Releases: Kaggle/docker-rstats
v35 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v35
== Comparing Rscript /tools/r_list_versions.R | sort ==
> abc.data==1.0
> adabag==4.2
> AID==2.5
AMORE==0.2-16 <
AppliedPredictiveModeling==1.1-7 <
> asaur==0.50
autoplotly==0.1.2 <
backShift==0.1.4.2 <
> base64url==1.4
> bayesm==3.1-4
bayfoxr==0.0.1 <
bib2df==1.1.1 <
> BioStatR==3.0.0
birankr==1.0.1 <
biwavelet==0.20.19 <
> brnn==0.8
callr==3.5.1 | callr==3.6.0
care==1.1.10 <
> caretEnsemble==2.0.1
> CAST==0.4.0
> catboost==0.23.2
cccd==1.5 | CCP==1.1
cld2==1.2 <
> ClusterR==1.2.1
clustree==0.4.2 <
colorRamps==2.3 <
> compare==0.2-6
> compareDF==2.0.2
> compareGroups==4.4.1
> compositions==1.40-5
coRanking==0.2.1 <
> correlationfunnel==0.1.0
dataMaid==1.4.0 <
datarium==0.1.0 <
DataVisualizations==1.1.11 <
> deflateBR==1.1.2
> dendroextras==0.2.3
> denpro==0.9.2
diffobj==0.3.3 | diffobj==0.3.4
> dispmod==1.2
> distances==0.1.8
distrEllipse==2.8.0 <
distrSim==2.8.0 <
dlnm==2.3.9 <
dmm==2.1-5 <
DMwR==0.4.1 <
> dodgr==0.2.6
> drake==7.12.0
DunnettTests==2.0 <
e1071==1.7-4 | e1071==1.7-6
easycsv==1.0.8 <
> ecodist==2.0.5
EIAdata==0.0.5 <
> EMD==1.5.8
> ensembleR==0.1.0
epitools==0.5-10.1 <
evtree==1.0-8 <
exuber==0.3.0 <
fabricatr==0.10.0 <
FactoClass==1.2.7 <
FCPS==1.2.0 | fclust==2.1.1
FitARMA==1.6.1 <
FKF==0.1.5 | fitzRoy==0.3.1
> fivethirtyeight==0.5.0
> fixest==0.4.1
> fMultivar==3042.80.1
fueleconomy==1.0.0 | FunChisq==2.4.9.2
> FuzzyR==2.3
> gains==1.2
gets==0.22 <
> gggibbous==0.1.0
> ggnetwork==0.5.8
> ggparallel==0.2.0
gistr==0.5.0 <
> glmtree==0.1
> gmapsdistance==3.4
> gmm==1.6-4
goft==1.3.4 <
gprofiler2==0.1.9 <
> grImport==0.9-3
> grImport2==0.2-0
> groupdata2==1.2.0
> haplo.stats==1.7.9
> HardyWeinberg==1.6.3
> healthcareai==2.4.0
> HMMpa==1.0.1
humaniformat==0.6.0 <
imager==0.42.7 | imager==0.42.8
> inaparc==1.1.0
inTrees==1.2 <
> ivpack==1.2
> JM==1.4-8
> jmv==1.2.5
> kpeaks==1.1.0
L0Learn==1.2.0 <
lagged==0.3-0 <
> languageR==1.5.0
> leaderCluster==1.2
> LICORS==0.2.0
> LogicReg==1.6.2
> lordif==0.3-3
> lsmeans==2.30-0
> mapmisc==1.7.7
MBA==0.0-9 <
> mcbiopi==1.1.6
memuse==4.1-0 <
metR==0.7.0 | metafor==2.4-0
> metaheuristicOpt==2.0.0
> mFilter==0.1-5
midasr==0.7 <
miic==1.0.3 <
minerva==1.5.8 <
> mixlm==1.2.4
modelplotr==1.0.0 <
> moderndive==0.4.0
mvnmle==0.1-11.1 <
nadiv==2.16.2.0 <
ncf==1.2-9 <
ncvreg==3.11.2 <
normalr==1.0.0 <
nowcasting==1.1.4 <
> numbers==0.7-5
oddsratio==2.0.0 <
> opentripplanner==0.2.1.0
ordinal==2019.12-10 | orcutt==2.3
> osqp==0.6.0.3
> partitions==1.9-22
> pdftables==0.1
pec==2019.11.03 | pdynmc==0.8.0
> penalized==0.9-51
performanceEstimation==1.1.0 | permutations==1.0-6
pinfsc50==1.1.0 <
PolynomF==2.0-3 <
> ppclust==1.1.0
precrec==0.11 <
prefmod==0.8-34 <
priceR==0.1.1 | printr==0.1
processx==3.4.5 | processx==3.5.0
profvis==0.3.6 <
proxy==0.4-23 | proxy==0.4-25
PSF==0.4 <
psycho==0.5.0 <
pwt==7.1-1 <
qrnn==2.0.5 <
qualtRics==3.1.2 <
> quantable==0.3.6
quantregForest==1.3-7 <
rafalib==1.0.0 <
random==0.2.6 <
rBayesianOptimization==1.1.0 <
rbenchmark==1.0.0 <
rbokeh==0.5.0 <
RcppCNPy==0.2.10 | RcppDE==0.1.6
RcppThread==1.0.0 | RcppThread==0.5.4
> REdaS==0.9.3
regclass==1.6 <
> regpro==0.1.1
> rfm==0.2.1
> rgenoud==5.8-3.0
> RGraphics==3.0-1
> RItools==0.1-17
> rminer==1.4.5
RobinHood==1.2.4 <
rpubs==0.2.2 <
> rqPen==2.2.2
rrBLUP==4.6.1 <
RRF==1.9.1 <
rsm==2.10 <
> RStoolbox==0.2.6
> rworldxtra==1.01
> RYandexTranslate==1.0
sarima==0.8.2 <
setRNG==2013.9-1 <
sf==0.9-7 | sf==0.9-8
shapefiles==0.7 <
SIS==0.8-8 <
slider==0.1.5 | slider==0.2.1
> SNPassoc==1.9-2
> SOMbrero==1.2-5
> sparr==2.2-13
srvyr==0.3.8 <
STAT==0.1.0 <
StatMeasures==1.0 <
> storr==1.2.1
stringfish==0.15.0 | stringfish==0.15.1
> table1==1.2
> tables==0.8.8
tdr==0.13 <
texreg==1.36.23 <
> textrecipes==0.2.0
tfautograph==0.2.0 <
tidygeocoder==0.2.5 <
> tidylog==1.0.1
timevis==0.5 <
tmaptools==3.0 <
TraMineRextras==0.4.7 <
tsDyn==10-1.2 <
tseriesChaos==0.1-13.1 <
tsModel==0.6 <
tufte==0.5 <
UBL==0.0.6 | txtq==0.2.0
ucminf==1.1-4 <
units==0.7-0 | units==0.7-1
> uplift==0.3.5
> UScensus2000cdp==0.03
vcfR==1.10.0 | vctrs==0.3.7
vctrs==0.3.6 <
vita==1.0.0 <
WeightedCluster==1.4 <
> wildcard==1.1.0
> xkcd==0.0.6
> xplorerr==0.1.1
yardstick==0.0.7 | yardstick==0.0.8
ZIM==1.1.0 <
== Comparing pip freeze ==
importlib-metadata==3.7.3 | importlib-metadata==3.9.0
ipython==7.21.0 | ipython==7.22.0
jupyter-console==6.2.0 | jupyter-console==6.4.0
prompt-toolkit==3.0.17 | prompt-toolkit==3.0.18
qtconsole==5.0.2 | qtconsole==5.0.3
regex==2020.11.13 | regex==2021.3.17
terminado==0.9.2 | terminado==0.9.3
urllib3==1.26.3 | urllib3==1.26.4
virtualenv==20.4.2 | virtualenv==20.4.3
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
groff-base==1.22.4-3 | groff-base==1.22.4-3+deb10u1
libavahi-client3:amd64==0.7-4+b1 | libavahi-client3:amd64==0.7-4+deb10u1
libavahi-common-data:amd64==0.7-4+b1 | libavahi-common-data:amd64==0.7-4+deb10u1
libavahi-common3:amd64==0.7-4+b1 | libavahi-common3:amd64==0.7-4+deb10u1
libjs-jquery==3.3.1~dfsg-3 | libjs-jquery==3.3.1~dfsg-3+deb10u1
libnss-systemd:amd64==241-7~deb10u6 | libnss-systemd:amd64==241-7~deb10u7
libpam-systemd:amd64==241-7~deb10u6 | libpam-systemd:amd64==241-7~deb10u7
libpython3.7:amd64==3.7.3-2+deb10u2 | libpython3.7:amd64==3.7.3-2+deb10u3
libpython3.7-dev:amd64==3.7.3-2+deb10u2 | libpython3.7-dev:amd64==3.7.3-2+deb10u3
libpython3.7-minimal:amd64==3.7.3-2+deb10u2 | libpython3.7-minimal:amd64==3.7.3-2+deb10u3
libpython3.7-stdlib:amd64==3.7.3-2+deb10u2 | libpython3.7-stdlib:amd64==3.7.3-2+deb10u3
libsystemd0:amd64==241-7~deb10u6 | libsystemd0:amd64==241-7~deb10u7
python3.7==3.7.3-2+deb10u2 | python3.7==3.7.3-2+deb10u3
python3.7-dev==3.7.3-2+deb10u2 | python3.7-dev==3.7.3-2+deb10u3
python3.7-minimal==3.7.3-2+deb10u2 | python3.7-minimal==3.7.3-2+deb10u3
python3.7-venv==3.7.3-2+deb10u2 | python3.7-venv==3.7.3-2+deb10u3
systemd==241-7~deb10u6 | systemd==241-7~deb10u7
systemd-sysv==241-7~deb10u6 | systemd-sysv==241-7~deb10u7
v34 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v34
== Comparing Rscript /tools/r_list_versions.R | sort ==
AID==2.5 <
> ald==1.2
> AppliedPredictiveModeling==1.1-7
arulesSequences==0.2-24 <
audio==0.1-7 <
BallMapper==0.2.0 | Ball==1.3.9
bamlss==1.1-2 <
> bayesAB==1.1.2
BCBCSF==1.0-1 <
> bench==1.1.1
bigrquery==1.3.2 | bigrquery==1.2.0
> blockmodels==1.1.1
bootstrap==2019.6 <
> breakDown==0.2.0
broomExtra==4.0.0 <
broom.mixed==0.2.5 <
> bst==0.3-17
> care==1.1.10
catboost==0.23.2 <
CCP==1.1 <
> CDM==7.5-15
> CGPfunctions==0.6.0
> ChainLadder==0.2.11
ChannelAttribution==1.17 <
> clarkeTest==0.1.0
cli==2.3.0 | cli==2.3.1
clubSandwich==0.4.2 <
ClusterR==1.2.1 <
clusteval==0.1 <
> cmm==0.12
> colordistance==1.1.0
compare==0.2-6 <
compareGroups==4.4.1 <
condMVNorm==2020.1 <
coronavirus==0.1.0 <
correlation==0.2.0 <
> countcolors==0.9.1
> cplm==0.7-8
csv==0.5.5 <
cutpointr==1.0.2 <
> cwhmisc==6.6
> DALEXtra==0.2.1
> DAMisc==1.5.4
> datarium==0.1.0
> datasauRus==0.1.4
data.tree==0.7.11 <
desc==1.2.0 | desc==1.3.0
dgof==1.2 | dfexplore==0.2.1
> dHSIC==2.1
dominanceanalysis==1.3.0 <
dplyr==1.0.4 | dplyr==1.0.5
> dummy==0.1.3
> dunn.test==1.3.5
> dynamicTreeCut==1.63-1
> dynlm==0.3-6
echarts4r==0.2.3 <
embed==0.0.6 <
> emdist==0.3-1
> epiR==1.0-14
> ergm==3.10.4
> ExPosition==2.8.23
ez==4.4-0 <
> fANCOVA==0.5-1
farver==2.0.3 | farver==2.1.0
fastGHQuad==1.0 <
> fDMA==2.2.5
fdth==1.2-5 <
ff==2.2-14.2 <
ffbase==0.12.8 <
fftwtools==0.9-9 | fftwtools==0.9-11
> FinTS==0.4-6
fivethirtyeight==0.5.0 <
> flair==0.0.2
forecast==8.13 | ForeCA==0.2.4
> forecast==8.14
> ForecastComb==1.3.1
forestplot==1.9 | forestmangr==0.9.2
formatR==1.7 | formatR==1.8
fpp2==2.3 | fpp==0.5
> freqdist==0.1
> FSA==0.8.30
> FSelectorRcpp==0.3.3
> fUnitRoots==3042.79
gamboostLSS==2.0-1.1 <
> gamlr==1.13-5
gargle==0.5.0 | gargle==0.4.0
> geiger==2.0.6.4
> gets==0.22
> ggplot2movies==0.0.1
> ggRandomForests==2.0.1
ggsn==0.5.0 <
ggstatsplot==0.4.0 <
ggVennDiagram==0.3 <
