adding static_keynames support

[mishmish66]

Added support for static_keynames which lets you specify key names to ignore for jax transformations #64
, all tests seem to be passing I've attached the test log (bash test.sh > test_out.txt)
test_out.txt

I'd love to have a cleaner way to get the static_keynames in the flatten func if anyone has ideas, this way there's no indication to users that static_keynames is something placed in there by chex, but calling it _static_keynames set off the tests for private access.

To demonstrate a use case with this I can dataclassify this:

@chex.dataclass(frozen=True)
class Foo:
    name: str
    data: jnp.ndarray

def noise(key, foo):
    rng, key = jax.random.split(key)
    noise = jax.random.normal(rng, foo.data.shape)
    return foo.data + noise

but when I try to JIT the noise function it will crash because the name in the dataclass is a str which is not a valid jax type.

If I do this instead:

@chex.dataclass(frozen=True, static_keynames=["name"])
class Foo:
    name: str
    data: jnp.ndarray

def noise(key, foo):
    rng, key = jax.random.split(key)
    noise = jax.random.normal(rng, foo.data.shape)
    return foo.data + noise

then it won't crash since it will make the name field static
now I can jit it just fine (but if I try to use a static field in a jax transformed function in a non-static way then it will crash)

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[mishmish66]

Is there anything else I should do to get this change in?