Releases: Kaggle/docker-rstats
Releases · Kaggle/docker-rstats
v51 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v51
== Comparing Rscript /tools/r_list_versions.R | sort ==
> abd==0.2-8
> abjutils==0.3.2
> AcceptanceSampling==1.0-8
adagio==0.8.5 <
ade4==1.7-19 | ade4==1.7-20
afex==1.1-1 | afex==1.2-0
AFR==0.2.1 <
> agtboost==0.9.3
> AICcmodavg==2.3-1
alphashape3d==1.3.1 <
ALSM==0.2.0 | amap==0.8-19
amap==0.8-18 | Amelia==1.8.1
Amelia==1.8.0 <
> anocva==0.1.1
> apcluster==1.4.10
apollo==0.2.8 <
archive==1.1.5 | ARDL==0.2.1
> areal==0.1.8
> aricode==1.0.1
arrow==9.0.0.2 | arrow==10.0.1
arules==1.7-4 | arules==1.7-5
AsioHeaders==1.22.1-1 | AsioHeaders==1.22.1-2
assertr==2.8 | assertr==3.0.0
> assist==3.1.8
> attempt==0.3.1
autoFRK==1.4.3 | autothresholdr==1.4.0
automap==1.0-16 <
aws.signature==0.6.0 <
> barcode==1.3.0
> BART==2.9
base64url==1.4 | baseballr==1.3.0
baseline==1.3-4 | basefun==1.1-3
BasketballAnalyzeR==0.5.0 <
bayesm==3.1-4 | bayesm==3.1-5
bayesplot==1.9.0 | bayesplot==1.10.0
bayesrules==0.0.2 <
bbotk==0.5.4 | bbotk==0.7.2
> BDEsize==1.6
> BDgraph==2.71
beanplot==1.3.1 <
> Benchmarking==0.31
BiasedUrn==1.07 | BiasedUrn==2.0.8
bibtex==0.5.0 <
biclustermd==0.2.3 | biganalytics==1.1.21
> bigD==0.2.0
bigmemory.sri==0.1.3 | bigmemory==4.6.1
bigrquery==1.4.0 | bigmemory.sri==0.1.6
> bigrquery==1.4.1
> bindrcpp==0.2.2
binom==1.1-1.1 | bio3d==2.4-4
binr==1.1.1 <
bioacoustics==0.2.8 <
BiocManager==1.30.18 | BiocManager==1.30.19
> bioseq==0.1.4
BioStatR==3.1.2 <
bipartite==2.17 | bit==4.0.5
bit==4.0.4 <
blavaan==0.4-3 <
> BMS==0.3.5
> bnclassify==0.4.7
Bolstad2==1.0-29 | bonsai==0.2.1
bonsai==0.2.0 | bookdown==0.31
bookdown==0.29 | Boom==0.9.11
Boom==0.9.10 <
Boruta==7.0.0 | Boruta==8.0.0
bpca==1.3-4 | brant==0.3-0
> brglm==0.7.2
brnn==0.9.2 | Brobdingnag==1.2-9
Brobdingnag==1.2-7 <
broman==0.80 <
broom.helpers==1.9.0 | broom.helpers==1.10.0
bslib==0.4.0 | bslib==0.4.1
bsts==0.9.8 | bsts==0.9.9
bubblyr==0.1.2 <
C50==0.1.6 | bvls==1.4
> C50==0.1.7
calendR==1.1 <
callr==3.7.2 | callr==3.7.3
car==3.1-0 | captioner==2.2.3
CARBayes==5.3 | car==3.1-1
> CARBayesST==3.3
> care==1.1.11
cartography==3.0.1 | cartogram==0.2.2
> caschrono==2.3
CausalImpact==1.2.7 | CausalImpact==1.3.0
cba==0.2-21 | cba==0.2-23
> cclust==0.6-25
> cds==1.0.3
> cem==1.1.31
> changepoint==2.2.4
ChemoSpec==6.1.3 | checkpoint==1.0.2
ChemoSpecUtils==1.0.0 <
chilemapas==0.3.0 <
> choroplethrAdmin1==1.1.1
ckanr==0.6.0 | circular==0.4-95
> ciTools==0.6.1
> cld2==1.2.4
clue==0.3-61 | clue==0.3-63
clusterability==0.1.1.0 <
> clusterSim==0.50-1
> clustMixType==0.2-15
> clustree==0.5.0
cmm==0.12 | cmna==1.0.5
> cobalt==4.4.1
coinmarketcapr==0.4 <
collections==0.3.5 | collapsibleTree==0.1.7
> collections==0.3.6
