Edward-Sun / DIFUSCOLinks
Code of NeurIPS paper: arxiv.org/abs/2302.08224
☆202Updated 8 months ago
Alternatives and similar repositories for DIFUSCO
Users that are interested in DIFUSCO are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆63Updated 4 months ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆231Updated 3 years ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆64Updated 2 years ago
- ☆42Updated last month
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆57Updated 2 years ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆38Updated 9 months ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆53Updated last year
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆89Updated 4 months ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆193Updated 2 years ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆135Updated 2 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆51Updated this week
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆100Updated 2 years ago
- Predict and search framework for MilP☆53Updated 2 years ago
- ☆132Updated 2 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆70Updated this week
- Neural Combinatorial Optimization☆56Updated last week
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆107Updated 2 years ago
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆31Updated 8 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆78Updated last week
- Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.☆34Updated 2 years ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆303Updated last week
- ☆31Updated 2 years ago
- ☆76Updated 2 years ago
- Efficient Active Search☆50Updated 3 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆107Updated last year
- ☆23Updated last year
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆67Updated 3 weeks ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆157Updated 8 months ago
- [ICLR 2023] "On Representing Mixed-Integer Linear Programs by Graph Neural Networks" by Ziang Chen, Jialin Liu, Xinshang Wang, Jianfeng L…☆49Updated last year
- Evolution of Heuristics☆163Updated 3 months ago