/tools/lambo

lambo

samuelstanton/lambo

74 stars24 forksJupyter NotebookAdded February 4, 2026
summary

LaMBO is a tool that accelerates Bayesian optimization for biological sequence design using denoising autoencoders. It allows for efficient exploration of protein sequences to optimize properties such as stability and surface area, outperforming traditional genetic algorithms in its evaluations.

description

Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)

topics

bayesian-optimizationprotein-design

Ratings

N/A
0 ratings

Rate this tool:

Comments (0)

Sign in to leave a comment.

No comments yet. Be the first to share your thoughts!