scalation.linalgebra

SVD2

class SVD2 extends SVDecomp

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
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. SVD2
  2. SVDecomp
  3. AnyRef
  4. Any
  1. Hide All
  2. Show all
Learn more about member selection
Visibility
  1. Public
  2. All

Instance Constructors

  1. new SVD2(a: MatrixD)

    a

    the matrix to be deflated/decomposed

Value Members

  1. final def !=(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  5. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  6. def deflate(): VectorD

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

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

    Definition Classes
    SVD2 → SVDecomp

  7. def deflateV(): (MatrixD, MatrixD, MatrixD)

    Deflate matrix 'a' and decompose it into 'u * s * v.

    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'.

    Definition Classes
    SVD2 → SVDecomp

  8. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  9. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  10. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  11. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any

  12. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  13. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  14. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  15. final def notify(): Unit

    Definition Classes
    AnyRef

  16. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

    Definition Classes
    AnyRef

  18. def toString(): String

    Definition Classes
    AnyRef → Any

  19. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  21. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from SVDecomp

Inherited from AnyRef

Inherited from Any

Ungrouped