Generate Union of Causal Net Predictions
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dbdimitrov commented
Some MILP problems result in multiple equally good (local) solutions. A non-arbitrary way (independent of random state) to deal with those is to create a union of them.
SCIPy will additionally not converge properly with larger problems (now more notable due to recent update and size increase of the OmniPath PPI).
- Implement an option to internally generate a union of solutions
- Change example to use Gurobi