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Sconify

A toolkit for performing KNN-based statistics for flow and mass cytometry data

Bioconductor version: 3.23 · Package version: 1.32.0

This package does k-nearest neighbor based statistics and visualizations with flow and mass cytometery data. This gives tSNE maps"fold change" functionality and provides a data quality metric by assessing manifold overlap between fcs files expected to be the same. Other applications using this package include imputation, marker redundancy, and testing the relative information loss of lower dimension embeddings compared to the original manifold.

Installation

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

BiocManager::install("Sconify")

Details

MaintainerTyler J Burns <burns.tyler@gmail.com>
AuthorTyler J Burns
LicenseArtistic-2.0
Downloads rank412
Source branchRELEASE_3_23
biocViewsFlowCytometry, ImmunoOncology, MultipleComparison, SingleCell, Software, Visualization

Documentation

Download

Follow the installation instructions to use this package in your R session.

Source packageSconify_1.32.0.tar.gz
Windows binary (x86_64)Sconify_1.32.0.zip
macOS binary (arm64)Sconify_1.32.0.tgz
macOS binary (x86_64)Sconify_1.32.0.tgz
Dependencies

Depends: R (>= 3.5)

Imports: tibble, dplyr, FNN, flowCore, Rtsne, ggplot2, magrittr, utils, stats, readr

Suggests: knitr, rmarkdown, testthat