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
NetActivity_1.9.0.zip(r-4.5)NetActivity_1.9.0.zip(r-4.4)NetActivity_1.9.0.zip(r-4.3)
NetActivity_1.9.0.tgz(r-4.4-any)NetActivity_1.9.0.tgz(r-4.3-any)
NetActivity_1.9.0.tar.gz(r-4.5-noble)NetActivity_1.9.0.tar.gz(r-4.4-noble)
NetActivity_1.9.0.tgz(r-4.4-emscripten)NetActivity_1.9.0.tgz(r-4.3-emscripten)
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-1.7.0(bioc 3.20)NetActivity-1.6.0(bioc 3.19)

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 70 dependencies

Last updated 20 days agofrom:8c47a8c59f. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 30 2024
R-4.5-winNOTEOct 31 2024
R-4.5-linuxNOTEOct 30 2024
R-4.4-winNOTEOct 31 2024
R-4.4-macNOTEOct 31 2024
R-4.3-winNOTEOct 31 2024
R-4.3-macNOTEOct 31 2024

Exports:computeGeneSetScoresprepareSummarizedExperiment

Dependencies:abindairwayaskpassBHBiobaseBiocGenericsBiocParallelclicodetoolscolorspacecpp11crayoncurlDelayedArrayDelayedMatrixStatsDESeq2fansifarverformatRfutile.loggerfutile.optionsGenomeInfoDbGenomeInfoDbDataGenomicRangesggplot2gluegtablehttrIRangesisobandjsonlitelabelinglambda.rlatticelifecyclelocfitmagrittrMASSMatrixMatrixGenericsmatrixStatsmgcvmimemunsellNetActivityDatanlmeopensslpillarpkgconfigR6RColorBrewerRcppRcppArmadillorlangS4ArraysS4VectorsscalessnowSparseArraysparseMatrixStatsSummarizedExperimentsystibbleUCSC.utilsutf8vctrsviridisLitewithrXVectorzlibbioc

Gene set scores computation with NetActivity

Rendered fromNetActivity.Rmdusingknitr::rmarkdownon Oct 30 2024.

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