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Are there heuristics for which MCMC sampler to use for inference? Considering this is a probabilistic programming library, I'm guessing there must be data available (over the set of project using this library) on which samplers to use when? Obviously each has its advantages and disadvantages but there must be some community knowledge/heuristics for picking them?
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Are there heuristics for which MCMC sampler to use for inference? Considering this is a probabilistic programming library, I'm guessing there must be data available (over the set of project using this library) on which samplers to use when? Obviously each has its advantages and disadvantages but there must be some community knowledge/heuristics for picking them?
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