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Diagnostics output #52

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@alecksphillips

MCMC and SMC samplers should output some extra info for their output including:

  • Weights (for SMC)
  • Effective sample size
  • Acceptance ratio (for MCMC)
  • log-probabiltiy (for MCMC [and possibly for SMC as well])

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