ds4dm / ml4co-competition
Machine Learning for Combinatorial Optimization - NeurIPS'21 competition
☆134Updated 2 years ago
Alternatives and similar repositories for ml4co-competition:
Users that are interested in ml4co-competition are comparing it to the libraries listed below
- Extensible Combinatorial Optimization Learning Environments☆339Updated 2 weeks ago
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆50Updated 3 years ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆37Updated 8 months ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆373Updated 3 years ago
- ☆26Updated 3 years ago
- ☆46Updated 3 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆80Updated 4 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆229Updated 3 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆198Updated 7 months ago
- Predict and search framework for MilP☆53Updated 2 years ago
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆67Updated 3 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆98Updated 2 years ago
- ☆18Updated 7 months ago
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆49Updated 3 years ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆48Updated last year
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆81Updated 3 years ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆191Updated 4 years ago
- ☆31Updated 2 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆150Updated 5 years ago
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆31Updated 7 months ago
- ☆39Updated last month
- Learning to solve Minimum Vertex Cover using Graph Convolutional Networks and RL☆76Updated 6 years ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆161Updated 4 years ago
- DPDP☆100Updated 2 years ago
- Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)☆33Updated 4 years ago
- Adaptive Cut Selection in Mixed-Integer Linear Programming☆13Updated last year
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆99Updated 2 years ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆64Updated last year
- ☆37Updated 6 years ago
- The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'☆84Updated 3 years ago