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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/Mat_bones.hpp
downloadfsisotool-eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d.tar.gz
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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 Mat
+//! @{
+
+
+
+//! Dense matrix class
+
+template<typename eT>
+class Mat : public Base< eT, Mat<eT> >
+ {
+ public:
+
+ typedef eT elem_type; //!< the type of elements stored in the matrix
+ typedef typename get_pod_type<eT>::result pod_type; //!< if eT is std::complex<T>, pod_type is T; otherwise pod_type is eT
+
+ const uword n_rows; //!< number of rows (read-only)
+ const uword n_cols; //!< number of columns (read-only)
+ const uword n_elem; //!< number of elements (read-only)
+ const uword n_alloc; //!< number of allocated elements (read-only); NOTE: n_alloc can be 0, even if n_elem > 0
+ const uhword vec_state; //!< 0: matrix layout; 1: column vector layout; 2: row vector layout
+ const uhword mem_state;
+
+ // mem_state = 0: normal matrix which manages its own memory
+ // mem_state = 1: use auxiliary memory until a size change
+ // mem_state = 2: use auxiliary memory and don't allow the number of elements to be changed
+ // mem_state = 3: fixed size (eg. via template based size specification)
+
+ arma_aligned const eT* const mem; //!< pointer to the memory used for storing elements (memory is read-only)
+
+
+ protected:
+
+ arma_align_mem eT mem_local[ arma_config::mat_prealloc ]; // local storage, for small vectors and matrices
+
+
+ public:
+
+ static constexpr bool is_col = false;
+ static constexpr bool is_row = false;
+ static constexpr bool is_xvec = false;
+
+ inline ~Mat();
+ inline Mat();
+
+ inline explicit Mat(const uword in_n_rows, const uword in_n_cols);
+ inline explicit Mat(const SizeMat& s);
+
+ template<bool do_zeros> inline explicit Mat(const uword in_n_rows, const uword in_n_cols, const arma_initmode_indicator<do_zeros>&);
+ template<bool do_zeros> inline explicit Mat(const SizeMat& s, const arma_initmode_indicator<do_zeros>&);
+
+ template<typename fill_type> inline Mat(const uword in_n_rows, const uword in_n_cols, const fill::fill_class<fill_type>& f);
+ template<typename fill_type> inline Mat(const SizeMat& s, const fill::fill_class<fill_type>& f);
+
+ inline Mat(const uword in_n_rows, const uword in_n_cols, const fill::scalar_holder<eT> f);
+ inline Mat(const SizeMat& s, const fill::scalar_holder<eT> f);
+
+ arma_cold inline Mat(const char* text);
+ arma_cold inline Mat& operator=(const char* text);
+
+ arma_cold inline Mat(const std::string& text);
+ arma_cold inline Mat& operator=(const std::string& text);
+
+ inline Mat(const std::vector<eT>& x);
+ inline Mat& operator=(const std::vector<eT>& x);
+
+ inline Mat(const std::initializer_list<eT>& list);
+ inline Mat& operator=(const std::initializer_list<eT>& list);
+
+ inline Mat(const std::initializer_list< std::initializer_list<eT> >& list);
+ inline Mat& operator=(const std::initializer_list< std::initializer_list<eT> >& list);
+
+ inline Mat(Mat&& m);
+ inline Mat& operator=(Mat&& m);
+
+ inline Mat( eT* aux_mem, const uword aux_n_rows, const uword aux_n_cols, const bool copy_aux_mem = true, const bool strict = false);
+ inline Mat(const eT* aux_mem, const uword aux_n_rows, const uword aux_n_cols);
+
+ inline Mat& operator= (const eT val);
+ inline Mat& operator+=(const eT val);
+ inline Mat& operator-=(const eT val);
+ inline Mat& operator*=(const eT val);
+ inline Mat& operator/=(const eT val);
+
+ inline Mat(const Mat& m);
+ inline Mat& operator= (const Mat& m);
+ inline Mat& operator+=(const Mat& m);
+ inline Mat& operator-=(const Mat& m);
+ inline Mat& operator*=(const Mat& m);
+ inline Mat& operator%=(const Mat& m);
+ inline Mat& operator/=(const Mat& m);
+
+ template<typename T1> inline Mat(const BaseCube<eT,T1>& X);
+ template<typename T1> inline Mat& operator= (const BaseCube<eT,T1>& X);
+ template<typename T1> inline Mat& operator+=(const BaseCube<eT,T1>& X);
+ template<typename T1> inline Mat& operator-=(const BaseCube<eT,T1>& X);
+ template<typename T1> inline Mat& operator*=(const BaseCube<eT,T1>& X);
+ template<typename T1> inline Mat& operator%=(const BaseCube<eT,T1>& X);
+ template<typename T1> inline Mat& operator/=(const BaseCube<eT,T1>& X);
+
+ template<typename T1, typename T2>
+ inline explicit Mat(const Base<pod_type,T1>& A, const Base<pod_type,T2>& B);
+
+ inline explicit Mat(const subview<eT>& X, const bool use_colmem); // only to be used by the quasi_unwrap class
+
+ inline Mat(const subview<eT>& X);
+ inline Mat& operator= (const subview<eT>& X);
+ inline Mat& operator+=(const subview<eT>& X);
+ inline Mat& operator-=(const subview<eT>& X);
+ inline Mat& operator*=(const subview<eT>& X);
+ inline Mat& operator%=(const subview<eT>& X);
+ inline Mat& operator/=(const subview<eT>& X);
+
+ inline Mat(const subview_row_strans<eT>& X); // subview_row_strans can only be generated by the Proxy class
+ inline Mat(const subview_row_htrans<eT>& X); // subview_row_htrans can only be generated by the Proxy class
+ inline Mat(const xvec_htrans<eT>& X); // xvec_htrans can only be generated by the Proxy class
+
+ template<bool do_conj>
+ inline Mat(const xtrans_mat<eT,do_conj>& X); // xtrans_mat can only be generated by the Proxy class
+
+ inline Mat(const subview_cube<eT>& X);
+ inline Mat& operator= (const subview_cube<eT>& X);
+ inline Mat& operator+=(const subview_cube<eT>& X);
+ inline Mat& operator-=(const subview_cube<eT>& X);
