Seed

Sets the seed for generating random numbers.

PyTorchJAX (Core)NumPyTensorFlowApple MLX

PyTorch

API: torch.seed

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: —

Strategy: Custom / Partial

NumPy

API: numpy.random.seed

Strategy: Direct Mapping

Official Docs ↗

TensorFlow

API: tf.random.set_seed

Strategy: Direct Mapping

Official Docs ↗

Apple MLX

API: mlx.core.random.seed

Strategy: Direct Mapping

Official Docs ↗