glassoFast==1.0 | glm2==1.2.1
> glmnetUtils==1.1.5
Gmedian==1.2.5 <
> googledrive==1.0.0
> googlesheets4==0.1.1
> gpclib==1.5-6
gProfileR==0.7.0 <
grImport==0.9-3 <
grImport2==0.2-0 <
groupedstats==0.2.2 <
gtsummary==1.3.0 <
haplo.stats==1.7.9 <
HardyWeinberg==1.6.3 <
> hellno==0.0.1
histogram==0.0-25 <
> hnp==1.2-6
HTLR==0.4-2 | HSAUR2==1.1-17
> htmltab==0.7.1.1
> IC2==1.0-1
> ICS==1.3-1
> ICSNP==1.1-1
imager==0.42.3 | imager==0.42.7
> imagine==1.5.3
iml==0.10.0 <
insuranceData==1.0 <
interp==1.0-33 <
> intsvy==2.4
ipmisc==2.0.0 <
isoband==0.2.3 | isoband==0.2.4
> isotone==1.1-0
jmv==1.2.5 <
KRMM==1.0 <
> L1pack==0.38.19
languageR==1.5.0 <
learnr==0.10.1 <
> lfda==1.1.3
lift==0.0.2 | liger==1.0
lmPerm==2.1.0 <
LogicReg==1.6.2 <
lordif==0.3-3 <
> lpdensity==1.0
lsmeans==2.30-0 <
> MBCluster.Seq==1.0
mcbiopi==1.1.6 | mccr==0.4.4
Mcomp==2.8 <
metaBMA==0.6.2 <
metafor==2.4-0 <
metaplus==0.7-11 <
mfGARCH==0.1.9 <
> mipfp==3.2.1
> missRanger==2.1.0
> mlmRev==1.0-8
mltest==1.0.1 <
> modelStudio==1.0.2
> modelsummary==0.2.0
msigdbr==7.0.1 | mRMRe==2.1.0
> MSwM==1.4
> mtsdi==0.3.5
> multitaper==1.0-14
> MVA==1.0-6
> mvnfast==0.2.5
> NatureSounds==1.0.3
> ncbit==2013.03.29
ncmeta==0.2.0 <
NCmisc==1.1.6 <
neural==1.4.2.2 <
nhanesA==0.6.5 <
nor1mix==1.3-0 <
normtest==1.1 <
np==0.60-10 <
numbers==0.7-5 <
ompr==0.8.0 <
> optCluster==1.3.0
> optiscale==1.2
orcutt==2.3 <
pairwiseComparisons==0.3.0 | pageviews==0.3.0
panelr==0.7.2 <
papeR==1.0-4 <
> PASWR==1.1
pcse==1.9.1.1 <
pgirmess==1.6.9 <
> phonTools==0.2-2.1
pillar==1.4.7 | pillar==1.5.1
pkgload==1.1.0 | pkgload==1.2.0
plsdepot==0.1.17 <
> poLCA==1.4.1
> polysat==1.7-4
> pool==0.1.4.3
> powerAnalysis==0.2.1
> PReMiuM==3.2.3
> prettyGraphs==2.1.6
> prettyR==2.2-3
proftools==0.99-2 | profmem==0.5.0
projpred==1.1.6 <
ps==1.5.0 | ps==1.6.0
psd==1.2.0 <
> ptw==1.9-15
> pzfx==0.2.0
qicharts2==0.6.1 <
qs==0.23.6 | qs==0.24.1
randomForestExplainer==0.10.0 <
> RankAggreg==0.6.5
R.cache==0.14.0 <
rCAT==0.1.5 <
RcppArmadillo==0.10.2.1.0 | RcppArmadillo==0.10.2.2.0
RcppParallel==5.0.2 | RcppParallel==5.0.3
> rddensity==1.0
> rdrobust==0.99.7
> RDS==0.9-2
ReacTran==1.4.3.1 <
reader==1.0.6 <
readODS==1.6.7 <
> RedditExtractoR==2.1.5
renv==0.9.3 <
rfUtilities==2.1-5 <
rgenoud==5.8-3.0 <
RGraphics==3.0-1 <
riv==2.0-5 | rje==1.10.15
Rlof==1.1.1 <
RNetCDF==2.1-1 <
> rnn==0.9.8
> Rnumerai==2.1
ROCnReg==1.0 <
ROI==0.3-3 <
RoughSets==1.3-7 <
> rpostgis==1.4.3
rsvd==1.0.3 <
> ruimtehol==0.2.3
runner==0.3.5 | ruta==1.1.0
> Rvcg==0.19.1
> sapa==2.0-2
> sciplot==1.2-0
sda==1.3.7 <
> seismicRoll==1.1.3
> seleniumPipes==0.3.7
sendmailR==1.2-1 <
> servr==0.16
> shipunov==1.7
> sigmoid==0.3.0
> simstudy==0.1.16
> sn==1.6-1
SNPassoc==1.9-2 <
> spacyr==1.2.1
spBayes==0.4-3 <
spectralGraphTopology==0.2.0 <
> spind==2.2.0
SportsAnalytics==0.2 <
st==1.2.5 <
statsExpressions==0.4.1 <
statsr==0.1-0 <
stringfish==0.14.2 | stringfish==0.15.0
styler==1.3.2 | subplex==1.6
SuperLearner==2.0-26 <
> synthpop==1.5-1
table1==1.2 | TAM==3.4-26
tableone==0.11.1 <
taRifx==1.0.6.2 <
TDAmapper==1.0 <
textfeatures==0.3.3 <
textrecipes==0.2.0 <
tfse==0.5.0 <
tibble==3.0.6 | tibble==3.1.0
tidyBF==0.2.0 <
tidyfst==0.9.5 <
tidync==0.2.3 | tidypredict==0.4.5
tidyr==1.1.2 | tidyr==1.1.3
tiff==0.1-6 | tiff==0.1-7
tinytex==0.29 | tinytex==0.30
trajr==1.3.0 <
> trust==0.1-8
tsfknn==0.3.0 | tsfeatures==1.0.1
tswge==1.0.0 <
tune==0.1.2 | tune==0.1.3
unikn==0.2.0 | units==0.7-0
units==0.6-7 <
UScensus2000cdp==0.03 <
utf8==1.1.4 | utf8==1.2.1
varbvs==2.5-16 <
varrank==0.3 <
> vembedr==0.1.3
versions==0.3 <
> vwr==0.3.0
waldo==0.2.4 | waldo==0.2.5
wildcard==1.1.0 | wikipediatrend==2.1.4
workflows==0.2.1 | workflows==0.2.2
WRS2==1.0-0 <
xfun==0.21 | xfun==0.22
xkcd==0.0.6 <
zoo==1.8-8 | zoo==1.8-9
== Comparing pip freeze ==
defusedxml==0.6.0 | defusedxml==0.7.1
importlib-metadata==3.4.0 | importlib-metadata==3.7.3
ipython==7.20.0 | ipython==7.21.0
jupyter-client==6.1.11 | jupyter-client==6.1.12
nbclient==0.5.2 | nbclient==0.5.3
papermill==2.3.2 | papermill==2.3.3
prompt-toolkit==3.0.16 | prompt-toolkit==3.0.17
Pygments==2.8.0 | Pygments==2.8.1
tenacity==6.3.1 | tenacity==7.0.0
tqdm==4.57.0 | tqdm==4.59.0
zipp==3.4.0 | zipp==3.4.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libnode-dev:amd64==10.23.1~dfsg-1~deb10u1 | libnode-dev:amd64==10.24.0~dfsg-1~deb10u1
libnode64:amd64==10.23.1~dfsg-1~deb10u1 | libnode64:amd64==10.24.0~dfsg-1~deb10u1
libtiff-dev:amd64==4.1.0+git191117-2~deb10u1 |...
v32 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v32
== Comparing Rscript /tools/r_list_versions.R | sort ==
abc==2.1 <
abc.data==1.0 <
aCRM==0.1.1 <
actuar==3.0-0 | actuar==2.3-3
adabag==4.2 <
ade4==1.7-16 | ade4==1.7-15
adegraphics==1.0-15 <
adehabitatHR==0.4.18 <
adehabitatLT==0.3.25 <
adehabitatMA==0.3.14 <
admisc==0.11 <
afex==0.28-0 | afex==0.27-2
agricolae==1.3-3 | agricolae==1.3-2
AICcmodavg==2.3-1 | AICcmodavg==2.2-2
airports==0.1.0 | akima==0.6-2
akima==0.6-2.1 <
alabama==2015.3-1 <
AmesHousing==0.0.4 | AmesHousing==0.0.3
AMR==1.4.0 | AMORE==0.2-16
ANN2==2.3.4 | ANN2==2.3.3
anocva==0.1.1 | anomalize==0.2.0
anomalize==0.2.2 <
anytime==0.3.9 | anytime==0.3.7
apaTables==2.0.5 <
ape==5.4-1 | ape==5.3
apexcharter==0.1.8 | AppliedPredictiveModeling==1.1-7
aphid==1.3.3 | aricode==0.1.2
arabicStemR==1.2 | arm==1.10-1
arfima==1.7-0 | arrangements==1.1.8
aricode==1.0.0 <
arm==1.11-2 <
arsenal==3.5.0 | arrow==0.17.0
arules==1.6-6 | arsenal==3.4.0
arulesSequences==0.2-25 | arules==1.6-5
> arulesSequences==0.2-24
aspace==3.2 <
assertive==0.3-6 <
assertive.base==0.0-7 <
assertive.code==0.0-3 <
assertive.data==0.0-3 <
assertive.data.uk==0.0-2 <
assertive.data.us==0.0-2 <
assertive.datetimes==0.0-3 <
assertive.files==0.0-2 <
assertive.matrices==0.0-2 <
assertive.models==0.0-2 <
assertive.numbers==0.0-2 <
assertive.properties==0.0-4 <
assertive.reflection==0.0-5 <
assertive.sets==0.0-3 <
assertive.strings==0.0-3 <
assertive.types==0.0-3 <
astsa==1.10 | astsa==1.9
aweek==1.0.1 | autoplotly==0.1.2
> aweek==1.0.0
backports==1.2.0 | backports==1.2.1
baguette==0.1.0 | backShift==0.1.4.2
barcode==1.1 | bamlss==1.1-2
BART==2.7 | BAS==1.5.5
base64url==1.4 <
bayesm==3.1-4 | BayesLogit==2.1
bayesplot==1.7.2 | bayesplot==1.7.1
bayestestR==0.7.5 | bayestestR==0.6.0
> bayfoxr==0.0.1
> bazar==1.0.11
bbotk==0.2.2 | BCBCSF==1.0-1
BDgraph==2.63 | BDgraph==2.62
beanplot==1.2 <
beepr==1.3 <
Benchmarking==0.29 <
benchmarkme==1.0.4 <
benchmarkmeData==1.0.4 <
bestNormalize==1.6.1 | bestNormalize==1.5.0
BGLR==1.0.8 | BH==1.75.0-0
BH==1.72.0-3 | bib2df==1.1.1
BiasedUrn==1.07 | bibtex==0.4.2.2
bibliometrix==3.0.3 <
bibtex==0.4.2.3 <
biganalytics==1.1.21 | biglm==0.9-1
bigassertr==0.1.3 <
biglm==0.9-2.1 <
bigparallelr==0.3.0 | bigrquery==1.2.0
bigrquery==1.3.2 | billboarder==0.2.8
bigstatsr==1.3.1 <
bindata==0.9-19 <
binman==0.1.2 | binman==0.1.1
binom==1.1-1 | binst==0.2.1
binr==1.1 | bio3d==2.4-1
biomod2==3.4.6 | biosignalEMG==2.1.0
biOps==0.2.2 <
bipartite==2.15 <
bit==4.0.4 | birk==2.1.2
bit64==4.0.5 | bit==1.1-15.2
> bit64==0.9-7
biwavelet==0.20.19 <
blme==1.0-4 <
> blockcluster==4.4.3
bnlearn==4.6.1 | bnclassify==0.4.5
bnviewer==0.1.6 | bnlearn==4.5
bodenmiller==0.1 | BNN==1.0.2
Bolstad==0.2-41 | bookdown==0.18
bookdown==0.21 | BoolNet==2.1.5
Boom==0.9.6 | Boom==0.9.5
BoomSpikeSlab==1.2.3 | BoomSpikeSlab==1.2.2
bootnet==1.4.3 | bootnet==1.3
Boruta==7.0.0 | Boruta==6.0.0
brainGraph==3.0.0 <
brant==0.3-0 <
breakDown==0.2.0 <
brglm2==0.7.0 <
brio==1.1.0 | brio==1.1.1
brms==2.14.4 <
broom==0.7.2 | broom==0.7.4
broomExtra==4.1.0 | broomExtra==4.0.0
broom.mixed==0.2.6 | broom.mixed==0.2.5
bsts==0.9.5 | bst==0.3-17
butcher==0.1.2 | bsts==0.9.2
bvarsv==1.1 | bupaR==0.4.3
BWStest==0.2.2 | C50==0.1.3
C50==0.1.3.1 <
Cairo==1.5-12.2 | CaDENCE==1.2.5
> Cairo==1.5-12
car==3.0-10 | car==3.0-7
carat==1.4 | carData==3.0-3
carData==3.0-4 | cartogram==0.2.0
care==1.1.10 | cartography==2.4.1
caret==6.0-86 | caschrono==2.1
