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
| Maintainer | Elena Zuin <elena.zuin.3@phd.unipd.it> |
| Author | Elena 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) |
| License | GPL (>= 3) |
| URL | https://github.com/zuinelena3/BatChef |
| Bug Reports | https://github.com/zuinelena3/BatChef/issues |
| Downloads rank | 36 |
| Source branch | RELEASE_3_23 |
| biocViews | BatchEffect, 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)