generalBlockSVD: SVD using an incremental SVD algorithm.

Description Usage Arguments Details Value Examples

Description

SVD using an incremental SVD algorithm.

Usage

1
generalBlockSVD(A, k = 2, q = 1)

Arguments

k

number of local SVDs to concatenate at each level

q

number of levels

x

a real nxp matrix

Details

Singular values and left singular vectors of a real nxp matrix

Value

a list of three components with the singular values and left and right singular vectors of the matrix

Examples

1
2
3
(V <- (matrix(1:30, nrow=5, ncol=6)))
generalBlockSVD(V,2,3)
all.equal(generalBlockSVD(V,2,3)$u, base::svd(V)$u)

isglobal-brge/svdParallel documentation built on June 26, 2019, 9:40 p.m.