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DESCRIPTION
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DESCRIPTION
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Package: ClustAssess
Type: Package
Title: Tools for Assessing Clustering
Version: 0.3.1
Authors@R: c(person("Arash", "Shahsavari", email="[email protected]",
role = c("aut", "cre")), person("Andi", "Munteanu",
email="[email protected]", role="aut"), person("Irina", "Mohorianu",
email="[email protected]", role="aut"))
Maintainer: Arash Shahsavari <[email protected]>
Description: A set of tools for evaluating clustering robustness using
proportion of ambiguously clustered pairs (Senbabaoglu et al. (2014)
<doi:10.1038/srep06207>), as well as similarity across methods
and method stability using element-centric clustering comparison (Gates et
al. (2019) <doi:10.1038/s41598-019-44892-y>). Additionally, this package
enables stability-based parameter assessment for graph-based clustering
pipelines typical in single-cell data analysis.
License: MIT + file LICENSE
Encoding: UTF-8
Imports:
ggplot2,
dplyr,
fastcluster,
rlang,
Matrix,
igraph,
magrittr,
Rcpp,
methods,
stats,
foreach,
doParallel,
irlba,
progress,
reshape2,
stringr,
gtable,
uwot
RoxygenNote: 7.2.0
LinkingTo:
Rcpp
Suggests:
knitr,
rmarkdown,
e1071,
dbscan,
dendextend,
Seurat,
readr,
patchwork
URL: https://github.com/Core-Bioinformatics/ClustAssess
BugReports: https://github.com/Core-Bioinformatics/ClustAssess/issues
VignetteBuilder: knitr