Package: NetActivity 1.9.0

Carlos Ruiz-Arenas

NetActivity: Compute gene set scores from a deep learning framework

#' NetActivity enables to compute gene set scores from previously trained sparsely-connected autoencoders. The package contains a function to prepare the data (`prepareSummarizedExperiment`) and a function to compute the gene set scores (`computeGeneSetScores`). The package `NetActivityData` contains different pre-trained models to be directly applied to the data. Alternatively, the users might use the package to compute gene set scores using custom models.

Authors:Carlos Ruiz-Arenas [aut, cre]

NetActivity_1.9.0.tar.gz
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NetActivity.pdf |NetActivity.html
NetActivity/json (API)
NEWS

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

Peer review:

On BioConductor:NetActivity-1.9.0(bioc 3.21)NetActivity-1.8.0(bioc 3.20)

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

rnaseqmicroarraytranscriptionfunctionalgenomicsgogeneexpressionpathwayssoftware

4.59 score 26 scripts 138 downloads 2 exports 71 dependencies

Last updated 2 months agofrom:8c47a8c59f. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 29 2024
R-4.5-winNOTENov 29 2024
R-4.5-linuxNOTENov 29 2024
R-4.4-winNOTENov 29 2024
R-4.4-macNOTENov 29 2024
R-4.3-winNOTENov 29 2024
R-4.3-macNOTENov 29 2024

Exports:computeGeneSetScoresprepareSummarizedExperiment

Dependencies:abindairwayaskpassBHBiobaseBiocGenericsBiocParallelclicodetoolscolorspacecpp11crayoncurlDelayedArrayDelayedMatrixStatsDESeq2fansifarverformatRfutile.loggerfutile.optionsgenericsGenomeInfoDbGenomeInfoDbDataGenomicRangesggplot2gluegtablehttrIRangesisobandjsonlitelabelinglambda.rlatticelifecyclelocfitmagrittrMASSMatrixMatrixGenericsmatrixStatsmgcvmimemunsellNetActivityDatanlmeopensslpillarpkgconfigR6RColorBrewerRcppRcppArmadillorlangS4ArraysS4VectorsscalessnowSparseArraysparseMatrixStatsSummarizedExperimentsystibbleUCSC.utilsutf8vctrsviridisLitewithrXVectorzlibbioc

Gene set scores computation with NetActivity

Rendered fromNetActivity.Rmdusingknitr::rmarkdownon Nov 29 2024.

Last update: 2022-10-17
Started: 2022-09-13