Control.Monad.Bayes.Inference.RMSMC

Definitions

rmsmc : MonadSample m => Nat -> Nat -> Nat -> Sequential (Traced (Population m)) a -> Population m a

  Resample-move Sequential Monte Carlo.

Visibility: export

rmsmcBasic : MonadSample m => Nat -> Nat -> Nat -> Sequential (Traced (Population m)) a -> Population m a

  Resample-move Sequential Monte Carlo with a more efficient
  tracing representation.

Visibility: export

rmsmcLocal : MonadSample m => Nat -> Nat -> Nat -> Sequential (Traced (Population m)) a -> Population m a

  A variant of resample-move Sequential Monte Carlo
  where only random variables since last resampling are considered
  for rejuvenation.

Visibility: export