infinityFlow
This is the released version of infinityFlow; for the devel version, see infinityFlow.
Augmenting Massively Parallel Cytometry Experiments Using Multivariate Non-Linear Regressions
Bioconductor version: Release (3.23)
Pipeline to analyze and merge data files produced by BioLegend's LEGENDScreen or BD Human Cell Surface Marker Screening Panel (BD Lyoplates).
Author: Etienne Becht [cre, aut]
Maintainer: Etienne Becht <etienne.becht at protonmail.com>
citation("infinityFlow")):
Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M (2015). "Orchestrating high-throughput genomic analysis with Bioconductor." Nature Methods, 12(2), 115–121. doi:10.1038/nmeth.3252.
Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: open software development for computational biology and bioinformatics." Genome Biology, 5(10), R80. doi:10.1186/gb-2004-5-10-r80.
Installation
To install this package, start R (version "4.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("infinityFlow")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("infinityFlow")| Basic usage of the infinityFlow package | HTML | R Script |
| Training non default regression models | HTML | R Script |
| Reference Manual |
Details
| biocViews | CellBasedAssays, FlowCytometry, Proteomics, SingleCell, Software |
| Version | 1.22.0 |
| In Bioconductor since | BioC 3.12 (R-4.0) (6 years) |
| License | GPL-3 |
| Depends | R (>= 4.0.0), flowCore |
| Imports | stats, grDevices, utils, graphics, pbapply, matlab, png, raster, grid, uwot, gtools, Biobase, generics, parallel, methods, xgboost (>= 3.0.0) |
| System Requirements | |
| URL |
See More
| Suggests | knitr, rmarkdown, keras, tensorflow, glmnetUtils, e1071 |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | infinityFlow_1.22.0.tar.gz |
| Windows Binary (x86_64) | infinityFlow_1.22.0.zip (64-bit only) |
| macOS Binary (big-sur-x86_64) | infinityFlow_1.22.0.tgz |
| macOS Binary (sonoma-arm64) | infinityFlow_1.22.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/infinityFlow |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/infinityFlow |
| Bioc Package Browser | https://code.bioconductor.org/browse/infinityFlow/ |
| Package Short Url | https://bioconductor.org/packages/infinityFlow/ |
| Package Downloads Report | Download Stats |