sunnweiwei / CO-BenchLinks
Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization
☆22Updated 2 months ago
Alternatives and similar repositories for CO-Bench
Users that are interested in CO-Bench are comparing it to the libraries listed below
Sorting:
- ☆11Updated last year
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆37Updated 4 months ago
- The LLMOPT project offers a comprehensive set of resources, including the model, dataset, training framework, and inference code, enablin…☆75Updated 3 months ago
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆25Updated 3 months ago
- [ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More☆14Updated last year
- Dataset & models of RRNCO: Real-world Routing NCO☆17Updated last week
- ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs.☆19Updated 2 months ago
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆20Updated 8 months ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆73Updated 2 months ago
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆23Updated 2 months ago
- Code for [ICML2025]``Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design``.☆48Updated 2 months ago
- The collection of my research papers' illustrations.☆18Updated last year
- ☆30Updated last year
- A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.☆106Updated 4 months ago
- A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).☆55Updated last week
- Official repository for GFACS☆31Updated last year
- ☆42Updated 3 months ago
- ☆11Updated 6 months ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆67Updated 2 years ago
- OptiBench and ReSocratic Synthesis Method☆25Updated 4 months ago
- ☆21Updated 2 years ago
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆10Updated last year
- ☆38Updated 2 months ago
- multi-task learning for routing problem☆20Updated 9 months ago
- Natural Language for Optimization Modelling☆54Updated last month
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆28Updated 4 months ago
- ☆23Updated last year
- Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"☆28Updated last year
- Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"☆103Updated 5 months ago
- Evolution of Heuristics☆192Updated 5 months ago