A curated list of resources about generative flow networks (GFlowNets).
☆502Oct 1, 2024Updated last year
Alternatives and similar repositories for Awesome-GFlowNets
Users that are interested in Awesome-GFlowNets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A modular, easy to extend GFlowNet library☆310Apr 28, 2026Updated last week
- GFlowNet library specialized for graph & molecular data☆288Mar 24, 2026Updated last month
- Generative Flow Networks - GFlowNet☆334May 2, 2026Updated last week
- Generative Flow Networks☆681Feb 28, 2023Updated 3 years ago
- GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Metho…☆86Feb 15, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆67May 30, 2023Updated 2 years ago
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆25Feb 27, 2025Updated last year
- ☆187Jan 16, 2024Updated 2 years ago
- ☆25Mar 26, 2024Updated 2 years ago
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆96Mar 28, 2022Updated 4 years ago
- PyTorch implementation for our paper "Improving GFlowNets for Text-to-Image Diffusion Alignment."☆31Sep 6, 2024Updated last year
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆86Feb 22, 2023Updated 3 years ago
- Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.☆42Feb 9, 2024Updated 2 years ago
- ☆38Mar 29, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Comparison between GFlowNets & Maximum Entropy RL☆19Feb 19, 2024Updated 2 years ago
- Learning energy decompositions for partial inference in GFlowNets☆16Jun 4, 2024Updated last year
- ☆14Aug 18, 2023Updated 2 years ago
- ☆28Jul 28, 2023Updated 2 years ago
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆41Apr 21, 2024Updated 2 years ago
- Code for our TMLR paper "Distributional GFlowNets with Quantile Flows".☆13Feb 14, 2024Updated 2 years ago
- Code for "Biological Sequence Design with GFlowNets", 2022☆78Mar 17, 2023Updated 3 years ago
- Code for "RGFN: Synthesizable Molecular Generation Using GFlowNets" (NeurIPS 2024)☆29Jun 9, 2025Updated 11 months ago
- Official repository for GFACS☆36May 17, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A GFlowNet with a chemical synthesis action space.☆128Jan 31, 2025Updated last year
- Benchmarks for Model-Based Optimization☆96Apr 21, 2024Updated 2 years ago
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆25Oct 2, 2023Updated 2 years ago
- Official code for the paper "Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network"☆16Aug 9, 2023Updated 2 years ago
- Neural Combinatorial Optimization☆108Apr 8, 2026Updated last month
- Interactive demos describing the main concepts behind GFlowNets☆10Nov 9, 2023Updated 2 years ago
- DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks☆60Sep 17, 2025Updated 7 months ago
- ☆18Sep 27, 2023Updated 2 years ago
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆71Apr 22, 2026Updated 2 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official Implementation of Nabla-GFlowNet (ICLR 2025)☆28May 3, 2025Updated last year
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆29Dec 19, 2023Updated 2 years ago
- [ICLR 2022] Path integral sampler☆54Aug 21, 2023Updated 2 years ago
- ☆43Jul 26, 2024Updated last year
- Official Code for Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation (CVPR 2025)☆14Apr 2, 2025Updated last year
- Collecting research materials on neural samplers with diffusion/flow models☆59Jul 4, 2025Updated 10 months ago
- ☆26Jan 10, 2025Updated last year