91 lines
2.5 KiB
C++
91 lines
2.5 KiB
C++
/**++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
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*
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*
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* PANIC
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* Portable Algorithms and Numerics In C++
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*
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* Scientific computing from scratch, with feeling.
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*
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* Copyright (c) 2026 Michelle Bausager
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*
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* This file is part of PANIC.
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*
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* PANIC is free software licensed under the GNU General Public License v3.0 or later.
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* You may redistribute and/or modify it under the terms of the GPL.
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*
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* PANIC is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY;
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* without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
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* See the LICENSE file for the full license text.
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*
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* SPDX-License-Identifier: GPL-3.0-or-later
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*
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*++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
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*
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* Project Name: PANIC
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* Module Name: tensor
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* File Name: one_hot.hpp
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* Revision: 0.1.0
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* Date: 31-07-2026
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* Author: Michelle Bausager
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*
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* Description:
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* Functions to one_hot matrices
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*
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*++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++*/
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#pragma once
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#include <tensor/vector.hpp>
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#include <tensor/matrix.hpp> // for panic::vector
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#include <config/types.hpp>
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namespace panic{
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namespace tensor{
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/**
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* @brief Outputs an one_hot matrix
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*
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* Computes:
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* @code
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* @endcode
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*
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* @tparam T Numeric element type.
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* @param size Number of columns.
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* @param a Input vector that contains here 1 should be
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* @param B Output matrix
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*
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* @return true if @p B was resized and filled successfully.
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* @return false if resizing @p B failed.
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*
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* @note This overload writes the result into an existing vector to avoid
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* unnecessary temporary allocations.
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*/
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template <typename T>
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bool one_hot(const panic::types::uint_t size, const panic::tensor::uint_vector& a, panic::tensor::matrix<T>& B);
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/**
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* @brief Returns a one_hot matrix
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*
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* Computes:
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* @code
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* @endcode
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*
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* @param T Numeric element type.
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* @param size Number of columns.
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* @param a Input vector that contains here 1 should be
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*
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* @return A new vector containing the result.
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* @return An empty vector if the operation fails.
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*
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* @note This overload is convenient, but may allocate a new vector.
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*/
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//template <typename T>
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//panic::tensor::matrix<T> one_hot(const panic::types::uint_t size, const panic::tensor::vector<T>& a);
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} // namespace tensor
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} // namespace panic
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