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DESCRIPTION
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Package: entrain
Title: Predicting Environmental Regulators of Differentiation Trajectories
Version: 0.0.0.9000
Authors@R:
person("Wunna", "Kyaw", , "[email protected]", role = c("aut", "cre"),
comment = c(ORCID = "0000-0003-1509-8656"))
Description: Entrain is an R package for analysis of single-cell RNA sequencing data. The purpose of Entrain is to predict how the cellular environment shapes cellular differentiation, and quantify the relative contribution of cell-cell communication versus cell-intrinsic mechanisms towards cell fate specification. If you have a dataset of cells that lie along a differentiation trajectory, and/or exhibit robust RNA velocity dynamics, then Entrain will help you generate hypotheses for identifying the environmental signals that are driving your observed dynamics.
License: GPL (>= 3)
URL:
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.1
VignetteBuilder: knitr, rmarkdown
Imports:
assertthat,
dplyr,
ggnewscale,
ggplot2,
igraph,
Matrix,
randomForest,
Seurat,
shades,
shiny,
DT,
ggrepel,
purrr,
reshape2,
scales,
tibble,
RColorBrewer,
tidyr,
methods,
grDevices,
stats,
utils
Suggests:
circlize,
imputeTS,
knitr,
monocle3,
SeuratWrappers,
SingleCellExperiment,
R.utils,
reticulate,
rmarkdown