Edward-Sun / DIFUSCO
Code of NeurIPS paper: arxiv.org/abs/2302.08224
☆169Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for DIFUSCO
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆53Updated 3 months ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆55Updated last year
- ☆39Updated 5 months ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆210Updated 3 years ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆40Updated 6 months ago
- Predict and search framework for MilP☆46Updated 2 years ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆127Updated 2 years ago
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆52Updated last year
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆27Updated last month
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆93Updated last year
- Recent research papers about Foundation Models for Combinatorial Optimization☆152Updated this week
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆85Updated last year
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆41Updated last year
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆32Updated 2 months ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆80Updated 4 years ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆126Updated 3 weeks ago
- Evolution of Heuristics☆99Updated 3 weeks ago
- ☆22Updated 9 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆73Updated last week
- ☆70Updated 2 years ago
- Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.☆34Updated last year
- ☆30Updated 2 years ago
- ☆12Updated 3 years ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆157Updated 2 years ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆128Updated last month
- ☆121Updated 2 years ago
- ☆21Updated 3 years ago
- ☆25Updated 9 months ago
- Official repository for GFACS☆24Updated 6 months ago
- Neural Network for solving challenging Combinatorial Optimization Problems☆34Updated this week