A modern implementation of the BUGS probabilistic programming language in Julia.
For a working example, follow this link.
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A domain specific language (DSL) for probabilistic graphical models
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TuringLang/JuliaBUGS.jl
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A domain specific language (DSL) for probabilistic graphical models