GitHub topics: gflownet
GFNOrg/torchgfn
A modular, easy to extend GFlowNet library
Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: about 8 hours ago - Pushed at: about 10 hours ago - Stars: 267 - Forks: 44
niupuhua1234/GFN-PG
Code for the ICML 2024 paper 'GFlowNet Training by Policy Gradients'
Language: Python - Size: 5.48 MB - Last synced at: about 17 hours ago - Pushed at: about 17 hours ago - Stars: 0 - Forks: 0
alexhernandezgarcia/gflownet
Generative Flow Networks - GFlowNet
Language: Python - Size: 29.5 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 252 - Forks: 18
recursionpharma/gflownet
GFlowNet library specialized for graph & molecular data
Language: Python - Size: 20.5 MB - Last synced at: 20 days ago - Pushed at: about 1 month ago - Stars: 241 - Forks: 50
SeonghwanSeo/RxnFlow
Synthesis-oriented GFlowNets on a large action space: "Generative Flows on Synthetic Pathway for Drug Design" (ICLR 2025)
Language: Python - Size: 5.86 MB - Last synced at: 13 days ago - Pushed at: 3 months ago - Stars: 20 - Forks: 1
lzzcd001/nabla-gfn
Official Implementation of Nabla-GFlowNet (ICLR 2025)
Language: Python - Size: 4.27 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 19 - Forks: 0
lazaratan/gflownet-generalization
Investigating Generalization Behaviours of Generative Flow Networks
Language: Python - Size: 4.63 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 0
GreatDrake/non-acyclic-gfn
Repository for "Revisiting Non-Acyclic GFlowNets in Discrete Environments"
Language: Python - Size: 24.4 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 0
anirudhprabhakaran3/gflowout_on_eye_images
Code for implementing GFlowOut for medical images, to improve uncertainty predictions.
Language: Python - Size: 112 KB - Last synced at: 9 days ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0
lazaratan/dyn-gfn
DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks
Language: Python - Size: 25.2 MB - Last synced at: 7 months ago - Pushed at: about 1 year ago - Stars: 47 - Forks: 12
d-tiapkin/gflownet-rl
Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)
Language: Python - Size: 19.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 19 - Forks: 0
GFNOrg/GFlowNet-EM
Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.
Language: Jupyter Notebook - Size: 10.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 3
augustwester/gflownet
A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)
Language: Python - Size: 3.52 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 25 - Forks: 4
jcathalina/Rxitect
A collection of deep reinforcement learning-based & GFlowNet drug molecule generators focused on generation of molecules using Graphs/SELFIES guided by modern retrosynthesis tools to increase synthetic accessibility of de-novo designed drugs.
Language: Python - Size: 221 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 3
