teshnizi / OptiMUSLinks
Optimization Modeling Using mip Solvers and large language models
☆217Updated 11 months ago
Alternatives and similar repositories for OptiMUS
Users that are interested in OptiMUS are comparing it to the libraries listed below
Sorting:
- ORLM: Training Large Language Models for Optimization Modeling☆193Updated 3 weeks ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆375Updated this week
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆210Updated 4 months ago
- A Collection on Large Language Models for Optimization☆293Updated 11 months ago
- Evolution of Heuristics☆217Updated last month
- Predict and search framework for MilP☆60Updated 2 years ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆43Updated last year
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆171Updated last year
- ☆49Updated 3 years ago
- OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM☆55Updated last month
- [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆91Updated 3 weeks ago
- Neural Combinatorial Optimization☆70Updated 2 weeks ago
- ☆34Updated 3 years ago
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆83Updated 5 months ago
- ☆18Updated 3 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆114Updated 2 years ago
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆113Updated 6 months ago
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆175Updated 2 weeks ago
- Neur2SP: Neural Two-Stage Stochastic Programming☆50Updated 2 years ago
- A benchmarking repo with various solution methods to various machine scheduling problems☆153Updated 8 months ago
- Python package to read and write vehicle routing problem instances.☆113Updated last month
- Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"☆103Updated 7 months ago
- OptiChat: Explaining Optimization Models Using LLMs☆34Updated 2 weeks ago
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆26Updated 4 months ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆75Updated 4 months ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆85Updated 3 years ago
- RLVR for LLMs in optimization modeling☆18Updated 2 weeks ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆196Updated 5 years ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆52Updated 2 years ago
- ☆41Updated last year