zdhNarsil / GFlowNet-CombOpt
PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with GFlowNets".
☆61Updated last year
Alternatives and similar repositories for GFlowNet-CombOpt:
Users that are interested in GFlowNet-CombOpt are comparing it to the libraries listed below
- ☆40Updated 7 months ago
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆45Updated 2 years ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆25Updated 3 years ago
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆58Updated this week
- Official repository for GFACS☆27Updated 8 months ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆183Updated 4 months ago
- ☆23Updated 11 months ago
- codes for the paper "Simulation-guided Beam Search for Neural Combinatorial Optimization"☆37Updated 2 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆46Updated last year
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆10Updated last year
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆18Updated 2 months ago
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆33Updated 7 months ago
- ☆25Updated last year
- ☆21Updated 2 years ago
- ☆34Updated 2 months ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆96Updated last year
- Official Implementation of Memento☆18Updated 2 months ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆60Updated 3 months ago
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆29Updated 3 months ago
- ☆25Updated 11 months ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆39Updated 6 months ago
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆17Updated last week
- Supporting code for "Learning to Solve Combinatorial Graph Partitioning Problems via Efficient Exploration".☆13Updated 2 years ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆34Updated 5 months ago
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆29Updated 5 months ago
- A benchmarking suite for maximum independent set solvers.☆49Updated 11 months ago
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆18Updated 4 months ago
- Population-Based Reinforcement Learning for Combinatorial Optimization☆67Updated 11 months ago
- ☆23Updated 3 years ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆47Updated 8 months ago