R Packages supported by Azure Machine Learning Studio (classic)

This article lists the packages included by default in Azure Machine Learning Studio (classic). To use one of the preloaded packages in your R code, you simply import the package using standard R syntax.

Note

Applies to: Machine Learning Studio (classic)

This content pertains only to Studio (classic). Similar drag and drop modules have been added to Azure Machine Learning designer (preview). Learn more in this article comparing the two versions.

Important

Packages available in Studio can be updated, or the version refreshed, without warning. To get the latest and most complete list of the R packages that are in the Azure Machine Learning Studio (classic) environment, we recommend that you use this script.

Unsupported packages

A number of packages (not listed here) are included in the Azure Machine Learning environment but cannot be called from R code because of the following issues:

  • The package has a Java dependency.
  • The package binaries are not compatible with the sandboxed Azure environment.
  • The package requires direct Internet access, or network access.

Use R code to return package list as dataset

To get a list of the R packages in the current environment, add the following code to an instance of the Execute R Script:

data.set <- data.frame(installed.packages())
maml.mapOutputPort("data.set")

List of supported packages

Over 650 R packages are preloaded in the Azure Machine Learning environment. This section lists the packages from CRAN and Microsoft R Open that are supported as of the date of this update (10/2018).

Index

ABCDEFGHIJKLMNOPQRSTUVWXYZ

The Compatibility column indicates whether the package is included with CRAN R 3.1 or Microsoft R Open (MRO; currently 3.2.2 and 3.4.4). If not otherwise marked, the package is included with both.

Note

Many new packages are now available from Microsoft R Open. This means that you can easily use the same R code in Azure ML Studio, Microsoft R Server, and in SQL Server Machine Learning Services.

A

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
abc x x x
abc.data x x
abind x x x
acepack x x
actuar x x x
ade4 x x x
AdMit x x x
aod x x
ape x x x
aplpack x x x
approximator x x x
arm x x x
arules x x x
arulesViz x x x
ash x x x
assertthat x x x
AtelieR x x x
AzureML x x

List of supported packages

B

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
BaBooN x x x
BACCO x x x
backports x
BaM x x x
bark x
BAS x x x
base x x x
base64enc x x
BayesDA x x x
bayesGARCH x x x
bayesm x x x
bayesmix x x x
bayesQR x x x
bayesSurv x x x
Bayesthresh x x x
BayesTree x x x
BayesValidate x x x
BayesX x x x
BayHaz x x x
bbemkr x x x
BCBCSF x x x
BCE x x x
bclust x x x
bcp x x x
BenfordTests x x x
bfp x x x
BH x x x
bindr x
bindrcpp x
bisoreg x x x
bit x x x
bit64 x x x
bitops x x x
blob x
BLR x x x
BMA x x x
Bmix x x x
BMS x x x
bnlearn x x x
boa x x x
Bolstad x
boot x x x
bootstrap x x x
bqtl x x x
BradleyTerry2 x x x
brew x x x
brglm x x x
broom x
bspec x x x
bspmma x x x
BVS x x

List of supported packages

C

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
C50 x x x
cairoDevice x x x
calibrator x x x
car x x x
carData x
caret x x x
catnet x x x
caTools x x x
cclust x x
cellranger x
checkmate x
checkpoint x
chron x x x
class x x x
classInt x
cli x
clue x x x
cluster x x x
clusterSim x x x
clv x x
coda x x x
codetools x x x
coin x x x
colorspace x x x
combinat x x x
commonmark x
compiler x x x
CORElearn x x x
corpcor x x x
corrplot x x x
crayon x x
crosstalk x
cslogistic x x x
ctv x x x
cubature x x x
Cubist x
curl x x
CVST x
cvTools x x

List of supported packages

D

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
data.table x x x
datasets x x x
date x x x
DBI x x x
dclone x x x
ddalpha x
deal x x x
Deducer x x x
DeducerExtras x x x
deepnet x x x
Defaults x
deldir x x x
dendextend x x
DEoptimR x x x
Deriv x
desc x
deSolve x x x
devtools x x x
DiagrammeR x x
dichromat x x x
digest x x x
dimRed x
diptest x
distrom x x x
dlm x x x
DMwR x x
doParallel x x
doRSR x x
doSNOW x x x
dotCall64 x
downloader x
dplyr x x x
DPpackage x x x
DRR x
dse x x x
DT x
dtw x x

List of supported packages

E

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
e1071 x x x
earth x x x
EbayesThresh x x x
ebdbNet x x x
effects x x x
ellipse x x x
emulator x x x
ensembleBMA x x x
entropy x x x
estimability x
EvalEst x x x
evaluate x x x
evdbayes x x x
exactLoglinTest x x x
expint x
expm x x x
extremevalues x x x

