Package: CARNIVAL Title: A CAusal Reasoning tool for Network Identification (from gene expression data) using Integer VALue programming Version: 2.23.0 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 Encoding: UTF-8 Suggests: RefManageR, BiocStyle, covr, knitr, testthat (>= 3.0.0), sessioninfo VignetteBuilder: knitr RoxygenNote: 7.1.2 Config/testthat/edition: 3 Config/pak/sysreqs: cmake libglpk-dev make libicu-dev libuv1-dev libxml2-dev libx11-dev Repository: https://bioc.r-universe.dev Date/Publication: 2026-04-28 12:52:37 UTC RemoteUrl: https://github.com/bioc/CARNIVAL RemoteRef: HEAD RemoteSha: 19f1f6672181d95ae005041b2235b29575049694 NeedsCompilation: no Packaged: 2026-06-11 07:05:39 UTC; root Author: Enio Gjerga [aut] (ORCID: ), Panuwat Trairatphisan [aut], Anika Liu [ctb], Alberto Valdeolivas [ctb], Nikolas Peschke [ctb], Aurelien Dugourd [ctb], Attila Gabor [cre], Olga Ivanova [aut] Maintainer: Attila Gabor