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Interpretable pairwise distillations for generative protein sequence models

Many different types of generative models for protein sequences have been proposed in literature. Their uses include the prediction of mutational effects, protein design and the prediction of structural properties. Neural network (NN) architectures have shown great performances, commonly attributed...

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Detalles Bibliográficos
Autores principales: Feinauer, Christoph, Meynard-Piganeau, Barthelemy, Lucibello, Carlo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9258900/
https://www.ncbi.nlm.nih.gov/pubmed/35737722
http://dx.doi.org/10.1371/journal.pcbi.1010219