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Code and Datasets for the paper "A deep learning framework for high-throughput mechanism-driven phenotype compound screening and its application to COVID-19 drug repurposing", published on Nature Machine Intelligence in 2021.

Home Page: https://www.nature.com/articles/s42256-020-00285-9

Python 98.49% Shell 1.51%
phenotypic-drug-discovery graph-neural-network multi-head-attention l1000 covid-19 drug-repurposing chemical-induced-gene-expression

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