ds4dm / learn2branch-ecoleLinks
Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)
☆46Updated last year
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☆67Updated 3 years ago
- ☆35Updated 3 years ago
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆68Updated 4 years ago
- ☆26Updated 4 years ago
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆50Updated 4 years ago
- ☆50Updated 3 years ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆139Updated 3 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆238Updated last year
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆56Updated 2 years ago
- ☆23Updated last year
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆65Updated 2 years ago
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆35Updated last year
- ☆12Updated 4 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆402Updated 4 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆239Updated 4 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆103Updated 2 years ago
- ☆134Updated 3 years ago
- Neural Combinatorial Optimization☆84Updated 2 months ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆165Updated 5 years ago
- Reinforcement Learning for Cut Selection☆12Updated 3 years ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆201Updated 5 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆80Updated 7 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆99Updated 11 months ago
- ☆45Updated 8 months ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆81Updated 5 years ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆449Updated this week
- DPDP☆104Updated 3 years ago
- Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.☆38Updated 2 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆57Updated 7 months ago
- ☆12Updated last year