Grad

Returns a function which computes the gradient.

Abstract Signature:

Grad(fun: Callable, argnums: Union[int, list[int]] = 0)

PyTorch

API: torch.func.grad
Strategy: Direct Mapping
Official Docs ↗

JAX (Core)

API: jax.grad
Strategy: Direct Mapping
Official Docs ↗

TensorFlow

API: tf.gradients
Strategy: Direct Mapping
Official Docs ↗

Apple MLX

API: mlx.core.grad
Strategy: Direct Mapping
Official Docs ↗

Flax NNX

API: flax.nnx.grad
Strategy: Direct Mapping
Official Docs ↗

PaxML / Praxis

API: jax.grad
Strategy: Direct Mapping
Official Docs ↗