PyTorch
API: torch.manual_seed
Strategy: Direct Mapping
JAX (Core)
API: —
Strategy: Plugin (rng_threading)
NumPy
API: numpy.random.seed
Strategy: Direct Mapping
TensorFlow
API: tf.random.set_seed
Strategy: Direct Mapping
Apple MLX
API: mlx.core.random.seed
Strategy: Direct Mapping