Ibex
This is the development version of Ibex; to use it, please install the devel version of Bioconductor.
Methods for BCR single-cell embedding
Bioconductor version: Development (3.22)
Implementation of the Ibex algorithm for single-cell embedding based on BCR sequences. The package includes a standalone function to encode BCR sequence information by amino acid properties or sequence order using tensorflow-based autoencoder. In addition, the package interacts with SingleCellExperiment or Seurat data objects.
Author: Nick Borcherding [aut, cre]
Maintainer: Nick Borcherding <ncborch at gmail.com>
citation("Ibex")):
Installation
To install this package, start R (version "4.5") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("Ibex")
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("Ibex")| Charging through Ibex | HTML | R Script |
| Reference Manual | ||
| NEWS | Text | |
| LICENSE | Text |
Details
| biocViews | Annotation, Classification, ExperimentHubSoftware, ImmunoOncology, Sequencing, SingleCell, Software |
| Version | 0.99.32 |
| In Bioconductor since | BioC 3.22 (R-4.5) |
| License | MIT + file LICENSE |
| Depends | R (>= 4.5.0) |
| Imports | basilisk, immApex(>= 1.3.2), methods, Matrix, reticulate (>= 1.43.0), rlang, SeuratObject, scRepertoire, SingleCellExperiment, stats, SummarizedExperiment, tensorflow, tools |
| System Requirements | Python (via basilisk) |
| URL | https://github.com/BorchLab/Ibex/ |
| Bug Reports | https://github.com/BorchLab/Ibex/issues |
See More
| Suggests | basilisk.utils, BiocStyle, bluster, dplyr, ggplot2, kableExtra, knitr, markdown, mumosa, patchwork, Peptides, rmarkdown, scater, spelling, testthat (>= 3.0.0), utils, viridis |
| 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 | Ibex_0.99.32.tar.gz |
| Windows Binary (x86_64) | |
| macOS Binary (x86_64) | |
| macOS Binary (arm64) | Ibex_0.99.33.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/Ibex |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/Ibex |
| Bioc Package Browser | https://code.bioconductor.org/browse/Ibex/ |
| Package Short Url | https://bioconductor.org/packages/Ibex/ |
| Package Downloads Report | Download Stats |