Use default keyword arguments when sampling from Sampler #1187
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This PR adds support for default keyword arguments when calling, e.g.,
sample(model, Sampler(ESS(), model), 100)by making use of the newly introducedAbstractMCMC.mcmcsampleandAbstractMCMC.mcmcpsamplethat contain the core sampling logic.