caretEnsemble==2.0.1 <
cartography==2.4.2 <
cat==0.0-6.5 <
cdata==1.1.9 | CCA==1.2
> cccd==1.5
> CCP==1.1
> cdata==1.1.6
cellWise==2.2.3 | cellWise==2.1.1
centiserve==1.0.0 <
CGPfunctions==0.6.3 <
ChainLadder==0.2.11 <
ChannelAttribution==2.0.2 <
cherryblossom==0.1.0 | choroplethr==3.6.3
choroplethr==3.7.0 <
chron==2.3-56 | chron==2.3-55
CINNA==1.1.53 | circlize==0.4.8
circlize==0.4.11 <
ciTools==0.6.1 | circular==0.4-93
cleaner==1.5.1 | cleandata==0.3.0
cleanNLP==3.0.3 | cleanNLP==3.0.2
clhs==0.7-3 | cli==2.3.0
cli==2.2.0 | clifro==3.2-2
clifro==3.2-3 <
clime==0.4.1 <
clue==0.3-58 | clubSandwich==0.4.2
> clue==0.3-57
clusterGeneration==1.3.6 | clusterGeneration==1.3.4
ClusterR==1.2.2 | ClusterR==1.2.1
clustMixType==0.2-9 | clusteval==0.1
> clustMixType==0.2-5
ClustVarLV==2.0.1 | clustree==0.4.2
clValid==0.6-9 | clValid==0.6-6
cmm==0.12 | cmprsk==2.2-9
cmprsk==2.2-10 <
coda==0.19-4 | coda==0.19-3
coinmarketcapr==0.3.2 <
CoinMinD==1.1 <
cointReg==0.2.0 <
colordistance==1.1.1 <
colourpicker==1.1.0 | colourpicker==1.0
colourvalues==0.3.6 | colourvalues==0.3.4
compareGroups==4.4.5 | compare==0.2-6
comprehenr==0.6.8 | compareGroups==4.4.1
conditionz==0.1.0 | condMVNorm==2020.1
conf.design==2.0.0 <
conquer==1.0.2 | contextual==0.9.8.3
coreCT==1.3.2 | contrast==0.22
> coRanking==0.2.1
coronavirus==0.3.0 | coro==1.0.1
> coronavirus==0.1.0
correlation==0.5.0 | correlation==0.2.0
corrr==0.4.3 | corrr==0.4.2
countcolors==0.9.1 | COUNT==1.3.4
countrycode==1.2.0 | countrycode==1.1.2
COVID19==2.3.1 <
cowplot==1.1.0 | covTestR==0.1.4
CPAT==0.1.0 | cowplot==1.0.0
cplm==0.7-9 | cpp11==0.2.6
cpp11==0.2.4 | crayon==1.4.1
cppRouting==2.0 | crosstalk==1.1.1
crayon==1.3.4 | crul==0.9.0
crosstalk==1.1.0.1 | csv==0.5.5
crul==1.0.0 | cubature==2.0.4
cSEM==0.3.0 <
cubature==2.0.4.1 <
cubelyr==1.0.1 <
cutpointr==1.0.32 <
cvms==1.2.0 <
d3r==0.9.1 | d3r==0.8.7
dae==3.1-32 | DALEX==1.2.0
DALEX==2.0.1 | dapr==0.0.3
dashboard==0.1.0 <
> DataExplorer==0.8.1
> dataMaid==1.4.0
> datapasta==3.1.0
> dataPreparation==0.4.3
data.table==1.13.2 | data.table==1.13.6
data.tree==1.0.0 | data.tree==0.7.11
> DataVisualizations==1.1.11
datetime==0.1.4 | DBI==1.1.1
DBI==1.1.0 | dbplyr==1.4.3
dbplyr==2.0.0 <
DCCA==0.1.1 | dcurver==0.9.1
dcurver==0.9.2 | deaR==1.2.1
deepboost==0.1.6 | debugme==1.1.0
deflateBR==1.1.2 | Delaporte==7.0.2
Delaporte==7.0.5 | deldir==0.1-25
deldir==0.2-3 | deltaPlotR==1.6
dendextend==1.14.0 | dendextend==1.13.4
denstrip==1.5.4 <
Deriv==4.1.1 | Deriv==4.0
DescTools==0.99.38 | DescTools==0.99.34
devEMF==4.0-2 | devtools==2.3.0
devtools==2.3.2 <
dfidx==0.0-3 <
diagram==1.6.5 | diagram==1.6.4
DiceKriging==1.5.8 | DiceKriging==1.5.6
diffobj==0.3.2 | diffobj==0.3.3
> difR==5.0
dimensionsR==0.0.2 <
DIMORA==0.1.0 <
directlabels==2020.6.17 | directlabels==2020.1.31
discreteRV==1.2.2 | discrim==0.0.2
dismo==1.3-3 | dismo==1.1-4
distances==0.1.8 <
> distrEllipse==2.8.0
distributional==0.2.1 <
distrom==1.0 | distrSim==2.8.0
dmm==2.1-6 | dlnm==2.3.9
DMwR==0.4.1 | dmm==2.1-5
doBy==4.6.8 | do==1.2.0.0
docopt==0.7.1 | doBy==4.6.5
DoE.base==1.1-5 | docopt==0.6.1
doFuture==0.10.0 | doFuture==0.9.0
doMC==1.3.7 | doMC==1.3.6
doParallel==1.0.16 | dominanceanalysis==1.3.0
> doParallel==1.0.15
downlit==0.2.1 <
dplyr==1.0.2 | dplyr==1.0.4
drake==7.12.7 <
drat==0.1.8 <
DT==0.16 | DT==0.13
dtree==0.4.2 <
dtw==1.22-3 | dtw==1.21-3
dunn.test==1.3.5 <
dyn==0.2-9.6 <
earth==5.3.0 | earth==5.1.2
easyalluvial==0.2.3 <
easyr==0.5-2 | easyr==0.3-1
Ecdat==0.3-9 | Ecdat==0.3-7
Ecfun==0.2-4 | Ecfun==0.2-2
echarts4r==0.3.3 | echarts4r==0.2.3
ecodist==2.0.7 | economiccomplexity==1.0
ecospat==3.1 | edeaR==0.8.4
edgebundleR==0.1.4 | effects==4.1-4
editData==0.1....
v32 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v32
== Comparing Rscript /tools/r_list_versions.R | sort ==
abc==2.1 <
abc.data==1.0 <
aCRM==0.1.1 <
actuar==3.0-0 | actuar==2.3-3
adabag==4.2 <
ade4==1.7-16 | ade4==1.7-15
adegraphics==1.0-15 <
adehabitatHR==0.4.18 <
adehabitatLT==0.3.25 <
adehabitatMA==0.3.14 <
admisc==0.11 <
afex==0.28-0 | afex==0.27-2
agricolae==1.3-3 | agricolae==1.3-2
AICcmodavg==2.3-1 | AICcmodavg==2.2-2
airports==0.1.0 | akima==0.6-2
akima==0.6-2.1 <
alabama==2015.3-1 <
AmesHousing==0.0.4 | AmesHousing==0.0.3
AMR==1.4.0 | AMORE==0.2-16
ANN2==2.3.4 | ANN2==2.3.3
anocva==0.1.1 | anomalize==0.2.0
anomalize==0.2.2 <
anytime==0.3.9 | anytime==0.3.7
apaTables==2.0.5 <
ape==5.4-1 | ape==5.3
apexcharter==0.1.8 | AppliedPredictiveModeling==1.1-7
aphid==1.3.3 | aricode==0.1.2
arabicStemR==1.2 | arm==1.10-1
arfima==1.7-0 | arrangements==1.1.8
aricode==1.0.0 <
arm==1.11-2 <
arsenal==3.5.0 | arrow==0.17.0
arules==1.6-6 | arsenal==3.4.0
arulesSequences==0.2-25 | arules==1.6-5
> arulesSequences==0.2-24
aspace==3.2 <
assertive==0.3-6 <
assertive.base==0.0-7 <
assertive.code==0.0-3 <
assertive.data==0.0-3 <
assertive.data.uk==0.0-2 <
assertive.data.us==0.0-2 <
assertive.datetimes==0.0-3 <
assertive.files==0.0-2 <
assertive.matrices==0.0-2 <
assertive.models==0.0-2 <
assertive.numbers==0.0-2 <
assertive.properties==0.0-4 <
assertive.reflection==0.0-5 <
assertive.sets==0.0-3 <
assertive.strings==0.0-3 <
assertive.types==0.0-3 <
astsa==1.10 | astsa==1.9
aweek==1.0.1 | autoplotly==0.1.2
> aweek==1.0.0
backports==1.2.0 | backports==1.2.1
baguette==0.1.0 | backShift==0.1.4.2
barcode==1.1 | bamlss==1.1-2
BART==2.7 | BAS==1.5.5
base64url==1.4 <
bayesm==3.1-4 | BayesLogit==2.1
bayesplot==1.7.2 | bayesplot==1.7.1
bayestestR==0.7.5 | bayestestR==0.6.0
> bayfoxr==0.0.1
> bazar==1.0.11
bbotk==0.2.2 | BCBCSF==1.0-1
BDgraph==2.63 | BDgraph==2.62
beanplot==1.2 <
beepr==1.3 <
Benchmarking==0.29 <
benchmarkme==1.0.4 <
benchmarkmeData==1.0.4 <
bestNormalize==1.6.1 | bestNormalize==1.5.0
BGLR==1.0.8 | BH==1.75.0-0
BH==1.72.0-3 | bib2df==1.1.1
BiasedUrn==1.07 | bibtex==0.4.2.2
bibliometrix==3.0.3 <
bibtex==0.4.2.3 <
biganalytics==1.1.21 | biglm==0.9-1
bigassertr==0.1.3 <
biglm==0.9-2.1 <
bigparallelr==0.3.0 | bigrquery==1.2.0
bigrquery==1.3.2 | billboarder==0.2.8
bigstatsr==1.3.1 <
bindata==0.9-19 <
binman==0.1.2 | binman==0.1.1
binom==1.1-1 | binst==0.2.1
binr==1.1 | bio3d==2.4-1
biomod2==3.4.6 | biosignalEMG==2.1.0
biOps==0.2.2 <
bipartite==2.15 <
bit==4.0.4 | birk==2.1.2
bit64==4.0.5 | bit==1.1-15.2
> bit64==0.9-7
biwavelet==0.20.19 <
blme==1.0-4 <
> blockcluster==4.4.3
bnlearn==4.6.1 | bnclassify==0.4.5
bnviewer==0.1.6 | bnlearn==4.5
bodenmiller==0.1 | BNN==1.0.2
Bolstad==0.2-41 | bookdown==0.18
bookdown==0.21 | BoolNet==2.1.5
Boom==0.9.6 | Boom==0.9.5
BoomSpikeSlab==1.2.3 | BoomSpikeSlab==1.2.2
bootnet==1.4.3 | bootnet==1.3
Boruta==7.0.0 | Boruta==6.0.0
brainGraph==3.0.0 <
brant==0.3-0 <
breakDown==0.2.0 <
brglm2==0.7.0 <
brio==1.1.0 | brio==1.1.1
brms==2.14.4 <
broom==0.7.2 | broom==0.7.4
broomExtra==4.1.0 | broomExtra==4.0.0
broom.mixed==0.2.6 | broom.mixed==0.2.5
bsts==0.9.5 | bst==0.3-17
butcher==0.1.2 | bsts==0.9.2
bvarsv==1.1 | bupaR==0.4.3
BWStest==0.2.2 | C50==0.1.3
C50==0.1.3.1 <
Cairo==1.5-12.2 | CaDENCE==1.2.5
> Cairo==1.5-12
car==3.0-10 | car==3.0-7
carat==1.4 | carData==3.0-3
carData==3.0-4 | cartogram==0.2.0
care==1.1.10 | cartography==2.4.1
caret==6.0-86 | caschrono==2.1
caretEnsemble==2.0.1 <
cartography==2.4.2 <
cat==0.0-6.5 <
cdata==1.1.9 | CCA==1.2
> cccd==1.5
> CCP==1.1
> cdata==1.1.6
cellWise==2.2.3 | cellWise==2.1.1
centiserve==1.0.0 <
CGPfunctions==0.6.3 <
ChainLadder==0.2.11 <
ChannelAttribution==2.0.2 <
cherryblossom==0.1.0 | choroplethr==3.6.3
choroplethr==3.7.0 <
chron==2.3-56 | chron==2.3-55
CINNA==1.1.53 | circlize==0.4.8
circlize==0.4.11 <
ciTools==0.6.1 | circular==0.4-93
cleaner==1.5.1 | cleandata==0.3.0
cleanNLP==3.0.3 | cleanNLP==3.0.2
clhs==0.7-3 | cli==2.3.0
cli==2.2.0 | clifro==3.2-2
clifro==3.2-3 <
clime==0.4.1 <
clue==0.3-58 | clubSandwich==0.4.2
> clue==0.3-57
clusterGeneration==1.3.6 | clusterGeneration==1.3.4
ClusterR==1.2.2 | ClusterR==1.2.1
clustMixType==0.2-9 | clusteval==0.1
> clustMixType==0.2-5
ClustVarLV==2.0.1 | clustree==0.4.2