colorhcplot==1.3.1 <
colourpicker==1.1.1 | colourpicker==1.2.0
compareGroups==4.5.1 | compareGroups==4.6.0
> Compind==2.6
> compositions==2.0-4
> comprehenr==0.6.10
> concatenate==1.0.0
> condMVNorm==2020.1
> coneproj==1.16
conText==1.1.0 | contentid==0.0.16
contrast==0.24.2 <
convertr==0.1 <
copula==1.1-0 | copula==1.1-1
CORElearn==1.56.0 | CORElearn==1.57.3
> correlationfunnel==0.2.0
> COUNT==1.3.4
> coxed==0.3.3
> coxphf==1.13.1
> crch==1.1-1
cropcircles==0.1.0 | cropcircles==0.1.1
crypto2==1.4.4 <
csv==0.6.2 <
Cubist==0.4.0 | Cubist==0.4.1
CVST==0.2-3 | cutpointr==1.1.2
> cvar==0.5
> cvAUC==1.1.4
> cvTools==0.3.2
> DatabionicSwarm==1.1.6
dataCompareR==0.1.4 <
datamods==1.3.4 | datamods==1.4.0
datasetsICR==1.0 | data.table==1.14.6
data.table==1.14.4 <
datawizard==0.6.2 | datawizard==0.6.4
date==1.2-39 | date==1.2-40
> dbplot==0.3.3
dbscan==1.1-10 | dbscan==1.1-11
> dcurver==0.9.2
deaR==1.3 | ddplot==0.0.1
> deaR==1.3.2
> decido==0.3.0
> DeclareDesign==1.0.0
> deducorrect==1.3.7
> deepboost==0.1.6
> deepregression==0.3.1
dendroextras==0.2.3 | densEstBayes==1.0-2.1
> denstrip==1.5.4
> DEoptim==2.2-8
> DepthProc==2.1.5
DescTools==0.99.46 | descriptr==0.5.2
deSolve==1.33 | DescTools==0.99.47
devEMF==4.1 | deSolve==1.34
> devEMF==4.1-1
> DFA==0.9.0
> DHARMa==0.4.6
dials==1.0.0 | dials==1.1.0
didrooRFM==1.0.0 <
diffdf==1.0.4 <
digest==0.6.29 | digest==0.6.31
dimRed==0.2.6 <
> discreteRV==1.2.2
dispmod==1.2 | distr==2.9.1
distr==2.8.0 | distrEx==2.9.0
distrEx==2.8.0 <
distributions3==0.2.1 <
distrom==1.0.1 | dlm==1.1-6
diversitree==0.9-16 | dlookr==0.6.1
dlm==1.1-5 | dlr==1.0.1
dlookr==0.6.0 | dm==1.0.3
doBy==4.6.13 <
docstring==1.0.0 <
DoubleML==0.5.1 | DoubleML==0.5.2
> downlit==0.4.2
> dplR==1.7.4
dreamerr==1.2.3 | drc==3.0-1
DRR==0.0.4 <
DT==0.25 | DT==0.26
duckdb==0.5.1 | duckdb==0.6.1
> dummy==0.1.3
e1071==1.7-11 | e1071==1.7-12
> easypackages==0.1.0
> easystats==0.6.0
> ecodist==2.0.9
> edfReader==1.2.1
> editrules==2.9.3
effectsize==0.8.0 | effectsize==0.8.2
eha==2.10.0 <
elevatr==0.4.2 <
EMCluster==0.2-14 | elo==3.0.1
> embed==1.0.0
> Epi==2.47
epiR==2.0.52 | epiR==2.0.54
ergm==4.2.3 | eplusr==0.15.3
> epwshiftr==0.1.3
> ergm==4.3.2
> esc==0.5.1
eurostat==3.7.10 | estimatr==1.0.0
> etm==1.1.1
> eulerr==7.0.0
evaluate==0.17 | evaluate==0.19
exactextractr==0.9.0 <
> ExPanDaR==0.5.3
explore==0.9.0 | explor==0.3.9
> ExPosition==2.8.23
> expss==0.11.4
FAdist==2.4 | fabricatr==1.0.0
> facebookadsR==0.1.0
fANCOVA==0.6-1 <
> fAssets==3042.84
fasterize==1.0.3 | fasterize==1.0.4
> fastshap==0.0.7
> fastText==1.0.3
faux==1.1.0 | fBasics==4021.93
fBasics==4021.92 | fclust==2.1.1.1
> fCopulae==4021.84
> fdapace==0.5.9
> FeatureHashing==0.9.1.5
> FeatureImpCluster==0.1.5
