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Diffstat (limited to 'src/armadillo/include/armadillo_bits/fn_mvnrnd.hpp')
-rw-r--r-- | src/armadillo/include/armadillo_bits/fn_mvnrnd.hpp | 110 |
1 files changed, 110 insertions, 0 deletions
diff --git a/src/armadillo/include/armadillo_bits/fn_mvnrnd.hpp b/src/armadillo/include/armadillo_bits/fn_mvnrnd.hpp new file mode 100644 index 0000000..dd873d0 --- /dev/null +++ b/src/armadillo/include/armadillo_bits/fn_mvnrnd.hpp @@ -0,0 +1,110 @@ +// 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 fn_mvnrnd +//! @{ + + + +template<typename T1, typename T2> +arma_warn_unused +inline +typename +enable_if2 + < + is_real<typename T1::elem_type>::value, + const Glue<T1, T2, glue_mvnrnd_vec> + >::result +mvnrnd(const Base<typename T1::elem_type, T1>& M, const Base<typename T1::elem_type, T2>& C) + { + arma_extra_debug_sigprint(); + + return Glue<T1, T2, glue_mvnrnd_vec>(M.get_ref(), C.get_ref()); + } + + + +template<typename T1, typename T2> +arma_warn_unused +inline +typename +enable_if2 + < + is_real<typename T1::elem_type>::value, + const Glue<T1, T2, glue_mvnrnd> + >::result +mvnrnd(const Base<typename T1::elem_type, T1>& M, const Base<typename T1::elem_type, T2>& C, const uword N) + { + arma_extra_debug_sigprint(); + + return Glue<T1, T2, glue_mvnrnd>(M.get_ref(), C.get_ref(), N); + } + + + +template<typename T1, typename T2> +inline +typename +enable_if2 + < + is_real<typename T1::elem_type>::value, + bool + >::result +mvnrnd(Mat<typename T1::elem_type>& out, const Base<typename T1::elem_type, T1>& M, const Base<typename T1::elem_type, T2>& C) + { + arma_extra_debug_sigprint(); + + const bool status = glue_mvnrnd::apply_direct(out, M.get_ref(), C.get_ref(), uword(1)); + + if(status == false) + { + out.soft_reset(); + arma_debug_warn_level(3, "mvnrnd(): given covariance matrix is not symmetric positive semi-definite"); + } + + return status; + } + + + +template<typename T1, typename T2> +inline +typename +enable_if2 + < + is_real<typename T1::elem_type>::value, + bool + >::result +mvnrnd(Mat<typename T1::elem_type>& out, const Base<typename T1::elem_type, T1>& M, const Base<typename T1::elem_type, T2>& C, const uword N) + { + arma_extra_debug_sigprint(); + + const bool status = glue_mvnrnd::apply_direct(out, M.get_ref(), C.get_ref(), N); + + if(status == false) + { + out.soft_reset(); + arma_debug_warn_level(3, "mvnrnd(): given covariance matrix is not symmetric positive semi-definite"); + } + + return status; + } + + + +//! @} |