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Molecular function recognition by supervised projection pursuit machine learning

Identifying mechanisms that control molecular function is a significant challenge in pharmaceutical science and molecular engineering. Here, we present a novel projection pursuit recurrent neural network to identify functional mechanisms in the context of iterative supervised machine learning for di...

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Detalles Bibliográficos
Autores principales: Grear, Tyler, Avery, Chris, Patterson, John, Jacobs, Donald J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7895977/
https://www.ncbi.nlm.nih.gov/pubmed/33608593
http://dx.doi.org/10.1038/s41598-021-83269-y