Datasets Comparison
Version 1
Source data for A generative artificial intelligence approach for antibiotic optimization
Description
Source data for paper "A generative artificial intelligence approach for antibiotic optimization"
Folder Heatmaps_of_APEX_predictions_for_intermediate_optimized_variants_all contains the predicted MICs for the template, the endpoint (the final optimized peptide), and the intermediate peptides between the template and the endpoint.
avg_improvement_rate.csv: Bacterial strain-wise average mean MIC improvement rate for each template optimization.
avg_MIC_fold_change.csv: Bacterial strain-wise average MIC log-fold change for each template optimization.
Institutions
Institutions
University of Pennsylvania
Categories
Machine Learning, Antibiotics, Deep Learning, Bayesian Optimization, Generative Artificial Intelligence
Licence
Creative Commons Attribution 4.0 International
Version 2
Source data for A generative artificial intelligence approach for peptide antibiotic optimization
Description
Source data for paper "A generative artificial intelligence approach for peptide antibiotic optimization "
Institutions
Institutions
University of Pennsylvania
Philadelphia
PA
Categories
Machine Learning, Antibiotics, Deep Learning, Bayesian Optimization, Generative Artificial Intelligence
Licence
Creative Commons Attribution 4.0 International