protein-function-prediction

This paper introduces Evo-PU, a positive-unlabeled learning framework that models survivorship bias in protein sequence data by leveraging evolutionary mutation processes. The authors demonstrate that Evo-PU outperforms standard PU methods and protein language models in predicting protein functionality for influenza, RSV, and SARS-CoV-2.