Support integer parameters.
Adapt Metropolis to support integer params.
Adapt MALA for integer params.
Adapt HMC to support mixed parameters.
Adapt NUTS for discrete/continuous params.
Adapt NUTSDA to use discrete/continuous parameters.
Adapt slice for discrete/continuous params.