GFlowNet library specialized for graph & molecular data

Generative Flow Networks - GFlowNet

DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks

A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)

Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)

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.

Synthesis-oriented GFlowNets on large action space (ICLR 2025)

Investigating Generalization Behaviours of Generative Flow Networks

Repository for "Revisiting Non-Acyclic GFlowNets in Discrete Environments"

A simple implementation of a GFlowNet using PyTorch

Code for implementing GFlowOut for medical images, to improve uncertainty predictions.

Code for the ICML 2024 paper 'GFlowNet Training by Policy Gradients'