SCIP is an optimization software, that can solve mixed interger (non)linear 
programs: http://scip.zib.de/
It has a python interface: PySCIPOpt 
https://github.com/SCIP-Interfaces/PySCIPOpt
#24662 <https://trac.sagemath.org/ticket/24662>
We have now added this as a sage package and written a backend, see #21003, 
<https://trac.sagemath.org/ticket/21003> which is based on #24662. 
<https://trac.sagemath.org/ticket/24662>

It would be great if some people could test it  and possibly review it!

Cheers
 Moritz 
<https://trac.sagemath.org/ticket/21003>

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