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Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff

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We should upstream some code in the DistributionsAD package (see https://github.com/TuringLang/DistributionsAD.jl/issues/280 and https://github.com/TuringLang/DistributionsAD.jl/issues/281). Additionally, Mooncake and Enzyme no longer require this package. Ultimately, we would like to deprecate this package...

Some things I don't understand: 1. Why does `arraydist` exist? 2. Why is `arraydist` in this package? It seemingly has nothing to do with autodiff. 3. When should I use...