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Learned protein embeddings for machine learning

MOTIVATION: Machine-learning models trained on protein sequences and their measured functions can infer biological properties of unseen sequences without requiring an understanding of the underlying physical or biological mechanisms. Such models enable the prediction and discovery of sequences with...

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Detaylı Bibliyografya
Yayımlandı:Bioinformatics
Asıl Yazarlar: Yang, Kevin K, Wu, Zachary, Bedbrook, Claire N, Arnold, Frances H
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Oxford University Press 2018
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC6061698/
https://ncbi.nlm.nih.gov/pubmed/29584811
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty178
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