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There are a few things missing from the := to reach peak utility:
- Tracked variables are only included in calls to
sample=> not currently used inreturnedorpredict, i.e. it's non-trivial to extract:=values using achain. -
:=values are included in thechainreturned fromsample. However, it is treated as a standard parameter in the resulting chain! This means that it's not possible for downstream functionality, e.g.predict, to determine which parameters are actual parameters taht should go into, say, aVarInfo, and parameters that are from:=expressions and thus should not go in, say, aVarInfo. Ref: Track:=variables in resulting chains #693 -
Some things we'd like to track involve expensive computations that are unnecessary for inference. Hence we should ideally have a way to only activate this when we're not sampling. Ref: Convenience macros to use withinDocs on sub-model workflow for generated quantities, predictions, and performance optimisations #810 (comment) is preferred as an alternative workflow instead of introducing more macros.@model#714
penelopeysm and seabbsseabbs
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