Library/gflownet
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GFNOrg/gflownet

gflownet

Generative Flow Networks

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GFNOrg

GFNOrg

GFNOrg • individual

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Created

Jun 7, 2021

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README Summary

GFlowNet is a Python library for training Generative Flow Networks, which are probabilistic models that learn to generate diverse objects proportional to a reward function. The repository provides implementations and training algorithms for GFlowNets that can be applied to combinatorial generation tasks like molecular design and discrete structure sampling. It includes various environments, training methods, and utilities for working with flow-based generative models.

AI Dev Skills

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Generative Flow NetworksProbabilistic ModelingDeep Reinforcement LearningGraph Neural NetworksMolecular GenerationCombinatorial OptimizationSequential Decision MakingMarkov Decision ProcessesNeural Architecture Search

Tags

Generative Flow NetworksProbabilistic ModelingDeep Reinforcement LearningGraph Neural NetworksMolecular GenerationCombinatorial OptimizationSequential Decision MakingMarkov Decision ProcessesNeural Architecture SearchDrug Candidate GenerationCombinatorial Structure GenerationChemical EngineeringMaterials ScienceNeural Combinatorial OptimizationGenerative AIMulti-objective OptimizationAI for ScienceSelf-hostedTabularDrug DiscoveryMolecularGraphMaterials DiscoveryMolecular Design and DiscoveryOn-premisePython

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Updated 3 years ago

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research
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medium
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research

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Industry: HealthcarePrimaryHealthcare & BiologySearch & KnowledgeOther AI / MLModel TrainingGenerative Media

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Languages

Python100.0%

Timeline

Project created
Jun 7, 2021
Forked
Mar 22, 2026
Your last push
3 years ago
Upstream last push
3 years ago
Tracked since
Feb 28, 2023

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