/tools/DrugEx

DrugEx

XuhanLiu/DrugEx

216 stars69 forksPythonAdded February 4, 2026
summary

DrugEx is a deep learning toolkit designed for scaffold-constrained drug design using graph transformer-based reinforcement learning. It allows users to generate novel drug molecules by optimizing multiple objectives, making it a valuable tool in the field of drug discovery.

description

Deep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacology

topics

deep-learningmulti-objective-optimizationgraph-transformerreinforcement-learningcheminformatics

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