Use Efficient Evolution

Overview

Efficient Evolution leverages general protein language models to guide the efficient evolution of proteins. These models utilize evolutionary-scale data to recommend mutations that are evolutionarily plausible and likely to enhance protein functionality. By operating in sequence space without requiring knowledge of target-specific details, Efficient Evolution streamlines the design process. It generates small, high-confidence variant sets for experimental validation, offering a scalable and task-agnostic solution for protein engineering applications.

Neurosnap Overview

The Efficient Evolution online webserver allows anybody with a Neurosnap account to run and access Efficient Evolution, no downloads required. Information submitted through this webserver is kept confidential and never sold to third parties as detailed by our strong terms of service and privacy policy.