Rand

Returns a tensor filled with random numbers from a uniform distribution on [0, 1).

Abstract Signature:

Rand(size: int, dtype = None)

PyTorchJAX (Core)NumPyKerasTensorFlowApple MLXFlax NNXPaxML / Praxis

PyTorch

API: torch.rand

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: jax.random.uniform

Strategy: Plugin (inject_prng)

NumPy

API: np.random.rand

Strategy: Direct Mapping

Official Docs ↗

Keras

API: keras.random.uniform

Strategy: Direct Mapping

Official Docs ↗

TensorFlow

API: tf.random.uniform

Strategy: Direct Mapping

Official Docs ↗

Apple MLX

API: mlx.core.random.uniform

Strategy: Direct Mapping

Official Docs ↗

Flax NNX

API: jax.random.uniform

Strategy: Plugin (inject_prng)

PaxML / Praxis

API: jax.random.uniform

Strategy: Plugin (inject_prng)