Package: OncoSubtype 1.0.0

Dadong Zhang

OncoSubtype: Predict Cancer Subtypes Based on TCGA Data using Machine Learning Method

Provide functionality for cancer subtyping using nearest centroids or machine learning methods based on TCGA data.

Authors:Dadong Zhang <[email protected]>

OncoSubtype_1.0.0.tar.gz
OncoSubtype_1.0.0.zip(r-4.5)OncoSubtype_1.0.0.zip(r-4.4)OncoSubtype_1.0.0.zip(r-4.3)
OncoSubtype_1.0.0.tgz(r-4.4-any)OncoSubtype_1.0.0.tgz(r-4.3-any)
OncoSubtype_1.0.0.tar.gz(r-4.5-noble)OncoSubtype_1.0.0.tar.gz(r-4.4-noble)
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OncoSubtype.pdf |OncoSubtype.html
OncoSubtype/json (API)

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

Peer review:

Bug tracker:https://github.com/dadongz/oncosubtype/issues

Datasets:

On CRAN:

3.70 score 1 scripts 114 downloads 6 exports 106 dependencies

Last updated 8 months agofrom:a4a3d4ba0e. Checks:OK: 6 WARNING: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 31 2024
R-4.5-winOKOct 31 2024
R-4.5-linuxWARNINGOct 31 2024
R-4.4-winOKOct 31 2024
R-4.4-macOKOct 31 2024
R-4.3-winOKOct 31 2024
R-4.3-macOKOct 31 2024

Exports:centroids_subtypeget_hvgget_median_centeredload_dataset_from_githubml_subtypePlotHeat

Dependencies:abindaskpassBiobaseBiocGenericscaretclasscliclockcodetoolscolorspacecpp11crayoncurldata.tableDelayedArraydiagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsGenomeInfoDbGenomeInfoDbDataGenomicRangesggplot2globalsgluegowergtablehardhathttripredIRangesisobanditeratorsjsonliteKernSmoothlabelinglatticelavalifecyclelimmalistenvlubridatemagrittrMASSMatrixMatrixGenericsmatrixStatsmgcvmimeModelMetricsmunsellnlmennetnumDerivopensslparallellypheatmappillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6randomForestrbibutilsRColorBrewerRcppRdpackrecipesreshape2rlangrpartS4ArraysS4VectorsscalesshapeSparseArraySQUAREMstatmodstringistringrSummarizedExperimentsurvivalsystibbletidyrtidyselecttimechangetimeDatetzdbUCSC.utilsutf8vctrsviridisLitewithrXVectorzlibbioc

Predict cancer subtypes using NCC or machine learning methods based on TCGA data

Rendered fromOncoSubtype.Rmdusingknitr::rmarkdownon Oct 31 2024.

Last update: 2024-03-22
Started: 2024-03-22