gplib::gp_reg::implementation Struct Reference

Public Member Functions
vec	eval_mean (const arma::mat &data)
mv_gauss	predict (const arma::mat &new_data)
mv_gauss	marginal ()
double	log_marginal ()
double	train (int max_iter, double tol)

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

Public Attributes
shared_ptr< kernel_class >	kernel
mat	X
vec	y

Member Function Documentation

vec gplib::gp_reg::implementation::eval_mean ( const arma::mat &  data )

inline

double gplib::gp_reg::implementation::log_marginal ( )

inline

mv_gauss gplib::gp_reg::implementation::marginal ( )

inline

mv_gauss gplib::gp_reg::implementation::predict ( const arma::mat &  new_data )

inline

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

inline

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

inlinestatic

Member Data Documentation

shared_ptr<kernel_class> gplib::gp_reg::implementation::kernel

mat gplib::gp_reg::implementation::X

vec gplib::gp_reg::implementation::y

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

• src/gplib/gpreg.cc