List of supported packages

F

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
FactoMineR x x x
factorQR x x x
faoutlier x x x
fBasics x x x
fields x x
filehash x x x
fitdistrplus x x x
flashClust x x x
flexmix x
FME x x x
FNN x
forcats x
foreach x x x
forecast x x x
foreign x x x
formatR x x x
Formula x x x
fpc x
fracdiff x x x
fTrading x x x

List of supported packages

G

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
gam x x x
gamlr x x x
gbm x x x
gclus x x x
gdata x x x
gee x x x
gender x x
genetics x x x
geoR x x x
geoRglm x x x
geosphere x x x
GGally x x x
ggdendro x x x
ggformula x
ggmap x x x
ggmcmc x x x
ggplot2 x x x
ggthemes x x x
git2r x x
glmmBUGS x x x
glmnet x x x
glue x
gmodels x x x
gmp x x x
gnm x x x
googlePublicData x x x
googleVis x x x
gower x
GPArotation x x x
gplots x x x
graphics x x x
grDevices x x x
gregmisc x
grid x x x
gridBase x x
gridExtra x x x
growcurves x x x
grpreg x x x
gss x x x
gsubfn x x x
gtable x x x
gtools x x x
gWidgets x x x
gWidgetsRGtk2 x x x
gWidgetstcltk x x

List of supported packages

H

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
haplo.stats x x x
hash x x x
haven x
hbsae x x x
hdrcde x x x
heavy x x x
hexbin x x x
hflights x x x
HH x x x
HI x x x
highr x x x
HistData x x x
Hmisc x x x
hms x
HSAUR x x x
htmlTable x
htmltools x x x
htmlwidgets x x
httpuv x x x
httr x x x

List of supported packages

I

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
IBrokers x x x
ifultools x x
igraph x x x
influenceR x
inline x x x
intervals x x x
inum x
iplots x x
ipred x x x
irlba x x
irr x x x
iterators x x x

List of supported packages

J

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
JavaGD x x x
JGR x x x
jpeg x x x
jsonlite x x x

List of supported packages

K

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
kernlab x x x
KernSmooth x x x
KFKSDS x x x
kinship2 x x x
kknn x x x
klaR x x x
knitr x x x
ks x x x

List of supported packages

L

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
labeling x x x
labelled x
laeken x
Lahman x x x
lars x x x
lattice x x x
latticeExtra x x x
lava x x x
lavaan x x x
lazyeval x x x
leaps x x x
LearnBayes x x x
libcoin x
LiblineaR x x x
limSolve x x x
lme4 x x x
lmm x x x
lmPerm x
lmtest x x x
locfit x x x
locpol x x
LogicReg x x x
longitudinalData x x
lpSolve x x x
lsa x x x
LSAfun x x
lubridate x x x

List of supported packages

M

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
magic x x x
magrittr x x x
manipulateWidget x
mapdata x x x
mapproj x x x
maps x x x
maptools x x x
maptree x x x
markdown x x x
MASS x x x
MasterBayes x x x
Matrix x x x
matrixcalc x x x
MatrixModels x x x
maxent x x x
maxLik x x x
mboost x x x
mclust x
mcmc x x x
MCMCglmm x x x
MCMCpack x x x
mda x x x
memoise x x x
methods x x x
mgcv x x x
mi x x
mice x x x
microbenchmark x x x
mime x x x
miniCRAN x x
miniUI x
minpack.lm x x x
minqa x x x
mirt x x
misc3d x x x
miscF x x x
miscTools x x x
mixtools x x x
mlbench x x x
mlogitBMA x x x
mnormt x x x
MNP x x x
modeest x
ModelMetrics x
modeltools x x x
mombf x x x
monomvn x x x
monreg x x x
mosaic x x x
mosaicCore x
mosaicData x x x
MSBVAR x x x
msm x x x
multcomp x x x
multicool x x x
munsell x x x
mvoutlier x x x
mvtnorm x x x

List of supported packages

N

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
ncvreg x x x
network x
nlme x x x
nloptr x x x
NLP x x x
NMF x x
nnet x x x
nnls x x x
numbers x x x
numDeriv x x x

List of supported packages

O

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
OceanView x
openNLP x x x
openNLPdata x x x
openssl x x
OutlierDC x x x
OutlierDM x x x
outliers x x x

List of supported packages

P

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
pacbpred x x x
parallel x x x
partitions x x x
party x x x
partykit x x
PAWL x x x
pbapply x
pbivnorm x x x
pbkrtest x
pcaPP x x x
pdc x x
PerformanceAnalytics x x x
permute x x x
pillar x
pkgconfig x
pkgmaker x x
pkgXMLBuilder x x
plogr x
plot3D x
plot3Drgl x
plotly x
plotmo x x x
plotrix x x x
pls x x x
plyr x x x
png x x x
polspline x x x
polynom x x x
PottsUtils x x x
prablclus x
praise x x
predmixcor x x x
PresenceAbsence x x x
prettyunits x
pROC x x x
prodlim x x x
profdpm x x x
profileModel x x x
progress x
proto x x x
proxy x x
pryr x x x
pscl x x x
psych x x x
purr x

