Machine Learning, Computational Biology, Protein Engineering, Bioinformatics.
used the corresponding “evotuned” GFP representations to train a linear regression model that relates the GFP vector representation to green brightness. Thus, it should be possible to interrogate this model with novel sequences, one mutation at a time, to find brighter or more stable GFP sequences