ai4co / unsupervised-CO-ucom2Links
[ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More
☆14Updated last year
Alternatives and similar repositories for unsupervised-CO-ucom2
Users that are interested in unsupervised-CO-ucom2 are comparing it to the libraries listed below
Sorting:
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆38Updated 5 months ago
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆20Updated 10 months ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆66Updated 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
- Dataset & models of RRNCO: Real-world Routing NCO☆17Updated last month
- Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆25Updated last month
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆26Updated 4 months ago
- ☆43Updated 4 months ago
- ☆27Updated last year
- [NeurIPS 2024 Datasets and Benchmarks Track] Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime☆23Updated 5 months ago
- ☆30Updated last year
- The collection of my research papers' illustrations.☆18Updated last year
- Official repository for GFACS☆32Updated last year
- Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"☆28Updated last year
- ☆21Updated 2 years ago
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆23Updated 3 months ago
- ☆38Updated 4 months ago
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆30Updated 5 months ago
- Official implementation non-autoregressive combinatorial optimizaiton solvers, covering our ICLR 2023 paper and SCIENTIA SINICA Informati…☆41Updated 11 months ago
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆16Updated 2 years ago
- ☆11Updated 7 months ago
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆67Updated 2 months ago
- The official implementation of Convergent Graph Solvers (CGS)☆21Updated 3 years ago
- A collection of Matplotlib plot templates.☆21Updated last year
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆75Updated 3 months ago
- [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"☆20Updated 9 months ago
- ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs.☆22Updated 3 months ago
- ☆54Updated 3 months ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆28Updated 4 years ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆27Updated 5 months ago