From eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d Mon Sep 17 00:00:00 2001 From: Nao Pross Date: Mon, 12 Feb 2024 14:52:43 +0100 Subject: Move into version control --- .../include/armadillo_bits/glue_cov_meat.hpp | 69 ++++++++++++++++++++++ 1 file changed, 69 insertions(+) create mode 100644 src/armadillo/include/armadillo_bits/glue_cov_meat.hpp (limited to 'src/armadillo/include/armadillo_bits/glue_cov_meat.hpp') 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 +inline +void +glue_cov::apply(Mat& out, const Glue& X) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT; + + const uword norm_type = X.aux_uword; + + const unwrap UA(X.A); + const unwrap UB(X.B); + + const Mat& A = UA.M; + const Mat& B = UB.M; + + const Mat& AA = (A.n_rows == 1) + ? Mat(const_cast(A.memptr()), A.n_cols, A.n_rows, false, false) + : Mat(const_cast(A.memptr()), A.n_rows, A.n_cols, false, false); + + const Mat& BB = (B.n_rows == 1) + ? Mat(const_cast(B.memptr()), B.n_cols, B.n_rows, false, false) + : Mat(const_cast(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 tmp1 = AA.each_row() - mean(AA,0); + const Mat tmp2 = BB.each_row() - mean(BB,0); + + out = tmp1.t() * tmp2; + out /= norm_val; + } + + + +//! @} -- cgit v1.2.1