clValid==0.6-9 | clValid==0.6-6
cmm==0.12 | cmprsk==2.2-9
cmprsk==2.2-10 <
coda==0.19-4 | coda==0.19-3
coinmarketcapr==0.3.2 <
CoinMinD==1.1 <
cointReg==0.2.0 <
colordistance==1.1.1 <
colourpicker==1.1.0 | colourpicker==1.0
colourvalues==0.3.6 | colourvalues==0.3.4
compareGroups==4.4.5 | compare==0.2-6
comprehenr==0.6.8 | compareGroups==4.4.1
conditionz==0.1.0 | condMVNorm==2020.1
conf.design==2.0.0 <
conquer==1.0.2 | contextual==0.9.8.3
coreCT==1.3.2 | contrast==0.22
> coRanking==0.2.1
coronavirus==0.3.0 | coro==1.0.1
> coronavirus==0.1.0
correlation==0.5.0 | correlation==0.2.0
corrr==0.4.3 | corrr==0.4.2
countcolors==0.9.1 | COUNT==1.3.4
countrycode==1.2.0 | countrycode==1.1.2
COVID19==2.3.1 <
cowplot==1.1.0 | covTestR==0.1.4
CPAT==0.1.0 | cowplot==1.0.0
cplm==0.7-9 | cpp11==0.2.6
cpp11==0.2.4 | crayon==1.4.1
cppRouting==2.0 | crosstalk==1.1.1
crayon==1.3.4 | crul==0.9.0
crosstalk==1.1.0.1 | csv==0.5.5
crul==1.0.0 | cubature==2.0.4
cSEM==0.3.0 <
cubature==2.0.4.1 <
cubelyr==1.0.1 <
cutpointr==1.0.32 <
cvms==1.2.0 <
d3r==0.9.1 | d3r==0.8.7
dae==3.1-32 | DALEX==1.2.0
DALEX==2.0.1 | dapr==0.0.3
dashboard==0.1.0 <
> DataExplorer==0.8.1
> dataMaid==1.4.0
> datapasta==3.1.0
> dataPreparation==0.4.3
data.table==1.13.2 | data.table==1.13.6
data.tree==1.0.0 | data.tree==0.7.11
> DataVisualizations==1.1.11
datetime==0.1.4 | DBI==1.1.1
DBI==1.1.0 | dbplyr==1.4.3
dbplyr==2.0.0 <
DCCA==0.1.1 | dcurver==0.9.1
dcurver==0.9.2 | deaR==1.2.1
deepboost==0.1.6 | debugme==1.1.0
deflateBR==1.1.2 | Delaporte==7.0.2
Delaporte==7.0.5 | deldir==0.1-25
deldir==0.2-3 | deltaPlotR==1.6
dendextend==1.14.0 | dendextend==1.13.4
denstrip==1.5.4 <
Deriv==4.1.1 | Deriv==4.0
DescTools==0.99.38 | DescTools==0.99.34
devEMF==4.0-2 | devtools==2.3.0
devtools==2.3.2 <
dfidx==0.0-3 <
diagram==1.6.5 | diagram==1.6.4
DiceKriging==1.5.8 | DiceKriging==1.5.6
diffobj==0.3.2 | diffobj==0.3.3
> difR==5.0
dimensionsR==0.0.2 <
DIMORA==0.1.0 <
directlabels==2020.6.17 | directlabels==2020.1.31
discreteRV==1.2.2 | discrim==0.0.2
dismo==1.3-3 | dismo==1.1-4
distances==0.1.8 <
> distrEllipse==2.8.0
distributional==0.2.1 <
distrom==1.0 | distrSim==2.8.0
dmm==2.1-6 | dlnm==2.3.9
DMwR==0.4.1 | dmm==2.1-5
doBy==4.6.8 | do==1.2.0.0
docopt==0.7.1 | doBy==4.6.5
DoE.base==1.1-5 | docopt==0.6.1
doFuture==0.10.0 | doFuture==0.9.0
doMC==1.3.7 | doMC==1.3.6
doParallel==1.0.16 | dominanceanalysis==1.3.0
> doParallel==1.0.15
downlit==0.2.1 <
dplyr==1.0.2 | dplyr==1.0.4
drake==7.12.7 <
drat==0.1.8 <
DT==0.16 | DT==0.13
dtree==0.4.2 <
dtw==1.22-3 | dtw==1.21-3
dunn.test==1.3.5 <
dyn==0.2-9.6 <
earth==5.3.0 | earth==5.1.2
easyalluvial==0.2.3 <
easyr==0.5-2 | easyr==0.3-1
Ecdat==0.3-9 | Ecdat==0.3-7
Ecfun==0.2-4 | Ecfun==0.2-2
echarts4r==0.3.3 | echarts4r==0.2.3
ecodist==2.0.7 | economiccomplexity==1.0
ecospat==3.1 | edeaR==0.8.4
edgebundleR==0.1.4 | effects==4.1-4
editData==0.1.2 ...
v33 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v33
== Comparing Rscript /tools/r_list_versions.R | sort ==
ald==1.2 <
ANN2==2.3.3 <
AppliedPredictiveModeling==1.1-7 <
> autothresholdr==1.3.5
> bartCause==1.0-2
> BatchGetSymbols==2.5.7
> bcp==4.0.3
> benchmarkme==1.0.3
> benchmarkmeData==1.0.4
BETS==0.4.9 <
> BiasedUrn==1.07
bigrquery==1.2.0 | bigrquery==1.3.2
> bipartite==2.15
birk==2.1.2 <
> biwavelet==0.20.19
> BlakerCI==1.0-6
bnclassify==0.4.5 <
> brms==2.12.0
broom==0.7.4 | broom==0.7.5
bst==0.3-17 <
bupaR==0.4.3 <
CaDENCE==1.2.5 <
> caret==6.0-86
> changepoint==2.2.2
> ChannelAttribution==1.17
> COVID19==1.0.0
> cutpointr==1.0.2
> cvms==1.0.1
data.table==1.13.6 | data.table==1.14.0
> dbarts==0.9-17
debugme==1.1.0 <
> dequer==2.0-1
> Devore7==0.7.6
> DMwR==0.4.1
> DMwR2==0.0.2
dummy==0.1.3 <
edeaR==0.8.4 <
eha==2.8.1 | EIAdata==0.0.5
> embed==0.0.6
eurostat==3.6.1 <
eventdataR==0.2.0 <
> filesstrings==3.1.5
FinTS==0.4-6 | fingerprint==3.5.7
ForeCA==0.2.4 <
fpp==0.5 <
> FreqProf==0.0.1
> FunCluster==1.09
fUnitRoots==3042.79 <
GADMTools==3.8-1 <
gains==1.2 <
> gamm4==0.2-6
gargle==0.4.0 | gargle==0.5.0
> gdalUtils==2.0.3.2
GDAtools==1.4 <
> gee==4.13-20
> geeM==0.10.1
> geepack==1.3-1
generalhoslem==1.3.4 <
ggplot2movies==0.0.1 <
> ggpmisc==0.3.4
ggswissmaps==0.1.1 <
> ggupset==0.2.1
glmmLasso==1.5.1 <
gmm==1.6-4 <
gmt==2.0-1 <
googledrive==1.0.0 <
gpclib==1.5-6 <
grf==1.1.0 <
grnn==0.1.0 <
> gym==0.1.0
hablar==0.3.0 <
heatmap3==1.1.7 <
> highcharter==0.7.0
> Holidays==1.0-7
IM==1.0 | ijtiff==2.0.5
> interp==1.0-33
> invgamma==1.1
> iotools==0.3-1
> iq==1.3
isotree==0.1.8 <
itsadug==2.3 <
JM==1.4-8 <
JOUSBoost==2.1.0 <
> kinship2==1.8.5
lifecycle==0.2.0 | lifecycle==1.0.0
listviewer==3.0.0 <
> lmSupport==2.9.13
> lobstr==1.1.1
> logistf==1.23
> LowRankQP==1.0.4
> MCMCvis==0.14.0
> mediation==4.5.0
> memery==0.5.2
> MESS==0.5.6
mFilter==0.1-5 <
> microsynth==2.0.13
mime==0.9 | mime==0.10
missRanger==2.1.0 <
> modEvA==2.0
mp==0.4.1 <
NatureSounds==1.0.3 <
ncdump==0.0.3 <
> neural==1.4.2.2
> NHANES==2.1.0
> nomogramFormula==1.2.0.0
> nowcasting==1.1.4
OpenML==1.10 <
> ORCI==1.1
> ore==1.6.3
pa==1.2-1 | overlapping==1.6
> ParallelLogger==1.2.0
> ParBayesianOptimization==1.1.0
> pbs==1.1
pglm==0.2-2 <
plotfunctions==1.3 <
poLCA==1.4.1 <
> PortfolioAnalytics==1.1.0
> PostcodesioR==0.1.1
PReMiuM==3.2.3 <
prevR==3.4.1 | prevR==3.4.0
processanimateR==1.0.3 <
processmapR==0.3.4 <
> PropCIs==0.3-0
> psd==1.2.0
pso==1.0.3 <
psy==1.1 <
> Publish==2019.12.04
qqplotr==0.0.4 <
R0==1.2-6 <
> RandPro==0.2.0
rasterKernelEstimates==1.0.1 <
rawKS==0.1.0 <
Rcereal==1.2.1 <
RcppThread==0.5.4 | RcppThread==1.0.0
> RCSF==1.0.2
REdaS==0.9.3 | refund==0.1-21
RefManageR==1.2.12 <
reportROC==3.4 <
> revgeo==0.15
rFerns==3.0.0 | Rfacebook==0.6.15
> rgeolocate==1.2.0
rmarkdown==2.6 | RLRsim==3.1-6
> rmarkdown==2.7
rsample==0.0.8 | rsample==0.0.9
> RSocrata==1.7.10-6
> rstanarm==2.19.3
RVerbalExpressions==0.1.0 <
> sampler==0.2.4
sapa==2.0-2 <
> sda==1.3.7
> seqinr==3.6-1
> shinyBS==0.61
> shinyLP==1.1.2
> shinystan==2.5.0
shinyTime==1.0.1 <
showimage==1.0.0 <
> sos==2.0-0
spacyr==1.2.1 <
sparkline==2.0 <
> SpecsVerification==0.5-3
> st==1.2.5
> strex==1.2.0
sur==1.0.2 <
> taRifx==1.0.6.2
terra==0.5-8 <
testthat==3.0.1 | testthat==3.0.2
> textmineR==3.0.4
> textrecipes==0.2.0
> tidyfst==0.9.5
tidylog==1.0.1 <
tidymv==2.2.0 <
tsfeatures==1.0.1 <
> UBL==0.0.6
USAboundaries==0.3.1 <
> wactor==0.0.1
waldo==0.2.3 | waldo==0.2.4
webdriver==1.0.5 <
xfun==0.20 | xfun==0.21
> yarrr==0.1.5
== Comparing pip freeze ==
cffi==1.14.4 | cffi==1.14.5
ipykernel==5.4.3 | ipykernel==5.5.0
prompt-toolkit==3.0.14 | prompt-toolkit==3.0.16
Pygments==2.7.4 | Pygments==2.8.0
pyzmq==22.0.2 | pyzmq==22.0.3
tqdm==4.56.1 | tqdm==4.57.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libzstd-dev:amd64==1.3.8+dfsg-3 | libzstd-dev:amd64==1.3.8+dfsg-3+deb10u2
libzstd1:amd64==1.3.8+dfsg-3 | libzstd1:amd64==1.3.8+dfsg-3+deb10u2
v33 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v33
== Comparing Rscript /tools/r_list_versions.R | sort ==
ald==1.2 <
ANN2==2.3.3 <
AppliedPredictiveModeling==1.1-7 <
> autothresholdr==1.3.5
> bartCause==1.0-2
> BatchGetSymbols==2.5.7
> bcp==4.0.3
> benchmarkme==1.0.3
> benchmarkmeData==1.0.4
BETS==0.4.9 <
> BiasedUrn==1.07
bigrquery==1.2.0 | bigrquery==1.3.2
> bipartite==2.15
birk==2.1.2 <
> biwavelet==0.20.19
> BlakerCI==1.0-6
bnclassify==0.4.5 <
> brms==2.12.0
broom==0.7.4 | broom==0.7.5
bst==0.3-17 <
bupaR==0.4.3 <
CaDENCE==1.2.5 <
> caret==6.0-86
> changepoint==2.2.2
> ChannelAttribution==1.17
> COVID19==1.0.0
> cutpointr==1.0.2
> cvms==1.0.1
data.table==1.13.6 | data.table==1.14.0
> dbarts==0.9-17
debugme==1.1.0 <
> dequer==2.0-1
> Devore7==0.7.6
> DMwR==0.4.1
> DMwR2==0.0.2
dummy==0.1.3 <
edeaR==0.8.4 <
eha==2.8.1 | EIAdata==0.0.5
> embed==0.0.6
eurostat==3.6.1 <
eventdataR==0.2.0 <
> filesstrings==3.1.5
FinTS==0.4-6 | fingerprint==3.5.7
ForeCA==0.2.4 <
fpp==0.5 <
> FreqProf==0.0.1
> FunCluster==1.09
fUnitRoots==3042.79 <
GADMTools==3.8-1 <
gains==1.2 <
