></td></tr>
150	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="26fadf57dbed25c0053997c7d4c76d9c"></a><!-- doxytag: member="mat.h::elem_mult_out" ref="26fadf57dbed25c0053997c7d4c76d9c" args="(const Mat< Num_T > &m1, const Mat< Num_T > &m2, Mat< Num_T > &out)" -->
151	template<class Num_T > </td></tr>
152	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">void </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#26fadf57dbed25c0053997c7d4c76d9c">itpp::elem_mult_out</a> (const Mat< Num_T > &m1, const Mat< Num_T > &m2, Mat< Num_T > &out)</td></tr>
153
154	<tr><td class="mdescLeft"> </td><td class="mdescRight">Element wise multiplication of two matrices, storing the result in matrix <code>out</code>. <br></td></tr>
155	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="07043837cb6e50bdadf7767c92345688"></a><!-- doxytag: member="mat.h::elem_mult_out" ref="07043837cb6e50bdadf7767c92345688" args="(const Mat< Num_T > &m1, const Mat< Num_T > &m2, const Mat< Num_T > &m3, Mat< Num_T > &out)" -->
156	template<class Num_T > </td></tr>
157	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">void </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#07043837cb6e50bdadf7767c92345688">itpp::elem_mult_out</a> (const Mat< Num_T > &m1, const Mat< Num_T > &m2, const Mat< Num_T > &m3, Mat< Num_T > &out)</td></tr>
158
159	<tr><td class="mdescLeft"> </td><td class="mdescRight">Element wise multiplication of three matrices, storing the result in matrix <code>out</code>. <br></td></tr>
160	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="cc7f0c98e7c7b0cc79a2fae0d0785dd7"></a><!-- doxytag: member="mat.h::elem_mult_out" ref="cc7f0c98e7c7b0cc79a2fae0d0785dd7" args="(const Mat< Num_T > &m1, const Mat< Num_T > &m2, const Mat< Num_T > &m3, const Mat< Num_T > &m4, Mat< Num_T > &out)" -->
161	template<class Num_T > </td></tr>
162	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">void </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#cc7f0c98e7c7b0cc79a2fae0d0785dd7">itpp::elem_mult_out</a> (const Mat< Num_T > &m1, const Mat< Num_T > &m2, const Mat< Num_T > &m3, const Mat< Num_T > &m4, Mat< Num_T > &out)</td></tr>
163
164	<tr><td class="mdescLeft"> </td><td class="mdescRight">Element wise multiplication of four matrices, storing the result in matrix <code>out</code>. <br></td></tr>
165	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="1b7f20677cc44b812ccf8ba3728e2cea"></a><!-- doxytag: member="mat.h::elem_mult_inplace" ref="1b7f20677cc44b812ccf8ba3728e2cea" args="(const Mat< Num_T > &m1, Mat< Num_T > &m2)" -->
166	template<class Num_T > </td></tr>
167	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">void </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#1b7f20677cc44b812ccf8ba3728e2cea">itpp::elem_mult_inplace</a> (const Mat< Num_T > &m1, Mat< Num_T > &m2)</td></tr>
168
169	<tr><td class="mdescLeft"> </td><td class="mdescRight">In-place element wise multiplication of two matrices. Fast version of B = elem_mult(A, B). <br></td></tr>
170	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="9c2440a892a7d9ab38740250bb70fd12"></a><!-- doxytag: member="mat.h::elem_mult_sum" ref="9c2440a892a7d9ab38740250bb70fd12" args="(const Mat< Num_T > &m1, const Mat< Num_T > &m2)" -->
171	template<class Num_T > </td></tr>
172	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Num_T </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#9c2440a892a7d9ab38740250bb70fd12">itpp::elem_mult_sum</a> (const Mat< Num_T > &m1, const Mat< Num_T > &m2)</td></tr>
173
174	<tr><td class="mdescLeft"> </td><td class="mdescRight">Element wise multiplication of two matrices, followed by summation of the resultant elements. Fast version of sumsum(elem_mult(A, B)). <br></td></tr>
175	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="201677a9fe4d141b88c67a77c8a6bd56"></a><!-- doxytag: member="mat.h::operator/" ref="201677a9fe4d141b88c67a77c8a6bd56" args="(const Mat< Num_T > &m, Num_T t)" -->
176	template<class Num_T > </td></tr>
177	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#201677a9fe4d141b88c67a77c8a6bd56">itpp::operator/</a> (const Mat< Num_T > &m, Num_T t)</td></tr>
178
179	<tr><td class="mdescLeft"> </td><td class="mdescRight">Element-wise division by a scalar. <br></td></tr>
180	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="f5eb6e039baef2b544d7e2fdf6e0eae8"></a><!-- doxytag: member="mat.h::operator/" ref="f5eb6e039baef2b544d7e2fdf6e0eae8" args="(Num_T t, const Mat< Num_T > &m)" -->
181	template<class Num_T > </td></tr>
