mRNAutilus Training Data (Pretraining + Classifiers)

Abstract

Data used for training models described in Multi-Objective-Guided Generative Design of mRNA with Therapeutic Properties. Directory ensembl-raw.tar.gz ~ Raw FASTA files for pretraining mRNAutilus, separated by species Saluki_hl.xlsx ~ Excel spreadsheet describing sequences and values used to train half-life XGBoost regressor Ribo-NN-human.xlsx ~ Excel spreadsheet describing sequences and values used to train translation efficiency XGBoost regressor protein_abundance.xlsx ~ Excel spreadsheet describing sequences and values used to train protein abundance XGBoost regressor