ORLM: Training Large Language Models for Optimization Modeling
☆236Sep 18, 2025Updated 5 months ago
Alternatives and similar repositories for ORLM
Users that are interested in ORLM are comparing it to the libraries listed below
Sorting:
- RLVR for LLMs in optimization modeling☆45Dec 17, 2025Updated 2 months ago
- Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"☆114Feb 6, 2026Updated 3 weeks ago
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆123Nov 19, 2025Updated 3 months ago
- Optimization Modeling Using mip Solvers and large language models☆243Nov 4, 2025Updated 3 months ago
- OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM☆75Aug 28, 2025Updated 6 months ago
- Natural Language for Optimization Modelling☆68Jun 11, 2025Updated 8 months ago
- Predict and search framework for MilP☆66Nov 20, 2022Updated 3 years ago
- OptiBench and ReSocratic Synthesis Method☆30Oct 2, 2025Updated 5 months ago
- JSSP dataset for LLMs☆17May 29, 2025Updated 9 months ago
- A Collection on Large Language Models for Optimization☆337Jan 4, 2026Updated last month
- Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"☆65Feb 23, 2025Updated last year
- ☆20Oct 12, 2022Updated 3 years ago
- LLM4OR homepage project.☆24Aug 29, 2025Updated 6 months ago
- Multi-task end-to-end predict-then-optimize☆14Apr 28, 2023Updated 2 years ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆57Aug 11, 2023Updated 2 years ago
- ☆144Dec 3, 2025Updated 2 months ago
- ☆24Jan 6, 2026Updated last month
- OptiChat: Explaining Optimization Models Using LLMs☆63Updated this week
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆29Jan 22, 2026Updated last month
- Awesome machine learning for combinatorial optimization papers.☆2,076Nov 7, 2025Updated 3 months ago
- A Decision Rule Approach for Two-Stage Data-Driven Distributionally Robust Optimization Problems with Random Recourse☆34Aug 25, 2022Updated 3 years ago
- Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap☆70Jul 15, 2025Updated 7 months ago
- ☆20Aug 8, 2024Updated last year
- A simple Python interface for VRPSolver, a state-of-the-art Branch-Cut-and-Price exact solver for vehicle routing problems☆163Jan 22, 2026Updated last month
- Deep reinforcement approach to solving dynamic pickup and delivery problem☆21Jun 7, 2021Updated 4 years ago
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆132Mar 18, 2025Updated 11 months ago
- Open-source, state-of-the-art vehicle routing problem solver in an easy-to-use Python package.☆581Updated this week
- Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning☆46Jul 10, 2023Updated 2 years ago
- A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming☆635Feb 11, 2026Updated 2 weeks ago
- An exact algorithm for the maximum clique problem (MCP) which improves over state-of-the-art approaches in some cases by orders of magnit…☆15Nov 15, 2025Updated 3 months ago
- [NeurIPS 2025] Official code for "Tropical Attention: Neural Algorithmic Reasoning for Combinatorial Algorithms"☆23Oct 23, 2025Updated 4 months ago
- Meta-Reinforcement Learning with Policy Residual Representation☆11Aug 15, 2019Updated 6 years ago
- ☆29Mar 18, 2025Updated 11 months ago
- ☆23Feb 8, 2024Updated 2 years ago
- [NeurIPS 2023] Learning to Configure Separators in Branch-and-Cut☆21Mar 1, 2024Updated 2 years ago
- Code for solving LP on GPU using first-order methods☆231Jun 7, 2025Updated 8 months ago
- Neural Combinatorial Optimization☆94Feb 19, 2026Updated last week
- ☆76Feb 20, 2026Updated last week
- Meal Delivery Routing Problem Test Instance Library☆70Feb 28, 2018Updated 8 years ago