/**++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ * * * PANIC * Portable Algorithms and Numerics In C++ * * Scientific computing from scratch, with feeling. * * Copyright (c) 2026 Michelle Bausager * * This file is part of PANIC. * * PANIC is free software licensed under the GNU General Public License v3.0 or later. * You may redistribute and/or modify it under the terms of the GPL. * * PANIC is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; * without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. * See the LICENSE file for the full license text. * * SPDX-License-Identifier: GPL-3.0-or-later * *++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ * * Project Name: PANIC * Module Name: math * File Name: div.hpp * Revision: 0.1.0 * Date: 30-07-2026 * Author: Michelle Bausager * * Description: * Functions to divide panic::tensor * *++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ * * @file mul.hpp * @brief Public API for multiplying operations on PANIC vectors and matrices. * * This header contains the declarations that users of the math module should call. * The comments here describe how each function is used, what dimensions are required, * and what is returned on failure. * * Implementation details, OpenMP thresholds, and explicit template instantiations are * kept in mul.cpp. * *++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++*/ #pragma once #include // for panic::vector #include // for panic::matrix namespace panic{ namespace math{ /** * @brief Divides a scalar to every element of a vector. * * Computes: * @code * c[i] = a[i] / k * @endcode * * @tparam T Numeric element type. * @param a Input vector. * @param k Scalar value multiplied to each element of @p a. * @param c Output vector. Resized to match @p a. * * @return true if @p c was resized and filled successfully. * @return false if resizing @p c failed. * * @note This overload writes the result into an existing vector to avoid * unnecessary temporary allocations. */ template bool div(const panic::tensor::vector& a, const T k, panic::tensor::vector& c); /** * @brief Returns a new vector containing a scalar divided to every element. * * Computes: * @code * result[i] = a[i] / k * @endcode * * @tparam T Numeric element type. * @param a Input vector. * @param k Scalar value miltiplied to each element of @p a. * * @return A new vector containing the result. * @return An empty vector if the operation fails. * * @note This overload is convenient, but may allocate a new vector. */ template panic::tensor::vector div(const panic::tensor::vector& a, const T k); /** * @brief Divide a vector elementwise too a vector. * * Computes: * @code * c[i] = a[i] / b[i] * @endcode * * @tparam T Numeric element type. * @param a First vector. * @param b Second vector. Must have size of @p a * @param c Output vector. Resized to match @p a. * * @return true if @p c was resized and filled successfully. * @return false if vector sizes do not match or resizing @p c failed. */ template bool div(const panic::tensor::vector& a, const panic::tensor::vector& b, panic::tensor::vector& c); /** * @brief Returns a new vector containing a vector diveded elementwise. * * Computes: * @code * result[i] = a[i] / b[i] * @endcode * * @tparam T Numeric element type. * @param a First vector. * @param b Second vector. Must have size of @p a * @param k Scalar value multiplied to each element of @p a. * * @return A new vector containing the result. * @return An empty vector if the operation fails. * * @note This overload is convenient, but may allocate a new vector. */ template panic::tensor::vector div(const panic::tensor::vector& a, const panic::tensor::vector& b); /** * @brief Divides a scalar to every element of a matix. * * Computes: * @code * C(i,j) = A(i,j) / k * @endcode * * @tparam T Numeric element type. * @param A Input matrix. * @param k Scalar value multiplied to each element of @p A. * @param C Output Matrix. Resized to match @p A. * * @return true if @p C was resized and filled successfully. * @return false if resizing @p C failed. * * @note This overload writes the result into an existing vector to avoid * unnecessary temporary allocations. */ template bool div(const panic::tensor::matrix& A, const T k, panic::tensor::matrix& C); /** * @brief Returns a new matrix containing a scalar diveded to every element. * * Computes: * @code * result(i,j) = A(i,j) / k * @endcode * * @tparam T Numeric element type. * @param A Input matrix. * @param k Scalar value multiplied to each element of @p A. * * @return A new matrix containing the result. * @return An empty matrix if the operation fails. * * @note This overload is convenient, but may allocate a new vector. */ template panic::tensor::matrix div(const panic::tensor::matrix& A, const T k); /** * @brief Divides a matrix elementwise too a matrix. * * Computes: * @code * C(i,j) = A(i,j) / B(i,j) * @endcode * * @tparam T Numeric element type. * @param A First matrix. * @param B Second matrix. Must have size of @p A. * @param C Output matrix. Resized to match @p A. * * @return true if @p C was resized and filled successfully. * @return false if vector sizes do not match or resizing @p c failed. */ template bool div(const panic::tensor::matrix& A, const panic::tensor::matrix& B, panic::tensor::matrix& C); /** * @brief Returns a new matrix containing a matrix divided elementwise. * * Computes: * @code * result(i,j) = A(i,j) / B(i,j) * @endcode * * @tparam T Numeric element type. * @param A Input matrix. * @param B Second matrix. Must have size of @p A. * * @return A new matrix containing the result. * @return An empty matrix if the operation fails. * * @note This overload is convenient, but may allocate a new vector. */ template panic::tensor::matrix div(const panic::tensor::matrix& A, const panic::tensor::matrix& B); /** * @brief Divides a vector rowwise too a matrix. * * Computes: * @code * C(i,j) = A(i,j) / b[j] * @endcode * * @tparam T Numeric element type. * @param A Matrix. * @param b Vector. Must have size of @p A.cols(). * @param C Output matrix. Resized to match @p A. * * @return true if @p C was resized and filled successfully. * @return false if vector sizes do not match or resizing @p c failed. */ template bool div_rowwise(const panic::tensor::matrix& A, const panic::tensor::vector& b, panic::tensor::matrix& C); /** * @brief Divides a vector rowwise too a matrix. * * Computes: * @code * result(i,j) = A(i,j) / b[j] * @endcode * * @tparam T Numeric element type. * @param A Matrix. * @param b Vector. Must have size of @p A.cols(). * * @return A new matrix containing the result. * @return An empty matrix if the operation fails. * * @note This overload is convenient, but may allocate a new vector. */ template panic::tensor::matrix div_rowwise(const panic::tensor::matrix& A, const panic::tensor::vector& b); /** * @brief Divides a vector colwise too a matrix. * * Computes: * @code * C(i,j) = A(i,j) / b[i] * @endcode * * @tparam T Numeric element type. * @param A Matrix. * @param b Vector. Must have size of @p A.rows(). * @param C Output matrix. Resized to match @p A. * * @return true if @p C was resized and filled successfully. * @return false if vector sizes do not match or resizing @p c failed. */ template bool div_colwise(const panic::tensor::matrix& A, const panic::tensor::vector& b, panic::tensor::matrix& C); /** * @brief Divides a vector colwise too a matrix. * * Computes: * @code * result(i,j) = A(i,j) / b[i] * @endcode * * @tparam T Numeric element type. * @param A Matrix. * @param b Vector. Must have size of @p A.rows(). * * @return A new matrix containing the result. * @return An empty matrix if the operation fails. * * @note This overload is convenient, but may allocate a new vector. */ template panic::tensor::matrix div_colwise(const panic::tensor::matrix& A, const panic::tensor::vector& b); } // namespace math } // namespace panic