PyTorch
API: torch.seed
Strategy: Direct Mapping
JAX (Core)
API: —
Strategy: Custom / Partial
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