/tools/LiGAN
LiGAN
mattragoza/LiGAN
233 stars45 forksPythonAdded February 4, 2026
summary
LiGAN is a deep generative model designed for structure-based drug discovery, specifically generating 3D molecular structures that are predicted to bind to target proteins. It utilizes atomic density grids and is built on frameworks like PyTorch and MolGrid, making it a powerful tool for molecular design and optimization.
description
Deep generative models of 3D grids for structure-based drug discovery
topics
deep-learninggenerative-modelsdrug-discoveryprotein-structurepytorchmolgrid
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