SaprotHub: Making Protein Modeling Accessible to All Biologists

Abstract

Training and deploying deep learning models pose challenges for users without machine learning (ML) expertise. SaprotHub offers a user-friendly platform that democratizes the training, utilization, and sharing of protein ML models, fostering collaboration within the biologist community-all achievable with just a few clicks, regardless of ML background. At its core, Saprot is a near-universal protein language model that, through its ColabSaprot framework, supports hundreds of protein training and prediction applications, enabling the co-construction and co-sharing of these trained models, thereby enhancing user engagement and community-driven innovation.