/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
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