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DESCRIPTION
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DESCRIPTION
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Package: monocle3
Title: Clustering, Differential Expression, and Trajectory Analysis for
Single-Cell RNA-Seq
Version: 1.3.7
Authors@R: c(
person(given = "Hannah",
family = "Pliner",
role = c("aut"),
email = "hpliner@uw.edu"),
person(given = "Xiaojie",
family = "Qiu",
role = c("aut"),
email = "xqiu@uw.edu"),
person(given = "Cole",
family = "Trapnell",
role = c("aut"),
email = "coletrap@uw.edu"),
person(given = "Brent",
family = "Ewing",
role = c("cre"),
email = "bge@uw.edu"))
Description: Monocle 3 performs clustering, differential expression and
trajectory analysis for single-cell expression experiments. It orders
individual cells according to progress through a biological process,
without knowing ahead of time which genes define progress through that
process. Monocle 3 also performs differential expression analysis,
clustering, visualization, and other useful tasks on single-cell expression
data. It is designed to work with RNA-Seq data, but could be used with
other types as well.
biocViews:
Software,
SingleCell,
RNASeq,
ATACSeq,
Normalization,
Preprocessing,
DimensionReduction,
Visualization,
QualityControl,
Clustering,
Classification,
Annotation,
GeneExpression,
DifferentialExpression
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: false
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
LinkingTo:
Rcpp
Depends:
R (>= 4.0.0),
Biobase,
SingleCellExperiment
Imports:
assertthat (>= 0.2.1),
batchelor,
BiocGenerics (>= 0.28.0),
BiocParallel,
DelayedArray (>= 0.8.0),
DelayedMatrixStats (>= 1.4.0),
digest (>= 0.6.28),
dplyr (>= 0.8.0.1),
future (>= 1.23.0),
ggplot2 (>= 3.1.1),
ggrastr,
ggrepel (>= 0.8.1),
grr,
HDF5Array,
igraph (>= 1.5.0),
irlba (>= 2.3.3),
leidenbase (>= 0.1.25),
limma (>= 3.38.3),
lme4 (>= 1.1-27),
lmtest (>= 0.9-36),
MASS (>= 7.3-51.4),
Matrix (>= 1.2-17),
methods,
openssl,
pbapply (>= 1.4-0),
pbmcapply (>= 1.4.1),
pheatmap,
plotly (>= 4.9.0),
plyr (>= 1.8.4),
proxy (>= 0.4-23),
pscl (>= 1.5.2),
purrr (>= 0.3.2),
RANN (>= 2.6.1),
RColorBrewer,
Rcpp (>= 1.0.1),
reshape2 (>= 1.4.3),
rsample (>= 0.0.5),
RhpcBLASctl,
RcppAnnoy,
RcppHNSW (>= 0.3.0),
Rtsne (>= 0.15),
S4Vectors,
sf,
shiny,
slam (>= 0.1-45),
spdep (>= 1.1-2),
speedglm (>= 0.3-2),
stats,
stringr (>= 1.4.0),
SummarizedExperiment (>= 1.11.5),
utils,
uwot (>= 0.1.8),
tibble (>= 2.1.1),
tidyr (>= 0.8.3),
viridis (>= 0.5.1)
Suggests:
testthat (>= 2.1.0),
pryr (>= 0.1.4),
knitr,
rmarkdown,
spelling,
scran
VignetteBuilder: knitr
Language: en-US
NeedsCompilation: yes
Packaged: 2022-05-10 17:21:53 UTC; brent
Maintainer: Brent Ewing <bge@uw.edu>