DeepSeMS
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    • antiSMASH based
    • DeepBGC based
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Source code: https://github.com/lab-of-biochemai/DeepSeMS

and https://github.com/tjcadd2020/DeepSeMS

Checkpoint files: http://doi.org/10.6084/m9.figshare.29680658

Backup server: https://www.biosino.org/deepsems


Global ocean SMs (antiSMASH based)   Global ocean SMs (DeepBGC based)  


Cite DeepSeMS: Xu, T., Yang, Y., Zhu, R. et al. DeepSeMS: revealing the hidden biosynthetic potential of the global ocean microbiome with a large language model. Nature Computational Science (2026) https://doi.org/10.1038/s43588-026-00983-1.

BioChemAI
Lab of Microecology & Transitional Medicine, School of Life Sciences and Technology, Tongji University
Lab of BioChemAI, Chemical Data Center, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences
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