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DESCRIPTION
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DESCRIPTION
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Package: CARNIVAL
Title: A CAusal Reasoning tool for Network Identification (from gene expression data) using Integer VALue programming
Version: 2.7.2
Authors@R: c(
person(given = "Enio",
family = "Gjerga",
role = c("aut"),
email = "enio.gjerga@gmail.com",
comment = c(ORCID = "0000-0002-3060-5786")),
person(given = "Panuwat",
family = "Trairatphisan",
role = "aut"),
person(given = "Anika",
family = "Liu",
role = "ctb"),
person(given = "Alberto",
family = "Valdeolivas",
role = "ctb"),
person(given = "Nikolas",
family = "Peschke",
role = "ctb"),
person(given = "Aurelien",
family = "Dugourd",
role = "ctb"),
person(given = "Attila",
family = "Gabor",
role = "cre",
email = "attila.gabor@uni-heidelberg.de"),
person(given = "Olga",
family = "Ivanova",
role = "aut",
email = "olga.ivanova@bioquant.uni-heidelberg.de")
)
Description: An upgraded causal reasoning tool from Melas et al in R with updated assignments of TFs' weights from PROGENy scores.
Optimization parameters can be freely adjusted and multiple solutions can be obtained and aggregated.
URL: https://github.com/saezlab/CARNIVAL
BugReports: https://github.com/saezlab/CARNIVAL/issues
Depends:
R (>= 4.0)
Imports:
readr,
stringr,
lpSolve,
igraph,
dplyr,
tibble,
tidyr,
rjson,
rmarkdown
biocViews: Transcriptomics, GeneExpression, Network
License: GPL-3
LazyData: true
Encoding: UTF-8
Suggests:
RefManageR,
BiocStyle,
covr,
knitr,
testthat (>= 3.0.0),
sessioninfo
VignetteBuilder: knitr
RoxygenNote: 7.2.3
Config/testthat/edition: 3