lars.hpp File Reference

#include <cuml/common/logger.hpp>
#include <raft/core/handle.hpp>

Include dependency graph for lars.hpp:

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Namespaces
	ML
	ML::Solver
	ML::Solver::Lars

Functions
template<typename math_t , typename idx_t >
void	ML::Solver::Lars::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)
	Train a regressor using LARS method. More...
template<typename math_t , typename idx_t >
void	ML::Solver::Lars::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)
	Predict with LARS regressor. More...