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DESCRIPTION
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DESCRIPTION
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Package: CHETAH
Title: Fast and accurate scRNA-seq cell type identification
Type: Package
Version: 1.1.5
Date: 10-03-2019
Authors@R: c(person("Jurrian", "de Kanter", email = "[email protected]", role = c("aut", "cre")),
person("Philip", "Lijnzaad", email = "[email protected]", role = c("aut")))
Description: 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.
Imports:
gplots,
shiny,
plotly,
pheatmap,
bioDist,
dendextend,
cowplot,
corrplot,
grDevices,
stats,
graphics,
reshape2,
S4Vectors,
SummarizedExperiment
Depends:
R (>= 3.6),
ggplot2,
SingleCellExperiment
License: file LICENSE
Encoding: UTF-8
biocViews:
Classification,
RNASeq,
SingleCell,
Clustering
RoxygenNote: 6.1.1
Suggests:
knitr,
rmarkdown,
Matrix,
testthat,
vdiffr
VignetteBuilder: knitr
LazyData: true
BugReports: https://github.com/jdekanter/CHETAH
URL: https://github.com/jdekanter/CHETAH