+ inline Mat& operator*=(const subview_cube<eT>& X);
+ inline Mat& operator%=(const subview_cube<eT>& X);
+ inline Mat& operator/=(const subview_cube<eT>& X);
+
+ inline Mat(const diagview<eT>& X);
+ inline Mat& operator= (const diagview<eT>& X);
+ inline Mat& operator+=(const diagview<eT>& X);
+ inline Mat& operator-=(const diagview<eT>& X);
+ inline Mat& operator*=(const diagview<eT>& X);
+ inline Mat& operator%=(const diagview<eT>& X);
+ inline Mat& operator/=(const diagview<eT>& X);
+
+ template<typename T1> inline Mat(const subview_elem1<eT,T1>& X);
+ template<typename T1> inline Mat& operator= (const subview_elem1<eT,T1>& X);
+ template<typename T1> inline Mat& operator+=(const subview_elem1<eT,T1>& X);
+ template<typename T1> inline Mat& operator-=(const subview_elem1<eT,T1>& X);
+ template<typename T1> inline Mat& operator*=(const subview_elem1<eT,T1>& X);
+ template<typename T1> inline Mat& operator%=(const subview_elem1<eT,T1>& X);
+ template<typename T1> inline Mat& operator/=(const subview_elem1<eT,T1>& X);
+
+ template<typename T1, typename T2> inline Mat(const subview_elem2<eT,T1,T2>& X);
+ template<typename T1, typename T2> inline Mat& operator= (const subview_elem2<eT,T1,T2>& X);
+ template<typename T1, typename T2> inline Mat& operator+=(const subview_elem2<eT,T1,T2>& X);
+ template<typename T1, typename T2> inline Mat& operator-=(const subview_elem2<eT,T1,T2>& X);
+ template<typename T1, typename T2> inline Mat& operator*=(const subview_elem2<eT,T1,T2>& X);
+ template<typename T1, typename T2> inline Mat& operator%=(const subview_elem2<eT,T1,T2>& X);
+ template<typename T1, typename T2> inline Mat& operator/=(const subview_elem2<eT,T1,T2>& X);
+
+ // Operators on sparse matrices (and subviews)
+ template<typename T1> inline explicit Mat(const SpBase<eT, T1>& m);
+ template<typename T1> inline Mat& operator= (const SpBase<eT, T1>& m);
+ template<typename T1> inline Mat& operator+=(const SpBase<eT, T1>& m);
+ template<typename T1> inline Mat& operator-=(const SpBase<eT, T1>& m);
+ template<typename T1> inline Mat& operator*=(const SpBase<eT, T1>& m);
+ template<typename T1> inline Mat& operator%=(const SpBase<eT, T1>& m);
+ template<typename T1> inline Mat& operator/=(const SpBase<eT, T1>& m);
+
+ inline explicit Mat(const SpSubview<eT>& X);
+ inline Mat& operator= (const SpSubview<eT>& X);
+
+ inline explicit Mat(const spdiagview<eT>& X);
+ inline Mat& operator= (const spdiagview<eT>& X);
+ inline Mat& operator+=(const spdiagview<eT>& X);
+ inline Mat& operator-=(const spdiagview<eT>& X);
+ inline Mat& operator*=(const spdiagview<eT>& X);
+ inline Mat& operator%=(const spdiagview<eT>& X);
+ inline Mat& operator/=(const spdiagview<eT>& X);
+
+
+ arma_frown("use braced initialiser list instead") inline mat_injector<Mat> operator<<(const eT val);
+ arma_frown("use braced initialiser list instead") inline mat_injector<Mat> operator<<(const injector_end_of_row<>& x);
+
+
+ arma_inline subview_row<eT> row(const uword row_num);
+ arma_inline const subview_row<eT> row(const uword row_num) const;
+
+ inline subview_row<eT> operator()(const uword row_num, const span& col_span);
+ inline const subview_row<eT> operator()(const uword row_num, const span& col_span) const;
+
+
+ arma_inline subview_col<eT> col(const uword col_num);
+ arma_inline const subview_col<eT> col(const uword col_num) const;
+
+ inline subview_col<eT> operator()(const span& row_span, const uword col_num);
+ inline const subview_col<eT> operator()(const span& row_span, const uword col_num) const;
+
+ inline Col<eT> unsafe_col(const uword col_num);
+ inline const Col<eT> unsafe_col(const uword col_num) const;
+
+
+ arma_inline subview<eT> rows(const uword in_row1, const uword in_row2);
+ arma_inline const subview<eT> rows(const uword in_row1, const uword in_row2) const;
+
+ arma_inline subview_cols<eT> cols(const uword in_col1, const uword in_col2);
+ arma_inline const subview_cols<eT> cols(const uword in_col1, const uword in_col2) const;
+
+ inline subview<eT> rows(const span& row_span);
+ inline const subview<eT> rows(const span& row_span) const;
+
+ arma_inline subview_cols<eT> cols(const span& col_span);
+ arma_inline const subview_cols<eT> cols(const span& col_span) const;
+
+
+ arma_inline subview<eT> submat(const uword in_row1, const uword in_col1, const uword in_row2, const uword in_col2);
+ arma_inline const subview<eT> submat(const uword in_row1, const uword in_col1, const uword in_row2, const uword in_col2) const;
+
+ arma_inline subview<eT> submat(const uword in_row1, const uword in_col1, const SizeMat& s);
+ arma_inline const subview<eT> submat(const uword in_row1, const uword in_col1, const SizeMat& s) const;
+
+ inline subview<eT> submat (const span& row_span, const span& col_span);
+ inline const subview<eT> submat (const span& row_span, const span& col_span) const;
+
+ inline subview<eT> operator()(const span& row_span, const span& col_span);
+ inline const subview<eT> operator()(const span& row_span, const span& col_span) const;
+
+ inline subview<eT> operator()(const uword in_row1, const uword in_col1, const SizeMat& s);
+ inline const subview<eT> operator()(const uword in_row1, const uword in_col1, const SizeMat& s) const;
+
+ inline subview<eT> head_rows(const uword N);
+ inline const subview<eT> head_rows(const uword N) const;
+
+ inline subview<eT> tail_rows(const uword N);
+ inline const subview<eT> tail_rows(const uword N) const;
+
+ inline subview_cols<eT> head_cols(const uword N);
