Comment by freemint

I use JuMP as modeling language. For MILP i am usually using Gurobi or SCIP. For ILP problems have have been looking in to the exact solver https://gitlab.com/JoD/exact which seems quiet promising.

For NLP i usually go with either https://worhp.de/ or just IpOpt.