gflownet

There are 1 repository under gflownet topic.

• recursionpharma / gflownet

  GFlowNet library specialized for graph & molecular data

  deep-learninggflownetgraph-neural-networkpytorch
  Language:Python 157

• lazaratan / dyn-gfn

  DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks

  causal-discoverygflownetpytorch
  Language:Python 46
• gflownet

  augustwester / gflownet

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

  drug-discoverygenerative-modelgflownetgraph-samplingpytorch
  Language:Python 38

• GFNOrg / GFlowNet-EM

  Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.

  expectation-maximizationgflownetgrammarlatent-variable-modelsvae
  Language:Jupyter Notebook 35

• d-tiapkin / gflownet-rl

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

  deep-learninggflownetpytorchreinforcement-learning
  Language:Python 20

• 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.

  drug-discoveryreinforcement-learninggenerative-modelmulti-objective-optimizationdeep-learningrnnselfiessmilesgflownetmolecular-graphstransformersynthesizability
  Language:Python 7

• AlxBouras / GFlowNet

  A simple implementation of a GFlowNet using PyTorch

  gflownet
  Language:Python 2

• anirudhprabhakaran3 / gflowout_on_eye_images

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

  gflownetgflownetsmedical-imagingpythonpython3pytorch
  Language:Python 0