ml-jku / DIffUCOLinks
☆53Updated 2 months ago
Alternatives and similar repositories for DIffUCO
Users that are interested in DIffUCO are comparing it to the libraries listed below
Sorting:
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆67Updated 2 years ago
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆37Updated 4 months ago
- [ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More☆14Updated last year
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆21Updated 6 months ago
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆84Updated 2 years ago
- Population-Based Reinforcement Learning for Combinatorial Optimization☆80Updated last year
- Official repository for GFACS☆32Updated last year
- DISCS: The code base for the Benchmark for Discrete Sampling☆60Updated last year
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆64Updated last month
- Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization☆25Updated 2 weeks ago
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆36Updated 2 years ago
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆16Updated 2 years ago
- ☆42Updated 3 months ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆217Updated 11 months ago
- 📰 Must-Read Papers on Offline Model-Based Optimization 🔥☆24Updated 2 months ago
- Discovering Quality-Diversity Algorithms via Meta-Black-Box Optimization☆17Updated 4 months ago
- A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).☆57Updated 3 weeks ago
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆89Updated 3 years ago
- A collection of Matplotlib plot templates.☆22Updated last year
- [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"☆20Updated 8 months ago
- GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Metho…☆86Updated 2 years ago
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".☆21Updated 2 months ago
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆20Updated 9 months ago
- ☆22Updated 3 years ago
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆25Updated 4 months ago
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆40Updated last year
- ☆34Updated 5 months ago
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆35Updated last year
- Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"☆28Updated last year
- ☆26Updated 2 years ago