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jw156605 authored Feb 18, 2021
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## Predicting unobserved cell states from disentangled representations of single-cell data using generative adversarial networks

The current folder contains files for implementing **VAE/beta-TCVAE, WGAN-GP, InfoWGAN-GP, and MichiGAN** on single-cell RNA-seq data. See our preprint for details:
[Predicting unobserved cell states from disentangled representations of single-cell data using generative adversarial networks](https://www.biorxiv.org/content/10.1101/2021.01.15.426872v1.full.pdf) (Yu and Welch, 2020+).
[Predicting unobserved cell states from disentangled representations of single-cell data using generative adversarial networks](https://www.biorxiv.org/content/10.1101/2021.01.15.426872v1) (Yu and Welch, 2020+).

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