Cardinal-Operations / ORLMLinks
ORLM: Training Large Language Models for Optimization Modeling
☆223Updated 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☆438Updated last week
- A Collection on Large Language Models for Optimization☆323Updated last month
- Optimization Modeling Using mip Solvers and large language models☆232Updated last month
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆233Updated 3 weeks ago
- OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM☆70Updated 4 months ago
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆112Updated last month
- Predict and search framework for MilP☆66Updated 3 years ago
- Evolution of Heuristics☆248Updated 3 months ago
- Easy Integer Programming☆108Updated 3 years ago
- Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"☆111Updated 10 months ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆179Updated last year
- ☆136Updated 3 weeks ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆80Updated 6 months ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆58Updated 2 months ago
- RLVR for LLMs in optimization modeling☆35Updated last week
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆65Updated 2 years ago
- LLM4AD: A Platform for Algorithm Design with Large Language Model☆560Updated this week
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆98Updated 11 months ago
- ☆34Updated 3 years ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆89Updated 7 months ago
- ☆19Updated 3 years ago
- Natural Language for Optimization Modelling☆63Updated 6 months ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆45Updated last year
- ☆14Updated 3 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆121Updated 2 years ago
- [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆102Updated 3 weeks ago
- 运小筹公众号是致力于分享运筹优化(LP、MIP、NLP、随机规划、鲁棒优化)、凸优化、强化学习等研究领域的内容以及涉及到的算法的代码实现。☆246Updated 3 years ago
- A tutorial for some basic algorithms.☆37Updated 2 weeks ago
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆28Updated 6 months ago
- Python package to read and write vehicle routing problem instances.☆119Updated 2 weeks ago