SciPy

scipy.linalg.diagsvd

scipy.linalg.diagsvd(s, M, N)[source]

Construct the sigma matrix in SVD from singular values and size M, N.

Parameters:

s : (M,) or (N,) array_like

Singular values

M : int

Size of the matrix whose singular values are s.

N : int

Size of the matrix whose singular values are s.

Returns:

S : (M, N) ndarray

The S-matrix in the singular value decomposition

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