scTensor (original) (raw)
This is the released version of scTensor; for the devel version, seescTensor.
Detection of cell-cell interaction from single-cell RNA-seq dataset by tensor decomposition
Bioconductor version: Release (3.20)
The algorithm is based on the non-negative tucker decomposition (NTD2) of nnTensor.
Author: Koki Tsuyuzaki [aut, cre], Kozo Nishida [aut]
Maintainer: Koki Tsuyuzaki <k.t.the-answer at hotmail.co.jp>
Citation (from within R, enter citation("scTensor")
):
Installation
To install this package, start R (version "4.4") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("scTensor")
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("scTensor")
scTensor | HTML | R Script |
---|---|---|
scTensor: 1. Data format and ID conversion | HTML | R Script |
scTensor: 2. Interpretation of HTML report | HTML | R Script |
scTensor: 3. Simulation of CCI | HTML | R Script |
scTensor: 4. Reanalysis of the results of scTensor | HTML | R Script |
Reference Manual | ||
NEWS | Text |
Details
biocViews | DimensionReduction, GeneExpression, SingleCell, Software |
---|---|
Version | 2.16.0 |
In Bioconductor since | BioC 3.9 (R-3.6) (5.5 years) |
License | Artistic-2.0 |
Depends | R (>= 4.1.0) |
Imports | methods, RSQLite, igraph, S4Vectors, plotly, reactome.db, AnnotationDbi, SummarizedExperiment, SingleCellExperiment, nnTensor (>= 1.1.5), ccTensor (>= 1.0.2), rTensor (>= 1.4.8), abind, plotrix, heatmaply, tagcloud, rmarkdown, BiocStyle, knitr, AnnotationHub, MeSHDbi(>= 1.29.2), grDevices, graphics, stats, utils, outliers, Category, meshr(>= 1.99.1), GOstats, ReactomePA, DOSE, crayon, checkmate, BiocManager, visNetwork, schex, ggplot2 |
System Requirements | |
URL |
See More
Suggests | testthat, LRBaseDbi, Seurat, scTGIF, Homo.sapiens, AnnotationHub |
---|---|
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 | scTensor_2.16.0.tar.gz |
---|---|
Windows Binary (x86_64) | scTensor_2.16.0.zip |
macOS Binary (x86_64) | scTensor_2.16.0.tgz |
macOS Binary (arm64) | scTensor_2.16.0.tgz |
Source Repository | git clone https://git.bioconductor.org/packages/scTensor |
Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/scTensor |
Bioc Package Browser | https://code.bioconductor.org/browse/scTensor/ |
Package Short Url | https://bioconductor.org/packages/scTensor/ |
Package Downloads Report | Download Stats |