182	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#f5eb6e039baef2b544d7e2fdf6e0eae8">itpp::operator/</a> (Num_T t, const Mat< Num_T > &m)</td></tr>
183
184	<tr><td class="mdescLeft"> </td><td class="mdescRight">Element-wise division (<code>t</code> is the dividend, elements of <code>m</code> are divisors). <br></td></tr>
185	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="93c0579fe18ec1cc4341a076912582bb"></a><!-- doxytag: member="mat.h::elem_div" ref="93c0579fe18ec1cc4341a076912582bb" args="(const Mat< Num_T > &m1, const Mat< Num_T > &m2)" -->
186	template<class Num_T > </td></tr>
187	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Mat< Num_T > </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#93c0579fe18ec1cc4341a076912582bb">itpp::elem_div</a> (const Mat< Num_T > &m1, const Mat< Num_T > &m2)</td></tr>
188
189	<tr><td class="mdescLeft"> </td><td class="mdescRight">Element wise division of two matrices. <br></td></tr>
190	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="1e26717e4407c510a67ff18fe328e911"></a><!-- doxytag: member="mat.h::elem_div_out" ref="1e26717e4407c510a67ff18fe328e911" args="(const Mat< Num_T > &m1, const Mat< Num_T > &m2, Mat< Num_T > &out)" -->
191	template<class Num_T > </td></tr>
192	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">void </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#1e26717e4407c510a67ff18fe328e911">itpp::elem_div_out</a> (const Mat< Num_T > &m1, const Mat< Num_T > &m2, Mat< Num_T > &out)</td></tr>
193
194	<tr><td class="mdescLeft"> </td><td class="mdescRight">Element wise division of two matrices, storing the result in matrix <code>out</code>. <br></td></tr>
195	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="ca5f3b4d512d573f98d209afcf3e9e01"></a><!-- doxytag: member="mat.h::elem_div_sum" ref="ca5f3b4d512d573f98d209afcf3e9e01" args="(const Mat< Num_T > &m1, const Mat< Num_T > &m2)" -->
196	template<class Num_T > </td></tr>
197	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">Num_T </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#ca5f3b4d512d573f98d209afcf3e9e01">itpp::elem_div_sum</a> (const Mat< Num_T > &m1, const Mat< Num_T > &m2)</td></tr>
198
199	<tr><td class="mdescLeft"> </td><td class="mdescRight">Element wise division of two matrices, followed by summation of the resultant elements. Fast version of sumsum(elem_div(A, B)). <br></td></tr>
200	<tr><td class="memTemplParams" nowrap colspan="2"><a class="anchor" name="1b20a81b4b0337ecd43a027ecbf426b1"></a><!-- doxytag: member="mat.h::operator<<" ref="1b20a81b4b0337ecd43a027ecbf426b1" args="(std::ostream &os, const Mat< Num_T > &m)" -->
201	template<class Num_T > </td></tr>
202	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">std::ostream & </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#1b20a81b4b0337ecd43a027ecbf426b1">itpp::operator<<</a> (std::ostream &os, const Mat< Num_T > &m)</td></tr>
203
204	<tr><td class="mdescLeft"> </td><td class="mdescRight">Output stream for matrices. <br></td></tr>
205	<tr><td class="memTemplParams" nowrap colspan="2">template<class Num_T > </td></tr>
206	<tr><td class="memTemplItemLeft" nowrap align="right" valign="top">std::istream & </td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespaceitpp.html#eb70d828356949df66945d08258e8ed6">itpp::operator>></a> (std::istream &is, Mat< Num_T > &m)</td></tr>
207
208	<tr><td class="mdescLeft"> </td><td class="mdescRight">Input stream for matrices. <a href="#eb70d828356949df66945d08258e8ed6"></a><br></td></tr>
209	</table>
210	<hr><a name="_details"></a><h2>Detailed Description</h2>
211	Matrix Class Definitions.
212	<p>
213	<dl class="author" compact><dt><b>Author:</b></dt><dd>Tony Ottosson, Tobias Ringstrom, Adam Piatyszek and Conrad Sanderson</dd></dl>
214	-------------------------------------------------------------------------<p>
215	Copyright (C) 1995-2008 (see AUTHORS file for a list of contributors)<p>
216	This file is part of IT++ - a C++ library of mathematical, signal processing, speech processing, and communications classes and functions.<p>
217	IT++ is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.<p>
218	IT++ is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.<p>
219	You should have received a copy of the GNU General Public License along with IT++. If not, see <<a href="http://www.gnu.org/licenses/">http://www.gnu.org/licenses/</a>>.<p>
220	------------------------------------------------------------------------- </div>
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