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+// 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;
+ }
+ }
+
+
+
+//! @}