Cardinal-Operations / SIRLLinks
RLVR for LLMs in optimization modeling
☆18Updated last week
Alternatives and similar repositories for SIRL
Users that are interested in SIRL are comparing it to the libraries listed below
Sorting:
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆83Updated 5 months ago
- ORLM: Training Large Language Models for Optimization Modeling☆193Updated 3 weeks ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆370Updated last week
- OptiBench and ReSocratic Synthesis Method☆26Updated last week
- Predict and search framework for MilP☆59Updated 2 years ago
- A Collection on Large Language Models for Optimization☆290Updated 11 months ago
- Optimization Modeling Using mip Solvers and large language models☆217Updated 10 months ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆207Updated 4 months ago
- Evolution of Heuristics☆215Updated 3 weeks ago
- Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"☆103Updated 7 months ago
- ☆34Updated 3 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆75Updated 4 months ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆171Updated last year
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆43Updated last year
- OR-LLM-Agent: Automating Modeling and Solving of Operations Research Optimization Problems with Reasoning LLM☆55Updated last month
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆94Updated 8 months ago
- Natural Language for Optimization Modelling☆57Updated 3 months ago
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆64Updated 2 years ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆85Updated 4 months ago
- ☆23Updated last year
- Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆27Updated last month
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆56Updated last year
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆26Updated 3 months ago
- [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆91Updated 3 weeks ago
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆34Updated last year
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆38Updated 6 months ago
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆67Updated 3 months ago
- Neural Combinatorial Optimization☆70Updated 2 weeks 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
- ☆27Updated 4 years ago