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bioconductor-batchelor

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Single-Cell Batch Correction Methods

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-batchelor

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Description

Implements a variety of methods for batch correction of single-cell (RNA sequencing) data. This includes methods based on detecting mutually nearest neighbors, as well as several efficient variants of linear regression of the log-expression values. Functions are also provided to perform global rescaling to remove differences in depth between batches, and to perform a principal components analysis that is robust to differences in the numbers of cells across batches.

About

Summary

Single-Cell Batch Correction Methods

Last Updated

Dec 21, 2024 at 06:40

License

GPL-3

Total Downloads

46.9K

Supported Platforms

linux-64
macOS-64
linux-aarch64