Mercurial > hg > segmenter-vamp-plugin
comparison armadillo-2.4.4/include/armadillo_bits/fn_mean.hpp @ 0:8b6102e2a9b0
Armadillo Library
author | maxzanoni76 <max.zanoni@eecs.qmul.ac.uk> |
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date | Wed, 11 Apr 2012 09:27:06 +0100 |
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-1:000000000000 | 0:8b6102e2a9b0 |
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1 // Copyright (C) 2009-2011 NICTA (www.nicta.com.au) | |
2 // Copyright (C) 2009-2011 Conrad Sanderson | |
3 // | |
4 // This file is part of the Armadillo C++ library. | |
5 // It is provided without any warranty of fitness | |
6 // for any purpose. You can redistribute this file | |
7 // and/or modify it under the terms of the GNU | |
8 // Lesser General Public License (LGPL) as published | |
9 // by the Free Software Foundation, either version 3 | |
10 // of the License or (at your option) any later version. | |
11 // (see http://www.opensource.org/licenses for more info) | |
12 | |
13 | |
14 //! \addtogroup fn_mean | |
15 //! @{ | |
16 | |
17 | |
18 | |
19 template<typename T1> | |
20 arma_inline | |
21 const Op<T1, op_mean> | |
22 mean(const Base<typename T1::elem_type,T1>& X, const uword dim = 0) | |
23 { | |
24 arma_extra_debug_sigprint(); | |
25 | |
26 return Op<T1, op_mean>(X.get_ref(), dim, 0); | |
27 } | |
28 | |
29 | |
30 | |
31 //! Immediate 'find the mean value of a row vector' operation | |
32 template<typename eT> | |
33 inline | |
34 arma_warn_unused | |
35 eT | |
36 mean(const Row<eT>& A) | |
37 { | |
38 arma_extra_debug_sigprint(); | |
39 | |
40 const uword A_n_elem = A.n_elem; | |
41 | |
42 arma_debug_check( (A_n_elem == 0), "mean(): given object has no elements" ); | |
43 | |
44 return op_mean::direct_mean(A.mem, A_n_elem); | |
45 } | |
46 | |
47 | |
48 | |
49 //! Immediate 'find the mean value of a column vector' operation | |
50 template<typename eT> | |
51 inline | |
52 arma_warn_unused | |
53 eT | |
54 mean(const Col<eT>& A) | |
55 { | |
56 arma_extra_debug_sigprint(); | |
57 | |
58 const uword A_n_elem = A.n_elem; | |
59 | |
60 arma_debug_check( (A_n_elem == 0), "mean(): given object has no elements" ); | |
61 | |
62 return op_mean::direct_mean(A.mem, A_n_elem); | |
63 } | |
64 | |
65 | |
66 | |
67 //! \brief | |
68 //! Immediate 'find mean value' operation, | |
69 //! invoked, for example, by: mean(mean(A)) | |
70 template<typename T1> | |
71 inline | |
72 arma_warn_unused | |
73 typename T1::elem_type | |
74 mean(const Op<T1, op_mean>& in) | |
75 { | |
76 arma_extra_debug_sigprint(); | |
77 arma_extra_debug_print("mean(): two consecutive mean() calls detected"); | |
78 | |
79 typedef typename T1::elem_type eT; | |
80 | |
81 const unwrap<T1> tmp1(in.m); | |
82 const Mat<eT>& X = tmp1.M; | |
83 | |
84 const uword X_n_elem = X.n_elem; | |
85 | |
86 arma_debug_check( (X_n_elem == 0), "mean(): given object has no elements" ); | |
87 | |
88 return op_mean::direct_mean(X.mem, X_n_elem); | |
89 } | |
90 | |
91 | |
92 | |
93 template<typename T1> | |
94 arma_inline | |
95 const Op< Op<T1, op_mean>, op_mean> | |
96 mean(const Op<T1, op_mean>& in, const uword dim) | |
97 { | |
98 arma_extra_debug_sigprint(); | |
99 | |
100 return Op< Op<T1, op_mean>, op_mean>(in, dim, 0); | |
101 } | |
102 | |
103 | |
104 | |
105 template<typename eT> | |
106 inline | |
107 arma_warn_unused | |
108 eT | |
109 mean(const subview_row<eT>& A) | |
110 { | |
111 arma_extra_debug_sigprint(); | |
112 | |
113 arma_debug_check( (A.n_elem == 0), "mean(): given object has no elements" ); | |
114 | |
115 const eT mu = accu(A) / eT(A.n_cols); | |
116 | |
117 return is_finite(mu) ? mu : op_mean::direct_mean_robust(A); | |
118 } | |
119 | |
120 | |
121 | |
122 template<typename eT> | |
123 inline | |
124 arma_warn_unused | |
125 eT | |
126 mean(const subview_col<eT>& A) | |
127 { | |
128 arma_extra_debug_sigprint(); | |
129 | |
130 arma_debug_check( (A.n_elem == 0), "mean(): given object has no elements" ); | |
131 | |
132 return op_mean::direct_mean(A.colptr(0), A.n_rows); | |
133 } | |
134 | |
135 | |
136 | |
137 template<typename eT> | |
138 inline | |
139 arma_warn_unused | |
140 eT | |
141 mean(const Op<subview<eT>, op_mean>& in) | |
142 { | |
143 arma_extra_debug_sigprint(); | |
144 arma_extra_debug_print("mean(): two consecutive mean() calls detected"); | |
145 | |
146 const subview<eT>& X = in.m; | |
147 | |
148 arma_debug_check( (X.n_elem == 0), "mean(): given object has no elements" ); | |
149 | |
150 return op_mean::direct_mean(X); | |
151 } | |
152 | |
153 | |
154 | |
155 template<typename eT> | |
156 inline | |
157 arma_warn_unused | |
158 eT | |
159 mean(const diagview<eT>& A) | |
160 { | |
161 arma_extra_debug_sigprint(); | |
162 | |
163 arma_debug_check( (A.n_elem == 0), "mean(): given object has no elements" ); | |
164 | |
165 return op_mean::direct_mean(A); | |
166 } | |
167 | |
168 | |
169 | |
170 template<typename eT, typename T1> | |
171 inline | |
172 arma_warn_unused | |
173 eT | |
174 mean(const subview_elem1<eT,T1>& A) | |
175 { | |
176 arma_extra_debug_sigprint(); | |
177 | |
178 const Mat<eT> X(A); | |
179 | |
180 const uword X_n_elem = X.n_elem; | |
181 | |
182 arma_debug_check( (X_n_elem == 0), "mean(): given object has no elements" ); | |
183 | |
184 return op_mean::direct_mean(X.mem, X_n_elem); | |
185 } | |
186 | |
187 | |
188 | |
189 //! @} |