jax.lax.linalg.svd

jax.lax.linalg.svd(x, *, full_matrices=True, compute_uv=True, subset_by_index=None)

Singular value decomposition.

Returns the singular values if compute_uv is False, otherwise returns a triple containing the left singular vectors, the singular values and the adjoint of the right singular vectors.

Parameters:

• x (ArrayLike) –

• full_matrices (bool) –

• compute_uv (bool) –

• subset_by_index (tuple[int, int] | None) –

Return type:

Array | tuple[Array, Array, Array]