SciPy

scipy.linalg.orth

scipy.linalg.orth(A)[source]

Construct an orthonormal basis for the range of A using SVD

Parameters:

A : (M, N) ndarray

Input array

Returns:

Q : (M, K) ndarray

Orthonormal basis for the range of A. K = effective rank of A, as determined by automatic cutoff

See also

svd
Singular value decomposition of a matrix

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