Package: DepecheR
Version: 1.27.0
Date: 2024-08-22
Title: Determination of essential phenotypic elements of clusters in
        high-dimensional entities
biocViews:
        Software,CellBasedAssays,Transcription,DifferentialExpression,
        DataRepresentation,ImmunoOncology,Transcriptomics,Classification,Clustering,
        DimensionReduction,FeatureExtraction,FlowCytometry,RNASeq,SingleCell,
        Visualization
Authors@R: c(
    person('Jakob', 'Theorell', email = "jakob.theorell@ki.se",
        role = c("aut", "cre"), comment=c(ORCID="0000-0001-8752-3151")), 
    person('Axel', 'Theorell', email = "axel.theorell@gmail.com", 
        role = c("aut")))
Description: The purpose of this package is to identify traits in a
        dataset that can separate groups. This is done on two levels.
        First, clustering is performed, using an implementation of
        sparse K-means. Secondly, the generated clusters are used to
        predict outcomes of groups of individuals based on their
        distribution of observations in the different clusters. As
        certain clusters with separating information will be
        identified, and these clusters are defined by a sparse number
        of variables, this method can reduce the complexity of data, to
        only emphasize the data that actually matters.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: false
RoxygenNote: 7.3.1
Depends: R (>= 4.0)
Imports: ggplot2 (>= 3.1.0), MASS (>= 7.3.51), Rcpp (>= 1.0.0), dplyr
        (>= 0.7.8), gplots (>= 3.0.1), viridis (>= 0.5.1), foreach (>=
        1.4.4), doSNOW (>= 1.0.16), matrixStats (>= 0.54.0), mixOmics
        (>= 6.6.1), moments (>= 0.14), grDevices (>= 3.5.2), graphics
        (>= 3.5.2), stats (>= 3.5.2), utils (>= 3.5), methods (>= 3.5),
        parallel (>= 3.5.2), reshape2 (>= 1.4.3), beanplot (>= 1.2),
        FNN (>= 1.1.3), robustbase (>= 0.93.5), gmodels (>= 2.18.1),
        collapse (>= 1.9.2), ClusterR (>= 1.3.2)
LinkingTo: Rcpp, RcppEigen
Suggests: uwot, testthat, knitr, rmarkdown, BiocStyle
VignetteBuilder: knitr
Config/pak/sysreqs: libfreetype6-dev libglpk-dev libglu1-mesa-dev
        libgmp3-dev make libicu-dev libpng-dev libxml2-dev
        libgl1-mesa-dev zlib1g-dev
Repository: https://bioc.r-universe.dev
Date/Publication: 2025-10-29 14:50:39 UTC
RemoteUrl: https://github.com/bioc/DepecheR
RemoteRef: HEAD
RemoteSha: eb6e467cbf122cc984b871b5eb9a3a01645acaed
NeedsCompilation: yes
Packaged: 2025-11-02 03:39:51 UTC; root
Author: Jakob Theorell [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-8752-3151>),
  Axel Theorell [aut]
Maintainer: Jakob Theorell <jakob.theorell@ki.se>
Built: R 4.6.0; x86_64-w64-mingw32; 2025-11-02 03:42:05 UTC; windows
Archs: x64