> gamm4==0.2-6
gargle==0.4.0 | gargle==0.5.0
> gdalUtils==2.0.3.2
GDAtools==1.4 <
> gee==4.13-20
> geeM==0.10.1
> geepack==1.3-1
generalhoslem==1.3.4 <
ggplot2movies==0.0.1 <
> ggpmisc==0.3.4
ggswissmaps==0.1.1 <
> ggupset==0.2.1
glmmLasso==1.5.1 <
gmm==1.6-4 <
gmt==2.0-1 <
googledrive==1.0.0 <
gpclib==1.5-6 <
grf==1.1.0 <
grnn==0.1.0 <
> gym==0.1.0
hablar==0.3.0 <
heatmap3==1.1.7 <
> highcharter==0.7.0
> Holidays==1.0-7
IM==1.0 | ijtiff==2.0.5
> interp==1.0-33
> invgamma==1.1
> iotools==0.3-1
> iq==1.3
isotree==0.1.8 <
itsadug==2.3 <
JM==1.4-8 <
JOUSBoost==2.1.0 <
> kinship2==1.8.5
lifecycle==0.2.0 | lifecycle==1.0.0
listviewer==3.0.0 <
> lmSupport==2.9.13
> lobstr==1.1.1
> logistf==1.23
> LowRankQP==1.0.4
> MCMCvis==0.14.0
> mediation==4.5.0
> memery==0.5.2
> MESS==0.5.6
mFilter==0.1-5 <
> microsynth==2.0.13
mime==0.9 | mime==0.10
missRanger==2.1.0 <
> modEvA==2.0
mp==0.4.1 <
NatureSounds==1.0.3 <
ncdump==0.0.3 <
> neural==1.4.2.2
> NHANES==2.1.0
> nomogramFormula==1.2.0.0
> nowcasting==1.1.4
OpenML==1.10 <
> ORCI==1.1
> ore==1.6.3
pa==1.2-1 | overlapping==1.6
> ParallelLogger==1.2.0
> ParBayesianOptimization==1.1.0
> pbs==1.1
pglm==0.2-2 <
plotfunctions==1.3 <
poLCA==1.4.1 <
> PortfolioAnalytics==1.1.0
> PostcodesioR==0.1.1
PReMiuM==3.2.3 <
prevR==3.4.1 | prevR==3.4.0
processanimateR==1.0.3 <
processmapR==0.3.4 <
> PropCIs==0.3-0
> psd==1.2.0
pso==1.0.3 <
psy==1.1 <
> Publish==2019.12.04
qqplotr==0.0.4 <
R0==1.2-6 <
> RandPro==0.2.0
rasterKernelEstimates==1.0.1 <
rawKS==0.1.0 <
Rcereal==1.2.1 <
RcppThread==0.5.4 | RcppThread==1.0.0
> RCSF==1.0.2
REdaS==0.9.3 | refund==0.1-21
RefManageR==1.2.12 <
reportROC==3.4 <
> revgeo==0.15
rFerns==3.0.0 | Rfacebook==0.6.15
> rgeolocate==1.2.0
rmarkdown==2.6 | RLRsim==3.1-6
> rmarkdown==2.7
rsample==0.0.8 | rsample==0.0.9
> RSocrata==1.7.10-6
> rstanarm==2.19.3
RVerbalExpressions==0.1.0 <
> sampler==0.2.4
sapa==2.0-2 <
> sda==1.3.7
> seqinr==3.6-1
> shinyBS==0.61
> shinyLP==1.1.2
> shinystan==2.5.0
shinyTime==1.0.1 <
showimage==1.0.0 <
> sos==2.0-0
spacyr==1.2.1 <
sparkline==2.0 <
> SpecsVerification==0.5-3
> st==1.2.5
> strex==1.2.0
sur==1.0.2 <
> taRifx==1.0.6.2
terra==0.5-8 <
testthat==3.0.1 | testthat==3.0.2
> textmineR==3.0.4
> textrecipes==0.2.0
> tidyfst==0.9.5
tidylog==1.0.1 <
tidymv==2.2.0 <
tsfeatures==1.0.1 <
> UBL==0.0.6
USAboundaries==0.3.1 <
> wactor==0.0.1
waldo==0.2.3 | waldo==0.2.4
webdriver==1.0.5 <
xfun==0.20 | xfun==0.21
> yarrr==0.1.5
== Comparing pip freeze ==
cffi==1.14.4 | cffi==1.14.5
ipykernel==5.4.3 | ipykernel==5.5.0
prompt-toolkit==3.0.14 | prompt-toolkit==3.0.16
Pygments==2.7.4 | Pygments==2.8.0
pyzmq==22.0.2 | pyzmq==22.0.3
tqdm==4.56.1 | tqdm==4.57.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libzstd-dev:amd64==1.3.8+dfsg-3 | libzstd-dev:amd64==1.3.8+dfsg-3+deb10u2
libzstd1:amd64==1.3.8+dfsg-3 | libzstd1:amd64==1.3.8+dfsg-3+deb10u2
v34 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v34
== Comparing Rscript /tools/r_list_versions.R | sort ==
AID==2.5 <
> ald==1.2
> AppliedPredictiveModeling==1.1-7
arulesSequences==0.2-24 <
audio==0.1-7 <
BallMapper==0.2.0 | Ball==1.3.9
bamlss==1.1-2 <
> bayesAB==1.1.2
BCBCSF==1.0-1 <
> bench==1.1.1
bigrquery==1.3.2 | bigrquery==1.2.0
> blockmodels==1.1.1
bootstrap==2019.6 <
> breakDown==0.2.0
broomExtra==4.0.0 <
broom.mixed==0.2.5 <
> bst==0.3-17
> care==1.1.10
catboost==0.23.2 <
CCP==1.1 <
> CDM==7.5-15
> CGPfunctions==0.6.0
> ChainLadder==0.2.11
ChannelAttribution==1.17 <
> clarkeTest==0.1.0
cli==2.3.0 | cli==2.3.1
clubSandwich==0.4.2 <
ClusterR==1.2.1 <
clusteval==0.1 <
> cmm==0.12
> colordistance==1.1.0
compare==0.2-6 <
compareGroups==4.4.1 <
condMVNorm==2020.1 <
coronavirus==0.1.0 <
correlation==0.2.0 <
> countcolors==0.9.1
> cplm==0.7-8
csv==0.5.5 <
cutpointr==1.0.2 <
> cwhmisc==6.6
> DALEXtra==0.2.1
> DAMisc==1.5.4
> datarium==0.1.0
> datasauRus==0.1.4
data.tree==0.7.11 <
desc==1.2.0 | desc==1.3.0
dgof==1.2 | dfexplore==0.2.1
> dHSIC==2.1
dominanceanalysis==1.3.0 <
dplyr==1.0.4 | dplyr==1.0.5
> dummy==0.1.3
> dunn.test==1.3.5
> dynamicTreeCut==1.63-1
> dynlm==0.3-6
echarts4r==0.2.3 <
embed==0.0.6 <
> emdist==0.3-1
> epiR==1.0-14
> ergm==3.10.4
> ExPosition==2.8.23
ez==4.4-0 <
> fANCOVA==0.5-1
farver==2.0.3 | farver==2.1.0
fastGHQuad==1.0 <
> fDMA==2.2.5
fdth==1.2-5 <
ff==2.2-14.2 <
ffbase==0.12.8 <
fftwtools==0.9-9 | fftwtools==0.9-11
> FinTS==0.4-6
fivethirtyeight==0.5.0 <
> flair==0.0.2
forecast==8.13 | ForeCA==0.2.4
> forecast==8.14
> ForecastComb==1.3.1
forestplot==1.9 | forestmangr==0.9.2
formatR==1.7 | formatR==1.8
fpp2==2.3 | fpp==0.5
> freqdist==0.1
> FSA==0.8.30
> FSelectorRcpp==0.3.3
> fUnitRoots==3042.79
gamboostLSS==2.0-1.1 <
> gamlr==1.13-5
gargle==0.5.0 | gargle==0.4.0
> geiger==2.0.6.4
> gets==0.22
> ggplot2movies==0.0.1
> ggRandomForests==2.0.1
ggsn==0.5.0 <
ggstatsplot==0.4.0 <
ggVennDiagram==0.3 <
glassoFast==1.0 | glm2==1.2.1
> glmnetUtils==1.1.5
Gmedian==1.2.5 <
> googledrive==1.0.0
> googlesheets4==0.1.1
> gpclib==1.5-6
gProfileR==0.7.0 <
grImport==0.9-3 <
grImport2==0.2-0 <
groupedstats==0.2.2 <
gtsummary==1.3.0 <
h2o4gpu==0.2.0 <
haplo.stats==1.7.9 <
HardyWeinberg==1.6.3 <
> hellno==0.0.1
histogram==0.0-25 <
> hnp==1.2-6
HTLR==0.4-2 | HSAUR2==1.1-17
> htmltab==0.7.1.1
> IC2==1.0-1
> ICS==1.3-1
> ICSNP==1.1-1
imager==0.42.3 | imager==0.42.7
> imagine==1.5.3
iml==0.10.0 <
insuranceData==1.0 <
interp==1.0-33 <
> intsvy==2.4
ipmisc==2.0.0 <
isoband==0.2.3 | isoband==0.2.4
> isotone==1.1-0
jmv==1.2.5 <
KRMM==1.0 <
> L1pack==0.38.19
languageR==1.5.0 <
learnr==0.10.1 <
> lfda==1.1.3
lift==0.0.2 | liger==1.0
lmPerm==2.1.0 <
LogicReg==1.6.2 <
lordif==0.3-3 <
> lpdensity==1.0
lsmeans==2.30-0 <
> MBCluster.Seq==1.0
mcbiopi==1.1.6 | mccr==0.4.4
Mcomp==2.8 <
metaBMA==0.6.2 <
metafor==2.4-0 <
metaplus==0.7-11 <
mfGARCH==0.1.9 <
> mipfp==3.2.1
> missRanger==2.1.0
> mlmRev==1.0-8
mltest==1.0.1 <
> modelStudio==1.0.2
> modelsummary==0.2.0
msigdbr==7.0.1 | mRMRe==2.1.0
> MSwM==1.4
> mtsdi==0.3.5
> multitaper==1.0-14
> MVA==1.0-6
> mvnfast==0.2.5
> NatureSounds==1.0.3
> ncbit==2013.03.29
ncmeta==0.2.0 <
NCmisc==1.1.6 <
neural==1.4.2.2 <
nhanesA==0.6.5 <
nor1mix==1.3-0 <
normtest==1.1 <
np==0.60-10 <
numbers==0.7-5 <
ompr==0.8.0 <
> optCluster==1.3.0
> optiscale==1.2
orcutt==2.3 <
pairwiseComparisons==0.3.0 | pageviews==0.3.0
panelr==0.7.2 <
papeR==1.0-4 <
> PASWR==1.1
pcse==1.9.1.1 <
pgirmess==1.6.9 <
> phonTools==0.2-2.1
pillar==1.4.7 | pillar==1.5.1
pkgload==1.1.0 | pkgload==1.2.0
plsdepot==0.1.17 <
> poLCA==1.4.1
> polysat==1.7-4
> pool==0.1.4.3
> powerAnalysis==0.2.1
> PReMiuM==3.2.3
> prettyGraphs==2.1.6
> prettyR==2.2-3
proftools==0.99-2 | profmem==0.5.0
projpred==1.1.6 <
ps==1.5.0 | ps==1.6.0
psd==1.2.0 <
> ptw==1.9-15
> pzfx==0.2.0
qicharts2==0.6.1 <
qs==0.23.6 | qs==0.24.1
randomForestExplainer==0.10.0 <
> RankAggreg==0.6.5
R.cache==0.14.0 <
rCAT==0.1.5 <
RcppArmadillo==0.10.2.1.0 | RcppArmadillo==0.10.2.2.0
RcppParallel==5.0.2 | RcppParallel==5.0.3
> rddensity==1.0
> rdrobust==0.99.7
> RDS==0.9-2
ReacTran==1.4.3.1 <
reader==1.0.6 <
readODS==1.6.7 <
> RedditExtractoR==2.1.5
renv==0.9.3 <
rfUtilities==2.1-5 <
rgenoud==5.8-3.0 <
RGraphics==3.0-1 <
riv==2.0-5 | rje==1.10.15
Rlof==1.1.1 <
RNetCDF==2.1-1 <
> rnn==0.9.8
> Rnumerai==2.1
ROCnReg==1.0 <
ROI==0.3-3 <
RoughSets==1.3-7 <
> rpostgis==1.4.3
rsvd==1.0.3 <
> ruimtehol==0.2.3
runner==0.3.5 | ruta==1.1.0
> Rvcg==0.19.1
> sapa==2.0-2
> sciplot==1.2-0
sda==1.3.7 <
> seismicRoll==1.1.3
> seleniumPipes==0.3.7
sendmailR==1.2-1 <
> servr==0.16
> shipunov==1.7
> sigmoid==0.3.0
> simstudy==0.1.16
> sn==1.6-1
SNPassoc==1.9-2 <
> spacyr==1.2.1
spBayes==0.4-3 <
spectralGraphTopology==0.2.0 <
> spind==2.2.0
SportsAnalytics==0.2 <
st==1.2.5 <
statsExpressions==0.4.1 <
statsr==0.1-0 <
stringfish==0.14.2 | stringfish==0.15.0
styler==1.3.2 | subplex==1.6
SuperLearner==2.0-26 <
> synthpop==1.5-1
table1==1.2 | TAM==3.4-26
tableone==0.11.1 <
taRifx==1.0.6.2 <
TDAmapper==1.0 <
textfeatures==0.3.3 <
