AdvancedPS.jl

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Pass kwargs on to Libtask

1

This PR modifies LibtaskExt to allow sampling from Turing models with keyword arguments with SMC or PG. See https://github.com/TuringLang/Turing.jl/pull/2660 for usage. It's hacky: it assumes that `AbstractGenericModel` has fields called...

penelopeysm

Update `SSMProblems` interface

5

With the addition of the state prior, there are a few minor changes that need to be made to the interface. - [x] Update TracedSSM (would like some feedback here)...

charlesknipp

LibtaskExt: state needs to include (1) VarInfo, (2) a boolean indicating whether to resample

1

https://github.com/TuringLang/AdvancedPS.jl/blob/3cb7ec8bca08cc94c411787664e8440bca6aa6ed/ext/AdvancedPSLibtaskExt.jl#L19-L26 Right now the `other` field only stores a `VarInfo`. By coincidence (okay, historical design), the varinfo also contains a flag called "del" which says whether we need to resample...

penelopeysm