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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 dnachun::bioconductor-batchelor

Usage Tracking

1.22.0
1.18.0
2 / 8 versions selected
Downloads (Last 6 months): 0

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

Jan 26, 2025 at 08:48

License

GPL-3.0-or-later

Total Downloads

13

Version Downloads

7

Supported Platforms

macOS-arm64