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bioconductor-lionessr

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Modeling networks for individual samples using LIONESS

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-lionessr

Usage Tracking

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Description

LIONESS, or Linear Interpolation to Obtain Network Estimates for Single Samples, can be used to reconstruct single-sample networks (https://arxiv.org/abs/1505.06440). This code implements the LIONESS equation in the lioness function in R to reconstruct single-sample networks. The default network reconstruction method we use is based on Pearson correlation. However, lionessR can run on any network reconstruction algorithms that returns a complete, weighted adjacency matrix. lionessR works for both unipartite and bipartite networks.

About

Summary

Modeling networks for individual samples using LIONESS

Last Updated

Dec 21, 2024 at 07:50

License

MIT + file LICENSE

Total Downloads

16.8K

Supported Platforms

noarch