A modular, easy to extend GFlowNet library

Environments and Algorithms for Generative Flow Networks in JAX

[NeurIPS 2025 Official Codes] Nabla-R2D3: Effective and Efficient 3D Diffusion Alignment with 2D Rewards

(TMLR '25) Evolution guided generative flow networks

Investigating Generalization Behaviours of Generative Flow Networks

Autonomous scientific discovery engine - 82 discovery modules, 16-phase pipeline with refinement and reflexion. GFlowNet hypothesis tournaments, adversarial skeptic review, multi-agent debate, causal reasoning, knowledge graphs, 17 domain ontologies. Terminal-native.

LUCIDE : Latent Unified Causal Inference through Dynamic Equilibrium

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

🎯 Build and explore Generative Flow Networks easily with gfnx, a JAX-native toolkit offering environments and baseline agents for rapid experimentation.

Systematic analysis of diversity mechanisms in multi-objective GFlowNets with 14 novel metrics and comprehensive ablations.