Autoencoder in RStudio Tutorial

Опубликовано: 30 Январь 2021
на канале: LiquidBrain Bioinformatics
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Thumbnail Image Taken from:
Mohammadi, M., Al-Fuqaha, A., Sorour, S. and Guizani, M., 2018. Deep learning for IoT big data and streaming analytics: A survey. IEEE Communications Surveys & Tutorials, 20(4), pp.2923-2960.

Download the RMarkdown file here:
https://github.com/brandonyph/AutoEnc...

#Script Adapted from :
https://www.r-bloggers.com/2018/07/pc...

Reference:
1. Lin, E., Mukherjee, S. and Kannan, S., 2020. A deep adversarial variational autoencoder model for dimensionality reduction in single-cell RNA sequencing analysis. BMC bioinformatics, 21(1), pp.1-11.

Futher Reading:
1. https://towardsdatascience.com/what-i...
2.   / mit-deep-learning-basics-introduction-and-...  
3. https://www.jeremyjordan.me/autoencod...

Email: [email protected]
Github: https://github.com/brandonyph
Twitter:   / brandon_yeoph