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sample calls it draws, and the default dim is also draw. Whenever I want to use a kwarg to specify the number of draws I am always surprised it's called samples. Does everyone agree?
If so we could rename and add a futurewarning for the old arg name.
Or make everything samples... just use the same arg name please :)