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svd

NumPy

numpy.linalg.svd(a, full_matrices=True, compute_uv=True, hermitian=False) → Tuple[ ndarray, ... ]

CuPy

cupy.linalg.svd(a, full_matrices=True, compute_uv=True) → Tuple[ ndarray, ... ]

dask.array

dask.array.linalg.svd(a, coerce_signs=True) → Tuple[ ndarray, ... ]

JAX

jax.numpy.linalg.svd(a, full_matrices=True, compute_uv=True) → Tuple[ ndarray, ... ]

MXNet

np.linalg.svd(a) → Tuple[ ndarray, ... ]

PyTorch

torch.svd(input, some=True, compute_uv=True, *, out=None) → Tuple[ Tensor, ... ]

TensorFlow

tf.linalg.svd(tensor, full_matrices=False, compute_uv=True, name=None) → Tuple[ Tensor, ... ]