+ inline const subview_cols<eT> head_cols(const uword N) const;
+
+ inline subview_cols<eT> tail_cols(const uword N);
+ inline const subview_cols<eT> tail_cols(const uword N) const;
+
+ template<typename T1> arma_inline subview_elem1<eT,T1> elem(const Base<uword,T1>& a);
+ template<typename T1> arma_inline const subview_elem1<eT,T1> elem(const Base<uword,T1>& a) const;
+
+ template<typename T1> arma_inline subview_elem1<eT,T1> operator()(const Base<uword,T1>& a);
+ template<typename T1> arma_inline const subview_elem1<eT,T1> operator()(const Base<uword,T1>& a) const;
+
+
+ template<typename T1, typename T2> arma_inline subview_elem2<eT,T1,T2> elem(const Base<uword,T1>& ri, const Base<uword,T2>& ci);
+ template<typename T1, typename T2> arma_inline const subview_elem2<eT,T1,T2> elem(const Base<uword,T1>& ri, const Base<uword,T2>& ci) const;
+
+ template<typename T1, typename T2> arma_inline subview_elem2<eT,T1,T2> submat(const Base<uword,T1>& ri, const Base<uword,T2>& ci);
+ template<typename T1, typename T2> arma_inline const subview_elem2<eT,T1,T2> submat(const Base<uword,T1>& ri, const Base<uword,T2>& ci) const;
+
+ template<typename T1, typename T2> arma_inline subview_elem2<eT,T1,T2> operator()(const Base<uword,T1>& ri, const Base<uword,T2>& ci);
+ template<typename T1, typename T2> arma_inline const subview_elem2<eT,T1,T2> operator()(const Base<uword,T1>& ri, const Base<uword,T2>& ci) const;
+
+
+ template<typename T1> arma_inline subview_elem2<eT,T1,T1> rows(const Base<uword,T1>& ri);
+ template<typename T1> arma_inline const subview_elem2<eT,T1,T1> rows(const Base<uword,T1>& ri) const;
+
+ template<typename T2> arma_inline subview_elem2<eT,T2,T2> cols(const Base<uword,T2>& ci);
+ template<typename T2> arma_inline const subview_elem2<eT,T2,T2> cols(const Base<uword,T2>& ci) const;
+
+
+ arma_inline subview_each1< Mat<eT>, 0 > each_col();
+ arma_inline subview_each1< Mat<eT>, 1 > each_row();
+
+ arma_inline const subview_each1< Mat<eT>, 0 > each_col() const;
+ arma_inline const subview_each1< Mat<eT>, 1 > each_row() const;
+
+ template<typename T1> inline subview_each2< Mat<eT>, 0, T1 > each_col(const Base<uword, T1>& indices);
+ template<typename T1> inline subview_each2< Mat<eT>, 1, T1 > each_row(const Base<uword, T1>& indices);
+
+ template<typename T1> inline const subview_each2< Mat<eT>, 0, T1 > each_col(const Base<uword, T1>& indices) const;
+ template<typename T1> inline const subview_each2< Mat<eT>, 1, T1 > each_row(const Base<uword, T1>& indices) const;
+
+ inline Mat& each_col(const std::function< void( Col<eT>&) >& F);
+ inline const Mat& each_col(const std::function< void(const Col<eT>&) >& F) const;
+
+ inline Mat& each_row(const std::function< void( Row<eT>&) >& F);
+ inline const Mat& each_row(const std::function< void(const Row<eT>&) >& F) const;
+
+
+ arma_inline diagview<eT> diag(const sword in_id = 0);
+ arma_inline const diagview<eT> diag(const sword in_id = 0) const;
+
+
+ inline void swap_rows(const uword in_row1, const uword in_row2);
+ inline void swap_cols(const uword in_col1, const uword in_col2);
+
+ inline void shed_row(const uword row_num);
+ inline void shed_col(const uword col_num);
+
+ inline void shed_rows(const uword in_row1, const uword in_row2);
+ inline void shed_cols(const uword in_col1, const uword in_col2);
+
+ template<typename T1> inline void shed_rows(const Base<uword, T1>& indices);
+ template<typename T1> inline void shed_cols(const Base<uword, T1>& indices);
+
+ arma_deprecated inline void insert_rows(const uword row_num, const uword N, const bool set_to_zero);
+ arma_deprecated inline void insert_cols(const uword col_num, const uword N, const bool set_to_zero);
+
+ inline void insert_rows(const uword row_num, const uword N);
+ inline void insert_cols(const uword col_num, const uword N);
+
+ template<typename T1> inline void insert_rows(const uword row_num, const Base<eT,T1>& X);
+ template<typename T1> inline void insert_cols(const uword col_num, const Base<eT,T1>& X);
+
+
+ template<typename T1, typename gen_type> inline Mat(const Gen<T1, gen_type>& X);
+ template<typename T1, typename gen_type> inline Mat& operator= (const Gen<T1, gen_type>& X);
+ template<typename T1, typename gen_type> inline Mat& operator+=(const Gen<T1, gen_type>& X);
+ template<typename T1, typename gen_type> inline Mat& operator-=(const Gen<T1, gen_type>& X);
+ template<typename T1, typename gen_type> inline Mat& operator*=(const Gen<T1, gen_type>& X);
+ template<typename T1, typename gen_type> inline Mat& operator%=(const Gen<T1, gen_type>& X);
+ template<typename T1, typename gen_type> inline Mat& operator/=(const Gen<T1, gen_type>& X);
+
+ template<typename T1, typename op_type> inline Mat(const Op<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator= (const Op<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator+=(const Op<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator-=(const Op<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator*=(const Op<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator%=(const Op<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator/=(const Op<T1, op_type>& X);
+
+ template<typename T1, typename eop_type> inline Mat(const eOp<T1, eop_type>& X);
+ template<typename T1, typename eop_type> inline Mat& operator= (const eOp<T1, eop_type>& X);
+ template<typename T1, typename eop_type> inline Mat& operator+=(const eOp<T1, eop_type>& X);
+ template<typename T1, typename eop_type> inline Mat& operator-=(const eOp<T1, eop_type>& X);
