/**++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 * 
 *
 *                                              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:       tensor
 * File Name:         one_hot.hpp
 * Revision:          0.1.0
 * Date:              31-07-2026
 * Author:            Michelle Bausager
 *
 * Description:
 * Functions to one_hot matrices
 *
 *++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++*/
#pragma once

#include <tensor/vector.hpp>
#include <tensor/matrix.hpp> // for panic::vector
#include <config/types.hpp> 

namespace panic{
namespace tensor{

/**
 * @brief Outputs an one_hot matrix
 *
 * Computes:
 * @code

 * @endcode
 *
 * @tparam T Numeric element type.
 * @param size Number of columns.
 * @param a Input vector that contains here 1 should be
 * @param B Output matrix
 *
 * @return true if @p B was resized and filled successfully.
 * @return false if resizing @p B failed.
 *
 * @note This overload writes the result into an existing vector to avoid
 *       unnecessary temporary allocations.
 */
template <typename T>
bool one_hot(const panic::types::uint_t size, const panic::tensor::uint_vector& a, panic::tensor::matrix<T>& B);

/**
 * @brief Returns a one_hot matrix
 *
 * Computes:
 * @code
 * @endcode
 *
 * @param T Numeric element type.
 * @param size Number of columns.
 * @param a Input vector that contains here 1 should be
 *
 * @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 <typename T>
//panic::tensor::matrix<T> one_hot(const panic::types::uint_t size, const panic::tensor::vector<T>& a);






} // namespace tensor
} // namespace panic