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authorNao Pross <np@0hm.ch>2024-02-12 14:52:43 +0100
committerNao Pross <np@0hm.ch>2024-02-12 14:52:43 +0100
commiteda5bc26f44ee9a6f83dcf8c91f17296d7fc509d (patch)
treebc2efa38ff4e350f9a111ac87065cd7ae9a911c7 /src/armadillo/include/armadillo_bits/op_hist_meat.hpp
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Move into version control
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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_hist
+//! @{
+
+
+
+template<typename eT>
+inline
+void
+op_hist::apply_noalias(Mat<uword>& out, const Mat<eT>& A, const uword n_bins, const uword dim)
+ {
+ arma_extra_debug_sigprint();
+
+ arma_debug_check( ((A.is_vec() == false) && (A.is_empty() == false)), "hist(): only vectors are supported when automatically determining bin centers" );
+
+ if(n_bins == 0) { out.reset(); return; }
+
+ uword A_n_elem = A.n_elem;
+ const eT* A_mem = A.memptr();
+
+ eT min_val = priv::most_pos<eT>();
+ eT max_val = priv::most_neg<eT>();
+
+ uword i,j;
+ for(i=0, j=1; j < A_n_elem; i+=2, j+=2)
+ {
+ const eT val_i = A_mem[i];
+ const eT val_j = A_mem[j];
+
+ if(min_val > val_i) { min_val = val_i; }
+ if(min_val > val_j) { min_val = val_j; }
+
+ if(max_val < val_i) { max_val = val_i; }
+ if(max_val < val_j) { max_val = val_j; }
+ }
+
+ if(i < A_n_elem)
+ {
+ const eT val_i = A_mem[i];
+
+ if(min_val > val_i) { min_val = val_i; }
+ if(max_val < val_i) { max_val = val_i; }
+ }
+
+ if(min_val == max_val)
+ {
+ min_val -= (n_bins/2);
+ max_val += (n_bins/2);
+ }
+
+ if(arma_isfinite(min_val) == false) { min_val = priv::most_neg<eT>(); }
+ if(arma_isfinite(max_val) == false) { max_val = priv::most_pos<eT>(); }
+
+ Col<eT> c(n_bins, arma_nozeros_indicator());
+ eT* c_mem = c.memptr();
+
+ for(uword ii=0; ii < n_bins; ++ii)
+ {
+ c_mem[ii] = (0.5 + ii) / double(n_bins);
+ }
+
+ c = ((max_val - min_val) * c) + min_val;
+
+ glue_hist::apply_noalias(out, A, c, dim);
+ }
+
+
+
+template<typename T1>
+inline
+void
+op_hist::apply(Mat<uword>& out, const mtOp<uword, T1, op_hist>& X)
+ {
+ arma_extra_debug_sigprint();
+
+ const uword n_bins = X.aux_uword_a;
+
+ const quasi_unwrap<T1> U(X.m);
+
+ const uword dim = (T1::is_xvec) ? uword(U.M.is_rowvec() ? 1 : 0) : uword((T1::is_row) ? 1 : 0);
+
+ if(is_non_integral<typename T1::elem_type>::value)
+ {
+ if(U.is_alias(out))
+ {
+ Mat<uword> tmp;
+
+ op_hist::apply_noalias(tmp, U.M, n_bins, dim);
+
+ out.steal_mem(tmp);
+ }
+ else
+ {
+ op_hist::apply_noalias(out, U.M, n_bins, dim);
+ }
+ }
+ else
+ {
+ Mat<double> converted = conv_to< Mat<double> >::from(U.M);
+
+ op_hist::apply_noalias(out, converted, n_bins, dim);
+ }
+ }
+
+
+
+//! @}