+ template<typename T1, typename eop_type> inline Mat& operator*=(const eOp<T1, eop_type>& X);
+ template<typename T1, typename eop_type> inline Mat& operator%=(const eOp<T1, eop_type>& X);
+ template<typename T1, typename eop_type> inline Mat& operator/=(const eOp<T1, eop_type>& X);
+
+ template<typename T1, typename op_type> inline Mat(const mtOp<eT, T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator= (const mtOp<eT, T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator+=(const mtOp<eT, T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator-=(const mtOp<eT, T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator*=(const mtOp<eT, T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator%=(const mtOp<eT, T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator/=(const mtOp<eT, T1, op_type>& X);
+
+ template<typename T1, typename op_type> inline Mat(const CubeToMatOp<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator= (const CubeToMatOp<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator+=(const CubeToMatOp<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator-=(const CubeToMatOp<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator*=(const CubeToMatOp<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator%=(const CubeToMatOp<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator/=(const CubeToMatOp<T1, op_type>& X);
+
+ template<typename T1, typename op_type> inline Mat(const SpToDOp<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator= (const SpToDOp<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator+=(const SpToDOp<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator-=(const SpToDOp<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator*=(const SpToDOp<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator%=(const SpToDOp<T1, op_type>& X);
+ template<typename T1, typename op_type> inline Mat& operator/=(const SpToDOp<T1, op_type>& X);
+
+ template<typename T1, typename T2, typename glue_type> inline Mat(const Glue<T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator= (const Glue<T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator+=(const Glue<T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator-=(const Glue<T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator*=(const Glue<T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator%=(const Glue<T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator/=(const Glue<T1, T2, glue_type>& X);
+
+ template<typename T1, typename T2> inline Mat& operator+=(const Glue<T1, T2, glue_times>& X);
+ template<typename T1, typename T2> inline Mat& operator-=(const Glue<T1, T2, glue_times>& X);
+
+ template<typename T1, typename T2, typename eglue_type> inline Mat(const eGlue<T1, T2, eglue_type>& X);
+ template<typename T1, typename T2, typename eglue_type> inline Mat& operator= (const eGlue<T1, T2, eglue_type>& X);
+ template<typename T1, typename T2, typename eglue_type> inline Mat& operator+=(const eGlue<T1, T2, eglue_type>& X);
+ template<typename T1, typename T2, typename eglue_type> inline Mat& operator-=(const eGlue<T1, T2, eglue_type>& X);
+ template<typename T1, typename T2, typename eglue_type> inline Mat& operator*=(const eGlue<T1, T2, eglue_type>& X);
+ template<typename T1, typename T2, typename eglue_type> inline Mat& operator%=(const eGlue<T1, T2, eglue_type>& X);
+ template<typename T1, typename T2, typename eglue_type> inline Mat& operator/=(const eGlue<T1, T2, eglue_type>& X);
+
+ template<typename T1, typename T2, typename glue_type> inline Mat(const mtGlue<eT, T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator= (const mtGlue<eT, T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator+=(const mtGlue<eT, T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator-=(const mtGlue<eT, T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator*=(const mtGlue<eT, T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator%=(const mtGlue<eT, T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator/=(const mtGlue<eT, T1, T2, glue_type>& X);
+
+ template<typename T1, typename T2, typename glue_type> inline Mat(const SpToDGlue<T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator= (const SpToDGlue<T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator+=(const SpToDGlue<T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator-=(const SpToDGlue<T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator*=(const SpToDGlue<T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator%=(const SpToDGlue<T1, T2, glue_type>& X);
+ template<typename T1, typename T2, typename glue_type> inline Mat& operator/=(const SpToDGlue<T1, T2, glue_type>& X);
+
+
+ arma_warn_unused arma_inline const eT& at_alt (const uword ii) const;
+
+ arma_warn_unused arma_inline eT& operator[] (const uword ii);
+ arma_warn_unused arma_inline const eT& operator[] (const uword ii) const;
+ arma_warn_unused arma_inline eT& at (const uword ii);
+ arma_warn_unused arma_inline const eT& at (const uword ii) const;
+ arma_warn_unused arma_inline eT& operator() (const uword ii);
+ arma_warn_unused arma_inline const eT& operator() (const uword ii) const;
+
+ #if defined(__cpp_multidimensional_subscript)
+ arma_warn_unused arma_inline eT& operator[] (const uword in_row, const uword in_col);
+ arma_warn_unused arma_inline const eT& operator[] (const uword in_row, const uword in_col) const;
+ #endif
+
+ arma_warn_unused arma_inline eT& at (const uword in_row, const uword in_col);
+ arma_warn_unused arma_inline const eT& at (const uword in_row, const uword in_col) const;
