Package: scTenifoldNet
Type: Package
Title: Construct and Compare scGRN from Single-Cell Transcriptomic Data
Version: 1.3
Authors@R: c(person(given = "Daniel", family = "Osorio", email = "dcosorioh@utexas.edu", role = c("aut","cre"), comment = c(ORCID = '0000-0003-4424-8422')),
             person(given = "Yan", family = "Zhong", role = c("aut","ctb")),
             person(given = "Guanxun", family = "Li", role = c("aut","ctb")),
             person(given = "Jianhua", family = "Huang", role = c("aut","ctb")),
             person(given = "James", family = "Cai", role = c("aut", "ctb", "ths"), comment = c(ORCID = '0000-0002-8081-6725'))
             )
Description: A workflow based on machine learning methods to construct and compare single-cell gene regulatory networks (scGRN) using single-cell RNA-seq (scRNA-seq) data collected from different conditions. Uses principal component regression, tensor decomposition, and manifold alignment, to accurately identify even subtly shifted gene expression programs. See <doi:10.1016/j.patter.2020.100139> for more details.
URL: https://github.com/cailab-tamu/scTenifoldNet
BugReports: https://github.com/cailab-tamu/scTenifoldNet/issues
License: GPL (>= 2)
Encoding: UTF-8
RoxygenNote: 7.1.2
biocViews:
Imports: pbapply, RSpectra, Matrix, methods, stats, utils, MASS,
        RhpcBLASctl
Suggests: testthat (>= 2.1.0)
NeedsCompilation: no
Packaged: 2021-10-28 13:47:19 UTC; danie
Author: Daniel Osorio [aut, cre] (<https://orcid.org/0000-0003-4424-8422>),
  Yan Zhong [aut, ctb],
  Guanxun Li [aut, ctb],
  Jianhua Huang [aut, ctb],
  James Cai [aut, ctb, ths] (<https://orcid.org/0000-0002-8081-6725>)
Maintainer: Daniel Osorio <dcosorioh@utexas.edu>
Repository: CRAN
Date/Publication: 2021-10-29 06:40:02 UTC
Built: R 4.6.0; ; 2026-04-27 20:07:19 UTC; unix
