This is the released version of CellBench; for the devel version, see CellBench.
Construct Benchmarks for Single Cell Analysis MethodsBioconductor version: Release (3.21)
This package contains infrastructure for benchmarking analysis methods and access to single cell mixture benchmarking data. It provides a framework for organising analysis methods and testing combinations of methods in a pipeline without explicitly laying out each combination. It also provides utilities for sampling and filtering SingleCellExperiment objects, constructing lists of functions with varying parameters, and multithreaded evaluation of analysis methods.
Author: Shian Su [cre, aut], Saskia Freytag [aut], Luyi Tian [aut], Xueyi Dong [aut], Matthew Ritchie [aut], Peter Hickey [ctb], Stuart Lee [ctb]
Maintainer: Shian Su <su.s at wehi.edu.au>
Citation (from within R, entercitation("CellBench")
): Installation
To install this package, start R (version "4.5") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("CellBench")
For older versions of R, please refer to the appropriate Bioconductor release.
DocumentationTo view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("CellBench")
Details biocViews Infrastructure, SingleCell, Software Version 1.24.0 In Bioconductor since BioC 3.9 (R-3.6) (6 years) License GPL-3 Depends R (>= 3.6), SingleCellExperiment, magrittr, methods, stats, tibble, utils Imports assertthat, BiocGenerics, BiocFileCache, BiocParallel, dplyr, rlang, glue, memoise, purrr (>= 0.3.0), rappdirs, tidyr, tidyselect, lubridate System Requirements URL https://github.com/shians/cellbench Bug Reports https://github.com/Shians/CellBench/issues See More Package Archives
Follow Installation instructions to use this package in your R session.
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