fGarch==4021.88 | fGarch==4022.89
filehash==2.4-3 | filelock==1.0.2
filehashSQLite==0.2-6 | filesstrings==3.2.3
filematrix==1.3 <
> fishualize==0.2.3
fixest==0.10.4 | fivethirtyeight==0.6.2
flextable==0.8.2 | flextable==0.8.3
fmsb==0.7.3 | fmsb==0.7.4
fontawesome==0.3.0 | fNonlinear==4021.81
> fontawesome==0.4.0
forecast==8.18 | forecast==8.19
ForecastComb==1.3.1 <
> forestmodel==0.6.2
> fpow==0.0-2
fracdiff==1.5-1 | fracdiff==1.5-2
fractaldim==0.8-5 | fredr==2.1.0
frbs==3.2-0 <
FSelectorRcpp==0.3.8 <
fst==0.9.4 | fst==0.9.8
> fstcore==0.9.12
> fun==0.3
> funprog==0.3.0
> funtimes==9.0
future==1.28.0 | future==1.29.0
future.apply==1.9.1 | future.apply==1.10.0
> fy==0.3.0
> GA==3.2.3
gam==1.20.2 | gam==1.22
gamlr==1.13-7 | gamlss==5.4-10
gamlss==5.4-3 <
> gamm4==0.2-6
> gap==1.3-1
> gap.datasets==0.0.5
> gapmap==0.1.0
> gbutils==0.5
gdalUtilities==1.2.1 | gdalcubes==0.6.2
> gdalUtilities==1.2.2
gee==4.13-24 | geckor==0.2.0
> gee==4.13-25
genalg==0.2.1 | geigen==2.3
> generalhoslem==1.3.4
> GeneralizedUmatrix==1.2.5
genius==2.2.3 | geniusr==1.2.1
GenOrd==1.4.0 <
geodist==0.0.7 | geodist==0.0.8
> geofacet==0.2.0
geohashTools==0.3.1 <
geojsonlint==0.4.0 | geojsonR==1.1.0
geosphere==1.5-14 | geoR==1.9-2
geostan==0.4.0 | geosphere==1.5-18
gert==1.9.1 | geostan==0.4.1
GetoptLong==1.0.5 | gert==1.9.2
ggborderline==0.1.0 <
ggdag==0.2.6 ...
v49 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v49
== Comparing Rscript /tools/r_list_versions.R | sort ==
abbreviate==0.1 <
adagio==0.8.4 <
adegenet==2.1.7 <
> AER==1.2-10
> afex==1.1-1
> AFR==0.1.0
ahptopsis2n==0.2.0 | AICcmodavg==2.3-1
> AID==2.7
alabama==2022.4-1 <
alpaca==0.3.3 | alphashape3d==1.3.1
amap==0.8-18 <
> anndata==0.7.5.4
apcluster==1.4.10 <
> aplpack==1.3.5
> apollo==0.2.8
areaplot==1.2.2 | arm==1.13-1
arfima==1.8-0 <
aricode==1.0.0 <
arkhe==0.5.0 <
arrow==8.0.0 | arrow==9.0.0
arules==1.7-3 | arules==1.7-4
arulesSequences==0.2-25 <
> assertr==2.8
astsa==1.15 | astsa==1.16
> asymmetry==2.0.4
auditor==1.3.3 | autocogs==0.1.4
autoFRK==1.4.3 | autoencoder==1.1
autothresholdr==1.4.0 <
aws.s3==0.3.21 <
Ball==1.3.12 <
BAS==1.6.2 | barplot3d==1.0.1
base64==2.0 | base64==2.0.1
basedosdados==0.2.1 | baseballr==1.3.0
bayesforecast==1.0.1 | BayesFM==0.1.5
bazar==1.0.11 <
bbotk==0.5.3 | bbotk==0.5.4
bcp==4.0.3 <
bda==15.2.5 <
BDgraph==2.67 <
beanplot==1.3.1 <
berryFunctions==1.21.14 <
BET==0.5.0 <
> bib2df==1.1.1
> bibtex==0.4.2.3
bigmemory==4.6.1 <
bigQueryR==0.5.0 <
> binancer==1.2.0
bindrcpp==0.2.2 | binman==0.1.3
binman==0.1.2 <
bios2mds==1.2.3 | Biodem==0.5
> BiodiversityR==2.14-4
bipartite==2.17 <
birk==2.1.2 <
biwavelet==0.20.21 | blavaan==0.4-3
> blme==1.0-5
blockcluster==4.5.1 <
bonsai==0.1.0 | Bolstad2==1.0-29
bookdown==0.27 | bonsai==0.2.0
