comparison armadillo-2.4.4/include/armadillo_bits/fn_mean.hpp @ 0:8b6102e2a9b0

Armadillo Library
author maxzanoni76 <max.zanoni@eecs.qmul.ac.uk>
date Wed, 11 Apr 2012 09:27:06 +0100
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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 //! @}