1 code implementation • 27 May 2022 • Pascal Notin, Mafalda Dias, Jonathan Frazer, Javier Marchena-Hurtado, Aidan Gomez, Debora S. Marks, Yarin Gal
The ability to accurately model the fitness landscape of protein sequences is critical to a wide range of applications, from quantifying the effects of human variants on disease likelihood, to predicting immune-escape mutations in viruses and designing novel biotherapeutic proteins.
no code implementations • ICML Workshop Deep_Phenomen 2019 • Utku Evci, Fabian Pedregosa, Aidan Gomez, Erich Elsen
Additionally, our attempts to find a decreasing objective path from "bad" solutions to the "good" ones in the sparse subspace fail.