Collaboration diagram for gplib::gp_reg_multi::implementation:

Public Member Functions
vec	eval_mean (vector< mat > &data)

mv_gauss	predict (const vector< mat > &new_data)

mat	comp_Q (const vector< mat > &a, const vector< mat > &b, vector< mat > &u)

mv_gauss	predict_FITC (const vector< mat > &new_x)

mv_gauss	marginal ()

void	set_params (const vector< double > &params)

vector< double >	get_params ()

double	log_marginal ()

double	log_marginal_fitc ()

double	train (int max_iter, double tol)

double	train_FITC (int max_iter, double tol)

Static Public Member Functions
static double	training_obj (const vector< double > &theta, vector< double > &grad, void *fdata)

static double	training_obj_FITC (const vector< double > &theta, vector< double > &grad, void *fdata)

Public Attributes
shared_ptr< multioutput_kernel_class >	kernel

vector< mat >	X

vector< vec >	y

vector< mat >	M

double	sigma = 0.01

size_t	state = FULL

Member Function Documentation

mat gplib::gp_reg_multi::implementation::comp_Q	(	const vector< mat > &	a,
		const vector< mat > &	b,
		vector< mat > &	u
	)

inline

vec gplib::gp_reg_multi::implementation::eval_mean ( vector< mat > & data )

inline

vector<double> gplib::gp_reg_multi::implementation::get_params ( )

inline

double gplib::gp_reg_multi::implementation::log_marginal ( )

inline

double gplib::gp_reg_multi::implementation::log_marginal_fitc ( )

inline

mv_gauss gplib::gp_reg_multi::implementation::marginal ( )

inline

mv_gauss gplib::gp_reg_multi::implementation::predict ( const vector< mat > & new_data )

inline

mv_gauss gplib::gp_reg_multi::implementation::predict_FITC ( const vector< mat > & new_x )

inline

void gplib::gp_reg_multi::implementation::set_params ( const vector< double > & params )

inline

double gplib::gp_reg_multi::implementation::train	(	int	max_iter,
		double	tol
	)

inline

double gplib::gp_reg_multi::implementation::train_FITC	(	int	max_iter,
		double	tol
	)

inline

static double gplib::gp_reg_multi::implementation::training_obj	(	const vector< double > &	theta,
		vector< double > &	grad,
		void *	fdata
	)

inlinestatic

static double gplib::gp_reg_multi::implementation::training_obj_FITC	(	const vector< double > &	theta,
		vector< double > &	grad,
		void *	fdata
	)

inlinestatic

Member Data Documentation

shared_ptr<multioutput_kernel_class> gplib::gp_reg_multi::implementation::kernel

vector<mat> gplib::gp_reg_multi::implementation::M

double gplib::gp_reg_multi::implementation::sigma = 0.01

size_t gplib::gp_reg_multi::implementation::state = FULL

vector<mat> gplib::gp_reg_multi::implementation::X

vector<vec> gplib::gp_reg_multi::implementation::y

The documentation for this struct was generated from the following file: