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DESCRIPTION
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DESCRIPTION
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Package: celda
Title: CEllular Latent Dirichlet Allocation
Version: 1.18.2
Authors@R: c(person("Joshua", "Campbell", email = "camp@bu.edu",
role = c("aut", "cre")),
person("Shiyi", "Yang", email="syyang@bu.edu", role = c("aut")),
person("Zhe", "Wang", email="zhe@bu.edu", role = c("aut")),
person("Sean", "Corbett", email = "scorbett@bu.edu", role = c("aut")),
person("Yusuke", "Koga", email="ykoga07@bu.edu", role = c("aut")))
Description: Celda is a suite of Bayesian hierarchical models for
clustering single-cell RNA-sequencing (scRNA-seq) data. It is able to
perform "bi-clustering" and simultaneously cluster genes into gene modules
and cells into cell subpopulations. It also contains DecontX, a novel
Bayesian method to computationally estimate and remove RNA contamination in
individual cells without empty droplet information. A variety of scRNA-seq
data visualization functions is also included.
Depends: R (>= 4.0), SingleCellExperiment, Matrix
VignetteBuilder: knitr
Imports: plyr, foreach, ggplot2, RColorBrewer, grid, scales, gtable,
grDevices, graphics, matrixStats, doParallel, digest, methods,
reshape2, S4Vectors, data.table,
Rcpp, RcppEigen, uwot, enrichR, SummarizedExperiment,
MCMCprecision, ggrepel, Rtsne, withr,
scater (>= 1.14.4), scran, dbscan,
DelayedArray, stringr, ComplexHeatmap, gridExtra,
circlize
Suggests: testthat, knitr, roxygen2, rmarkdown, biomaRt, covr,
BiocManager, BiocStyle, TENxPBMCData, singleCellTK, M3DExampleData
LinkingTo: Rcpp, RcppEigen
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.1
BugReports: https://github.com/campbio/celda/issues
biocViews: SingleCell, GeneExpression, Clustering, Sequencing, Bayesian, ImmunoOncology, DataImport
NeedsCompilation: yes