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pypi.org : imap
The integration of single-cell RNA-sequencing datasets from multiple sources is critical for deciphering cell-cell heterogeneities and interactions in complex biological systems. We present a novel unsupervised batch removal framework, called iMAP, based on two state-of-art deep generative models – autoencoders and generative adversarial networks.
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purl: pkg:pypi/imap
Keywords: single-cell RNA-sequencing technologies, neural network, GAN, batch removal
License: MIT
Latest release: about 3 years ago
First release: almost 4 years ago
Dependent repositories: 1
Downloads: 364 last month
Last synced: 28 days ago