Package: nempi Type: Package Title: Inferring unobserved perturbations from gene expression data Version: 1.6.0 Authors@R: person("Martin", "Pirkl", email = "martinpirkl@yahoo.de", role = c("aut", "cre")) Depends: R (>= 4.1), mnem Description: Takes as input an incomplete perturbation profile and differential gene expression in log odds and infers unobserved perturbations and augments observed ones. The inference is done by iteratively inferring a network from the perturbations and inferring perturbations from the network. The network inference is done by Nested Effects Models. License: GPL-3 Encoding: UTF-8 LazyData: true biocViews: Software, GeneExpression, DifferentialExpression, DifferentialMethylation, GeneSignaling, Pathways, Network, Classification, NeuralNetwork, NetworkInference, ATACSeq, DNASeq, RNASeq, PooledScreens, CRISPR, SingleCell, SystemsBiology Imports: e1071, nnet, randomForest, naturalsort, graphics, stats, utils, matrixStats, epiNEM VignetteBuilder: knitr Suggests: knitr, BiocGenerics, rmarkdown, RUnit BugReports: https://github.com/cbg-ethz/nempi/issues URL: https://github.com/cbg-ethz/nempi/ RoxygenNote: 7.1.1