Cardinal-Operations / ORLMLinks
ORLM: Training Large Language Models for Optimization Modeling
☆173Updated 3 months ago
Alternatives and similar repositories for ORLM
Users that are interested in ORLM are comparing it to the libraries listed below
Sorting:
- Recent research papers about Foundation Models for Combinatorial Optimization☆326Updated this week
- Optimization Modeling Using mip Solvers and large language models☆199Updated 8 months ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆191Updated 2 months ago
- A Collection on Large Language Models for Optimization☆268Updated 8 months ago
- Evolution of Heuristics☆181Updated 5 months ago
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆73Updated 2 months ago
- Predict and search framework for MilP☆58Updated 2 years ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆164Updated 9 months ago
- Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"☆103Updated 5 months ago
- ☆34Updated 2 months ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆55Updated last year
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆104Updated 3 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆92Updated 5 months ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆71Updated last month
- Natural Language for Optimization Modelling☆52Updated last month
- Easy Integer Programming☆101Updated 3 years ago
- ☆125Updated 9 months ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆41Updated 10 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆82Updated last month
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆60Updated 2 years ago
- Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"☆54Updated 4 months ago
- ☆32Updated 2 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆112Updated 2 years ago
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆22Updated last month
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆71Updated 2 months ago
- A benchmarking repo with various solution methods to various machine scheduling problems☆141Updated 5 months ago
- ☆21Updated 2 years ago
- ☆17Updated 2 years ago
- Python package to read and write vehicle routing problem instances.☆111Updated 2 months ago
- Neural Combinatorial Optimization☆64Updated last week