SciPy

scipy.linalg.orthΒΆ

scipy.linalg.orth(A)[source]ΒΆ

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

Previous topic

scipy.linalg.diagsvd

Next topic

scipy.linalg.cholesky