+ arma_warn_unused arma_inline eT& operator() (const uword in_row, const uword in_col);
+ arma_warn_unused arma_inline const eT& operator() (const uword in_row, const uword in_col) const;
+
+ arma_inline const Mat& operator++();
+ arma_inline void operator++(int);
+
+ arma_inline const Mat& operator--();
+ arma_inline void operator--(int);
+
+ arma_warn_unused arma_inline bool is_empty() const;
+ arma_warn_unused arma_inline bool is_vec() const;
+ arma_warn_unused arma_inline bool is_rowvec() const;
+ arma_warn_unused arma_inline bool is_colvec() const;
+ arma_warn_unused arma_inline bool is_square() const;
+
+ arma_warn_unused inline bool internal_is_finite() const;
+ arma_warn_unused inline bool internal_has_inf() const;
+ arma_warn_unused inline bool internal_has_nan() const;
+ arma_warn_unused inline bool internal_has_nonfinite() const;
+
+ arma_warn_unused inline bool is_sorted(const char* direction = "ascend") const;
+ arma_warn_unused inline bool is_sorted(const char* direction, const uword dim) const;
+
+ template<typename comparator>
+ arma_warn_unused inline bool is_sorted_helper(const comparator& comp, const uword dim) const;
+
+ arma_warn_unused arma_inline bool in_range(const uword ii) const;
+ arma_warn_unused arma_inline bool in_range(const span& x ) const;
+
+ arma_warn_unused arma_inline bool in_range(const uword in_row, const uword in_col) const;
+ arma_warn_unused arma_inline bool in_range(const span& row_span, const uword in_col) const;
+ arma_warn_unused arma_inline bool in_range(const uword in_row, const span& col_span) const;
+ arma_warn_unused arma_inline bool in_range(const span& row_span, const span& col_span) const;
+
+ arma_warn_unused arma_inline bool in_range(const uword in_row, const uword in_col, const SizeMat& s) const;
+
+ arma_warn_unused arma_inline eT* colptr(const uword in_col);
+ arma_warn_unused arma_inline const eT* colptr(const uword in_col) const;
+
+ arma_warn_unused arma_inline eT* memptr();
+ arma_warn_unused arma_inline const eT* memptr() const;
+
+
+ template<typename eT2, typename expr>
+ inline Mat& copy_size(const Base<eT2,expr>& X);
+
+ inline Mat& set_size(const uword new_n_elem);
+ inline Mat& set_size(const uword new_n_rows, const uword new_n_cols);
+ inline Mat& set_size(const SizeMat& s);
+
+ inline Mat& resize(const uword new_n_elem);
+ inline Mat& resize(const uword new_n_rows, const uword new_n_cols);
+ inline Mat& resize(const SizeMat& s);
+
+ inline Mat& reshape(const uword new_n_rows, const uword new_n_cols);
+ inline Mat& reshape(const SizeMat& s);
+
+ arma_deprecated inline void reshape(const uword new_n_rows, const uword new_n_cols, const uword dim); //!< NOTE: don't use this form: it will be removed
+
+
+ template<typename functor> inline Mat& for_each(functor F);
+ template<typename functor> inline const Mat& for_each(functor F) const;
+
+ template<typename functor> inline Mat& transform(functor F);
+ template<typename functor> inline Mat& imbue(functor F);
+
+
+ inline Mat& replace(const eT old_val, const eT new_val);
+
+ inline Mat& clean(const pod_type threshold);
+
+ inline Mat& clamp(const eT min_val, const eT max_val);
+
+ inline Mat& fill(const eT val);
+
+ template<typename fill_type>
+ inline Mat& fill(const fill::fill_class<fill_type>& f);
+
+ inline Mat& zeros();
+ inline Mat& zeros(const uword new_n_elem);
+ inline Mat& zeros(const uword new_n_rows, const uword new_n_cols);
+ inline Mat& zeros(const SizeMat& s);
+
+ inline Mat& ones();
+ inline Mat& ones(const uword new_n_elem);
+ inline Mat& ones(const uword new_n_rows, const uword new_n_cols);
+ inline Mat& ones(const SizeMat& s);
+
+ inline Mat& randu();
+ inline Mat& randu(const uword new_n_elem);
+ inline Mat& randu(const uword new_n_rows, const uword new_n_cols);
+ inline Mat& randu(const SizeMat& s);
+
+ inline Mat& randn();
+ inline Mat& randn(const uword new_n_elem);
+ inline Mat& randn(const uword new_n_rows, const uword new_n_cols);
+ inline Mat& randn(const SizeMat& s);
+
+ inline Mat& eye();
+ inline Mat& eye(const uword new_n_rows, const uword new_n_cols);
+ inline Mat& eye(const SizeMat& s);
+
+ arma_cold inline void reset();
+ arma_cold inline void soft_reset();
+
+
+ template<typename T1> inline void set_real(const Base<pod_type,T1>& X);
+ template<typename T1> inline void set_imag(const Base<pod_type,T1>& X);
+
+
+ arma_warn_unused inline eT min() const;
+ arma_warn_unused inline eT max() const;
+
+ inline eT min(uword& index_of_min_val) const;
+ inline eT max(uword& index_of_max_val) const;
+
+ inline eT min(uword& row_of_min_val, uword& col_of_min_val) const;
+ inline eT max(uword& row_of_max_val, uword& col_of_max_val) const;
+
+
+ arma_cold inline bool save(const std::string name, const file_type type = arma_binary) const;
+ arma_cold inline bool save(const hdf5_name& spec, const file_type type = hdf5_binary) const;
+ arma_cold inline bool save(const csv_name& spec, const file_type type = csv_ascii) const;
+ arma_cold inline bool save( std::ostream& os, const file_type type = arma_binary) const;
+
+ arma_cold inline bool load(const std::string name, const file_type type = auto_detect);
+ arma_cold inline bool load(const hdf5_name& spec, const file_type type = hdf5_binary);
+ arma_cold inline bool load(const csv_name& spec, const file_type type = csv_ascii);
+ arma_cold inline bool load( std::istream& is, const file_type type = auto_detect);
+
+ arma_deprecated inline bool quiet_save(const std::string name, const file_type type = arma_binary) const;
