#include <cuml/linear_model/qn.h>
#include <raft/core/handle.hpp>

Include dependency graph for glm.hpp:

This graph shows which files directly or indirectly include this file:

Namespaces
	ML

	ML::GLM

Functions
void	ML::GLM::olsFit (const raft::handle_t &handle, float input, size_t n_rows, size_t n_cols, float labels, float coef, float intercept, bool fit_intercept, bool normalize, int algo=0, float *sample_weight=nullptr)

void	ML::GLM::olsFit (const raft::handle_t &handle, double input, size_t n_rows, size_t n_cols, double labels, double coef, double intercept, bool fit_intercept, bool normalize, int algo=0, double *sample_weight=nullptr)

void	ML::GLM::ridgeFit (const raft::handle_t &handle, float input, size_t n_rows, size_t n_cols, float labels, float alpha, int n_alpha, float coef, float intercept, bool fit_intercept, bool normalize, int algo=0, float sample_weight=nullptr)

void	ML::GLM::ridgeFit (const raft::handle_t &handle, double input, size_t n_rows, size_t n_cols, double labels, double alpha, int n_alpha, double coef, double intercept, bool fit_intercept, bool normalize, int algo=0, double sample_weight=nullptr)

void	ML::GLM::gemmPredict (const raft::handle_t &handle, const float input, size_t n_rows, size_t n_cols, const float coef, float intercept, float *preds)

void	ML::GLM::gemmPredict (const raft::handle_t &handle, const double input, size_t n_rows, size_t n_cols, const double coef, double intercept, double *preds)

template<typename T , typename I = int>
void	ML::GLM::qnFit (const raft::handle_t &cuml_handle, const qn_params &params, T X, bool X_col_major, T y, I N, I D, I C, T w0, T f, int num_iters, T sample_weight=nullptr, T svr_eps=0)
	Fit a GLM using quasi newton methods. More...

template<typename T , typename I = int>
void	ML::GLM::qnFitSparse (const raft::handle_t &cuml_handle, const qn_params &params, T X_values, I X_cols, I X_row_ids, I X_nnz, T y, I N, I D, I C, T w0, T f, int num_iters, T sample_weight=nullptr, T svr_eps=0)
	Fit a GLM using quasi newton methods. More...

template<typename T , typename I = int>
void	ML::GLM::qnDecisionFunction (const raft::handle_t &cuml_handle, const qn_params &params, T X, bool X_col_major, I N, I D, I C, T coefs, T *scores)
	Obtain the confidence scores of samples. More...

template<typename T , typename I = int>
void	ML::GLM::qnDecisionFunctionSparse (const raft::handle_t &cuml_handle, const qn_params &params, T X_values, I X_cols, I X_row_ids, I X_nnz, I N, I D, I C, T coefs, T *scores)
	Obtain the confidence scores of samples. More...

template<typename T , typename I = int>
void	ML::GLM::qnPredict (const raft::handle_t &cuml_handle, const qn_params &params, T X, bool X_col_major, I N, I D, I C, T coefs, T *preds)
	Predict a GLM using quasi newton methods. More...

template<typename T , typename I = int>
void	ML::GLM::qnPredictSparse (const raft::handle_t &cuml_handle, const qn_params &params, T X_values, I X_cols, I X_row_ids, I X_nnz, I N, I D, I C, T coefs, T *preds)
	Predict a GLM using quasi newton methods. More...

Namespaces

Functions