textrecipes==0.2.0 <
tfse==0.5.0 <
tibble==3.0.6 | tibble==3.1.0
tidyBF==0.2.0 <
tidyfst==0.9.5 <
tidync==0.2.3 | tidypredict==0.4.5
tidyr==1.1.2 | tidyr==1.1.3
tiff==0.1-6 | tiff==0.1-7
tinytex==0.29 | tinytex==0.30
trajr==1.3.0 <
> trust==0.1-8
tsfknn==0.3.0 | tsfeatures==1.0.1
tswge==1.0.0 <
tune==0.1.2 | tune==0.1.3
unikn==0.2.0 | units==0.7-0
units==0.6-7 <
UScensus2000cdp==0.03 <
utf8==1.1.4 | utf8==1.2.1
varbvs==2.5-16 <
varrank==0.3 <
> vembedr==0.1.3
versions==0.3 <
> vwr==0.3.0
waldo==0.2.4 | waldo==0.2.5
wildcard==1.1.0 | wikipediatrend==2.1.4
workflows==0.2.1 | workflows==0.2.2
WRS2==1.0-0 <
xfun==0.21 | xfun==0.22
xkcd==0.0.6 <
zoo==1.8-8 | zoo==1.8-9
== Comparing pip freeze ==
defusedxml==0.6.0 | defusedxml==0.7.1
importlib-metadata==3.4.0 | importlib-metadata==3.7.3
ipython==7.20.0 | ipython==7.21.0
jupyter-client==6.1.11 | jupyter-client==6.1.12
nbclient==0.5.2 | nbclient==0.5.3
papermill==2.3.2 | papermill==2.3.3
prompt-toolkit==3.0.16 | prompt-toolkit==3.0.17
Pygments==2.8.0 | Pygments==2.8.1
tenacity==6.3.1 | tenacity==7.0.0
tqdm==4.57.0 | tqdm==4.59.0
zipp==3.4.0 | zipp==3.4.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libnode-dev:amd64==10.23.1~dfsg-1~deb10u1 | libnode-dev:amd64==10.24.0~dfsg-1~deb10u1
libnode64:amd64==10.23.1~dfsg-1~deb10u1 | libnode64:amd64==10.24.0~dfsg-1~deb10u1
libtiff-dev:amd64==4.1.0+git191...
v31 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v31
== Comparing Rscript /tools/r_list_versions.R | sort ==
> aCRM==0.1.1
> adehabitatHR==0.4.18
> adehabitatLT==0.3.25
> adehabitatMA==0.3.14
akmeans==1.1 <
> ANN2==2.3.4
> apaTables==2.0.5
> apexcharter==0.1.8
AppliedPredictiveModeling==1.1-7 <
> arfima==1.7-0
ARTool==0.10.8 <
> arulesSequences==0.2-25
> aspace==3.2
> assertive==0.3-6
> assertive.base==0.0-7
> assertive.code==0.0-3
> assertive.data==0.0-3
> assertive.data.uk==0.0-2
> assertive.data.us==0.0-2
> assertive.datetimes==0.0-3
> assertive.files==0.0-2
> assertive.matrices==0.0-2
> assertive.models==0.0-2
> assertive.numbers==0.0-2
> assertive.properties==0.0-4
> assertive.reflection==0.0-5
> assertive.sets==0.0-3
> assertive.strings==0.0-3
> assertive.types==0.0-3
> baguette==0.1.0
BatchGetSymbols==2.5.7 <
bayfoxr==0.0.1 <
> Benchmarking==0.29
> biganalytics==1.1.21
biglm==0.9-2 | biglm==0.9-2.1
bigsplines==1.1-1 <
> binman==0.1.2
> binr==1.1
> biomod2==3.4.6
> bipartite==2.15
> birankr==1.0.1
blavaan==0.3-12 <
blockmatrix==1.0 <
BNN==1.0.2 <
boostmtree==1.4.1 <
> brainGraph==3.0.0
> brant==0.3-0
brnn==0.8 <
bst==0.3-23 <
> butcher==0.1.2
calibrate==1.7.7 <
> carat==1.4
> care==1.1.10
caschrono==2.2 | cat==0.0-6.5
cellWise==2.2.1 | cellWise==2.2.3
> CGPfunctions==0.6.3
> ChannelAttribution==2.0.2
circular==0.4-93 <
classifierplots==1.4.0 <
cleaner==1.5.0 | cleaner==1.5.1
cli==2.1.0 | cli==2.2.0
> clime==0.4.1
clue==0.3-57 | clue==0.3-58
clusterGeneration==1.3.5 | clusterGeneration==1.3.6
> ClustVarLV==2.0.1
collapsibleTree==0.1.7 <
> colorRamps==2.3
compareDF==2.3.0 <
complexplus==2.1 <
CompQuadForm==1.4.3 <
CondIndTests==0.1.5 | conditionz==0.1.0
> coronavirus==0.3.0
correlation==0.4.0 | correlation==0.5.0
corrr==0.4.2 | corrr==0.4.3
COUNT==1.3.4 <
> CPAT==0.1.0
cubelyr==1.0.0 | cubelyr==1.0.1
> cutpointr==1.0.32
d3r==0.9.0 | d3r==0.9.1
> dae==3.1-32
dapr==0.0.3 <
ddalpha==1.3.11 <
dendroTools==1.0.9 <
> devEMF==4.0-2
dHSIC==2.1 | dgof==1.2
dismo==1.3-2 | discreteRV==1.2.2
> dismo==1.3-3
> dmm==2.1-6
> easyalluvial==0.2.3
> easycsv==1.0.8
> easypackages==0.1.0
edgar==2.0.3 | ecospat==3.1
eegkitdata==1.0 | edgebundleR==0.1.4
> editData==0.1.2
elo==2.1.1 <
> EMD==1.5.8
emojifont==0.5.3 <
> ENMeval==0.3.1
ergm==3.11.0 <
estimatr==0.26.0 <
exactextractr==0.5.0 | exactextractr==0.5.1
> exams==2.3-6
ExPosition==2.8.23 <
> FactoInvestigate==1.6
fairness==1.1.1 | FAdist==2.3
> fairness==1.2.0
farff==1.1 | faraway==1.0.7
fastDummies==1.6.2 | fastclime==1.4.1
> fastDummies==1.6.3
> fasterize==1.0.3
fastmatrix==0.2-3571 | fastmatrix==0.3
fda==5.1.5.1 | fda==5.1.7
> fds==1.8
> filehash==2.4-2
flextable==0.5.11 | flextable==0.6.0
fossil==0.4.0 <
fpp2==2.4 <
fpp3==0.3 <
freqdom==2.0.1 <
> fuzzyforest==1.0.8
> GADMTools==3.8-1
gbutils==0.4-0 <
> gdistance==1.3-6
> gee==4.13-20
geigen==2.3 <
> GENEAread==2.0.9
> geoaxe==0.1.0
> geojsonR==1.0.8
geometries==0.1.0 | geometries==0.2.0
geonames==0.999 <
ggeffects==0.16.0 | ggeffects==1.0.0
ggmcmc==1.5.0 <
ggplotlyExtra==0.0.1 <
gh==1.1.0 | gh==1.2.0
> gitcreds==0.1.0
> glassoFast==1.0
> glmmML==1.1.1
globals==0.13.1 | globals==0.14.0
> googleAnalyticsR==0.8.0
googleComputeEngineR==0.3.0 <
gplots==3.1.0 | gplots==3.1.1
greybox==0.6.3 | greybox==0.6.4
gridtext==0.1.1 | gridtext==0.1.3
groupedstats==1.0.2 | groupedstats==2.0.0
> grplasso==0.4-7
GSODR==2.1.2 <
gsw==1.0-5 <
> gWidgets2==1.0-8
hapassoc==1.2-8 <
hdi==0.1-7 <
> hdrcde==3.3
> HDtest==2.1
heatmap.plus==1.3 | HelpersMG==4.3
> hildareadR==0.1.0
histogram==0.0-25 | hmeasure==1.0-2
Hmisc==4.4-1 | Hmisc==4.4-2
> httpcache==1.1.0
ifultools==2.0-5 | ifultools==2.0-19
IM==1.0 <
imfr==0.1.9.1 <
IncDTW==1.1.4.2 <
inline==0.3.16 | inline==0.3.17
insight==0.10.0 | insight==0.11.0
InvariantCausalPrediction==0.8 <
isdparser==0.4.0 <
isoband==0.2.2 | isoband==0.2.3
ISOweek==0.6-2 <
> kde1d==1.0.3
> kernelFactory==0.3.0
> kmed==0.3.0
> L1pack==0.38.196
latex2exp==0.4.0 <
> LDAvis==0.3.2
> leafem==0.1.3
> leaflet.extras==1.0.0
> leafpm==0.1.0
> lfda==1.1.3
lightgbm==2.3.1 | lightgbm==3.1.0
> lindia==0.9
> lisrelToR==0.1.4
lme4==1.1-25 | lme4==1.1-26
longmemo==1.1-2 <
LongMemoryTS==0.1.0 <
magrittr==1.5 | magrittr==2.0.1
> makedummies==1.2.1
> mapedit==0.6.0
> mapview==2.9.0
> MAT==2.2
MatchIt==4.0.0 | MatchIt==4.0.1
maxLik==1.4-4 | maxLik==1.4-6
> maxnet==0.1.2
MBCluster.Seq==1.0 <
mclust==5.4.6 | mccr==0.4.4
> mclust==5.4.7
mediation==4.5.0 <
memisc==0.99.27.2 | memisc==0.99.27.3
> miniCRAN==0.2.14
miraculix==0.9.20 | mipred==0.0.1
> missMDA==1.17
> MixSim==1.1-3
mize==0.2.4 <
mlflow==1.12.0 | mlflow==1.12.1
> mlmRev==1.0-8
MLPUGS==0.2.0 <
mlr3data==0.2.1 <
mlr3db==0.2.0 <
mlr3misc==0.5.0 | mlr3misc==0.6.0
mlr3verse==0.1.3 <
> mmap==0.6-19
modelplotr==1.1.0 <
> moderndive==0.5.0
mongolite==2.2.0 | mongolite==2.2.1
> MonteCarlo==1.0.6
> MSwM==1.4
> multiApply==2.1.1
> multilevel==2.6
> mvnfast==0.2.5.1
mvtsplot==1.0-1 <
> nadiv==2.16.2.0
NatureSounds==1.0.3 <
> nbconvertR==1.3.2
nodeHarvest==0.7-3 | nor1mix==1.3-0
nonnest2==0.5-5 <
oce==1.2-0 | oai==0.3.0
okcupiddata==0.1.0 <
openair==2.7-6 | openair==2.8-0
> OpenMx==2.18.1
optCluster==1.3.0 <
> optiRum==0.40.1
> pa==1.2-1
parameters==0.9.0 | parallelSVM==0.1-9
> parameters==0.10.0
> params==0.6.1
pbs==1.1 <
performance==0.5.1 | performance==0.6.0
> performanceEstimation==1.1.0
phonTools==0.2-2.1 <
> picante==1.8.2
pillar==1.4.6 | pillar==1.4.7
> pins==0.4.4
plsgenomics==1.5-2 <
pmml==2.3.1 <
polyCub==0.7.1 <
> pps==0.94
prcr==0.2.1 <
> PresenceAbsence==1.1.9
prettyGraphs==2.1.6 <
> prettyR==2.2-3
processx==3.4.4 | processx==3.4.5
> propagate==1.0-6
> protolite==2.1
> psycho==0.5.0
> psychometric==2.2
psymonitor==0.0.2 | Publish==2020.11.30
Publish==2020.10.27 <
qs==0.23.3 | qs==0.23.4
Qtools==1.5.2 | Qtools==1.5.3
> qualtRics==3.1.3
questionr==0.7.3 | questionr==0.7.4
R2OpenBUGS==3.2-3.2.1 <
> rainbow==3.6
> ralger==2.2.0
> randomNames==1.4-0.0
> randtoolbox==1.30.1
RankAggreg==0.6.6 <
rbibutils==1.4 | rbenchmark==1.0.0
> rbibutils==2.0
> rbison==1.0.0
> Rborist==0.2-3
RcppArmadillo==0.10.1.0.0 | RcppArmadillo==0.10.1.2.0
> RDocumentation==0.8.2
> ReacTran==1.4.3.1
> rebird==1.1.0
refund==0.1-22 <
regressoR==1.1.9 | regsem==1.6.2
> revgeo==0.15
> rFerns==4.0.0
> rgbif==3.4.0
rgenoud==5.8-3.0 <
> rhandsontable==0.3.7
riem==0.1.1 | ridigbio==0.3.5
riskParityPortfolio==0.2.1 | RiskPortfolios==2.1.4
rlang==0.4.8 | rlang==0.4.9
> rlas==1.3.7
> rlecuyer==0.3-5
Rlof==1.1.2 | RMariaDB==1.0.10
RLRsim==3.1-6 <
rmdformats==0.3.7 | rmdformats==1.0.0
RMediation==1.1.4 | rmeta==3.0
rms==6...
