/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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