a review of the REQUIRE sets for each package gives some high level sense 
of the differences:

   https://github.com/JuliaOpt/JuMP.jl/blob/master/REQUIRE

   https://github.com/JuliaOpt/Convex.jl/blob/master/REQUIRE


enjoy !!!

cdm

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