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DESCRIPTION
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DESCRIPTION
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Package: netSmooth
Type: Package
Title: Network smoothing for scRNAseq
Version: 1.7.0
Authors@R: c(person("Jonathan", "Ronen", role = c("aut", "cre"),
email = "[email protected]"),
person("Altuna", "Akalin", role = c("aut")))
Description: netSmooth is an R package for network smoothing of single cell RNA
sequencing data. Using bio networks such as protein-protein interactions as
priors for gene co-expression, netsmooth improves cell type identification
from noisy, sparse scRNAseq data.
biocViews: Network, GraphAndNetwork, SingleCell, RNASeq, GeneExpression,
Sequencing, Transcriptomics, Normalization, Preprocessing, Clustering,
DimensionReduction
URL: https://github.com/BIMSBbioinfo/netSmooth
BugReports: https://github.com/BIMSBbioinfo/netSmooth/issues
License: GPL-3
Encoding: UTF-8
LazyData: true
Depends:
R (>= 3.5),
scater (>= 1.15.11),
clusterExperiment (>= 2.1.6)
Imports:
entropy,
SummarizedExperiment,
SingleCellExperiment,
Matrix,
cluster,
data.table,
stats,
methods,
DelayedArray,
HDF5Array
Suggests: knitr,
testthat,
Rtsne,
biomaRt,
igraph,
STRINGdb,
NMI,
pheatmap,
ggplot2,
BiocStyle,
rmarkdown,
BiocParallel,
uwot
VignetteBuilder: knitr
RoxygenNote: 7.0.2