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DESCRIPTION
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DESCRIPTION
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Package: pRoloc
Type: Package
Title: A unifying bioinformatics framework for spatial proteomics
Version: 1.45.2
Authors@R: c(person(given = "Laurent", family = "Gatto",
email = "[email protected]",
role = c("aut","cre")),
person(given = "Lisa", family ="Breckels",
email = "[email protected]",
role = "aut"),
person(given = "Thomas", family ="Burger",
email = "[email protected]",
role = "ctb"),
person(given = "Samuel", family ="Wieczorek",
email = "[email protected]",
role = "ctb"),
person(given = "Charlotte", family ="Hutchings",
email = "[email protected]",
role = "ctb"),
person(given = "Oliver", family ="Crook",
email = "[email protected]",
role = "aut"))
Author: Laurent Gatto, Oliver Crook and Lisa M. Breckels with
contributions from Thomas Burger and Samuel Wieczorek
Maintainer: Laurent Gatto <[email protected]>
Description: The pRoloc package implements machine learning and
visualisation methods for the analysis and interogation
of quantitiative mass spectrometry data to reliably infer
protein sub-cellular localisation.
Depends:
R (>= 3.5),
MSnbase (>= 1.19.20),
MLInterfaces (>= 1.67.10),
methods,
Rcpp (>= 0.10.3),
BiocParallel
Imports:
stats4,
Biobase,
mclust (>= 4.3),
caret,
e1071,
sampling,
class,
kernlab,
lattice,
nnet,
randomForest,
proxy,
FNN,
hexbin,
BiocGenerics,
stats,
dendextend,
RColorBrewer,
scales,
MASS,
knitr,
mvtnorm,
LaplacesDemon,
coda,
mixtools,
gtools,
plyr,
ggplot2,
biomaRt,
utils,
grDevices,
graphics
Suggests:
testthat,
rmarkdown,
pRolocdata (>= 1.43.2),
roxygen2,
xtable,
rgl,
BiocStyle (>= 2.5.19),
hpar (>= 1.41.0),
dplyr,
akima,
fields,
vegan,
GO.db,
AnnotationDbi,
Rtsne (>= 0.13),
nipals,
reshape,
magick
LinkingTo: Rcpp, RcppArmadillo
License: GPL-2
VignetteBuilder: knitr
Video: https://www.youtube.com/playlist?list=PLvIXxpatSLA2loV5Srs2VBpJIYUlVJ4ow
URL: https://github.com/lgatto/pRoloc
BugReports: https://github.com/lgatto/pRoloc/issues
biocViews: ImmunoOncology, Proteomics, MassSpectrometry, Classification, Clustering,
QualityControl
Collate:
AllGenerics.R
machinelearning-framework.R
machinelearning-framework-theta.R
machinelearning-framework-map.R
machinelearning-framework-mcmc.R
machinelearning-utils.R
machinelearning-functions-knn.R
machinelearning-functions-ksvm.R
machinelearning-functions-nb.R
machinelearning-functions-nnet.R
machinelearning-functions-PerTurbo.R
machinelearning-functions-plsda.R
machinelearning-functions-rf.R
machinelearning-functions-svm.R
machinelearning-functions-knntl.R
machinelearning-functions-tagm-map.R
machinelearning-functions-tagm-mcmc.R
machinelearning-functions-tagm-mcmc-helper.R
RcppExports.R
belief.R
distances.R
markers.R
pRolocmarkers.R
chi2.R
MLInterfaces.R
clustering-framework.R
MSnSet.R
clustering-kmeans.R
perTurbo-algorithm.R
phenodisco.R
plotting.R
plotting2.R
plotting3.R
plottingBayes.R
plotting-ellipse.R
hclust.R
environment.R
utils.R
annotation.R
goenv.R
go.R
makeGoSet.R
vis.R
MartInterface.R
dynamics.R
zzz.R
goannotations.R
clusterdist-functions.R
clusterdist-framework.R
qsep.R
RoxygenNote: 7.3.2
Encoding: UTF-8