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1. HGS-CVRPHGS-CVRPPublic

   Modern implementation of the hybrid genetic search (HGS) algorithm specialized to the capacitated vehicle routing problem (CVRP). This code also includes an additional neighborhood called SWAP*.

   C++ 439 98

2. BA-TreesBA-TreesPublic

   Born-Again Tree Ensembles: Transforms a random forest into a single, minimal-size, tree with exactly the same prediction function in the entire feature space (ICML 2020).

   C++ 69 5

3. HGS-CARPHGS-CARPPublic

   Hybrid Genetic Search for Arc Routing Problems. From "Node, edge, arc routing and turn penalties : Multiple problems - One neighborhood extension, Operations Research, 65(4), 2017", by Thibaut Vidal.

   C++ 38 24

4. OCEANOCEANPublic

   OCEAN: Optimal Counterfactual Explanations in Tree Ensembles (ICML 2021)

   Python 36 9

5. Districting-RoutingDistricting-RoutingPublic

   Source code associated with the paper "Deep Learning for Data-Driven Districting-and-Routing", authored by A. Ferraz, Q. Cappart, and T. Vidal

   Python 27 3

6. DRAFTDRAFTPublic

   DRAFT : Dataset Reconstruction Attack From Trained ensembles. Source code associated with the paper "Trained Random Forests Completely Reveal your Dataset (ICML'24, forthcoming)" authored by Julien…

   Python 19 3