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Exploring protein natural diversity in environmental microbiomes with DeepMetagenome

Summary: Protein natural diversity offers a vast sequence space for protein engineering, and deep learning enables its detection from metagenomes/proteomes without prior assumptions. DeepMetagenome, a Python-based method, explores protein diversity through modules for training and analyzing sequence...

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Bibliographic Details
Main Authors: Xiaofang Li, Jun Zhang, Dan Ma, Xiaofei Fan, Xin Zheng, Yong-Xin Liu
Format: Artigo
Language:Inglês
Published: Elsevier 2024-11-01
Series:Cell Reports: Methods
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Online Access:http://www.sciencedirect.com/science/article/pii/S2667237524002868
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