Machine Learning, Computational Biology, Protein Engineering, Bioinformatics.
Finally, the authors describe the most exciting aspect of UniRep vectors: their ability to guide protein engineering efforts. To test this, the authors fine-tuned the original UniRep network with ~25,000 Green Fluorescent Protein (GFP) variants as a way to update the network weights. Then, they