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scTreeViz

R/Bioconductor package to interactively explore and visualize single cell RNA-seq datasets with hierarhical annotations

Bioconductor version: 3.23 · Package version: 1.18.0

scTreeViz provides classes to support interactive data aggregation and visualization of single cell RNA-seq datasets with hierarchies for e.g. cell clusters at different resolutions. The `TreeIndex` class provides methods to manage hierarchy and split the tree at a given resolution or across resolutions. The `TreeViz` class extends `SummarizedExperiment` and can performs quick aggregations on the count matrix defined by clusters.

Installation

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

BiocManager::install("scTreeViz")

Details

MaintainerJayaram Kancherla <jayaram.kancherla@gmail.com>
AuthorJayaram Kancherla [aut, cre], Hector Corrada Bravo [aut], Kazi Tasnim Zinat [aut], Stephanie Hicks [aut]
LicenseArtistic-2.0
Downloads rank261
Source branchRELEASE_3_23
biocViewsGUI, Infrastructure, SingleCell, Software, Visualization

Documentation

Download

Dependencies

Depends: R (>= 4.0), methods, epivizr, SummarizedExperiment

Imports: data.table, S4Vectors, digest, Matrix, Rtsne, httr, igraph, clustree, scran, sys, epivizrData, epivizrServer, ggraph, scater, Seurat, SingleCellExperiment, ggplot2, stats, utils

Suggests: knitr, BiocStyle, testthat, SC3, scRNAseq, rmarkdown, msd16s, metagenomeSeq, epivizrStandalone, GenomeInfoDb