v31 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v31
== Comparing Rscript /tools/r_list_versions.R | sort ==
> aCRM==0.1.1
> adehabitatHR==0.4.18
> adehabitatLT==0.3.25
> adehabitatMA==0.3.14
akmeans==1.1 <
> ANN2==2.3.4
> apaTables==2.0.5
> apexcharter==0.1.8
AppliedPredictiveModeling==1.1-7 <
> arfima==1.7-0
ARTool==0.10.8 <
> arulesSequences==0.2-25
> aspace==3.2
> assertive==0.3-6
> assertive.base==0.0-7
> assertive.code==0.0-3
> assertive.data==0.0-3
> assertive.data.uk==0.0-2
> assertive.data.us==0.0-2
> assertive.datetimes==0.0-3
> assertive.files==0.0-2
> assertive.matrices==0.0-2
> assertive.models==0.0-2
> assertive.numbers==0.0-2
> assertive.properties==0.0-4
> assertive.reflection==0.0-5
> assertive.sets==0.0-3
> assertive.strings==0.0-3
> assertive.types==0.0-3
> baguette==0.1.0
BatchGetSymbols==2.5.7 <
bayfoxr==0.0.1 <
> Benchmarking==0.29
> biganalytics==1.1.21
biglm==0.9-2 | biglm==0.9-2.1
bigsplines==1.1-1 <
> binman==0.1.2
> binr==1.1
> biomod2==3.4.6
> bipartite==2.15
> birankr==1.0.1
blavaan==0.3-12 <
blockmatrix==1.0 <
BNN==1.0.2 <
boostmtree==1.4.1 <
> brainGraph==3.0.0
> brant==0.3-0
brnn==0.8 <
bst==0.3-23 <
> butcher==0.1.2
calibrate==1.7.7 <
> carat==1.4
> care==1.1.10
caschrono==2.2 | cat==0.0-6.5
cellWise==2.2.1 | cellWise==2.2.3
> CGPfunctions==0.6.3
> ChannelAttribution==2.0.2
circular==0.4-93 <
classifierplots==1.4.0 <
cleaner==1.5.0 | cleaner==1.5.1
cli==2.1.0 | cli==2.2.0
> clime==0.4.1
clue==0.3-57 | clue==0.3-58
clusterGeneration==1.3.5 | clusterGeneration==1.3.6
> ClustVarLV==2.0.1
collapsibleTree==0.1.7 <
> colorRamps==2.3
compareDF==2.3.0 <
complexplus==2.1 <
CompQuadForm==1.4.3 <
CondIndTests==0.1.5 | conditionz==0.1.0
> coronavirus==0.3.0
correlation==0.4.0 | correlation==0.5.0
corrr==0.4.2 | corrr==0.4.3
COUNT==1.3.4 <
> CPAT==0.1.0
cubelyr==1.0.0 | cubelyr==1.0.1
> cutpointr==1.0.32
d3r==0.9.0 | d3r==0.9.1
> dae==3.1-32
dapr==0.0.3 <
ddalpha==1.3.11 <
dendroTools==1.0.9 <
> devEMF==4.0-2
dHSIC==2.1 | dgof==1.2
dismo==1.3-2 | discreteRV==1.2.2
> dismo==1.3-3
> dmm==2.1-6
> easyalluvial==0.2.3
> easycsv==1.0.8
> easypackages==0.1.0
edgar==2.0.3 | ecospat==3.1
eegkitdata==1.0 | edgebundleR==0.1.4
> editData==0.1.2
elo==2.1.1 <
> EMD==1.5.8
emojifont==0.5.3 <
> ENMeval==0.3.1
ergm==3.11.0 <
estimatr==0.26.0 <
exactextractr==0.5.0 | exactextractr==0.5.1
> exams==2.3-6
ExPosition==2.8.23 <
> FactoInvestigate==1.6
fairness==1.1.1 | FAdist==2.3
> fairness==1.2.0
farff==1.1 | faraway==1.0.7
fastDummies==1.6.2 | fastclime==1.4.1
> fastDummies==1.6.3
> fasterize==1.0.3
fastmatrix==0.2-3571 | fastmatrix==0.3
fda==5.1.5.1 | fda==5.1.7
> fds==1.8
> filehash==2.4-2
flextable==0.5.11 | flextable==0.6.0
fossil==0.4.0 <
fpp2==2.4 <
fpp3==0.3 <
freqdom==2.0.1 <
> fuzzyforest==1.0.8
> GADMTools==3.8-1
gbutils==0.4-0 <
> gdistance==1.3-6
> gee==4.13-20
geigen==2.3 <
> GENEAread==2.0.9
> geoaxe==0.1.0
> geojsonR==1.0.8
geometries==0.1.0 | geometries==0.2.0
geonames==0.999 <
ggeffects==0.16.0 | ggeffects==1.0.0
ggmcmc==1.5.0 <
ggplotlyExtra==0.0.1 <
gh==1.1.0 | gh==1.2.0
> gitcreds==0.1.0
> glassoFast==1.0
> glmmML==1.1.1
globals==0.13.1 | globals==0.14.0
> googleAnalyticsR==0.8.0
googleComputeEngineR==0.3.0 <
gplots==3.1.0 | gplots==3.1.1
greybox==0.6.3 | greybox==0.6.4
gridtext==0.1.1 | gridtext==0.1.3
groupedstats==1.0.2 | groupedstats==2.0.0
> grplasso==0.4-7
GSODR==2.1.2 <
gsw==1.0-5 <
> gWidgets2==1.0-8
hapassoc==1.2-8 <
hdi==0.1-7 <
> hdrcde==3.3
> HDtest==2.1
heatmap.plus==1.3 | HelpersMG==4.3
> hildareadR==0.1.0
histogram==0.0-25 | hmeasure==1.0-2
Hmisc==4.4-1 | Hmisc==4.4-2
> httpcache==1.1.0
ifultools==2.0-5 | ifultools==2.0-19
IM==1.0 <
imfr==0.1.9.1 <
IncDTW==1.1.4.2 <
inline==0.3.16 | inline==0.3.17
insight==0.10.0 | insight==0.11.0
InvariantCausalPrediction==0.8 <
isdparser==0.4.0 <
isoband==0.2.2 | isoband==0.2.3
ISOweek==0.6-2 <
> kde1d==1.0.3
> kernelFactory==0.3.0
> kmed==0.3.0
> L1pack==0.38.196
latex2exp==0.4.0 <
> LDAvis==0.3.2
> leafem==0.1.3
> leaflet.extras==1.0.0
> leafpm==0.1.0
> lfda==1.1.3
lightgbm==2.3.1 | lightgbm==3.1.0
> lindia==0.9
> lisrelToR==0.1.4
lme4==1.1-25 | lme4==1.1-26
longmemo==1.1-2 <
LongMemoryTS==0.1.0 <
magrittr==1.5 | magrittr==2.0.1
> makedummies==1.2.1
> mapedit==0.6.0
> mapview==2.9.0
> MAT==2.2
MatchIt==4.0.0 | MatchIt==4.0.1
maxLik==1.4-4 | maxLik==1.4-6
> maxnet==0.1.2
MBCluster.Seq==1.0 <
mclust==5.4.6 | mccr==0.4.4
> mclust==5.4.7
mediation==4.5.0 <
memisc==0.99.27.2 | memisc==0.99.27.3
> miniCRAN==0.2.14
miraculix==0.9.20 | mipred==0.0.1
> missMDA==1.17
> MixSim==1.1-3
mize==0.2.4 <
mlflow==1.12.0 | mlflow==1.12.1
> mlmRev==1.0-8
MLPUGS==0.2.0 <
mlr3data==0.2.1 <
mlr3db==0.2.0 <
mlr3misc==0.5.0 | mlr3misc==0.6.0
mlr3verse==0.1.3 <
> mmap==0.6-19
modelplotr==1.1.0 <
> moderndive==0.5.0
mongolite==2.2.0 | mongolite==2.2.1
> MonteCarlo==1.0.6
> MSwM==1.4
> multiApply==2.1.1
> multilevel==2.6
> mvnfast==0.2.5.1
mvtsplot==1.0-1 <
> nadiv==2.16.2.0
NatureSounds==1.0.3 <
> nbconvertR==1.3.2
nodeHarvest==0.7-3 | nor1mix==1.3-0
nonnest2==0.5-5 <
oce==1.2-0 | oai==0.3.0
okcupiddata==0.1.0 <
openair==2.7-6 | openair==2.8-0
> OpenMx==2.18.1
optCluster==1.3.0 <
> optiRum==0.40.1
> pa==1.2-1
parameters==0.9.0 | parallelSVM==0.1-9
> parameters==0.10.0
> params==0.6.1
pbs==1.1 <
performance==0.5.1 | performance==0.6.0
> performanceEstimation==1.1.0
phonTools==0.2-2.1 <
> picante==1.8.2
pillar==1.4.6 | pillar==1.4.7
> pins==0.4.4
plsgenomics==1.5-2 <
pmml==2.3.1 <
polyCub==0.7.1 <
> pps==0.94
prcr==0.2.1 <
> PresenceAbsence==1.1.9
prettyGraphs==2.1.6 <
> prettyR==2.2-3
processx==3.4.4 | processx==3.4.5
> propagate==1.0-6
> protolite==2.1
> psycho==0.5.0
> psychometric==2.2
psymonitor==0.0.2 | Publish==2020.11.30
Publish==2020.10.27 <
qs==0.23.3 | qs==0.23.4
Qtools==1.5.2 | Qtools==1.5.3
> qualtRics==3.1.3
questionr==0.7.3 | questionr==0.7.4
R2OpenBUGS==3.2-3.2.1 <
> rainbow==3.6
> ralger==2.2.0
> randomNames==1.4-0.0
> randtoolbox==1.30.1
RankAggreg==0.6.6 <
rbibutils==1.4 | rbenchmark==1.0.0
> rbibutils==2.0
> rbison==1.0.0
> Rborist==0.2-3
RcppArmadillo==0.10.1.0.0 | RcppArmadillo==0.10.1.2.0
> RDocumentation==0.8.2
> ReacTran==1.4.3.1
> rebird==1.1.0
refund==0.1-22 <
regressoR==1.1.9 | regsem==1.6.2
> revgeo==0.15
> rFerns==4.0.0
> rgbif==3.4.0
rgenoud==5.8-3.0 <
> rhandsontable==0.3.7
riem==0.1.1 | ridigbio==0.3.5
riskParityPortfolio==0.2.1 | RiskPortfolios==2.1.4
rlang==0.4.8 | rlang==0.4.9
> rlas==1.3.7
> rlecuyer==0.3-5
Rlof==1.1.2 | RMariaDB==1.0.10
RLRsim==3.1-6 <
rmdformats==0.3.7 | rmdformats==1.0.0
RMediation==1.1.4 | rmeta==3.0
rms==6.0-1 ...
