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bioconductor-scpca

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Sparse Contrastive Principal Component Analysis

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-scpca

Usage Tracking

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Description

A toolbox for sparse contrastive principal component analysis (scPCA) of high-dimensional biological data. scPCA combines the stability and interpretability of sparse PCA with contrastive PCA's ability to disentangle biological signal from unwanted variation through the use of control data. Also implements and extends cPCA.

About

Summary

Sparse Contrastive Principal Component Analysis

Last Updated

Dec 22, 2024 at 17:50

License

MIT + file LICENSE

Total Downloads

18.8K

Supported Platforms

noarch