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DESCRIPTION
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Package: BayesSpace
Version: 1.5.1
Date: 2021-11-03
Title: Clustering and Resolution Enhancement of Spatial Transcriptomes
Authors@R: c(
person("Edward", "Zhao", role=c("aut"), email="[email protected]"),
person("Matt", "Stone", role=c("aut", "cre"), email="[email protected]"),
person("Xing", "Ren", role=c("ctb"), email="[email protected]"),
person("Raphael", "Gottardo", role=c("ctb"), email="[email protected]"))
Description: Tools for clustering and enhancing the resolution of spatial gene
expression experiments. BayesSpace clusters a low-dimensional representation
of the gene expression matrix, incorporating a spatial prior to encourage
neighboring spots to cluster together. The method can enhance the resolution
of the low-dimensional representation into "sub-spots", for which features
such as gene expression or cell type composition can be imputed.
Depends:
R (>= 4.0.0),
SingleCellExperiment
Imports:
Rcpp (>= 1.0.4.6),
stats,
purrr,
scater,
scran,
SummarizedExperiment,
coda,
rhdf5,
S4Vectors,
Matrix,
assertthat,
mclust,
RCurl,
DirichletReg,
xgboost,
utils,
ggplot2,
scales,
BiocFileCache,
BiocSingular
License: MIT + file LICENSE
RoxygenNote: 7.1.1
LinkingTo:
Rcpp,
RcppArmadillo,
RcppDist,
RcppProgress
NeedsCompilation: yes
SystemRequirements: C++11
Encoding: UTF-8
Suggests:
testthat,
knitr,
rmarkdown,
igraph,
spatialLIBD,
dplyr,
viridis,
patchwork,
RColorBrewer,
Seurat
VignetteBuilder: knitr
biocViews:
Software,
Clustering,
Transcriptomics,
GeneExpression,
SingleCell,
ImmunoOncology,
DataImport
BugReports: https://github.com/edward130603/BayesSpace/issues
URL: edward130603.github.io/BayesSpace