+ arma_deprecated inline bool quiet_save(const hdf5_name& spec, const file_type type = hdf5_binary) const;
+ arma_deprecated inline bool quiet_save(const csv_name& spec, const file_type type = csv_ascii) const;
+ arma_deprecated inline bool quiet_save( std::ostream& os, const file_type type = arma_binary) const;
+
+ arma_deprecated inline bool quiet_load(const std::string name, const file_type type = auto_detect);
+ arma_deprecated inline bool quiet_load(const hdf5_name& spec, const file_type type = hdf5_binary);
+ arma_deprecated inline bool quiet_load(const csv_name& spec, const file_type type = csv_ascii);
+ arma_deprecated inline bool quiet_load( std::istream& is, const file_type type = auto_detect);
+
+
+ // for container-like functionality
+
+ typedef eT value_type;
+ typedef uword size_type;
+
+ typedef eT* iterator;
+ typedef const eT* const_iterator;
+
+ typedef eT* col_iterator;
+ typedef const eT* const_col_iterator;
+
+ class const_row_iterator;
+
+ class row_iterator
+ {
+ public:
+
+ inline row_iterator();
+ inline row_iterator(const row_iterator& X);
+ inline row_iterator(Mat<eT>& in_M, const uword in_row, const uword in_col);
+
+ arma_warn_unused inline eT& operator* ();
+
+ inline row_iterator& operator++();
+ arma_warn_unused inline row_iterator operator++(int);
+
+ inline row_iterator& operator--();
+ arma_warn_unused inline row_iterator operator--(int);
+
+ arma_warn_unused inline bool operator!=(const row_iterator& X) const;
+ arma_warn_unused inline bool operator==(const row_iterator& X) const;
+ arma_warn_unused inline bool operator!=(const const_row_iterator& X) const;
+ arma_warn_unused inline bool operator==(const const_row_iterator& X) const;
+
+ typedef std::bidirectional_iterator_tag iterator_category;
+ typedef eT value_type;
+ typedef std::ptrdiff_t difference_type; // TODO: not certain on this one
+ typedef eT* pointer;
+ typedef eT& reference;
+
+ arma_aligned Mat<eT>* M;
+ arma_aligned uword current_row;
+ arma_aligned uword current_col;
+ };
+
+
+ class const_row_iterator
+ {
+ public:
+
+ inline const_row_iterator();
+ inline const_row_iterator(const row_iterator& X);
+ inline const_row_iterator(const const_row_iterator& X);
+ inline const_row_iterator(const Mat<eT>& in_M, const uword in_row, const uword in_col);
+
+ arma_warn_unused inline const eT& operator*() const;
+
+ inline const_row_iterator& operator++();
+ arma_warn_unused inline const_row_iterator operator++(int);
+
+ inline const_row_iterator& operator--();
+ arma_warn_unused inline const_row_iterator operator--(int);
+
+ arma_warn_unused inline bool operator!=(const row_iterator& X) const;
+ arma_warn_unused inline bool operator==(const row_iterator& X) const;
+ arma_warn_unused inline bool operator!=(const const_row_iterator& X) const;
+ arma_warn_unused inline bool operator==(const const_row_iterator& X) const;
+
+ typedef std::bidirectional_iterator_tag iterator_category;
+ typedef eT value_type;
+ typedef std::ptrdiff_t difference_type; // TODO: not certain on this one
+ typedef const eT* pointer;
+ typedef const eT& reference;
+
+ arma_aligned const Mat<eT>* M;
+ arma_aligned uword current_row;
+ arma_aligned uword current_col;
+ };
+
+
+ class const_row_col_iterator;
+
+ class row_col_iterator
+ {
+ public:
+
+ inline row_col_iterator();
+ inline row_col_iterator(const row_col_iterator& in_it);
+ inline row_col_iterator(Mat<eT>& in_M, const uword row = 0, const uword col = 0);
+
+ arma_warn_unused inline eT& operator*();
+
+ inline row_col_iterator& operator++();
+ arma_warn_unused inline row_col_iterator operator++(int);
+
+ inline row_col_iterator& operator--();
+ arma_warn_unused inline row_col_iterator operator--(int);
+
+ arma_warn_unused inline uword row() const;
+ arma_warn_unused inline uword col() const;
+
+ arma_warn_unused inline bool operator==(const row_col_iterator& rhs) const;
+ arma_warn_unused inline bool operator!=(const row_col_iterator& rhs) const;
+ arma_warn_unused inline bool operator==(const const_row_col_iterator& rhs) const;
+ arma_warn_unused inline bool operator!=(const const_row_col_iterator& rhs) const;
+
+ typedef std::bidirectional_iterator_tag iterator_category;
+ typedef eT value_type;
+ typedef std::ptrdiff_t difference_type; // TODO: not certain on this one
+ typedef eT* pointer;
+ typedef eT& reference;
+
+ arma_aligned Mat<eT>* M;
+ arma_aligned eT* current_ptr;
+ arma_aligned uword current_col;
+ arma_aligned uword current_row;
+ };
+
+
+ class const_row_col_iterator
+ {
+ public:
+
+ inline const_row_col_iterator();
+ inline const_row_col_iterator(const row_col_iterator& in_it);
+ inline const_row_col_iterator(const const_row_col_iterator& in_it);
+ inline const_row_col_iterator(const Mat<eT>& in_M, const uword row = 0, const uword col = 0);
+
+ arma_warn_unused inline const eT& operator*() const;
+
+ inline const_row_col_iterator& operator++();
+ arma_warn_unused inline const_row_col_iterator operator++(int);
+
+ inline const_row_col_iterator& operator--();
+ arma_warn_unused inline const_row_col_iterator operator--(int);
+
+ arma_warn_unused inline uword row() const;
+ arma_warn_unused inline uword col() const;
+
+ arma_warn_unused inline bool operator==(const const_row_col_iterator& rhs) const;
+ arma_warn_unused inline bool operator!=(const const_row_col_iterator& rhs) const;
+ arma_warn_unused inline bool operator==(const row_col_iterator& rhs) const;
+ arma_warn_unused inline bool operator!=(const row_col_iterator& rhs) const;
+
+ // So that we satisfy the STL iterator types.
