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There are excellent Julia bindings to CPLEX, Gurobi, and many other optimization libraries: http://www.juliaopt.org/. At some point there may be pure Julia linear programming libraries, but initially it's much more fruitful to provide a consistent shared interfaces to existing libraries than to reimplement them.


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