gflownet

There are 13 repositories under gflownet topic.

  • GFNOrg/torchgfn

    A modular, easy to extend GFlowNet library

    Language:Jupyter Notebook2371011231

  • recursionpharma/gflownet

    GFlowNet library specialized for graph & molecular data

    Language:Python215392943

  • alexhernandezgarcia/gflownet

    Generative Flow Networks - GFlowNet

    Language:Python19775015

  • lazaratan/dyn-gfn

    DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks

    Language:Python502213
  • gflownet

    augustwester/gflownet

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

    Language:Python40105

  • 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 Notebook39542

  • d-tiapkin/gflownet-rl

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

    Language:Python26210

  • nshen7/alpha-gfn

    A deep reinforcement learning framework for generating formulaic alpha factors for quantitative investment, powered by GFlowNet, implemented in Python&PyTorch.

    Language:Jupyter Notebook15120

  • 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:Python11103

  • lazaratan/gflownet-generalization

    Investigating Generalization Behaviours of Generative Flow Networks

    Language:Python6100

  • SeonghwanSeo/RxnFlow

    Synthesis-oriented generative model to discover diverse drug candidates through a large action space and GFlowNet objective.

    Language:Python30

  • AlxBouras/GFlowNet

    A simple implementation of a GFlowNet using PyTorch

    Language:Python2100

  • anirudhprabhakaran3/gflowout_on_eye_images

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

    Language:Python0200