nasheydari / HypOp
Hypergraph Neural Network-Based Combinatorial Optimization
☆86Updated 6 months ago
Alternatives and similar repositories for HypOp:
Users that are interested in HypOp are comparing it to the libraries listed below
- [NeurIPS 2023] Learning to Configure Separators in Branch-and-Cut☆21Updated last year
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆67Updated 8 months ago
- ☆26Updated 3 years ago
- JAX + Flax implementation of "Combinatorial Optimization with Physics-Inspired Graph Neural Networks" by Schuetz et al.☆50Updated 2 years ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆66Updated 3 weeks ago
- Python package to read and write vehicle routing problem instances.☆106Updated 6 months ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆98Updated 2 years ago
- Predict and search framework for MilP☆52Updated 2 years ago
- ☆31Updated 2 years ago
- Graph Neural Network architecture to solve the decision variant of the Traveling Salesperson Problem (is there a Hamiltonian tour in G wi…☆116Updated 5 years ago
- Representing CP problems as graphs☆18Updated 4 months ago
- ☆23Updated last year
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆20Updated 7 months ago
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆55Updated last year
- ☆46Updated 10 months ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆46Updated 9 months ago
- ☆38Updated last year
- Efficient Active Search☆49Updated 3 years ago
- ☆154Updated last year
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆36Updated 8 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆82Updated 3 months ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆57Updated 2 years ago
- ☆47Updated 2 years ago
- Official Schlably Repository by the Institute for TMDT☆78Updated 2 years ago
- A benchmarking repo with various solution methods to various machine scheduling problems☆129Updated 2 months ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆276Updated last week
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆99Updated 2 years ago
- Deep Reinforced Multi-Pointer Transformer forthe Traveling Salesman Problem☆36Updated 3 years ago
- Learning-to-Optimize for Mixed-Integer Non-Linear Programming☆30Updated 3 weeks ago
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆31Updated 6 months ago