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DESCRIPTION
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DESCRIPTION
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Package: Banksy
Title: Spatial transcriptomic clustering
Version: 0.99.13
Authors@R: c(
person(given = "Vipul",
family = "Singhal",
role = c("aut")),
person(given = "Joseph",
family = "Lee",
role = c("aut", "cre"),
email = "[email protected]",
comment = c(ORCID="0000-0002-4983-4714"))
)
Description: Banksy is an R package that incorporates spatial information to
cluster cells in a feature space (e.g. gene expression). To incorporate
spatial information, BANKSY computes the mean neighborhood expression and
azimuthal Gabor filters that capture gene expression gradients. These
features are combined with the cell's own expression to embed cells in a
neighbor-augmented product space which can then be clustered, allowing for
accurate and spatially-aware cell typing and tissue domain segmentation.
Depends:
R (>= 4.3.0)
Imports:
aricode,
data.table,
dbscan,
SpatialExperiment,
SingleCellExperiment,
SummarizedExperiment,
S4Vectors,
stats,
matrixStats,
mclust,
igraph,
irlba,
leidenAlg (>= 1.1.0),
utils,
uwot,
RcppHungarian
License: file LICENSE
Encoding: UTF-8
URL: https://github.com/prabhakarlab/Banksy
BugReports: https://github.com/prabhakarlab/Banksy/issues
RoxygenNote: 7.3.1
Suggests:
knitr,
rmarkdown,
pals,
scuttle,
scater,
scran,
cowplot,
ggplot2,
testthat (>= 3.0.0),
harmony,
Seurat,
ExperimentHub,
spatialLIBD,
BiocStyle
VignetteBuilder: knitr
Config/testthat/edition: 3
biocViews:
Clustering,
Spatial,
SingleCell,
GeneExpression,
DimensionReduction