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Add standard HMC/NUTS defaults and options #86

@brandonwillard

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@brandonwillard

Aside from constructing complete sampler loops per #80, we need to set some standard HMC/NUTS defaults (e.g. mass matrix adaptation) and clarify the settings/options interface to the sampler construction process.

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