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List of all members | Static Public Member Functions
CMatrixOperations Class Reference

Detailed Description

The helper class is used for Laplace and KL methods.

Definition at line 53 of file MatrixOperations.h.

Static Public Member Functions

static SGMatrix< float64_tget_choleksy (SGVector< float64_t > W, SGVector< float64_t > sW, SGMatrix< float64_t > kernel, float64_t scale)
 
static SGMatrix< float64_tget_choleksy (Eigen::VectorXd eigen_W, Eigen::VectorXd eigen_sW, Eigen::MatrixXd eigen_kernel, float64_t scale)
 
static SGMatrix< float64_tget_inverse (SGMatrix< float64_t > L, SGMatrix< float64_t > kernel, SGVector< float64_t > sW, SGMatrix< float64_t > V, float64_t scale)
 
static SGMatrix< float64_tget_inverse (Eigen::MatrixXd eigen_L, Eigen::MatrixXd eigen_kernel, Eigen::VectorXd eigen_sW, Eigen::MatrixXd eigen_V, float64_t scale)
 
static SGMatrix< float64_tget_inverse (SGMatrix< float64_t > L, SGMatrix< float64_t > kernel, SGVector< float64_t > sW, float64_t scale)
 
static SGMatrix< float64_tget_inverse (Eigen::MatrixXd eigen_L, Eigen::MatrixXd eigen_kernel, Eigen::VectorXd eigen_sW, float64_t scale)
 

Member Function Documentation

SGMatrix< float64_t > get_choleksy ( SGVector< float64_t W,
SGVector< float64_t sW,
SGMatrix< float64_t kernel,
float64_t  scale 
)
static

Definition at line 86 of file MatrixOperations.cpp.

static SGMatrix<float64_t> get_choleksy ( Eigen::VectorXd  eigen_W,
Eigen::VectorXd  eigen_sW,
Eigen::MatrixXd  eigen_kernel,
float64_t  scale 
)
static
SGMatrix< float64_t > get_inverse ( SGMatrix< float64_t L,
SGMatrix< float64_t kernel,
SGVector< float64_t sW,
SGMatrix< float64_t V,
float64_t  scale 
)
static

Definition at line 159 of file MatrixOperations.cpp.

static SGMatrix<float64_t> get_inverse ( Eigen::MatrixXd  eigen_L,
Eigen::MatrixXd  eigen_kernel,
Eigen::VectorXd  eigen_sW,
Eigen::MatrixXd  eigen_V,
float64_t  scale 
)
static
SGMatrix< float64_t > get_inverse ( SGMatrix< float64_t L,
SGMatrix< float64_t kernel,
SGVector< float64_t sW,
float64_t  scale 
)
static

Definition at line 97 of file MatrixOperations.cpp.

SGMatrix< float64_t > get_inverse ( Eigen::MatrixXd  eigen_L,
Eigen::MatrixXd  eigen_kernel,
Eigen::VectorXd  eigen_sW,
float64_t  scale 
)
static

Definition at line 107 of file MatrixOperations.cpp.


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

SHOGUN Machine Learning Toolbox - Documentation