SVD2

The SVD2 class performs Single Value Decompositions (SVDs) using the Eigen class. For a direct, more robust algorithm that is less sensitive to round-off errors,

See also: the SVD class.

Linear Supertypes

SVDecomp, AnyRef, Any

Instance Constructors

new SVD2(a: MatrixD)

a
the matrix to be deflated/decomposed

Value Members

final def !=(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def ##(): Int

Definition Classes
AnyRef → Any
final def ==(arg0: Any): Boolean

Definition Classes
AnyRef → Any
final def asInstanceOf[T0]: T0

Definition Classes
Any
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
def deflate(): (MatrixD, MatrixD, MatrixD)

Deflate matrix 'a' and decompose it into 'u * s * v.t', where 'u's columns are the eigenvectors of 'a * a.t' and 'v's columns are the eigenvectors of 'a.t * a'.
final def eq(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def equals(arg0: Any): Boolean

Definition Classes
AnyRef → Any
def factor(): (MatrixD, VectorD, MatrixD)

Factor matrix 'a' forming a diagonal matrix consisting of singular values and return the singular values in a vector.
Factor matrix 'a' forming a diagonal matrix consisting of singular values and return the singular values in a vector.

Definition Classes
SVD2 → SVDecomp
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
def hashCode(): Int

Definition Classes
AnyRef → Any
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
def toString(): String

Definition Classes
AnyRef → Any
final def wait(): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long, arg1: Int): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )

Related Doc: package linalgebra

class SVD2 extends SVDecomp

Instance Constructors

new SVD2(a: MatrixD)

Value Members

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: Any): Boolean

final def asInstanceOf[T0]: T0

def clone(): AnyRef

def deflate(): (MatrixD, MatrixD, MatrixD)

final def eq(arg0: AnyRef): Boolean

def equals(arg0: Any): Boolean

def factor(): (MatrixD, VectorD, MatrixD)

def finalize(): Unit

final def getClass(): Class[_]

def hashCode(): Int

final def isInstanceOf[T0]: Boolean

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

final def synchronized[T0](arg0: ⇒ T0): T0

def toString(): String

final def wait(): Unit

final def wait(arg0: Long, arg1: Int): Unit

final def wait(arg0: Long): Unit

Inherited from SVDecomp

Inherited from AnyRef

Inherited from Any

Ungrouped