TuringLang / DynamicPPL.jl / 13419888128

Pull #779

github

Remove LogDensityProblemsAD; wrap adtype in LogDensityFunction (#806)

* Remove LogDensityProblemsAD

* Implement LogDensityFunctionWithGrad in place of ADgradient

* Dynamically decide whether to use closure vs constant

* Combine LogDensityFunction{,WithGrad} into one (#811)

* Warn if unsupported AD type is used

* Update changelog

* Update DI compat bound

Co-authored-by: Guillaume Dalle <22795598+gdalle@users.noreply.github.com>

* Don't store with_closure inside LogDensityFunction

Co-authored-by: Guillaume Dalle <22795598+gdalle@users.noreply.github.com>

* setadtype --> LogDensityFunction

* Re-add ForwardDiffExt (including tests)

* Add more tests for coverage

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Co-authored-by: Guillaume Dalle <22795598+gdalle@users.noreply.github.com>

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