Description Usage Arguments Details Value Examples
SVD using an incremental SVD algorithm.
1 | generalBlockSVD(A, k = 2, q = 1)
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k |
number of local SVDs to concatenate at each level |
q |
number of levels |
x |
a real nxp matrix |
Singular values and left singular vectors of a real nxp matrix
a list of three components with the singular values and left and right singular vectors of the matrix
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)
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