liujl11git / GNN-MILP
[ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng Lu, Wotao Yin.
☆48Updated last year
Alternatives and similar repositories for GNN-MILP
Users that are interested in GNN-MILP are comparing it to the libraries listed below
Sorting:
- Predict and search framework for MilP☆53Updated 2 years ago
- ☆26Updated 3 years ago
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆67Updated 3 years ago
- ☆46Updated 3 years ago
- [ICLR 2023 spotlight] "On Representing Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng Lu, W…☆35Updated last year
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆37Updated 8 months ago
- Neur2SP: Neural Two-Stage Stochastic Programming☆47Updated 2 years ago
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆50Updated 3 years ago
- ☆23Updated last year
- ☆31Updated 2 years ago
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆31Updated 7 months ago
- ☆75Updated 2 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆98Updated 2 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆82Updated 3 years ago
- ☆39Updated last year
- Reinforcement Learning for Cut Selection☆11Updated 2 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆50Updated last year
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆53Updated 11 months ago
- Code implementation for NeurIPS 2019 submission 'Reinforcement Learning for Integer Programming: Learning to Cut'☆40Updated 5 years ago
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆56Updated 2 years ago
- ☆46Updated 11 months ago
- Machine-learning-based column selection☆36Updated 3 years ago
- ☆52Updated 3 years ago
- The official implementation of DIG-MILP☆14Updated last year
- ☆11Updated 3 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆69Updated 9 months ago
- ☆18Updated 7 months ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆103Updated 2 years ago
- ☆22Updated last year
- Efficient Active Search☆49Updated 3 years ago