TuringLang / DynamicPPL.jl / 16800313066

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Release v0.37 (#901)

* Bump minor version to 0.37.0

* Accumulators, stage 1 (#885)

* Release 0.36

* AbstractPPL 0.11 + change prefixing behaviour (#830)

* AbstractPPL 0.11; change prefixing behaviour

* Use DynamicPPL.prefix rather than overloading

* Remove VarInfo(VarInfo, params) (#870)

* Unify `{untyped,typed}_{vector_,}varinfo` constructor functions (#879)

* Unify {Untyped,Typed}{Vector,}VarInfo constructors

* Update invocations

* NTVarInfo

* Fix tests

* More fixes

* Fixes

* Fixes

* Fixes

* Use lowercase functions, don't deprecate VarInfo

* Rewrite VarInfo docstring

* Fix methods

* Fix methods (really)

* Draft of accumulators

* Fix some variable names

* Fix pointwise_logdensities, gut tilde_observe, remove resetlogp!!

* Map rather than broadcast

Co-authored-by: Tor Erlend Fjelde <tor.erlend95@gmail.com>

* Start documenting accumulators

* Use Val{symbols} instead of AccTypes to index

* More documentation for accumulators

* Link varinfo by default in AD testing utilities; make test suite run on linked varinfos (#890)

* Link VarInfo by default

* Tweak interface

* Fix tests

* Fix interface so that callers can inspect results

* Document

* Fix tests

* Fix changelog

* Test linked varinfos

Closes #891

* Fix docstring + use AbstractFloat

* Fix resetlogp!! and type stability for accumulators

* Fix type rigidity of LogProbs and NumProduce

* Fix uses of getlogp and other assorted issues

* setaccs!! nicer interface and logdensity function fixes

* Revert back to calling the macro @addlogprob!

* Remove a dead test

* Clarify a comment

* Implement split/combine for PointwiseLogdensityAccumulator

* Switch ThreadSafeVarInfo.accs_by_thread to be a tuple

* Fix `condition` and `fix` in submodels (#892)

* Fix conditioning in submodels

* Simplify contextual_isassumption

* Add documentation

* Fix some tests

* Add tests; fix a bunch of nested submodel issues

* Fix fix as well

* Fix doctests

* Add unit tests for new fu... (continued)

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