Package: Holomics 1.1.1.9000

Katharina Munk

Holomics: An User-Friendly R 'shiny' Application for Multi-Omics Data Integration and Analysis

A 'shiny' application, which allows you to perform single- and multi-omics analyses using your own omics datasets. After the upload of the omics datasets and a metadata file, single-omics is performed for feature selection and dataset reduction. These datasets are used for pairwise- and multi-omics analyses, where automatic tuning is done to identify correlations between the datasets - the end goal of the recommended 'Holomics' workflow. Methods used in the package were implemented in the package 'mixomics' by Florian Rohart,Benoît Gautier,Amrit Singh,Kim-Anh Lê Cao (2017) <doi:10.1371/journal.pcbi.1005752> and are described there in further detail.

Authors:Katharina Munk [aut, cre], Eva M. Molin [aut, ctb], Günter Brader [ctb], Lisa Ziemba [ctb], AIT Austrian Institute of Technology GmbH [cph]

Holomics_1.1.1.9000.tar.gz
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Holomics_1.1.1.9000.tgz(r-4.4-any)Holomics_1.1.1.9000.tgz(r-4.3-any)
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Holomics.pdf |Holomics.html
Holomics/json (API)
NEWS

# Install 'Holomics' in R:
install.packages('Holomics', repos = c('https://molinlab.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/molinlab/holomics/issues

On CRAN:

5.38 score 6 stars 7 scripts 509 downloads 1 exports 124 dependencies

Last updated 6 months agofrom:a01b674a4e. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 04 2024
R-4.5-winNOTENov 04 2024
R-4.5-linuxNOTENov 04 2024
R-4.4-winNOTENov 04 2024
R-4.4-macNOTENov 04 2024
R-4.3-winNOTENov 04 2024
R-4.3-macNOTENov 04 2024

Exports:run_app

Dependencies:askpassattemptbase64encBHBiocParallelbs4Dashbslibcachemcellrangerclicodetoolscolorspacecommonmarkconfigcorpcorcpp11crayoncrosstalkcurldigestdplyrDTellipseevaluatefansifarverfastmapfontawesomeformatRfreshfsfutile.loggerfutile.optionsgenericsggplot2ggrepelgluegolemgridExtragsignalgtableherehighrhmshtmltoolshtmlwidgetshttpuvhttrigraphisobandjquerylibjsonliteknitrlabelinglambda.rlaterlatticelazyevallifecyclemagrittrmarkdownMASSMatrixmatrixStatsmemoisemgcvmimemixOmicsmunsellnlmeopensslopenxlsxpillarpkgconfigplyrpracmaprettyunitsprogresspromisespurrrR6rappdirsrARPACKRColorBrewerRcppRcppEigenreadxlrematchreshape2rglrlangrmarkdownrprojrootRSpectrarstudioapisassscalesshinyshinyalertshinybusyshinyjsshinyvalidateshinyWidgetssnowsourcetoolsstringistringrsystibbletidyrtidyselecttinytextippyutf8uuidvctrsviridisLitevisNetworkwaiterwithrxfunxtableyamlzip

Holomics

Rendered fromHolomics.Rmdusingknitr::rmarkdownon Nov 04 2024.

Last update: 2024-06-07
Started: 2023-06-06