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I've made minimal use of Stan, and not really used Pymc3, but from a quick look, it seems Pymc3 is a bit more integrated than RStan. In RStan, you end up writing Stan code as an alien, wrapping the foreign syntax in quotes, and then shoveling the code as a string into Stan. There isn't really an R grammar for Stan as near as I can tell.


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