GeneNMF: Non-Negative Matrix Factorization for Single-Cell Omics

A collection of methods to extract gene programs from single-cell gene expression data using non-negative matrix factorization (NMF). 'GeneNMF' contains functions to directly interact with the 'Seurat' toolkit and derive interpretable gene program signatures.

Package details

AuthorMassimo Andreatta [aut, cre] (<https://orcid.org/0000-0002-8036-2647>), Santiago Carmona [aut] (<https://orcid.org/0000-0002-2495-0671>)
MaintainerMassimo Andreatta <massimo.andreatta@unil.ch>
LicenseGPL-3
Version0.6.2
URL https://github.com/carmonalab/GeneNMF
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("GeneNMF")

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GeneNMF documentation built on April 4, 2025, 4:39 a.m.