matrix_rank

Returns the rank (i.e., number of non-zero singular values) of a matrix (or a stack of matrices).

Abstract Signature:

matrix_rank(x: array, rtol: Optional[Union[float, array]])

PyTorchJAX (Core)NumPyTensorFlow

PyTorch

API: torch.linalg.matrix_rank

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: jax.numpy.linalg.matrix_rank

Strategy: Direct Mapping

Official Docs ↗

NumPy

API: numpy.linalg.matrix_rank

Strategy: Direct Mapping

Official Docs ↗

TensorFlow

API: tf.linalg.matrix_rank

Strategy: Direct Mapping

Official Docs ↗