Machine Learning, Computational Biology, Protein Engineering, Bioinformatics.
each organism UniRep vectors recapitulate protein motifs and structural features such as alpha helices and beta sheets Next, the authors show that UniRep vectors can be used as input to train a simpler or “top” model (e.g. a linear regression) to predict the effect of single mutations. In a dataset