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1 // Copyright (C) 2009-2011 NICTA (www.nicta.com.au)
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2 // Copyright (C) 2009-2011 Conrad Sanderson
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3 //
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4 // This Source Code Form is subject to the terms of the Mozilla Public
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5 // License, v. 2.0. If a copy of the MPL was not distributed with this
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6 // file, You can obtain one at http://mozilla.org/MPL/2.0/.
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7
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8
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9 //! \addtogroup op_stddev
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10 //! @{
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11
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12
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13 //! \brief
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14 //! For each row or for each column, find the standard deviation.
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15 //! The result is stored in a dense matrix that has either one column or one row.
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16 //! The dimension for which the standard deviations are found is set via the stddev() function.
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17 template<typename T1>
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18 inline
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19 void
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20 op_stddev::apply(Mat<typename T1::pod_type>& out, const mtOp<typename T1::pod_type, T1, op_stddev>& in)
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21 {
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22 arma_extra_debug_sigprint();
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23
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24 typedef typename T1::elem_type in_eT;
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25 typedef typename T1::pod_type out_eT;
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26
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27 const unwrap_check_mixed<T1> tmp(in.m, out);
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28 const Mat<in_eT>& X = tmp.M;
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29
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30 const uword norm_type = in.aux_uword_a;
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31 const uword dim = in.aux_uword_b;
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32
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33 arma_debug_check( (norm_type > 1), "stddev(): incorrect usage. norm_type must be 0 or 1");
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34 arma_debug_check( (dim > 1), "stddev(): incorrect usage. dim must be 0 or 1" );
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35
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36 const uword X_n_rows = X.n_rows;
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37 const uword X_n_cols = X.n_cols;
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38
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39 if(dim == 0)
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40 {
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41 arma_extra_debug_print("op_stddev::apply(), dim = 0");
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42
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43 arma_debug_check( (X_n_rows == 0), "stddev(): given object has zero rows" );
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44
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45 out.set_size(1, X_n_cols);
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46
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47 out_eT* out_mem = out.memptr();
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48
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49 for(uword col=0; col<X_n_cols; ++col)
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50 {
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51 out_mem[col] = std::sqrt( op_var::direct_var( X.colptr(col), X_n_rows, norm_type ) );
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52 }
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53 }
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54 else
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55 if(dim == 1)
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56 {
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57 arma_extra_debug_print("op_stddev::apply(), dim = 1");
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58
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59 arma_debug_check( (X_n_cols == 0), "stddev(): given object has zero columns" );
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60
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61 out.set_size(X_n_rows, 1);
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62
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63 podarray<in_eT> dat(X_n_cols);
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64
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65 in_eT* dat_mem = dat.memptr();
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66 out_eT* out_mem = out.memptr();
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67
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68 for(uword row=0; row<X_n_rows; ++row)
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69 {
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70 dat.copy_row(X, row);
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71
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72 out_mem[row] = std::sqrt( op_var::direct_var( dat_mem, X_n_cols, norm_type) );
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73 }
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74 }
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75 }
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76
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77
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78
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79 //! @}
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80
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