CARNIVAL: A CAusal Reasoning tool for Network Identification (from gene expression data) using Integer VALue programming

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.

Package details

AuthorEnio Gjerga <enio.gjerga@gmail.com> Panuwat Trairatphisan Anika Liu Alberto Valdeolivas Nikolas Peschke
Bioconductor views GeneExpression Network Transcriptomics
MaintainerEnio Gjerga <enio.gjerga@gmail.com>
LicenseApache License (== 3.0) | file LICENSE
Version1.2.0
URL https://github.com/saezlab/CARNIVAL
Package repositoryView on Bioconductor
Installation Install the latest version of this package by entering the following in R:
if (!requireNamespace("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("CARNIVAL")

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CARNIVAL documentation built on Nov. 8, 2020, 5:24 p.m.