Deep Semantic Protein Representation for Annotation, Discovery, and Engineering
Ariel S Schwartz, Gregory Hannum, Zach Dwiel, Michael E. Smoot, Ana R Grant, Jason M. Knight, Scott A. Becker, Jonathan R Eads, Matthew C. LaFave, Harini Eavani, Yinyin Liu, Arjun K. Bansal, Toby H. Richardson
D-SPACE provides a deep learning model for protein function annotation and discovery, enabling fast and accurate functional classification and mutation effect quantification.
bioRxiv · Jul 10, 2018 · PreprintBioinformatics