We just put out a new preprint! Preferential learning + uncertainty quantification for better protein engineering, check it out here: doi.org/10.64898/202...
doi.org
Acquiring Improved Protein Variants With Probabilistic Preferential Learning
Variant effect prediction (VEP) models can be used to select promising novel enzymes from a pool of candidates. Most supervised VEP models are framed as regression tasks, placing more emphasis on gett...