To install this package, start R and enter:
## try http if https is not available source("https://bioconductor.org/biocLite.R") biocLite("pRoloc")
In most cases, you don't need to download the package archive at all.
Bioconductor version: Release (3.1)
This package implements pattern recognition techniques on quantitiative mass spectrometry data to infer protein sub-cellular localisation.
Author: Laurent Gatto and Lisa M. Breckels with contributions from Thomas Burger and Samuel Wieczorek
Maintainer: Laurent Gatto <lg390 at cam.ac.uk>
Citation (from within R,
enter citation("pRoloc")
):
To install this package, start R and enter:
## try http if https is not available source("https://bioconductor.org/biocLite.R") biocLite("pRoloc")
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("pRoloc")
R Script | A transfer learning algorithm for spatial proteomics | |
R Script | HUPO 2011 poster: pRoloc -- A unifying bioinformatics framework for organelle proteomics | |
R Script | HUPO 2014 poster: A state-of-the-art machine learning pipeline for the analysis of spatial proteomics data | |
R Script | Machine learning techniques available in pRoloc | |
R Script | pRoloc tutorial | |
Reference Manual | ||
Text | README | |
Text | NEWS | |
Video | pRoloc, pRolocdata and pRolocGUI |
biocViews | Classification, Clustering, MassSpectrometry, Proteomics, QualityControl, Software |
Version | 1.8.0 |
In Bioconductor since | BioC 2.12 (R-3.0) (2.5 years) |
License | GPL-2 |
Depends | R (>= 2.15), MSnbase(>= 1.13.3), MLInterfaces(>= 1.37.1), methods, Rcpp (>= 0.10.3), BiocParallel |
Imports | Biobase, mclust (>= 4.3), caret, e1071, sampling, class, kernlab, lattice, nnet, randomForest, proxy, FNN, BiocGenerics, stats, RColorBrewer, scales, MASS, knitr, mvtnorm, gtools, plyr, ggplot2, biomaRt |
LinkingTo | Rcpp, RcppArmadillo |
Suggests | testthat, pRolocdata(>= 1.5.8), roxygen2, synapter, xtable, tsne, BiocStyle, hpar, dplyr |
SystemRequirements | |
Enhances | |
URL | |
BugReports | https://github.com/lgatto/pRoloc/issues |
Depends On Me | pRolocGUI |
Imports Me | |
Suggests Me | MSnbase, pRolocdata, RforProteomics |
Build Report |
Follow Installation instructions to use this package in your R session.
Package Source | pRoloc_1.8.0.tar.gz |
Windows Binary | pRoloc_1.8.0.zip (32- & 64-bit) |
Mac OS X 10.6 (Snow Leopard) | pRoloc_1.8.0.tgz |
Mac OS X 10.9 (Mavericks) | pRoloc_1.8.0.tgz |
Subversion source | (username/password: readonly) |
Git source | https://github.com/Bioconductor-mirror/pRoloc/tree/release-3.1 |
Package Short Url | http://bioconductor.org/packages/pRoloc/ |
Package Downloads Report | Download Stats |
Documentation »
Bioconductor
R / CRAN packages and documentation
Support »
Please read the posting guide. Post questions about Bioconductor to one of the following locations: