/tools/LatentDE
LatentDE
HySonLab/LatentDE
summary
LatentDE is a tool for protein sequence design that utilizes a latent-based directed evolution approach. It employs a variational autoencoder to optimize biological functionalities by exploring high-fitness mutants in the latent space, making it suitable for protein engineering tasks.
description
LatentDE: Latent-based Directed Evolution for Protein Sequence Design
topics
directed-evolutionevolutionary-algorithmgradient-ascentprotein-language-modelprotein-optimizationvariational-autoencoder
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