proteochemometrics topic
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proteochemometrics repositories
chembl-downloader
63
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Write reproducible code for getting and processing ChEMBL
paccmann_kinase_binding_residues
35
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Comparison of active site and full kinase sequences for drug-target affinity prediction and molecular generation. Full paper: https://pubs.acs.org/doi/10.1021/acs.jcim.1c00889
paccmann_sarscov2
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Code for paper on automation of discovery and synthesis of targeted molecules: https://iopscience.iop.org/article/10.1088/2632-2153/abe808
hyper-dti
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HyperPCM: Robust task-conditioned modeling of drug-target interactions
PCMol
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3
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Multi-target de novo molecular generator conditioned on AlphaFold's latent protein embeddings.
paccmann_predictor
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PyTorch implementation of bimodal neural networks for drug-cell (pharmarcogenomics) and drug-protein (proteochemometrics) interaction prediction