liujl11git / GNN-LPLinks
[ICLR 2023 spotlight] "On Representing Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng Lu, Wotao Yin.
☆36Updated last year
Alternatives and similar repositories for GNN-LP
Users that are interested in GNN-LP are comparing it to the libraries listed below
Sorting:
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆51Updated last year
- Predict and search framework for MilP☆53Updated 2 years ago
- ☆26Updated 4 years ago
- Neur2SP: Neural Two-Stage Stochastic Programming☆48Updated 2 years ago
- DPDP☆100Updated 2 years ago
- ☆11Updated 3 years ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆38Updated 9 months ago
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆67Updated 3 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
- ☆47Updated 3 years ago
- ☆23Updated last year
- ☆42Updated last month
- A Neural Separation Algorithm for the Rounded Capacity Inequalities (IJOC, 2024)☆14Updated last year
- Source code associated with the paper "Deep Learning for Data-Driven Districting-and-Routing", authored by A. Ferraz, Q. Cappart, and T. …☆24Updated 9 months ago
- Reinforcement Learning for Cut Selection☆11Updated 2 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆83Updated 3 years ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆135Updated 2 years ago
- This repository is the the implementation of the JAIR paper: https://doi.org/10.1613/jair.1.15320. This repository provides the codebase …☆46Updated 2 months ago
- ☆26Updated last year
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆68Updated 3 weeks ago
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆50Updated 4 years ago
- ☆40Updated last year
- A benchmarking suite for maximum independent set solvers.☆51Updated last year
- ☆21Updated 2 years ago
- Deep Reinforced Multi-Pointer Transformer forthe Traveling Salesman Problem☆39Updated 3 years ago
- ☆31Updated 2 years ago
- RouteOpt☆39Updated 2 weeks ago
- Representing CP problems as graphs☆19Updated 5 months ago
- ☆155Updated last year
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆50Updated 10 months ago