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bioconductor-stabmap

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Stabilised mosaic single cell data integration using unshared features

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-stabmap

Usage Tracking

1.0.0
1 / 8 versions selected
Downloads (Last 6 months): 0

Description

StabMap performs single cell mosaic data integration by first building a mosaic data topology, and for each reference dataset, traverses the topology to project and predict data onto a common embedding. Mosaic data should be provided in a list format, with all relevant features included in the data matrices within each list object. The output of stabMap is a joint low-dimensional embedding taking into account all available relevant features. Expression imputation can also be performed using the StabMap embedding and any of the original data matrices for given reference and query cell lists.

About

Summary

Stabilised mosaic single cell data integration using unshared features

Last Updated

Dec 22, 2024 at 00:51

License

GPL-2

Total Downloads

124

Supported Platforms

noarch