lars.hpp

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/*
 * SPDX-FileCopyrightText: Copyright (c) 2020-2025, NVIDIA CORPORATION.
 * SPDX-License-Identifier: Apache-2.0
 */
 
#pragma once
 
#include <cuml/common/logger.hpp>
 
#include <raft/core/handle.hpp>
 
namespace ML {
namespace Solver {
namespace Lars {
 
template <typename math_t, typename idx_t>
void larsFit(const raft::handle_t& handle,
             math_t* X,
             idx_t n_rows,
             idx_t n_cols,
             const math_t* y,
             math_t* beta,
             idx_t* active_idx,
             math_t* alphas,
             idx_t* n_active,
             math_t* Gram,
             int max_iter,
             math_t* coef_path,
             rapids_logger::level_enum verbosity,
             idx_t ld_X,
             idx_t ld_G,
             math_t eps);
 
template <typename math_t, typename idx_t>
void larsPredict(const raft::handle_t& handle,
                 const math_t* X,
                 idx_t n_rows,
                 idx_t n_cols,
                 idx_t ld_X,
                 const math_t* beta,
                 idx_t n_active,
                 idx_t* active_idx,
                 math_t intercept,
                 math_t* preds);
};  // namespace Lars
};  // namespace Solver
};  // end namespace ML