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Diffstat (limited to 'src/armadillo/include/armadillo_bits/op_chi2rnd_meat.hpp')
-rw-r--r-- | src/armadillo/include/armadillo_bits/op_chi2rnd_meat.hpp | 176 |
1 files changed, 176 insertions, 0 deletions
diff --git a/src/armadillo/include/armadillo_bits/op_chi2rnd_meat.hpp b/src/armadillo/include/armadillo_bits/op_chi2rnd_meat.hpp new file mode 100644 index 0000000..1b681ae --- /dev/null +++ b/src/armadillo/include/armadillo_bits/op_chi2rnd_meat.hpp @@ -0,0 +1,176 @@ +// 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 op_chi2rnd +//! @{ + + + +template<typename T1> +inline +void +op_chi2rnd::apply(Mat<typename T1::elem_type>& out, const Op<T1,op_chi2rnd>& in) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT; + + const Proxy<T1> P(in.m); + + if(P.is_alias(out) == false) + { + op_chi2rnd::apply_noalias(out, P); + } + else + { + Mat<eT> tmp; + + op_chi2rnd::apply_noalias(tmp, P); + + out.steal_mem(tmp); + } + } + + + +template<typename T1> +inline +void +op_chi2rnd::apply_noalias(Mat<typename T1::elem_type>& out, const Proxy<T1>& P) + { + arma_extra_debug_sigprint(); + + typedef typename T1::elem_type eT; + + op_chi2rnd_varying_df<eT> generator; + + const uword n_rows = P.get_n_rows(); + const uword n_cols = P.get_n_cols(); + + out.set_size(n_rows, n_cols); + + eT* out_mem = out.memptr(); + + if(Proxy<T1>::use_at == false) + { + const uword N = P.get_n_elem(); + + typename Proxy<T1>::ea_type Pea = P.get_ea(); + + for(uword i=0; i<N; ++i) + { + out_mem[i] = generator( Pea[i] ); + } + } + else + { + for(uword col=0; col < n_cols; ++col) + for(uword row=0; row < n_rows; ++row) + { + (*out_mem) = generator( P.at(row,col) ); ++out_mem; + } + } + } + + + +template<typename eT> +inline +void +op_chi2rnd::fill_constant_df(Mat<eT>& out, const eT df) + { + arma_extra_debug_sigprint(); + + if(df > eT(0)) + { + typedef std::mt19937_64 motor_type; + typedef std::mt19937_64::result_type seed_type; + typedef std::chi_squared_distribution<eT> distr_type; + + motor_type motor; motor.seed( seed_type(arma_rng::randi<int>()) ); + distr_type distr(df); + + const uword N = out.n_elem; + + eT* out_mem = out.memptr(); + + for(uword i=0; i<N; ++i) + { + out_mem[i] = eT( distr(motor) ); + } + } + else + { + out.fill( Datum<eT>::nan ); + } + } + + + +// + + + +template<typename eT> +inline +op_chi2rnd_varying_df<eT>::~op_chi2rnd_varying_df() + { + arma_extra_debug_sigprint(); + } + + + +template<typename eT> +inline +op_chi2rnd_varying_df<eT>::op_chi2rnd_varying_df() + { + arma_extra_debug_sigprint(); + + typedef std::mt19937_64::result_type seed_type; + + motor.seed( seed_type(arma_rng::randi<int>()) ); + } + + + +template<typename eT> +inline +eT +op_chi2rnd_varying_df<eT>::operator()(const eT df) + { + arma_extra_debug_sigprint(); + + // as C++11 doesn't seem to provide a way to explicitly set the parameter + // of an existing chi_squared_distribution object, + // we need to create a new object each time + + if(df > eT(0)) + { + std::chi_squared_distribution<eT> distr(df); + + return eT( distr(motor) ); + } + else + { + return Datum<eT>::nan; + } + } + + + +//! @} |