v30 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v30
== Comparing Rscript /tools/r_list_versions.R | sort ==
> abc==2.1
> abc.data==1.0
ade4==1.7-15 | ade4==1.7-16
> admisc==0.11
> AICcmodavg==2.3-1
> ald==1.2
anomalize==0.2.1 | anocva==0.1.1
> anomalize==0.2.2
> aphid==1.3.3
> aricode==1.0.0
arrow==1.0.1 <
ARTool==0.10.7 | ARTool==0.10.8
assertive==0.3-6 <
assertive.base==0.0-7 <
assertive.code==0.0-3 <
assertive.data==0.0-3 <
assertive.data.uk==0.0-2 <
assertive.data.us==0.0-2 <
assertive.datetimes==0.0-3 <
assertive.files==0.0-2 <
assertive.matrices==0.0-2 <
assertive.models==0.0-2 <
assertive.numbers==0.0-2 <
assertive.properties==0.0-4 <
assertive.reflection==0.0-5 <
assertive.sets==0.0-3 <
assertive.strings==0.0-3 <
assertive.types==0.0-3 <
backports==1.1.10 | backports==1.2.0
> BallMapper==0.2.0
> base64url==1.4
bayestestR==0.7.2 | bayestestR==0.7.5
> beanplot==1.2
> betareg==3.1-3
> bibliometrix==3.0.3
bigparallelr==0.2.5 | bigparallelr==0.3.0
bigstatsr==1.2.3 | bigsplines==1.1-1
> bigstatsr==1.3.1
> bindata==0.9-19
binman==0.1.2 <
blavaan==0.3-10 | biwavelet==0.20.19
> blavaan==0.3-12
BMTME==1.0.19 <
> bodenmiller==0.1
> bookdown==0.21
BradleyTerry2==1.1-2 <
brglm==0.7.1 | brglm2==0.7.0
brglm2==0.6.2 <
brms==2.14.0 | brms==2.14.4
broom==0.7.1 | broom==0.7.2
> broomExtra==4.1.0
bst==0.3-21 | BSDA==1.2.0
> bst==0.3-23
BTYD==2.4 | bvarsv==1.1
> BWStest==0.2.2
CaDENCE==1.2.5 <
care==1.1.10 <
> cartography==2.4.2
cat==0.0-6.5 <
cattonum==0.0.5 <
cdata==1.1.8 | cdata==1.1.9
> cellWise==2.2.1
> centiserve==1.0.0
circlize==0.4.10 | CINNA==1.1.53
> circlize==0.4.11
> ciTools==0.6.1
> cld2==1.2
> cleanNLP==3.0.3
> clusterCrit==1.2.8
clustMixType==0.2-5 | clustMixType==0.2-9
cobs==1.3-4 <
> coinmarketcapr==0.3.2
> cointReg==0.2.0
colordistance==1.1.0 | colordistance==1.1.1
colorRamps==2.3 | colorspace==2.0-0
colorspace==1.4-1 <
colourvalues==0.3.5 | colourvalues==0.3.6
compositions==2.0-0 <
> comprehenr==0.6.8
cplm==0.7-8 | cplm==0.7-9
cpp11==0.2.3 | cpp11==0.2.4
> cppRouting==2.0
crfsuite==0.3.4 <
> cSEM==0.3.0
cvms==1.1.0 | cvms==1.2.0
> CVST==0.2-2
DALEX==2.0 | DALEX==2.0.1
> dashboard==0.1.0
DataExplorer==0.8.1 | dataQualityR==1.0
dataPreparation==0.4.3 | data.table==1.13.2
datarobot==2.17.1 <
datasauRus==0.1.4 <
data.table==1.13.0 <
> datetime==0.1.4
dbmss==2.7-1 | dbplyr==2.0.0
dbplyr==1.4.4 <
dcurver==0.9.1 | DCCA==0.1.1
> dcurver==0.9.2
Delaporte==7.0.3 | deepboost==0.1.6
deldir==0.1-29 | deflateBR==1.1.2
demography==1.22 | Delaporte==7.0.5
> deldir==0.2-3
dendroTools==1.0.7 | dendroTools==1.0.9
> denstrip==1.5.4
Deriv==4.1.0 | depmixS4==1.4-2
> Deriv==4.1.1
DiceKriging==1.5.6 | DiceKriging==1.5.8
digest==0.6.25 | diffobj==0.3.2
> digest==0.6.27
> dimensionsR==0.0.2
> DIMORA==0.1.0
> dimRed==0.2.3
dismo==1.1-4 | dismo==1.3-2
> distances==0.1.8
do==1.5.0.0 | doBy==4.6.8
doBy==4.6.7 <
doMC==1.3.6 | doMC==1.3.7
doParallel==1.0.15 | doParallel==1.0.16
doSNOW==1.0.18 | doSNOW==1.0.19
downlit==0.2.0 | downlit==0.2.1
> drake==7.12.7
> DRR==0.0.4
> dummy==0.1.3
> DunnettTests==2.0
> dunn.test==1.3.5
> dyn==0.2-9.6
easyalluvial==0.2.3 | easyr==0.5-2
Ecdat==0.3-7 | Ecdat==0.3-9
Ecfun==0.2-2 | Ecfun==0.2-4
echarts4r==0.3.2 | echarts4r==0.3.3
ecp==3.1.2 | edgar==2.0.3
> eegkitdata==1.0
effectsize==0.3.3 | effectsize==0.4.0
embed==0.1.1 | embed==0.1.3
emmeans==1.5.1 | emmeans==1.5.2-1
EnvStats==2.3.1 | EnvStats==2.4.0
Epi==2.41 | Epi==2.42
> eRm==1.0-1
> esquisse==0.3.1
exactextractr==0.4.0 | exactextractr==0.5.0
ExpDes==1.2.0 | ExPanDaR==0.5.1
expss==0.10.6 | expss==0.10.7
> ez==4.4-0
faraway==1.0.7 <
fastcluster==1.1.25 <
> fastGHQuad==1.0
> fastshap==0.0.5
> fdth==1.2-5
> filelock==1.0.2
> finalfit==1.0.2
> fingerprint==3.5.7
> fit.models==0.64
> fivethirtyeight==0.6.1
> FKF==0.1.7
> flexsurv==1.1.1
> FOCI==0.1.2
foreach==1.5.0 | foreach==1.5.1
> forecastML==0.9.0
Formula==1.2-3 | Formula==1.2-4
> FSA==0.8.31
ftsa==5.9 | FunCluster==1.09
furrr==0.2.0 | furrr==0.2.1
future==1.19.1 | future==1.20.1
> FuzzyR==2.3
> fxtract==0.9.4
> gains==1.2
> gameofthrones==1.0.2
> gbutils==0.4-0
> gcookbook==2.0
> GDAtools==1.5
generics==0.0.2 | generics==0.1.0
> geniusr==1.2.0
geodist==0.0.4 | geodist==0.0.6
> geohashTools==0.3.1
gganimate==1.0.6 | gganimate==1.0.7
ggdist==2.2.0 | ggdist==2.3.0
> ggparallel==0.2.0
ggpmisc==0.3.6 | ggpmisc==0.3.7
ggraph==2.0.3 | ggraph==2.0.4
> ggvoronoi==0.8.3
> gistr==0.9.0
githubinstall==0.2.2 <
> glcm==1.6.5
glmmLasso==1.5.1 <
glmnetUtils==1.1.6 | glmx==0.1-1
> gmm==1.6-5
gmt==2.0-1 <
googlePolylines==0.7.2 | googlePolylines==0.8.1
googleVis==0.6.6 | googleVis==0.6.9
graphicalVAR==0.2.3 | graphframes==0.1.2
graphlayouts==0.7.0 | graphicalVAR==0.2.4
greta==0.3.1 | graphlayouts==0.7.1
greybox==0.6.2 | greybox==0.6.3
> grf==1.2.0
growth==1.1.1 | groupedstats==1.0.2
> gtsummary==1.3.5
h2o==3.30.1.3 | h2o==3.32.0.1
haplo.stats==1.8.5 | haplo.stats==1.8.6
hardhat==0.1.4 | hardhat==0.1.5
> harrypotter==2.1.1
hashFunction==1.0 <
> hchinamap==0.1.0
> hdf5r==1.3.3
hdrcde==3.3 <
HelpersMG==4.3 | heplots==1.3-7
heplots==1.3-5 | here==1.0.0
here==0.1 <
> highfrequency==0.7.0.1
> HMM==1.0
> hnp==1.2-6
> HRW==1.0-3
huxtable==5.1.0 | huxtable==5.1.1
> hydroGOF==0.4-0
> hydroTSM==0.6-0
> ica==1.0-2
IDPmisc==1.1.20 <
> impimp==0.3.1
> imptree==0.5.1
incidence==1.7.2 | incidence==1.7.3
insight==0.9.6 | insight==0.10.0
> IntegratedMRF==1.1.9
> intrinsicDimension==1.2.0
> ipmisc==4.1.0
> ISOweek==0.6-2
iterators==1.0.12 | iterators==1.0.13
itsmr==1.9 <
> jcolors==0.0.4
jmuOutlier==2.2 | Jmisc==0.3.1
> jmv==1.2.23
> jmvcore==1.2.23
jtools==2.1.0 | jtools==2.1.1
kableExtra==1.2.1 | kableExtra==1.3.1
> kmer==1.1.2
koRpus==0.13-2 | koRpus==0.13-3
koRpus.lang.en==0.1-3 | koRpus.lang.en==0.1-4
> kSamples==1.2-9
> kselection==0.2.0
labeling==0.3 | labeling==0.4.2
> LaF==0.8.4
> lagged==0.3-0
> LaplacesDemon==16.1.4
lava==1.6.8 | lava==1.6.8.1
leafem==0.1.3 | ldat==0.3.3
> leafsync==0.1.0
lemon==0.4.5 | leiden==0.3.5
> lfe==2.8-5.1
lgr==0.3.4 | lgr==0.4.1
> limSolve==1.5.6
> liquidSVM==1.2.4
lle==1.1 | lme4==1.1-25
lme4==1.1-23 | lmerTest==3.1-3
lmerTest==3.1-2 <
> lmSupport==2.9.13
> lobstr==1.1.1
> logistf==1.24
> logspline==2.1.16
> lsmeans==2.30-0
lubridate==1.7.9 | lubridate==1.7.9.2
> lvec==0.2.2
magick==2.4.0 | magick==2.5.2
> MALDIquant==1.19.3
mapsapi==0.4.7 <
mapview==2.9.0 <
> markovchain==0.8.5-2
MatchIt==3.0.2 | MatchIt==4.0.0
> matlab==1.0.2
MBC==0.10-4 | MBC==0.10-5
> mc2d==0.1-18
mccf1==1.1 <
MCMCglmm==2.29 <
> mctest==1.3.1
> measurements==1.4.0
memisc==0.99.25.6 | memisc==0.99.27.2
> metaBMA==0.6.5
> metaplus==0.7-11
> mfx==1.2-2
mice==3.11.0 | mice==3.12.0
> miic==1.5.3
minerva==1.5.8 <
mirt==1.32.1 | mirt==1.33.2
...