Linked Inference of Genomic Experimental Relationships

Uses an extension of nonnegative matrix factorization to identify shared and dataset-specific factors. See Welch J, Kozareva V, et al (2019) , and Liu J, Gao C, Sodicoff J, et al (2020) for more details.

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Reference manual

install.packages("rliger")

1.0.0 by Chao Gao, 2 months ago

https://github.com/welch-lab/liger

Report a bug at https://github.com/welch-lab/liger/issues

Browse source code at https://github.com/cran/rliger

Authors: Joshua Welch [aut, ctb] , Chao Gao [aut, ctb, cre] , Jialin Liu [aut, ctb] , Joshua Sodicoff [aut, ctb] , Velina Kozareva [aut, ctb] , Evan Macosko [aut, ctb] , Paul Hoffman [ctb] , Ilya Korsunsky [ctb] , Robert Lee [ctb]

Documentation: PDF Manual

GPL-3 license

Imports Rcpp, plyr, FNN, dplyr, grid, ggrepel, irlba, ica, Rtsne, ggplot2, riverplot, foreach, parallel, doParallel, mclust, stats, psych, RANN, uwot, rlang, utils, hdf5r