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BatChef

Single-cell RNA-seq batch effects correction methods interface

Bioconductor version: 3.23 · Package version: 1.0.2

This package implements a variety of methods for batch correction in single-cell RNA sequencing (scRNA-seq) data. It incorporates quantitative metrics (e.g. Wasserstein distance, Adjusted Rand Index) to evaluate their performance. Furthermore, the package assists users in identifying and applying the optimal method for specific datasets.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("BatChef")

Details

MaintainerElena Zuin <elena.zuin.3@phd.unipd.it>
AuthorElena Zuin [aut, cre] (ORCID: <https://orcid.org/0009-0006-3060-4835>, affiliation: Department of Biology, University of Padova), Chiara Romualdi [ctb] (affiliation: Department of Biology, University of Padova), Davide Risso [ctb] (affiliation: Department of Statistical Sciences, University of Padova), Gabriele Sales [ctb] (affiliation: Department of Biology, University of Padova)
LicenseGPL (>= 3)
URLhttps://github.com/zuinelena3/BatChef
Bug Reportshttps://github.com/zuinelena3/BatChef/issues
Downloads rank36
Source branchRELEASE_3_23
biocViewsBatchEffect, Sequencing, SingleCell, Software

Documentation

Download

Dependencies

Depends: R (>= 4.5.0)

Imports: anndata, aricode, batchelor, bluster, cluster, e1071, fitdistrplus, ggplot2, harmony, leidenAlg, limma, Matrix, mclust, methods, parallel, purrr, RANN, Rcpp, reticulate, rliger, S4Vectors, scCustomize, scMerge, scrapper, Seurat, SeuratObject, sf, SingleCellExperiment, SparseArray, splatter, stats, SummarizedExperiment, sva, transport, zellkonverter

LinkingTo: Rcpp, RcppArmadillo

Suggests: BiocStyle, knitr, R.devices, rmarkdown, scater, testthat (>= 3.0.0)