List of supported packages

Q

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
qap x x
qdap x x
qdapDictionaries x x x
qdapRegex x x x
qdapTools x x x
quadprog x x x
quantmod x x x
quantreg x x x
questionr x
qvcalc x x x

List of supported packages

R

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
R.matlab x x x
R.methodsS3 x x x
R.oo x x x
R.utils x x x
R2HTML x x x
R2jags x x x
R2OpenBUGS x x x
R2WinBUGS x x x
R6 x x x
ramps x x x
RandomFields x x x
RandomFieldsUtils x x
randomForest x x x
RArcInfo x x x
raster x x x
rattle x x x
rbenchmark x x x
rbugs x x x
RColorBrewer x x x
Rcpp x x x
RcppArmadillo x x x
rcppbugs x x x
RcppEigen x x x
RcppExamples x x x
RcppRoll x
RCurl x x x
readr x x
readxl x
recipes x
registry x x
relimp x x x
rematch x
reports x x x
reshape x x x
reshape2 x x x
RevoIOQ x x
revoIpe x x
RevoMods x x
RevoPemaR x x
RevoRpeConnector x x
RevoRsrConnector x x
RevoTreeView x x
RevoUtils x x
RevoUtilsMath x x
rgdal x x x
rgeos x x x
regx x
rgl x x
RgoogleMaps x x x
RGraphics x x x
RGtk2 x x x
RINside x x
RJaCGH x x x
rjags x x
Rjava x x x
rjson x x x
RJSONIO x x x
rlang x
rlecuyer x x
Rmpfr x x
rms x x
RMySQL x x
rngtools x x
robCompositions x x x
robustbase x x x
ROCR x x x
RODBC x x x
Rook x
rootSolve x x x
roxygen x
roxygen2 x x x
rpart x x x
rpart.plot x x x
rprojroot x
rrcov x x x
rscproxy x x x
RSGHB x x x
RSNNS x x x
RSQLite x x x
rstudioapi x x
RTextTools x x x
RUnit x x x
runjags x x x
Runuran x x x
RWekajars x x x
rworldmap x x x
rworldxtra x x x

List of supported packages

S

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
SampleSizeMeans x x x
SampleSizeProportions x x x
sandwich x x x
sbgcop x x x
scales x x x
scapeMCMC x
scatterplot3d x x x
sciplot x x x
segmented x x x
sem x x x
seriation x x x
setRNG x x x
sfsmisc x x
sgeostat x x x
shape x
shapefiles x x x
shiny x x x
SimpleTable x x x
SIS x x x
skmeans x x x
slam x x x
smoothSurv x x x
sna x x x
snow x x x
SnowballC x x x
snowFT x x x
sourcetools x
sp x x x
spacetime x x x
spam x x
SparseM x x x
spatial x x x
spBayes x x x
spData x
spdep x x x
spikeslab x x x
splancs x x x
splines x x x
spls x x x
splus2R x x
spTimer x x x
SQUAREM x
sqldf x x x
sROC x x
stabledist x x x
stabs x x x
statnet.common x
stats x x x
stats4 x x x
stepPlr x x x
stochvol x x x
stringdist x x x
stringi x x x
stringr x x x
strucchange x x x
stsm x x x
stsm.class x x x
SuppDists x x x
survey x
survival x x x
svmpath x x x
svUnit x x x

List of supported packages

T

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
tau x x x
tcltk x x x
tcltk2 x x x
TeachingDemos x x x
tensorA x x x
testthat x x x
textcat x x x
textir x x x
tfplot x x x
tframe x x x
tgp x x x
TH.data x x x
tibble x
tidyr x x x
tidyselect x
timeDate x x x
timeSeries x x x
tm x x x
tools x x x
topicmodels x x x
tree x x x
trimcluster x
TSclust x x
tseries x x x
tsfa x x x
tsoutliers x x x
TSP x x x
TTR x x x
twitteR x x x

List of supported packages

U

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
UsingR x x x
utf8 x
utils x x x
uuid x x

List of supported packages

V

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
varSelectIP x
vcd x x x
vegan x x x
venneuler x x x
VGAM x x x
VIF x x x
VIM x x
viridis x
viridisLite x
visNetwork x x

List of supported packages

W

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
wavethresh x
whisker x x x
withr x x
wmtsa x x
wordcloud x x x

List of supported packages

X

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
xgboost x x
XLConnect x x x
XLConnectJars x x x
xlsx x x x
xlsxjars x x x
XML x x x
xml2 x
xtable x x x
xts x x x

List of supported packages

Y

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
yaml x x x

List of supported packages

Z

Package name CRAN R 3.1 MRO 3.2.2 MRO 3.4.4
zic x x x
zipfR x x x
zoo x x x

List of supported packages

See also

R Language Modules