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author | Nao Pross <np@0hm.ch> | 2024-02-12 14:52:43 +0100 |
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committer | Nao Pross <np@0hm.ch> | 2024-02-12 14:52:43 +0100 |
commit | eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d (patch) | |
tree | bc2efa38ff4e350f9a111ac87065cd7ae9a911c7 /src/armadillo/include/armadillo_bits/fn_randn.hpp | |
download | fsisotool-eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d.tar.gz fsisotool-eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d.zip |
Move into version control
Diffstat (limited to 'src/armadillo/include/armadillo_bits/fn_randn.hpp')
-rw-r--r-- | src/armadillo/include/armadillo_bits/fn_randn.hpp | 357 |
1 files changed, 357 insertions, 0 deletions
diff --git a/src/armadillo/include/armadillo_bits/fn_randn.hpp b/src/armadillo/include/armadillo_bits/fn_randn.hpp new file mode 100644 index 0000000..37cb3db --- /dev/null +++ b/src/armadillo/include/armadillo_bits/fn_randn.hpp @@ -0,0 +1,357 @@ +// 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_randn +//! @{ + + + +// scalars + +arma_warn_unused +inline +double +randn() + { + arma_extra_debug_sigprint(); + + return double(arma_rng::randn<double>()); + } + + + +template<typename eT> +arma_warn_unused +inline +typename arma_real_or_cx_only<eT>::result +randn() + { + arma_extra_debug_sigprint(); + + return eT(arma_rng::randn<eT>()); + } + + + +arma_warn_unused +inline +double +randn(const distr_param& param) + { + arma_extra_debug_sigprint(); + + if(param.state == 0) { return double(arma_rng::randn<double>()); } + + double mu = double(0); + double sd = double(1); + + param.get_double_vals(mu,sd); + + arma_debug_check( (sd <= double(0)), "randn(): incorrect distribution parameters; standard deviation must be > 0" ); + + const double val = double(arma_rng::randn<double>()); + + return ((val * sd) + mu); + } + + + +template<typename eT> +arma_warn_unused +inline +typename arma_real_or_cx_only<eT>::result +randn(const distr_param& param) + { + arma_extra_debug_sigprint(); + + if(param.state == 0) { return eT(arma_rng::randn<eT>()); } + + double mu = double(0); + double sd = double(1); + + param.get_double_vals(mu,sd); + + arma_debug_check( (sd <= double(0)), "randn(): incorrect distribution parameters; standard deviation must be > 0" ); + + eT val = eT(0); + + arma_rng::randn<eT>::fill(&val, 1, mu, sd); // using fill() as eT can be complex + + return val; + } + + + +// vectors + +arma_warn_unused +inline +vec +randn(const uword n_elem, const distr_param& param = distr_param()) + { + arma_extra_debug_sigprint(); + + vec out(n_elem, arma_nozeros_indicator()); + + if(param.state == 0) + { + arma_rng::randn<double>::fill(out.memptr(), n_elem); + } + else + { + double mu = double(0); + double sd = double(1); + + param.get_double_vals(mu,sd); + + arma_debug_check( (sd <= double(0)), "randn(): incorrect distribution parameters; standard deviation must be > 0" ); + + arma_rng::randn<double>::fill(out.memptr(), n_elem, mu, sd); + } + + return out; + } + + + +template<typename obj_type> +arma_warn_unused +inline +obj_type +randn(const uword n_elem, const distr_param& param = distr_param(), const typename arma_Mat_Col_Row_only<obj_type>::result* junk = nullptr) + { + arma_extra_debug_sigprint(); + arma_ignore(junk); + + typedef typename obj_type::elem_type eT; + + const uword n_rows = (is_Row<obj_type>::value) ? uword(1) : n_elem; + const uword n_cols = (is_Row<obj_type>::value) ? n_elem : uword(1); + + obj_type out(n_rows, n_cols, arma_nozeros_indicator()); + + if(param.state == 0) + { + arma_rng::randn<eT>::fill(out.memptr(), out.n_elem); + } + else + { + double mu = double(0); + double sd = double(1); + + param.get_double_vals(mu,sd); + + arma_debug_check( (sd <= double(0)), "randn(): incorrect distribution parameters; standard deviation must be > 0" ); + + arma_rng::randn<eT>::fill(out.memptr(), out.n_elem, mu, sd); + } + + return out; + } + + + +// matrices + +arma_warn_unused +inline +mat +randn(const uword n_rows, const uword