GFlowNet library specialized for graph & molecular data
☆284Jun 6, 2025Updated 9 months ago
Alternatives and similar repositories for gflownet
Users that are interested in gflownet are comparing it to the libraries listed below
Sorting:
- A modular, easy to extend GFlowNet library☆306Updated this week
- Generative Flow Networks - GFlowNet☆320Mar 13, 2026Updated last week
- A curated list of resources about generative flow networks (GFlowNets).☆503Oct 1, 2024Updated last year
- Generative Flow Networks☆674Feb 28, 2023Updated 3 years ago
- A GFlowNet with a chemical synthesis action space.☆123Jan 31, 2025Updated last year
- QGFN: Controllable Greediness with Action Values - Code☆11May 17, 2024Updated last year
- ☆19May 11, 2023Updated 2 years ago
- GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Metho…☆86Feb 15, 2023Updated 3 years ago
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆87Feb 22, 2023Updated 3 years ago
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆24Feb 27, 2025Updated last year
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆44Sep 7, 2023Updated 2 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
- Code for "Biological Sequence Design with GFlowNets", 2022☆77Mar 17, 2023Updated 3 years ago
- ☆37Mar 29, 2025Updated 11 months ago
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆40Apr 21, 2024Updated last year
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆97Mar 28, 2022Updated 3 years ago
- PyTorch implementation for our paper "Improving GFlowNets for Text-to-Image Diffusion Alignment."☆31Sep 6, 2024Updated last year
- DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks☆60Sep 17, 2025Updated 6 months ago
- ☆18Sep 27, 2023Updated 2 years ago
- ☆43Jul 26, 2024Updated last year
- ☆25Mar 26, 2024Updated last year
- Molecular Out-Of-Distribution☆39Apr 16, 2025Updated 11 months ago
- [TMLR 24'] TacoGFN: Target Conditioned GFlowNet for Structure-based Drug Design☆16Jul 16, 2025Updated 8 months ago
- The official implementation of Convergent Graph Solvers (CGS)☆21Feb 1, 2022Updated 4 years ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆65May 30, 2023Updated 2 years ago
- A collection of deep reinforcement learning-based & GFlowNet drug molecule generators focused on generation of molecules using Graphs/SEL…☆10Dec 11, 2022Updated 3 years ago
- ☆17Dec 5, 2024Updated last year
- ☆185Jan 16, 2024Updated 2 years ago
- Official repository for GFACS☆34May 17, 2024Updated last year
- ☆28Jul 28, 2023Updated 2 years ago
- Code for "RGFN: Synthesizable Molecular Generation Using GFlowNets" (NeurIPS 2024)☆27Jun 9, 2025Updated 9 months ago
- [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"☆20Dec 7, 2024Updated last year
- [WWW 25] USPTO-LLM: A Large Language Model-Assisted Information-enriched Chemical Reaction Dataset☆16Dec 12, 2024Updated last year
- ☆78Jan 11, 2025Updated last year
- 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
- Repository for "Revisiting Non-Acyclic GFlowNets in Discrete Environments" (ICML 2025)☆14Oct 8, 2025Updated 5 months ago
- ☆28Nov 5, 2023Updated 2 years ago
- Learning energy decompositions for partial inference in GFlowNets☆16Jun 4, 2024Updated last year
- Synthesis-oriented GFlowNets on a large action space: "Generative Flows on Synthetic Pathway for Drug Design" (ICLR 2025)☆32Oct 23, 2025Updated 5 months ago