ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design

Pascal Notin, Aaron Kollasch, Daniel Ritter, Lood van Niekerk, Steffanie Paul, Han Spinner, Nathan J. Rollins, Ada Shaw, Rose Orenbuch, Ruben Weitzman, Jonathan Frazer, Mafalda Dias, Dinko Franceschi, Yarin Gal, Debora S. Marks. ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Authors

Pascal Notin

This author has not been identified. Look up 'Pascal Notin' in Google

Aaron Kollasch

This author has not been identified. Look up 'Aaron Kollasch' in Google

Daniel Ritter

This author has not been identified. Look up 'Daniel Ritter' in Google

Lood van Niekerk

This author has not been identified. Look up 'Lood van Niekerk' in Google

Steffanie Paul

This author has not been identified. Look up 'Steffanie Paul' in Google

Han Spinner

This author has not been identified. Look up 'Han Spinner' in Google

Nathan J. Rollins

This author has not been identified. Look up 'Nathan J. Rollins' in Google

Ada Shaw

This author has not been identified. Look up 'Ada Shaw' in Google

Rose Orenbuch

This author has not been identified. Look up 'Rose Orenbuch' in Google

Ruben Weitzman

This author has not been identified. Look up 'Ruben Weitzman' in Google

Jonathan Frazer

This author has not been identified. Look up 'Jonathan Frazer' in Google

Mafalda Dias

This author has not been identified. Look up 'Mafalda Dias' in Google

Dinko Franceschi

This author has not been identified. Look up 'Dinko Franceschi' in Google

Yarin Gal

This author has not been identified. Look up 'Yarin Gal' in Google

Debora S. Marks

This author has not been identified. Look up 'Debora S. Marks' in Google