> bookdown==0.29
> bootnet==1.5
Boruta==7.0.0 <
brant==0.3-0 <
brnn==0.9.2 <
broom==1.0.0 | broom==1.0.1
> brulee==0.1.0
bst==0.3-23 <
butcher==0.2.0 | bupaR==0.5.0
bvls==1.4 | butcher==0.3.0
> CADFtest==0.3-3
> cAIC4==1.0
callr==3.7.1 | callr==3.7.2
> candisc==0.8-6
> captioner==2.2.3
> car==3.1-0
> carat==2.0.2
> CARBayes==5.3
> CARBayesdata==3.0
caret==6.0-92 | caret==6.0-93
cartogram==0.2.2 | cartography==3.0.1
> cat==0.0-7
> causaldata==0.1.3
cba==0.2-21 | cbsodataR==0.5.1
cclust==0.6-24 <
> cdparcoord==1.0.1
cellWise==2.2.6 | cem==1.1.31
censored==0.1.0 <
censReg==0.5-34 <
ChannelAttribution==2.0.5 <
choiceDes==0.9-3 <
ChoiceModelR==1.3.0 <
CholWishart==1.1.2 <
> choroplethrAdmin1==1.1.1
circular==0.4-95 | ckanr==0.6.0
cld2==1.2.1 | cleanNLP==3.0.4
cleanNLP==3.0.3 | cli==3.4.0
cleanr==1.3.4 <
cli==3.3.0 <
climate==1.0.4 <
clock==0.6.0 | clock==0.6.1
clusterSim==0.50-1 <
cmaes==1.0-12 <
> cNORM==3.0.2
> cobalt==4.4.0
collapse==1.8.6 | cointReg==0.2.0
collapsibleTree==0.1.7 | collapse==1.8.8
colordistance==1.1.2 | colorhcplot==1.3.1
colourvalues==0.3.7 <
commonmark==1.7 | commonmark==1.8.0
compare==0.2-6 <
comprehenr==0.6.10 | CompQuadForm==1.4.3
> confintr==0.1.2
contrast==0.24.1 | convertr==0.1
coop==0.6-3 | copula==1.1-0
copent==0.2 <
corels==0.0.4 | coro==1.0.3
coro==1.0.2 <
correlation==0.8.1 | correlation==0.8.2
correlationfunnel==0.2.0 <
corrr==0.4.3 | corrr==0.4.4
COUNT==1.3.4 <
covidcast==0.4.2 | covr==3.6.1
covr==3.5.1 <
> coxed==0.3.3
critpath==0.1.4 <
crosstable==0.4.1 <
crul==1.2.0 | crul==1.3
crunch==1.30.0 | crypto2==1.4.4
CTT==2.3.3 | csv==0.6.2
cubature==2.0.4.4 | cubature==2.0.4.5
d3r==1.0.0 <
d3Tree==0.2.2 <
dae==3.2-13 <
dagitty==0.3-1 <
dataMaid==1.4.1 | datamods==1.3.4
dataMeta==0.1.1 <
datamods==1.3.3 <
> dataRetrieval==2.7.11
datasauRus==0.1.6 <
datasetsICR==1.0 <
datawizard==0.4.1 | datawizard==0.5.1
> datetime==0.1.4
> datos==0.5.0
> dbarts==0.9-22
dbnR==0.7.5 <
dcurver==0.9.2 <
ddalpha==1.3.13 <
deaR==1.2.5 <
DeclareDesign==1.0.0 <
deducorrect==1.3.7 <
deepnet==0.2.1 <
densEstBayes==1.0-2.1 <
> depmixS4==1.5-0
desc==1.4.1 | desc==1.4.2
DescTools==0.99.45 | DescTools==0.99.46
devtools==2.4.3 | devEMF==4.1
> devtools==2.4.1
dfoptim==2020.10-1 <
dHSIC==2.1 <
> DiagrammeRsvg==0.1
DiceKriging==1.6.0 <
dictionar6==0.1.3 <
dimensio==0.2.2 | DIMORA==0.3.0
DIMORA==0.2.0 <
discretization==1.0-1.1 <
discSurv==2.0.0 | dismo==1.3-8
dismo==1.3-5 | dispmod==1.2
distill==1.4 <
distr6==1.6.9 <
distributional==0.3.0 | distributional==0.3.1
dlm==1.1-5 | diversitree==0.9-16
dlnm==2.4.7 <
dlr==1.0.1 <
> docstring==1.0.0
dotenv==1.0.3 <
DoubleML==0.5.0 | DoubleML==0.5.1
downlit==0.4.2 <
dplR==1.7.4 | dplyr==1.0.10
dplyr==1.0.9 <
drat==0.2.3 | drc==3.0-1