+ typedef std::bidirectional_iterator_tag iterator_category;
+ typedef eT value_type;
+ typedef std::ptrdiff_t difference_type; // TODO: not certain on this one
+ typedef const eT* pointer;
+ typedef const eT& reference;
+
+ arma_aligned const Mat<eT>* M;
+ arma_aligned const eT* current_ptr;
+ arma_aligned uword current_col;
+ arma_aligned uword current_row;
+ };
+
+
+ inline iterator begin();
+ inline const_iterator begin() const;
+ inline const_iterator cbegin() const;
+
+ inline iterator end();
+ inline const_iterator end() const;
+ inline const_iterator cend() const;
+
+ inline col_iterator begin_col(const uword col_num);
+ inline const_col_iterator begin_col(const uword col_num) const;
+
+ inline col_iterator end_col (const uword col_num);
+ inline const_col_iterator end_col (const uword col_num) const;
+
+ inline row_iterator begin_row(const uword row_num);
+ inline const_row_iterator begin_row(const uword row_num) const;
+
+ inline row_iterator end_row (const uword row_num);
+ inline const_row_iterator end_row (const uword row_num) const;
+
+ inline row_col_iterator begin_row_col();
+ inline const_row_col_iterator begin_row_col() const;
+
+ inline row_col_iterator end_row_col();
+ inline const_row_col_iterator end_row_col() const;
+
+
+ inline void clear();
+ inline bool empty() const;
+ inline uword size() const;
+
+ arma_warn_unused inline eT& front();
+ arma_warn_unused inline const eT& front() const;
+
+ arma_warn_unused inline eT& back();
+ arma_warn_unused inline const eT& back() const;
+
+ inline void swap(Mat& B);
+
+ inline void steal_mem(Mat& X); //!< don't use this unless you're writing code internal to Armadillo
+ inline void steal_mem(Mat& X, const bool is_move); //!< don't use this unless you're writing code internal to Armadillo
+
+ inline void steal_mem_col(Mat& X, const uword max_n_rows);
+
+
+ template<uword fixed_n_rows, uword fixed_n_cols> class fixed;
+
+
+ protected:
+
+ inline void init_cold();
+ inline void init_warm(uword in_n_rows, uword in_n_cols);
+
+ arma_cold inline void init(const std::string& text);
+
+ inline void init(const std::initializer_list<eT>& list);
+ inline void init(const std::initializer_list< std::initializer_list<eT> >& list);
+
+ template<typename T1, typename T2>
+ inline void init(const Base<pod_type,T1>& A, const Base<pod_type,T2>& B);
+
+ inline Mat(const char junk, const eT* aux_mem, const uword aux_n_rows, const uword aux_n_cols);
+
+ inline Mat(const arma_vec_indicator&, const uhword in_vec_state);
+ inline Mat(const arma_vec_indicator&, const uword in_n_rows, const uword in_n_cols, const uhword in_vec_state);
+
+ inline Mat(const arma_fixed_indicator&, const uword in_n_rows, const uword in_n_cols, const uhword in_vec_state, const eT* in_mem);
+
+
+ friend class Cube<eT>;
+ friend class subview_cube<eT>;
+ friend class glue_join;
+ friend class op_strans;
+ friend class op_htrans;
+ friend class op_resize;
+ friend class op_mean;
+ friend class op_max;
+ friend class op_min;
+
+
+ public:
+
+ #if defined(ARMA_EXTRA_MAT_PROTO)
+ #include ARMA_INCFILE_WRAP(ARMA_EXTRA_MAT_PROTO)
+ #endif
+ };
+
+
+
+template<typename eT>
+template<uword fixed_n_rows, uword fixed_n_cols>
+class Mat<eT>::fixed : public Mat<eT>
+ {
+ private:
+
+ static constexpr uword fixed_n_elem = fixed_n_rows * fixed_n_cols;
+ static constexpr bool use_extra = (fixed_n_elem > arma_config::mat_prealloc);
+
+ arma_align_mem eT mem_local_extra[ (use_extra) ? fixed_n_elem : 1 ];
+
+
+ public:
+
+ typedef fixed<fixed_n_rows, fixed_n_cols> Mat_fixed_type;
+
+ typedef eT elem_type;
+ typedef typename get_pod_type<eT>::result pod_type;
+
+ static constexpr bool is_col = (fixed_n_cols == 1);
+ static constexpr bool is_row = (fixed_n_rows == 1);
+ static constexpr bool is_xvec = false;
+
+ static const uword n_rows; // value provided below the class definition
+ static const uword n_cols; // value provided below the class definition
+ static const uword n_elem; // value provided below the class definition
+
+ arma_inline fixed();
+ arma_inline fixed(const fixed<fixed_n_rows, fixed_n_cols>& X);
+
+ inline fixed(const fill::scalar_holder<eT> f);
+ template<typename fill_type> inline fixed(const fill::fill_class<fill_type>& f);
+ template<typename T1> inline fixed(const Base<eT,T1>& A);
