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Package: SpNMF | ||
Type: Package | ||
Title: Supervised NMF | ||
Version: 0.1.0 | ||
Authors@R: person("Yun", "Cai", email = "Yun.Cai@dal.ca", role = c("aut", "cre")) | ||
Version: 0.1.1 | ||
Authors@R: c( | ||
person("Yun","Cai",email="Yun.Cai@dal.ca",role= c("aut","cre")), | ||
person("Hong","Gu",email="hgu@dal.ca",role="aut"), | ||
person("Toby","Kenney",email="tkenney@mathstat.dal.ca",role="aut")) | ||
Description: Non-negative Matrix Factorization(NMF) is a powerful tool for identifying the key features of microbial communities and a dimension-reduction method. When we are interested in the differences between the structures of two groups of communities, supervised NMF(Yun Cai, Hong Gu and Tobby Kenney (2017),<doi:10.1186/s40168-017-0323-1>) provides a better way to do this, while retaining all the advantages of NMF -- such as interpretability, and being based on a simple biological intuition. | ||
Depends: R (>= 3.2.3), | ||
Imports: NMF, stats | ||
License: GPL-3 | ||
Encoding: UTF-8 | ||
LazyData: true | ||
NeedsCompilation: no | ||
Packaged: 2018-09-26 10:10:18 UTC; caiyu | ||
Author: Yun Cai [aut, cre] | ||
Packaged: 2018-10-02 21:15:17 UTC; caiyu | ||
Maintainer: Yun Cai <Yun.Cai@dal.ca> | ||
Author: Yun Cai [aut, cre], | ||
Hong Gu [aut], | ||
Toby Kenney [aut] | ||
Repository: CRAN | ||
Date/Publication: 2018-09-30 22:30:02 UTC | ||
Date/Publication: 2018-10-03 07:50:03 UTC |
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