ds4dm / learn2branch-ecoleLinks
Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)
☆42Updated 11 months ago
Alternatives and similar repositories for learn2branch-ecole
Users that are interested in learn2branch-ecole are comparing it to the libraries listed below
Sorting:
- Predict and search framework for MilP☆58Updated 2 years ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆51Updated last year
- ☆33Updated 2 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆214Updated 10 months ago
- ☆23Updated last year
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆50Updated 4 years ago
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆68Updated 4 years ago
- ☆27Updated 4 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆100Updated 2 years ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆135Updated 2 years ago
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆63Updated 2 years ago
- ☆48Updated 3 years ago
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆32Updated 10 months ago
- ☆11Updated 3 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆381Updated 3 years ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆74Updated 2 weeks ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆233Updated 3 years ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆336Updated this week
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆164Updated 10 months ago
- Reinforcement Learning for Cut Selection☆11Updated 2 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆112Updated 2 years ago
- ☆42Updated 3 months ago
- Efficient Active Search☆52Updated 3 years ago
- ☆18Updated 10 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆92Updated 6 months ago
- Neural Combinatorial Optimization☆65Updated 3 weeks ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆195Updated 5 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆85Updated 3 years ago
- ☆132Updated 2 years ago
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆64Updated last month