/tools/chemCPA

chemCPA

theislab/chemCPA

143 stars31 forksJupyter NotebookWebsiteAdded February 4, 2026
summary

chemCPA is a tool designed to predict cellular responses to novel drug perturbations at a single-cell resolution. It includes code for model training, data processing, and utilizes various molecular embedding models to enhance drug discovery efforts.

description

Code for "Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution", NeurIPS 2022.

topics

disentanglementdrug-discoverygenomicsperturbationsingle-celltransfer-learning

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