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非计算机专业人员使用深度学习对元数据的生物序列进行分类的虚拟计算机平台
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JoVE Journal Genética
A Virtual Machine Platform for Non-Computer Professionals for Using Deep Learning to Classify Biological Sequences of Metagenomic Data
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非计算机专业人员使用深度学习对元数据的生物序列进行分类的虚拟计算机平台

DOI:
10.3791/62250-v

•

09:34 min

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September 25, 2021

•

,
1Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital,Southern Medical University, 2Center for Quantitative Biology,Peking University, 3State Key Laboratory of Organ Failure Research,Southern Medical University

Capítulos

  • 00:07Introduction
  • 01:35The Installation of the Virtual Machine
  • 04:11Create Shared Folders and Prepare the Files for the Training Set and Test Set
  • 06:55Digitize the Biological Sequences Using “One‐Shot” Encoding Form
  • 07:27Train and Test the Artificial Neural Network
  • 08:12Result
  • 08:52Conclusion

Summary

Tadução automática

Tadução automática

本教程描述了构建深度学习算法的简单方法，用于执行计量数据的 2 级序列分类。

Tags

Virtual MachineDeep LearningBiological Sequence ClassificationMetagenomic DataSpecies ClassificationGene Function ClassificationHost ClassificationDeep Learning FrameworkSequence ClassificationVirtualBoxUbuntu

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