Gaul

++++++++++++++++++
- Rewrite HMC sampler

- Use ``lax.scan`` (a lot faster) with progress bars
- Allow ``ln_posterior`` function to take additional arguments

- Rewrite optimizers to use ``lax.fori_loop``
- Add more documentation
- Add more tests

++++++++++++++++++
- Initial release