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Diffstat (limited to 'src/armadillo/include/armadillo_bits/glue_cov_meat.hpp')
-rw-r--r-- | src/armadillo/include/armadillo_bits/glue_cov_meat.hpp | 69 |
1 files changed, 69 insertions, 0 deletions
diff --git a/src/armadillo/include/armadillo_bits/glue_cov_meat.hpp b/src/armadillo/include/armadillo_bits/glue_cov_meat.hpp new file mode 100644 index 0000000..d5768e2 --- /dev/null +++ b/src/armadillo/include/armadillo_bits/glue_cov_meat.hpp @@ -0,0 +1,69 @@ +// SPDX-License-Identifier: Apache-2.0 +// +// Copyright 2008-2016 Conrad Sanderson (http://conradsanderson.id.au) +// Copyright 2008-2016 National ICT Australia (NICTA) +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// ------------------------------------------------------------------------ + + +//! \addtogroup glue_cov +//! @{ + + + +template<typename T1, typename T2> +inline +void +glue_cov::apply(Mat<typename T1::elem_type>& out, const Glue<T1,T2,glue_cov>& X) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT; + + const uword norm_type = X.aux_uword; + + const unwrap<T1> UA(X.A); + const unwrap<T2> UB(X.B); + + const Mat<eT>& A = UA.M; + const Mat<eT>& B = UB.M; + + const Mat<eT>& AA = (A.n_rows == 1) + ? Mat<eT>(const_cast<eT*>(A.memptr()), A.n_cols, A.n_rows, false, false) + : Mat<eT>(const_cast<eT*>(A.memptr()), A.n_rows, A.n_cols, false, false); + + const Mat<eT>& BB = (B.n_rows == 1) + ? Mat<eT>(const_cast<eT*>(B.memptr()), B.n_cols, B.n_rows, false, false) + : Mat<eT>(const_cast<eT*>(B.memptr()), B.n_rows, B.n_cols, false, false); + + arma_debug_assert_mul_size(AA, BB, true, false, "cov()"); + + if( (A.n_elem == 0) || (B.n_elem == 0) ) + { + out.reset(); + return; + } + + const uword N = AA.n_rows; + const eT norm_val = (norm_type == 0) ? ( (N > 1) ? eT(N-1) : eT(1) ) : eT(N); + + const Mat<eT> tmp1 = AA.each_row() - mean(AA,0); + const Mat<eT> tmp2 = BB.each_row() - mean(BB,0); + + out = tmp1.t() * tmp2; + out /= norm_val; + } + + + +//! @} |