pulsatrix::SVDResult Struct Reference

SVD()'s result, the thin factorization A = U diag(S) V^T with k = min(m, n). More...

#include <matrix_decompositions.hpp>

Collaboration diagram for pulsatrix::SVDResult:

Public Attributes
Tensor	u
	Shape (m, k): orthonormal left singular vectors.
Tensor	s
	Shape (k): singular values, largest first, non-negative.
Tensor	v
	Shape (n, k): orthonormal right singular vectors, signs made canonical.

Detailed Description

SVD()'s result, the thin factorization A = U diag(S) V^T with k = min(m, n).

Member Data Documentation

s

Tensor pulsatrix::SVDResult::s

Shape (k): singular values, largest first, non-negative.

u

Tensor pulsatrix::SVDResult::u

Shape (m, k): orthonormal left singular vectors.

v

Tensor pulsatrix::SVDResult::v

Shape (n, k): orthonormal right singular vectors, signs made canonical.

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The documentation for this struct was generated from the following file:

• include/pulsatrix/matrix_decompositions.hpp