DT==0.23 | DT==0.25
dtplyr==1.2.1 | dtplyr==1.2.2
dtwSat==0.2.7 | duckdb==0.5.0
duckdb==0.2.6 <
dvmisc==1.1.4 | dunn.test==1.3.5
dynpanel==0.1.0 | dynlm==0.3-6
easypackages==0.1.0 <
edfun==0.2.0 | ecm==6.3.0
> economiccomplexity==1.4.0
edgarWebR==1.1.0 | editData==0.1.8
editrules==2.9.3 | eeptools==1.2.4
eechidna==1.4.1 | effects==4.2-2
effectsize==0.7.0 | effectsize==0.7.0.5
> eigenmodel==1.11
elmNNRcpp==1.0.4 <
emdist==0.3-2 | embed==1.0.0
emmeans==1.7.5 | EMCluster==0.2-14
emuR==2.3.0 | energy==1.7-10
engsoccerdata==0.1.5 | EnsCat==1.1
ensembleR==0.1.0 <
EpiNow2==1.3.2 | esquisse==1.1.2
epitools==0.5-10.1 | estimability==1.4.1
equatiomatic==0.3.1 <
ergm==4.2.2 <
esquisse==1.1.1 <
estimability==1.4 <
estimatr==1.0.0 <
ETLUtils==1.5 <
evaluate==0.15 | evaluate==0.16
evolqg==0.2-9 | eventdataR==0.3.1
> evir==1.7-4
> exact2x2==1.6.6
exactextractr==0.8.2 | exactci==1.4-2
> exactRankTests==0.8-35
explore==0.8.0 | explore==0.9.0
fable==0.3.1 | fable==0.3.2
fabricatr==1.0.0 <
FactoClass==1.2.7 <
FAdist==2.4 <
> faraway==1.0.8
> farff==1.1.1
fastAdaboost==1.0.0 | fastai==2.2.0
fastcluster==1.2.3 <
FastKNN==0.0.1 <
fastmatrix==0.4-12 | fastmatrix==0.4-124
fastshap==0.0.7 | fastrmodels==1.0.2
fBasics==3042.89.2 | faux==1.1.0
fclust==2.1.1 | fBasics==4021.92
feasts==0.2.2 | feasts==0.3.0
FeatureHashing==0.9.1.4 <
ffscrapr==1.4.7 | FFTrees==1.7.0
fGarch==4021.86 | fGarch==4021.87
fields==14.0 | fields==14.1
filehashSQLite==0.2-6 <
filematrix==1.3 | finalfit==1.0.5
finetune==0.2.0 | FinCal==0.6.3
fingerprint==3.5.7 | finetune==1.0.0
finreportr==1.0.4 <
fit.models==0.64 <
> flashClust==1.01-2
flexdashboard==0.5.2 | flexdashboard==0.6.0
flextable==0.7.2 | flextable==0.8.0
flsa==1.5.2 <
FME==1.3.6.2 <
> fMultivar==4021.83
fontawesome==0.2.2 | fontawesome==0.3.0
forcats==0.5.1 | forcats==0.5.2
forecast==8.16 | forecast==8.17.0
> ForecastComb==1.3.1
forecastML==0.9.0 <
fresh==0.2.0 | freqparcoord==1.0.1
fritools==3.5.1 | FRK==2.0.6
> FSA==0.9.3
FSinR==2.0.5 | fslr==2.25.2
fslr==2.25.1 | fst==0.9.4
fst==0.9.8 | fueleconomy==1.0.0
fstcore==0.9.12 | fUnitRoots==4021.80
functional==0.6 <
funtimes==8.2 | furrr==0.3.1
furrr==0.3.0 <
future==1.26.1 | future==1.28.0
future.apply==1.9.0 | future.apply==1.9.1
GA==3.2.2 | FuzzyR==2.3.2
gamlss.dist==6.0-3 | gamlss.dist==6.0-5
gap.datasets==0.0.5 <
gargle==1.2.0 | gargle==1.2.1
gbm==2.1.8 | gbm==2.1.8.1
geepack==1.3.4 | geepack==1.3.9
geigen==2.3 <
gems==1.1.1 <
generalhoslem==1.3.4 <
geodata==0.4-6 <
geodist==0.0.7 <
geojson==0.3.4 <
geojsonio==0.9.4 <
geojsonR==1.1.0 <
> geomtextpath==0.1.1
> geoR==1.9-2
gert==1.6.0 | gert==1.8.0
getPass==0.2-2 | GetoptLong==1.0.5
gganimate==1.0.7 | gganimate==1.0.8
ggblanket==1.2.0 | ggborderline==0.1.0
ggdag==0....
