ds4dm / ml4co-competitionLinks
Machine Learning for Combinatorial Optimization - NeurIPS'21 competition
☆135Updated 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
Sorting:
- Extensible Combinatorial Optimization Learning Environments☆342Updated last month
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆50Updated 4 years ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆38Updated 9 months ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆377Updated 3 years ago
- ☆26Updated 4 years ago
- ☆47Updated 3 years 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
- ☆31Updated 2 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)☆231Updated 3 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆202Updated 8 months ago
- ☆39Updated 2 months ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆83Updated 3 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆150Updated 5 years ago
- Code implementation for NeurIPS 2019 submission 'Reinforcement Learning for Integer Programming: Learning to Cut'☆40Updated 5 years ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆49Updated last year
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆100Updated 2 years ago
- ☆18Updated 8 months ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆191Updated 4 years ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆64Updated 2 years ago
- ☆42Updated last month
- ☆132Updated 2 years ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆163Updated 4 years ago
- ☆11Updated 3 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆107Updated 2 years ago
- DPDP☆100Updated 2 years ago
- Adaptive Cut Selection in Mixed-Integer Linear Programming☆13Updated last year
- The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'☆84Updated 4 years ago
- Winner of NeurIPS 2021 student leaderboard. Self-bootstrapping bayesian optimization for SCIP configuration using GNNs.☆13Updated 2 years ago