ml-jku / DIffUCO
☆43Updated last month
Alternatives and similar repositories for DIffUCO:
Users that are interested in DIffUCO are comparing it to the libraries listed below
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆62Updated last year
- ☆11Updated last year
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆17Updated last month
- ☆41Updated 2 months ago
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆82Updated 2 years ago
- Official Implementation of Memento☆18Updated 4 months ago
- [ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More☆13Updated 8 months ago
- ☆22Updated 3 years ago
- Neuroevolution Benchmark in JAX 🦕☆38Updated last year
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆15Updated 2 years ago
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆61Updated 2 months ago
- ☆10Updated 2 years ago
- DISCS: The code base for the Benchmark for Discrete Sampling☆54Updated 7 months ago
- ☆24Updated last year
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆32Updated 7 months ago
- Official repository for GFACS☆29Updated 10 months ago
- Official source code for "Graph Neural Networks for Learning Equivariant Representations of Neural Networks". In ICLR 2024 (oral).☆78Updated 8 months ago
- ☆24Updated 2 weeks ago
- Repo for the paper "Landscape Surrogate Learning Decision Losses for Mathematical Optimization Under Partial Information"☆36Updated last year
- Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning☆38Updated last year
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆32Updated 11 months ago
- ☆25Updated last week
- Code for ``Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design``.☆34Updated 2 months ago
- Official implementation of the NeurIPS 2023 paper "Discovering General Reinforcement Learning Algorithms with Adversarial Environment Des…☆25Updated 9 months ago
- A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).☆41Updated last week
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".☆18Updated 5 months ago
- ☆11Updated 2 years ago
- ☆24Updated last year
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆42Updated last year
- GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Metho…☆85Updated 2 years ago