n_cols, const distr_param& param = distr_param()) + { + arma_extra_debug_sigprint(); + + mat out(n_rows, n_cols, arma_nozeros_indicator()); + + if(param.state == 0) + { + arma_rng::randn<double>::fill(out.memptr(), out.n_elem); + } + else + { + double mu = double(0); + double sd = double(1); + + param.get_double_vals(mu,sd); + + arma_debug_check( (sd <= double(0)), "randn(): incorrect distribution parameters; standard deviation must be > 0" ); + + arma_rng::randn<double>::fill(out.memptr(), out.n_elem, mu, sd); + } + + return out; + } + + + +arma_warn_unused +inline +mat +randn(const SizeMat& s, const distr_param& param = distr_param()) + { + arma_extra_debug_sigprint(); + + return randn(s.n_rows, s.n_cols, param); + } + + + +template<typename obj_type> +arma_warn_unused +inline +obj_type +randn(const uword n_rows, const uword n_cols, const distr_param& param = distr_param(), const typename arma_Mat_Col_Row_only<obj_type>::result* junk = nullptr) + { + arma_extra_debug_sigprint(); + arma_ignore(junk); + + typedef typename obj_type::elem_type eT; + + if(is_Col<obj_type>::value) { arma_debug_check( (n_cols != 1), "randn(): incompatible size" ); } + if(is_Row<obj_type>::value) { arma_debug_check( (n_rows != 1), "randn(): incompatible size" ); } + + obj_type out(n_rows, n_cols, arma_nozeros_indicator()); + + if(param.state == 0) + { + arma_rng::randn<eT>::fill(out.memptr(), out.n_elem); + } + else + { + double mu = double(0); + double sd = double(1); + + param.get_double_vals(mu,sd); + + arma_debug_check( (sd <= double(0)), "randn(): incorrect distribution parameters; standard deviation must be > 0" ); + + arma_rng::randn<eT>::fill(out.memptr(), out.n_elem, mu, sd); + } + + return out; + } + + + +template<typename obj_type> +arma_warn_unused +inline +obj_type +randn(const SizeMat& s, const distr_param& param = distr_param(), const typename arma_Mat_Col_Row_only<obj_type>::result* junk = nullptr) + { + arma_extra_debug_sigprint(); + arma_ignore(junk); + + return randn<obj_type>(s.n_rows, s.n_cols, param); + } + + + +// cubes + + +arma_warn_unused +inline +cube +randn(const uword n_rows, const uword n_cols, const uword n_slices, const distr_param& param = distr_param()) + { + arma_extra_debug_sigprint(); + + cube out(n_rows, n_cols, n_slices, arma_nozeros_indicator()); + + if(param.state == 0) + { + arma_rng::randn<double>::fill(out.memptr(), out.n_elem); + } + else + { + double mu = double(0); + double sd = double(1); + + param.get_double_vals(mu,sd); + + arma_debug_check( (sd <= double(0)), "randn(): incorrect distribution parameters; standard deviation must be > 0" ); + + arma_rng::randn<double>::fill(out.memptr(), out.n_elem, mu, sd); + } + + return out; + } + + + +arma_warn_unused +inline +cube +randn(const SizeCube& s, const distr_param& param = distr_param()) + { + arma_extra_debug_sigprint(); + + return randn(s.n_rows, s.n_cols, s.n_slices, param); + } + + + +template<typename cube_type> +arma_warn_unused +inline +cube_type +randn(const uword n_rows, const uword n_cols, const uword n_slices, const distr_param& param = distr_param(), const typename arma_Cube_only<cube_type>::result* junk = nullptr) + { + arma_extra_debug_sigprint(); + arma_ignore(junk); + + typedef typename cube_type::elem_type eT; + + cube_type out(n_rows, n_cols, n_slices, arma_nozeros_indicator()); + + if(param.state == 0) + { + arma_rng::randn<eT>::fill(out.memptr(), out.n_elem); + } + else + { + double mu = double(0); + double sd = double(1); + + param.get_double_vals(mu,sd); + + arma_debug_check( (sd <= double(0)), "randn(): incorrect distribution parameters; standard deviation must be > 0" ); + + arma_rng::randn<eT>::fill(out.memptr(), out.n_elem, mu, sd); + } + + return out; + } + + + +template<typename cube_type> +arma_warn_unused +inline +cube_type +randn(const SizeCube& s, const distr_param& param = distr_param(), const typename arma_Cube_only<cube_type>::result* junk = nullptr) + { + arma_extra_debug_sigprint(); + arma_ignore(junk); + + return randn<cube_type>(s.n_rows, s.n_cols, s.n_slices, param); + } + + + +//! @} |