C# Class Accord.Math.Decompositions.SingularValueDecomposition

Inheritance: ICloneable, ISolverDecomposition

Public Methods

Method	Description
Clone ( ) : object	Creates a new object that is a copy of the current instance.
Inverse ( ) : ].double[	Computes the (pseudo-)inverse of the matrix given to the Singular value decomposition.
SingularValueDecomposition ( double value ) : System	Constructs a new singular value decomposition.
SingularValueDecomposition ( double value, bool computeLeftSingularVectors, bool computeRightSingularVectors ) : System	Constructs a new singular value decomposition.
SingularValueDecomposition ( double value, bool computeLeftSingularVectors, bool computeRightSingularVectors, bool autoTranspose ) : System	Constructs a new singular value decomposition.
SingularValueDecomposition ( double value, bool computeLeftSingularVectors, bool computeRightSingularVectors, bool autoTranspose, bool inPlace ) : System	Constructs a new singular value decomposition.
Solve ( double value ) : ].double[	Solves a linear equation system of the form AX = B.
Solve ( double value ) : double[]	Solves a linear equation system of the form Ax = b.

Method	Description
SingularValueDecomposition ( ) : System

Creates a new object that is a copy of the current instance.

public Clone ( ) : object
return	object

Computes the (pseudo-)inverse of the matrix given to the Singular value decomposition.

public Inverse ( ) : ].double[
return	].double[

Constructs a new singular value decomposition.

public SingularValueDecomposition ( double value ) : System
value	double	/// The matrix to be decomposed.
return	System

Constructs a new singular value decomposition.

public SingularValueDecomposition ( double value, bool computeLeftSingularVectors, bool computeRightSingularVectors ) : System
value	double	/// The matrix to be decomposed.
computeLeftSingularVectors	bool	/// Pass if the left singular vector matrix U /// should be computed. Pass otherwise. Default /// is .
computeRightSingularVectors	bool	/// Pass if the right singular vector matrix V /// should be computed. Pass otherwise. Default /// is .
return	System

Constructs a new singular value decomposition.

public SingularValueDecomposition ( double value, bool computeLeftSingularVectors, bool computeRightSingularVectors, bool autoTranspose ) : System
value	double	/// The matrix to be decomposed.
computeLeftSingularVectors	bool	/// Pass if the left singular vector matrix U /// should be computed. Pass otherwise. Default /// is .
computeRightSingularVectors	bool	/// Pass if the right singular vector matrix V /// should be computed. Pass otherwise. Default /// is .
autoTranspose	bool	/// Pass to automatically transpose the value matrix in /// case JAMA's assumptions about the dimensionality of the matrix are violated. /// Pass otherwise. Default is .
return	System

Constructs a new singular value decomposition.

public SingularValueDecomposition ( double value, bool computeLeftSingularVectors, bool computeRightSingularVectors, bool autoTranspose, bool inPlace ) : System
value	double	/// The matrix to be decomposed.
computeLeftSingularVectors	bool	/// Pass if the left singular vector matrix U /// should be computed. Pass otherwise. Default /// is .
computeRightSingularVectors	bool	/// Pass if the right singular vector matrix V /// should be computed. Pass otherwise. Default /// is .
autoTranspose	bool	/// Pass to automatically transpose the value matrix in /// case JAMA's assumptions about the dimensionality of the matrix are violated. /// Pass otherwise. Default is .
inPlace	bool	/// Pass to perform the decomposition in place. The matrix /// will be destroyed in the process, resulting in less /// memory comsumption.
return	System

Solves a linear equation system of the form AX = B.

public Solve ( double value ) : ].double[
value	double	Parameter B from the equation AX = B.
return	].double[

Solves a linear equation system of the form Ax = b.

public Solve ( double value ) : double[]
value	double	The b from the equation Ax = b.
return	double[]