v49 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v49
== Comparing Rscript /tools/r_list_versions.R | sort ==
abbreviate==0.1 <
adagio==0.8.4 <
adegenet==2.1.7 <
> AER==1.2-10
> afex==1.1-1
> AFR==0.1.0
ahptopsis2n==0.2.0 | AICcmodavg==2.3-1
> AID==2.7
alabama==2022.4-1 <
alpaca==0.3.3 | alphashape3d==1.3.1
amap==0.8-18 <
> anndata==0.7.5.4
apcluster==1.4.10 <
> aplpack==1.3.5
> apollo==0.2.8
areaplot==1.2.2 | arm==1.13-1
arfima==1.8-0 <
aricode==1.0.0 <
arkhe==0.5.0 <
arrow==8.0.0 | arrow==9.0.0
arules==1.7-3 | arules==1.7-4
arulesSequences==0.2-25 <
> assertr==2.8
astsa==1.15 | astsa==1.16
> asymmetry==2.0.4
auditor==1.3.3 | autocogs==0.1.4
autoFRK==1.4.3 | autoencoder==1.1
autothresholdr==1.4.0 <
aws.s3==0.3.21 <
Ball==1.3.12 <
BAS==1.6.2 | barplot3d==1.0.1
base64==2.0 | base64==2.0.1
basedosdados==0.2.1 | baseballr==1.3.0
bayesforecast==1.0.1 | BayesFM==0.1.5
bazar==1.0.11 <
bbotk==0.5.3 | bbotk==0.5.4
bcp==4.0.3 <
bda==15.2.5 <
BDgraph==2.67 <
beanplot==1.3.1 <
berryFunctions==1.21.14 <
BET==0.5.0 <
> bib2df==1.1.1
> bibtex==0.4.2.3
bigmemory==4.6.1 <
bigQueryR==0.5.0 <
> binancer==1.2.0
bindrcpp==0.2.2 | binman==0.1.3
binman==0.1.2 <
bios2mds==1.2.3 | Biodem==0.5
> BiodiversityR==2.14-4
bipartite==2.17 <
birk==2.1.2 <
biwavelet==0.20.21 | blavaan==0.4-3
> blme==1.0-5
blockcluster==4.5.1 <
bonsai==0.1.0 | Bolstad2==1.0-29
bookdown==0.27 | bonsai==0.2.0
> bookdown==0.29
> bootnet==1.5
Boruta==7.0.0 <
brant==0.3-0 <
brnn==0.9.2 <
broom==1.0.0 | broom==1.0.1
> brulee==0.1.0
bst==0.3-23 <
butcher==0.2.0 | bupaR==0.5.0
bvls==1.4 | butcher==0.3.0
> CADFtest==0.3-3
> cAIC4==1.0
callr==3.7.1 | callr==3.7.2
> candisc==0.8-6
> captioner==2.2.3
> car==3.1-0
> carat==2.0.2
> CARBayes==5.3
> CARBayesdata==3.0
caret==6.0-92 | caret==6.0-93
cartogram==0.2.2 | cartography==3.0.1
> cat==0.0-7
> causaldata==0.1.3
cba==0.2-21 | cbsodataR==0.5.1
cclust==0.6-24 <
> cdparcoord==1.0.1
cellWise==2.2.6 | cem==1.1.31
censored==0.1.0 <
censReg==0.5-34 <
ChannelAttribution==2.0.5 <
choiceDes==0.9-3 <
ChoiceModelR==1.3.0 <
CholWishart==1.1.2 <
> choroplethrAdmin1==1.1.1
circular==0.4-95 | ckanr==0.6.0
cld2==1.2.1 | cleanNLP==3.0.4
cleanNLP==3.0.3 | cli==3.4.0
cleanr==1.3.4 <
cli==3.3.0 <
climate==1.0.4 <
clock==0.6.0 | clock==0.6.1
clusterSim==0.50-1 <
cmaes==1.0-12 <
> cNORM==3.0.2
> cobalt==4.4.0
collapse==1.8.6 | cointReg==0.2.0
collapsibleTree==0.1.7 | collapse==1.8.8
colordistance==1.1.2 | colorhcplot==1.3.1
colourvalues==0.3.7 <
