Add parallel tempering

[rlouf]

Parallel tempering is a meta-algorithm that runs several chains in parallel with different "temperatures" and swaps them regularly. This samples multi-model posteriors better than with a single chain.

The implementation should be generic and take any kernel with signature kernel(rng_key, state) -> new_state