Allow for more general chain_method in MCMC #1825
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Fixes #1725
Currently, we only support "vectorized" chain method in HMC/NUTS. This PR allows chain_method to be a callable, so that users can use vectorized method via
chain_method=jax.vmap.I found this is simpler than supporting vmap explicitly for each kernel.