commonmark==1.7 | commonmark==1.8.0
compare==0.2-6 <
comprehenr==0.6.10 | CompQuadForm==1.4.3
> confintr==0.1.2
contrast==0.24.1 | convertr==0.1
coop==0.6-3 | copula==1.1-0
copent==0.2 <
corels==0.0.4 | coro==1.0.3
coro==1.0.2 <
correlation==0.8.1 | correlation==0.8.2
correlationfunnel==0.2.0 <
corrr==0.4.3 | corrr==0.4.4
COUNT==1.3.4 <
covidcast==0.4.2 | covr==3.6.1
covr==3.5.1 <
> coxed==0.3.3
critpath==0.1.4 <
crosstable==0.4.1 <
crul==1.2.0 | crul==1.3
crunch==1.30.0 | crypto2==1.4.4
CTT==2.3.3 | csv==0.6.2
cubature==2.0.4.4 | cubature==2.0.4.5
d3r==1.0.0 <
d3Tree==0.2.2 <
dae==3.2-13 <
dagitty==0.3-1 <
dataMaid==1.4.1 | datamods==1.3.4
dataMeta==0.1.1 <
datamods==1.3.3 <
> dataRetrieval==2.7.11
datasauRus==0.1.6 <
datasetsICR==1.0 <
datawizard==0.4.1 | datawizard==0.5.1
> datetime==0.1.4
> datos==0.5.0
> dbarts==0.9-22
dbnR==0.7.5 <
dcurver==0.9.2 <
ddalpha==1.3.13 <
deaR==1.2.5 <
DeclareDesign==1.0.0 <
deducorrect==1.3.7 <
deepnet==0.2.1 <
densEstBayes==1.0-2.1 <
> depmixS4==1.5-0
desc==1.4.1 | desc==1.4.2
DescTools==0.99.45 | DescTools==0.99.46
devtools==2.4.3 | devEMF==4.1
> devtools==2.4.1
dfoptim==2020.10-1 <
dHSIC==2.1 <
> DiagrammeRsvg==0.1
DiceKriging==1.6.0 <
dictionar6==0.1.3 <
dimensio==0.2.2 | DIMORA==0.3.0
DIMORA==0.2.0 <
discretization==1.0-1.1 <
discSurv==2.0.0 | dismo==1.3-8
dismo==1.3-5 | dispmod==1.2
distill==1.4 <
distr6==1.6.9 <
distributional==0.3.0 | distributional==0.3.1
dlm==1.1-5 | diversitree==0.9-16
dlnm==2.4.7 <
dlr==1.0.1 <
> docstring==1.0.0
dotenv==1.0.3 <
DoubleML==0.5.0 | DoubleML==0.5.1
downlit==0.4.2 <
dplR==1.7.4 | dplyr==1.0.10
dplyr==1.0.9 <
drat==0.2.3 | drc==3.0-1
DT==0.23 | DT==0.25
dtplyr==1.2.1 | dtplyr==1.2.2
dtwSat==0.2.7 | duckdb==0.5.0
duckdb==0.2.6 <
dvmisc==1.1.4 | dunn.test==1.3.5
dynpanel==0.1.0 | dynlm==0.3-6
easypackages==0.1.0 <
edfun==0.2.0 | ecm==6.3.0
> economiccomplexity==1.4.0
edgarWebR==1.1.0 | editData==0.1.8
editrules==2.9.3 | eeptools==1.2.4
eechidna==1.4.1 | effects==4.2-2
effectsize==0.7.0 | effectsize==0.7.0.5
> eigenmodel==1.11
elmNNRcpp==1.0.4 <
emdist==0.3-2 | embed==1.0.0
emmeans==1.7.5 | EMCluster==0.2-14
emuR==2.3.0 | energy==1.7-10
engsoccerdata==0.1.5 | EnsCat==1.1
ensembleR==0.1.0 <
EpiNow2==1.3.2 | esquisse==1.1.2
epitools==0.5-10.1 | estimability==1.4.1
equatiomatic==0.3.1 <
ergm==4.2.2 <
esquisse==1.1.1 <
estimability==1.4 <
estimatr==1.0.0 <
ETLUtils==1.5 <
evaluate==0.15 | evaluate==0.16
evolqg==0.2-9 | eventdataR==0.3.1
> evir==1.7-4
> exact2x2==1.6.6
