Package: debCAM 1.25.0

Lulu Chen

debCAM: Deconvolution by Convex Analysis of Mixtures

An R package for fully unsupervised deconvolution of complex tissues. It provides basic functions to perform unsupervised deconvolution on mixture expression profiles by Convex Analysis of Mixtures (CAM) and some auxiliary functions to help understand the subpopulation-specific results. It also implements functions to perform supervised deconvolution based on prior knowledge of molecular markers, S matrix or A matrix. Combining molecular markers from CAM and from prior knowledge can achieve semi-supervised deconvolution of mixtures.

Authors:Lulu Chen <[email protected]>

debCAM_1.25.0.tar.gz
debCAM_1.25.0.zip(r-4.5)debCAM_1.25.0.zip(r-4.4)debCAM_1.25.0.zip(r-4.3)
debCAM_1.25.0.tgz(r-4.4-any)debCAM_1.25.0.tgz(r-4.3-any)
debCAM_1.25.0.tar.gz(r-4.5-noble)debCAM_1.25.0.tar.gz(r-4.4-noble)
debCAM_1.25.0.tgz(r-4.4-emscripten)debCAM_1.25.0.tgz(r-4.3-emscripten)
debCAM.pdf |debCAM.html✨
debCAM/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/lululuella/debcam/issues

Uses libs:
  • openjdk– OpenJDK Java runtime, using Hotspot JIT
Datasets:
  • ratMix3 - Gene expression data downsampled from GSE19380

On BioConductor:debCAM-1.25.0(bioc 3.21)debCAM-1.24.0(bioc 3.20)

softwarecellbiologygeneexpression

5.66 score 7 stars 13 scripts 272 downloads 18 exports 108 dependencies

Last updated 23 days agofrom:f694119745. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 14 2024
R-4.5-winOKNov 14 2024
R-4.5-linuxOKNov 14 2024
R-4.4-winOKNov 14 2024
R-4.4-macOKNov 14 2024
R-4.3-winOKNov 14 2024
R-4.3-macOKNov 14 2024

Exports:AfromMarkersAmatCAMCAMASestCAMMGClusterCAMPrepcornerSortMDLMGsforAMGstatisticPCAmatplotredoASestreselectMGsffsHullsimplexplotSmatXWProj

Dependencies:abindapclusteraskpassBHBiobaseBiocGenericsBiocManagerBiocParallelbitbit64classclicliprclustercodetoolscolorspacecorpcorcpp11crayoncurlDBIDelayedArraydigestDMwR2doParalleldplyrfansifarverforeachformatRfutile.loggerfutile.optionsgenericsGenomeInfoDbGenomeInfoDbDataGenomicRangesgeometryggplot2gluegridBasegtablehmshttrIRangesisobanditeratorsjsonlitelabelinglambda.rlatticelifecyclelinproglpSolvemagicmagrittrMASSMatrixMatrixGenericsmatrixStatsmgcvmimemunsellmvtnormnlmeNMFnnlsopensslpcaPPpillarpkgconfigplyrprettyunitsprogressquantmodR6RColorBrewerRcppRcppProgressreadrregistryreshape2rJavarlangrngtoolsrpartS4ArraysS4VectorsscalessnowSparseArraystringistringrSummarizedExperimentsystibbletidyselectTTRtzdbUCSC.utilsutf8vctrsviridisLitevroomwithrxtsXVectorzlibbioczoo

debCAM User Manual

Lulu Chen

Rendered fromdebcam.Rmdusingknitr::rmarkdownon Nov 14 2024.

Last update: 2019-10-24
Started: 2019-10-24