Rivista
/
Genetica
/
A Virtual Machine Platform for Non-Computer Professionals for Using Deep Learning to Classify Biological Sequences of Metagenomic Data
JoVE Journal
Genetica
Author Produced
È necessario avere un abbonamento a JoVE per visualizzare questo.  Accedi o inizia la tua prova gratuita.
JoVE Journal Genetica
A Virtual Machine Platform for Non-Computer Professionals for Using Deep Learning to Classify Biological Sequences of Metagenomic Data

A Virtual Machine Platform for Non-Computer Professionals for Using Deep Learning to Classify Biological Sequences of Metagenomic Data

3,698 Views

•

09:34 min

•

September 25, 2021

DOI:

10.3791/62250-v

DOI:
10.3791/62250-v

•

09:34 min
September 25, 2021

•

3 Views
,
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

Summary

Automatically generated

This tutorial describes a simple method to construct a deep learning algorithm for performing 2-class sequence classification of metagenomic data.

Explore More Videos

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

Read Article

Cite this Article

Fang, Z., Zhou, H. A Virtual Machine Platform for Non-Computer Professionals for Using Deep Learning to Classify Biological Sequences of Metagenomic Data. J. Vis. Exp. (175), e62250, doi:10.3791/62250 (2021).

Download .ris file

Copy

Share Video

.

Copy