GPRModel Class Reference

List of all members.

Public Member Functions
	GPRModel ()
void	inference (MatrixXd X, VectorXd Y)
double	predict (VectorXd x)
void	setParameters ()
Private Member Functions
MatrixXd	k (MatrixXd A, MatrixXd B)
Private Attributes
VectorXd	alpha
std::vector< double >	dnlZ
std::vector< double >	hyp
double	nlZ
MatrixXd	X
MatrixXd	Y

---

Detailed Description

Definition at line 59 of file gpr.cpp.

---

Constructor & Destructor Documentation

GPRModel::GPRModel

(

)

Definition at line 81 of file gpr.cpp.

---

Member Function Documentation

VectorXd GPRModel::inference	(	MatrixXd	X,
		VectorXd	Y
	)

Definition at line 162 of file gpr.cpp.

MatrixXd GPRModel::k	(	MatrixXd	A,
		MatrixXd	B
	)		[private]

Definition at line 98 of file gpr.cpp.

double GPRModel::predict

(

VectorXd

x

)

Definition at line 231 of file gpr.cpp.

void GPRModel::setParameters

(

)

Definition at line 90 of file gpr.cpp.

---

Member Data Documentation

VectorXd GPRModel::alpha [private]

Definition at line 65 of file gpr.cpp.

std::vector<double> GPRModel::dnlZ [private]

Definition at line 70 of file gpr.cpp.

std::vector<double> GPRModel::hyp [private]

Definition at line 67 of file gpr.cpp.

double GPRModel::nlZ [private]

Definition at line 69 of file gpr.cpp.

MatrixXd GPRModel::X [private]

Definition at line 62 of file gpr.cpp.

MatrixXd GPRModel::Y [private]

Definition at line 63 of file gpr.cpp.

---

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

• gpr.cpp