Package: CHETAH 1.23.0
CHETAH: Fast and accurate scRNA-seq cell type identification
CHETAH (CHaracterization of cEll Types Aided by Hierarchical classification) is an accurate, selective and fast scRNA-seq classifier. Classification is guided by a reference dataset, preferentially also a scRNA-seq dataset. By hierarchical clustering of the reference data, CHETAH creates a classification tree that enables a step-wise, top-to-bottom classification. Using a novel stopping rule, CHETAH classifies the input cells to the cell types of the references and to "intermediate types": more general classifications that ended in an intermediate node of the tree.
Authors:
CHETAH_1.23.0.tar.gz
CHETAH_1.23.0.zip(r-4.5)CHETAH_1.23.0.zip(r-4.4)CHETAH_1.23.0.zip(r-4.3)
CHETAH_1.23.0.tgz(r-4.4-any)CHETAH_1.23.0.tgz(r-4.3-any)
CHETAH_1.23.0.tar.gz(r-4.5-noble)CHETAH_1.23.0.tar.gz(r-4.4-noble)
CHETAH_1.23.0.tgz(r-4.4-emscripten)CHETAH_1.23.0.tgz(r-4.3-emscripten)
CHETAH.pdf |CHETAH.html✨
CHETAH/json (API)
NEWS
# Install 'CHETAH' in R: |
install.packages('CHETAH', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jdekanter/chetah/issues
- headneck_ref - A SingleCellExperiment with celltypes in the "celltypes" colData. A subset of the Head-Neck data from Puram et al. (2017) Cancer Cell.
- input_mel - A SingleCellExperiment on which CHEATHclassifier is run using the 'headneck_ref' It holds subset of the Melanoma data, from Tirosh et al. (2016), Science.
On BioConductor:CHETAH-1.21.0(bioc 3.20)CHETAH-1.20.0(bioc 3.19)
classificationrnaseqsinglecellclusteringgeneexpressionimmunooncology
Last updated 23 days agofrom:2fa43fea60. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 30 2024 |
R-4.5-win | OK | Oct 30 2024 |
R-4.5-linux | OK | Oct 30 2024 |
R-4.4-win | OK | Oct 30 2024 |
R-4.4-mac | OK | Oct 30 2024 |
R-4.3-win | OK | Oct 30 2024 |
R-4.3-mac | OK | Oct 30 2024 |
Exports:CHETAHclassifierCHETAHshinyClassifyClassifyReferenceCorrelateReferencePlotCHETAHPlotTreePlotTSNERenameBelowNode
Dependencies:abindaskpassbase64encBiobaseBiocGenericsbioDistbslibcachemclicolorspacecommonmarkcorrplotcowplotcpp11crayoncrosstalkcurldata.tableDelayedArraydendextenddigestdplyrevaluatefansifarverfastmapfontawesomefsgenericsGenomeInfoDbGenomeInfoDbDataGenomicRangesggplot2gluegridExtragtablehighrhtmltoolshtmlwidgetshttpuvhttrIRangesisobandjquerylibjsonliteKernSmoothknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixMatrixGenericsmatrixStatsmemoisemgcvmimemunsellnlmeopensslpheatmappillarpkgconfigplotlyplyrpromisespurrrR6rappdirsRColorBrewerRcppreshape2rlangrmarkdownS4ArraysS4VectorssassscalesshinySingleCellExperimentsourcetoolsSparseArraystringistringrSummarizedExperimentsystibbletidyrtidyselecttinytexUCSC.utilsutf8vctrsviridisviridisLitewithrxfunxtableXVectoryamlzlibbioc