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DESCRIPTION
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DESCRIPTION
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Package: garnett
Type: Package
Title: Automated cell type classification
Version: 0.1.19
Author: c(
person("Hannah", "Pliner", email = "[email protected]", role = c("aut", "cre")),
person("Cole", "Trapnell", email = "[email protected]", role = c("aut")))
Maintainer: Hannah Pliner <[email protected]>
Description: Garnett facilitates automated cell type classification from
single-cell expression (and other genomic) data. Garnett works by taking
single-cell data, along with a cell type definition (marker) file, and
training a regression-based classifier. Once a classifier is trained for a
tissue/sample type, it can be applied to classify future datasets from
similar tissues.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Depends:
R (>= 3.5.0),
monocle
Imports:
AnnotationDbi (>= 1.44.0),
assertthat (>= 0.2.0),
Biobase (>= 2.42.0),
DelayedArray (>= 0.8.0),
DelayedMatrixStats (>= 1.4.0),
doParallel (>= 1.0.14),
forcats (>= 0.3.0),
ggplot2 (>= 3.1.0),
ggrepel (>= 0.8.0),
glmnet (>= 4.0-2),
igraph (>= 1.2.2),
irlba (>= 2.3.2),
Matrix (>= 1.2-15),
methods,
org.Hs.eg.db (>= 3.7.0),
org.Mm.eg.db,
plyr (>= 1.8.4),
RANN (>= 2.6),
reshape2 (>= 1.4.3),
rly (>= 1.6.2),
stringr (>= 1.3.1),
viridis (>= 0.5.1)
Suggests:
testthat,
knitr,
rmarkdown,
vdiffr
RoxygenNote: 6.1.1
VignetteBuilder: knitr