+ template<typename T1, typename T2> inline fixed(const Base<pod_type,T1>& A, const Base<pod_type,T2>& B);
+
+ inline fixed(const eT* aux_mem);
+
+ inline fixed(const char* text);
+ inline fixed(const std::string& text);
+
+ using Mat<eT>::operator=;
+ using Mat<eT>::operator();
+
+ inline fixed(const std::initializer_list<eT>& list);
+ inline Mat& operator=(const std::initializer_list<eT>& list);
+
+ inline fixed(const std::initializer_list< std::initializer_list<eT> >& list);
+ inline Mat& operator=(const std::initializer_list< std::initializer_list<eT> >& list);
+
+ arma_inline Mat& operator=(const fixed<fixed_n_rows, fixed_n_cols>& X);
+
+ #if defined(ARMA_GOOD_COMPILER)
+ template<typename T1, typename eop_type> inline Mat& operator=(const eOp<T1, eop_type>& X);
+ template<typename T1, typename T2, typename eglue_type> inline Mat& operator=(const eGlue<T1, T2, eglue_type>& X);
+ #endif
+
+ arma_warn_unused arma_inline const Op< Mat_fixed_type, op_htrans > t() const;
+ arma_warn_unused arma_inline const Op< Mat_fixed_type, op_htrans > ht() const;
+ arma_warn_unused arma_inline const Op< Mat_fixed_type, op_strans > st() const;
+
+ arma_warn_unused arma_inline const eT& at_alt (const uword i) const;
+
+ arma_warn_unused arma_inline eT& operator[] (const uword i);
+ arma_warn_unused arma_inline const eT& operator[] (const uword i) const;
+ arma_warn_unused arma_inline eT& at (const uword i);
+ arma_warn_unused arma_inline const eT& at (const uword i) const;
+ arma_warn_unused arma_inline eT& operator() (const uword i);
+ arma_warn_unused arma_inline const eT& operator() (const uword i) const;
+
+ #if defined(__cpp_multidimensional_subscript)
+ arma_warn_unused arma_inline eT& operator[] (const uword in_row, const uword in_col);
+ arma_warn_unused arma_inline const eT& operator[] (const uword in_row, const uword in_col) const;
+ #endif
+
+ arma_warn_unused arma_inline eT& at (const uword in_row, const uword in_col);
+ arma_warn_unused arma_inline const eT& at (const uword in_row, const uword in_col) const;
+ arma_warn_unused arma_inline eT& operator() (const uword in_row, const uword in_col);
+ arma_warn_unused arma_inline const eT& operator() (const uword in_row, const uword in_col) const;
+
+ arma_warn_unused arma_inline eT* colptr(const uword in_col);
+ arma_warn_unused arma_inline const eT* colptr(const uword in_col) const;
+
+ arma_warn_unused arma_inline eT* memptr();
+ arma_warn_unused arma_inline const eT* memptr() const;
+
+ arma_warn_unused arma_inline bool is_vec() const;
+
+ inline const Mat<eT>& fill(const eT val);
+ inline const Mat<eT>& zeros();
+ inline const Mat<eT>& ones();
+ };
+
+
+
+// these definitions are outside of the class due to bizarre C++ rules;
+// C++17 has inline variables to address this shortcoming
+
+template<typename eT>
+template<uword fixed_n_rows, uword fixed_n_cols>
+const uword Mat<eT>::fixed<fixed_n_rows, fixed_n_cols>::n_rows = fixed_n_rows;
+
+template<typename eT>
+template<uword fixed_n_rows, uword fixed_n_cols>
+const uword Mat<eT>::fixed<fixed_n_rows, fixed_n_cols>::n_cols = fixed_n_cols;
+
+template<typename eT>
+template<uword fixed_n_rows, uword fixed_n_cols>
+const uword Mat<eT>::fixed<fixed_n_rows, fixed_n_cols>::n_elem = fixed_n_rows * fixed_n_cols;
+
+
+
+class Mat_aux
+ {
+ public:
+
+ template<typename eT> inline static void prefix_pp(Mat<eT>& x);
+ template<typename T> inline static void prefix_pp(Mat< std::complex<T> >& x);
+
+ template<typename eT> inline static void postfix_pp(Mat<eT>& x);
+ template<typename T> inline static void postfix_pp(Mat< std::complex<T> >& x);
+
+ template<typename eT> inline static void prefix_mm(Mat<eT>& x);
+ template<typename T> inline static void prefix_mm(Mat< std::complex<T> >& x);
+
+ template<typename eT> inline static void postfix_mm(Mat<eT>& x);
+ template<typename T> inline static void postfix_mm(Mat< std::complex<T> >& x);
+
+ template<typename eT, typename T1> inline static void set_real(Mat<eT>& out, const Base<eT,T1>& X);
+ template<typename T, typename T1> inline static void set_real(Mat< std::complex<T> >& out, const Base< T,T1>& X);
+
+ template<typename eT, typename T1> inline static void set_imag(Mat<eT>& out, const Base<eT,T1>& X);
+ template<typename T, typename T1> inline static void set_imag(Mat< std::complex<T> >& out, const Base< T,T1>& X);
+ };
+
+
+
+//! @}