dbsxodud-11 / ls_gfnLinks
Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)
☆23Updated 8 months ago
Alternatives and similar repositories for ls_gfn
Users that are interested in ls_gfn are comparing it to the libraries listed below
Sorting:
- ☆19Updated 2 years ago
- Learning energy decompositions for partial inference in GFlowNets☆16Updated last year
- QGFN: Controllable Greediness with Action Values - Code☆10Updated last year
- 📰 Must-Read Papers on Offline Model-Based Optimization 🔥☆27Updated 4 months ago
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆40Updated last year
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆67Updated 2 years ago
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".☆23Updated 5 months ago
- ☆12Updated 3 years ago
- ☆34Updated 7 months ago
- ☆59Updated last month
- Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)☆11Updated 2 years ago
- A modular, easy to extend GFlowNet library☆295Updated last week
- [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"☆20Updated 11 months ago
- ☆32Updated 2 years ago
- ☆38Updated last year
- Code for our TMLR paper "Distributional GFlowNets with Quantile Flows".☆13Updated last year
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆84Updated 2 years ago
- ☆18Updated last year
- GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Metho…☆86Updated 2 years ago
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆25Updated 2 years ago
- ☆27Updated 2 years ago
- This repository is the official implementation of Bidirectional Learning for Offline Infinite-width Model-based Optimization (NeurIPS 202…☆14Updated 2 years ago
- SEIKO is a novel reinforcement learning method to efficiently fine-tune diffusion models in an online setting. Our methods outperform all…☆27Updated last year
- Official repository for GFACS☆33Updated last year
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆10Updated last year
- ☆27Updated 2 years ago
- ☆24Updated 4 years ago
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆43Updated 2 years ago
- [ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More☆14Updated last year
- Comparison between GFlowNets & Maximum Entropy RL☆19Updated last year