Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search".
☆46May 20, 2025Updated last year
Alternatives and similar repositories for ML4TSPBench
Users that are interested in ML4TSPBench 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).☆80Jun 29, 2026Updated 3 weeks ago
- ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs.☆48Nov 17, 2025Updated 8 months ago
- [NeurIPS 2024 Datasets and Benchmarks Track] Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime☆26Mar 27, 2025Updated last year
- [SIGKDD 2023] HardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware Baseline☆23Jun 16, 2023Updated 3 years ago
- [ICLR 2025] UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP☆18Jun 20, 2025Updated 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.
- Adapting VLMs to Bench2Drive.☆218Apr 6, 2026Updated 3 months ago
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆74Jul 2, 2025Updated last year
- [NeurIPS 2022] "NSNet: A General Neural Probabilistic Framework for Satisfiability Problems"☆19Mar 29, 2023Updated 3 years ago
- [ICLR'26] ssToken: Self-modulated and Semantic-aware Token Selection for LLM Fine-tuning☆16Feb 28, 2026Updated 4 months ago
- ☆44Nov 17, 2023Updated 2 years ago
- ☆15Jan 22, 2025Updated last year
- [NeurIPS2024] Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization; [N…☆22Jul 2, 2025Updated last year
- A Python Graph Matching Toolkit.☆351Jun 5, 2026Updated last month
- [Tech Report] Expanded Hyper-Connections☆42Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Official implementation non-autoregressive combinatorial optimizaiton solvers, covering our ICLR 2023 paper and SCIENTIA SINICA Informati…☆43Sep 27, 2024Updated last year
- [ICML'26] TodoEvolve☆20May 18, 2026Updated 2 months ago
- This is the official PyTorch implementation for the HLGP algorithm used to solve large-scale CVRP.☆11May 24, 2026Updated last month
- [ICLR 2026][WOSAC 2025 1st] TrajTok: What makes for a good trajectory tokenizer in behavior generation?☆26Mar 31, 2026Updated 3 months ago
- Implementations of DeepPlace, PRNet, HubRouter, PreRoutGNN, FlexPlanner and DSBRouter.☆316Nov 23, 2025Updated 7 months ago
- Awesome machine learning for combinatorial optimization papers.☆2,146Updated this week
- Source code associated with the paper "Deep Learning for Data-Driven Districting-and-Routing", authored by A. Ferraz, Q. Cappart, and T. …☆27Jul 2, 2025Updated last year
- Official implementation of our ICML 2024 paper "UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework…☆35May 12, 2025Updated last year
- ☆47Apr 30, 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.
- [RSS 2026] GuidedVLA: Specifying Task-Relevant Factors via Plug-and-Play Action Attention Specialization☆77May 14, 2026Updated 2 months ago
- ☆25Dec 11, 2022Updated 3 years ago
- Official implementation of ECCV 2024 paper: Take A Step Back: Rethinking the Two Stages in Visual Reasoning☆13Jun 1, 2025Updated last year
- Official Implementation of the paper: INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer☆28Jul 4, 2024Updated 2 years ago
- Coaching a Teachable Student☆19Aug 1, 2023Updated 2 years ago
- [ECCV 2026] Freqformer: Image-Demoiréing Transformer via Efficient Frequency Decomposition☆17Jul 7, 2026Updated 2 weeks ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆262Sep 10, 2024Updated last year
- The model for edge classification by transforming edges to nodes.☆15Dec 22, 2020Updated 5 years ago
- A web-based animation coloring tool, capable of reconstructing sketches into colored images.☆12Mar 22, 2021Updated 5 years ago
- 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 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆191Sep 29, 2024Updated last year
- Decomposition Strategies for Vehicle Routing Heuristics☆35Apr 24, 2026Updated 2 months ago
- codes for the paper "Simulation-guided Beam Search for Neural Combinatorial Optimization"☆44Oct 2, 2022Updated 3 years ago
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆16Oct 9, 2022Updated 3 years ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆570Jul 12, 2026Updated last week
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆106Jan 25, 2025Updated last year
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Jul 19, 2024Updated 2 years ago