Public Member Functions | Private Member Functions | Private Attributes
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

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.

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:


kelsey_sandbox
Author(s): kelsey
autogenerated on Wed Nov 27 2013 11:52:04