Package: orthos 1.5.1

Panagiotis Papasaikas

orthos: `orthos` is an R package for variance decomposition using conditional variational auto-encoders

`orthos` decomposes RNA-seq contrasts, for example obtained from a gene knock-out or compound treatment experiment, into unspecific and experiment-specific components. Original and decomposed contrasts can be efficiently queried against a large database of contrasts (derived from ARCHS4, https://maayanlab.cloud/archs4/) to identify similar experiments. `orthos` furthermore provides plotting functions to visualize the results of such a search for similar contrasts.

Authors:Panagiotis Papasaikas [aut, cre], Charlotte Soneson [aut], Michael Stadler [aut], Friedrich Miescher Institute for Biomedical Research [cph]

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orthos.pdf |orthos.html
orthos/json (API)
NEWS

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

On BioConductor:orthos-1.5.0(bioc 3.21)orthos-1.4.0(bioc 3.20)

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

rnaseqdifferentialexpressiongeneexpression

4.18 score 2 scripts 185 downloads 6 exports 149 dependencies

Last updated 16 days agofrom:cbc0f6e2b7. Checks:1 OK, 2 FAILURE, 6 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 12 2025
R-4.5-winNOTEMar 12 2025
R-4.5-macNOTEMar 12 2025
R-4.5-linuxNOTEMar 12 2025
R-4.4-winNOTEMar 12 2025
R-4.4-macNOTEMar 12 2025
R-4.4-linuxNOTEMar 12 2025
R-4.3-winOUTDATEDJan 28 2025
R-4.3-macOUTDATEDDec 29 2024

Exports:decomposeVarloadContrastDatabaseplotQueryResultsManhplotQueryResultsViolinqueryWithContraststestOrthosEnv

Dependencies:abindAnnotationDbiAnnotationHubaskpassbackportsbase64encbasiliskbasilisk.utilsBHBiobaseBiocFileCacheBiocGenericsBiocManagerBiocParallelBiocVersionBiostringsbitbit64blobbootbroomcachemcarcarDataclicodetoolscolorspaceconfigcorrplotcowplotcpp11crayoncurlDBIdbplyrDelayedArrayDerivdir.expirydoBydplyrExperimentHubfansifarverfastmapfilelockformatRFormulafutile.loggerfutile.optionsgenericsGenomeInfoDbGenomeInfoDbDataGenomicRangesggplot2ggpubrggrepelggsciggsignifgluegridExtragtableh5mreadHDF5ArrayherehttrIRangesisobandjsonliteKEGGRESTkeraslabelinglambda.rlatticelifecyclelme4magrittrMASSMatrixMatrixGenericsMatrixModelsmatrixStatsmemoisemgcvmicrobenchmarkmimeminqamodelrmunsellnlmenloptrnnetnumDerivopensslorthosDatapbkrtestpillarpkgconfigplogrplyrpngpolynomprocessxpspurrrquantregR6rappdirsrbibutilsRColorBrewerRcppRcppEigenRcppTOMLRdpackreformulasreticulaterhdf5rhdf5filtersRhdf5librlangrprojrootRSQLiterstatixrstudioapiS4ArraysS4VectorsscalessnowSparseArraySparseMstringistringrSummarizedExperimentsurvivalsystensorflowtfautographtfrunstibbletidyrtidyselectUCSC.utilsutf8vctrsviridisLitewhiskerwithrXVectoryamlzeallot

An introduction to contrast decomposition and querying using orthos

Rendered fromorthosIntro.Rmdusingknitr::rmarkdownon Mar 12 2025.

Last update: 2023-10-17
Started: 2023-01-31