Summer142857 / LLMCoSolverLinks
code for paper "Large Language Models as End-to-end Combinatorial Optimization Solvers"
☆39Updated 3 weeks ago
Alternatives and similar repositories for LLMCoSolver
Users that are interested in LLMCoSolver are comparing it to the libraries listed below
Sorting:
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆34Updated 4 years ago
- Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"☆31Updated last year
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆72Updated 3 years ago
- ☆26Updated last year
- ☆12Updated last year
- ☆22Updated 2 years ago
- Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆30Updated 3 months ago
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆37Updated 2 years ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆28Updated 4 years ago
- [ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More☆14Updated last year
- Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.☆20Updated last year
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆67Updated 2 years ago
- Codes for the paper "Data-Driven Sample Average Approximation with Covariate Information"☆13Updated 3 years ago
- ☆41Updated 6 months ago
- Code release for AAAI 2020 paper "Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems"☆39Updated last year
- ☆22Updated 3 years ago
- ☆41Updated 2 years ago
- ☆14Updated 10 months ago
- The collection of my research papers' illustrations.☆19Updated 2 years ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆139Updated 3 years ago
- [NeurIPS 2023] Learning to Configure Separators in Branch-and-Cut☆22Updated last year
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆26Updated 6 months ago
- Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning☆44Updated 2 years ago
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆40Updated 7 months ago
- Repo for ICML'23 paper SurCo Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems☆18Updated 2 years ago
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆21Updated last year
- Code for [ICML2025]``Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design``.☆64Updated 6 months ago
- Deep reinforcement approach to solving dynamic pickup and delivery problem☆20Updated 4 years ago
- Experiments with distributionally robust optimization (DRO) for deep neural networks☆39Updated 6 years ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆28Updated 8 months ago