ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs.
☆55Sep 5, 2026Updated 2 months ago
Alternatives and similar repositories for ML4CO-Bench-101
Users that are interested in ML4CO-Bench-101 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).☆84Sep 15, 2026Updated last month
- Official implementation of "COExpander: Adaptive Solution Expansion for Combinatorial Optimization".☆25Jun 28, 2025Updated last year
- Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design S…☆47May 20, 2025Updated last year
- [ICML 2025] Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning☆15Jul 14, 2025Updated last year
- [NeurIPS2024] Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization; [N…☆26Jul 2, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NeurIPS 2024 Datasets and Benchmarks Track] Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime☆26Mar 27, 2025Updated last year
- ☆48Apr 30, 2025Updated last year
- Code for SIGKDD2025 paper: An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem☆16Jan 28, 2025Updated last year
- ☆12Nov 22, 2023Updated 2 years ago
- Official implementation of Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers.☆14Mar 1, 2026Updated 8 months ago
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆43Apr 6, 2025Updated last year
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆100May 28, 2025Updated last year
- Code for our paper: ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generatio…☆15Jan 3, 2025Updated last year
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆22Nov 16, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official Implementation of Our ICLR 2023 paper "ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers…☆20Oct 23, 2024Updated 2 years ago
- Official repository for GFACS☆38May 17, 2024Updated 2 years ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆32Jan 22, 2026Updated 9 months ago
- [NeurIPS 2025] Generation as Search Operator for Test-Time Scaling of Diffusion-Based Combinatorial Optimization☆14Jul 11, 2026Updated 3 months ago
- ☆22Jan 6, 2023Updated 3 years ago
- [ICLR 2026] Towards Efficient Constraint Handling in Neural Solvers for Routing Problems☆16Sep 13, 2026Updated last month
- ☆34Feb 20, 2026Updated 8 months ago
- Awesome machine learning for combinatorial optimization papers.☆2,176Updated this week
- Official Implementation of the paper: INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer☆29Jul 4, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆58May 14, 2025Updated last year
- PyTorch code for the NAR4TSP.☆28Oct 31, 2024Updated 2 years ago
- Official implementation of Our NeurIPS 2024 Paper "Boundary Matters: A Bi-Level Active Finetuning Method"☆14Feb 11, 2025Updated last year
- [PAKDD 2024 Oral] Code for "RouteExplainer: An Explanation Framework for Vehicle Routing Problem"☆19Apr 5, 2024Updated 2 years ago
- Official implementation non-autoregressive combinatorial optimizaiton solvers, covering our ICLR 2023 paper and SCIENTIA SINICA Informati…☆43Sep 27, 2024Updated 2 years ago
- [ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More☆14Jul 12, 2024Updated 2 years ago
- ARS: Automatic Routing Solver with Large Language Models☆12Dec 11, 2025Updated 10 months ago
- ☆24Feb 8, 2024Updated 2 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆266Sep 10, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [NeurIPS 2025] PARCO: Parallel AutoRegressive Combinatorial Optimization☆62Dec 3, 2025Updated 11 months ago
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆47Jun 21, 2024Updated 2 years ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆108Jan 25, 2025Updated last year
- [ICLR 2025 - Workshop AgenticAI Oral] Large Language Models powered Neural Solvers for Generalized Vehicle Routing Problems☆27May 29, 2025Updated last year
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆47Jul 9, 2026Updated 3 months ago
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆32Dec 3, 2025Updated 11 months ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆597Oct 15, 2026Updated 3 weeks ago