Implement Jax backend
In the simplest terms, to support Jax we have to
- add a
@jit
decorator like in Numba and - optimistically replace
import numpy as np
withimport jax.numpy as np
The API has of course some deviations, but for many cases this should work. Shall we add it here, alongside the Numba backend implementation?