exactextractr==0.8.2 | exactci==1.4-2
> exactRankTests==0.8-35
explore==0.8.0 | explore==0.9.0
fable==0.3.1 | fable==0.3.2
fabricatr==1.0.0 <
FactoClass==1.2.7 <
FAdist==2.4 <
> faraway==1.0.8
> farff==1.1.1
fastAdaboost==1.0.0 | fastai==2.2.0
fastcluster==1.2.3 <
FastKNN==0.0.1 <
fastmatrix==0.4-12 | fastmatrix==0.4-124
fastshap==0.0.7 | fastrmodels==1.0.2
fBasics==3042.89.2 | faux==1.1.0
fclust==2.1.1 | fBasics==4021.92
feasts==0.2.2 | feasts==0.3.0
FeatureHashing==0.9.1.4 <
ffscrapr==1.4.7 | FFTrees==1.7.0
fGarch==4021.86 | fGarch==4021.87
fields==14.0 | fields==14.1
filehashSQLite==0.2-6 <
filematrix==1.3 | finalfit==1.0.5
finetune==0.2.0 | FinCal==0.6.3
fingerprint==3.5.7 | finetune==1.0.0
finreportr==1.0.4 <
fit.models==0.64 <
> flashClust==1.01-2
flexdashboard==0.5.2 | flexdashboard==0.6.0
flextable==0.7.2 | flextable==0.8.0
flsa==1.5.2 <
FME==1.3.6.2 <
> fMultivar==4021.83
fontawesome==0.2.2 | fontawesome==0.3.0
forcats==0.5.1 | forcats==0.5.2
forecast==8.16 | forecast==8.17.0
> ForecastComb==1.3.1
forecastML==0.9.0 <
fresh==0.2.0 | freqparcoord==1.0.1
fritools==3.5.1 | FRK==2.0.6
> FSA==0.9.3
FSinR==2.0.5 | fslr==2.25.2
fslr==2.25.1 | fst==0.9.4
fst==0.9.8 | fueleconomy==1.0.0
fstcore==0.9.12 | fUnitRoots==4021.80
functional==0.6 <
funtimes==8.2 | furrr==0.3.1
furrr==0.3.0 <
future==1.26.1 | future==1.28.0
future.apply==1.9.0 | future.apply==1.9.1
GA==3.2.2 | FuzzyR==2.3.2
gamlss.dist==6.0-3 | gamlss.dist==6.0-5
gap.datasets==0.0.5 <
gargle==1.2.0 | gargle==1.2.1
gbm==2.1.8 | gbm==2.1.8.1
geepack==1.3.4 | geepack==1.3.9
geigen==2.3 <
gems==1.1.1 <
generalhoslem==1.3.4 <
geodata==0.4-6 <
geodist==0.0.7 <
geojson==0.3.4 <
geojsonio==0.9.4 <
geojsonR==1.1.0 <
> geomtextpath==0.1.1
> geoR==1.9-2
gert==1.6.0 | gert==1.8.0
getPass==0.2-2 | GetoptLong==1.0.5
gganimate==1.0.7 | gganimate==1.0.8
ggblanket==1.2.0 | ggborderline==0.1.0
ggd...
v46 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v46
== Comparing Rscript /tools/r_list_versions.R | sort ==
> abbreviate==0.1
adaptMCMC==1.4 <
adegenet==2.1.6 | adegenet==2.1.7
admisc==0.27 | admisc==0.28
> alabama==2022.4-1
> apcluster==1.4.10
> aricode==1.0.0
AsioHeaders==1.16.1-1 | AsioHeaders==1.22.1-1
autoencoder==1.1 <
awsMethods==1.1-1 <
> base64==2.0
bayesforecast==1.0.1 <
> bcp==4.0.3
> bda==15.2.5
bdscale==2.0.0 | bdsmatrix==1.3-6
bdsmatrix==1.3-4 <
benchmarkme==1.0.7 | Benchmarking==0.30
> benchmarkme==1.0.8
bestNormalize==1.8.2 | bestNormalize==1.8.3
> BET==0.5.0
> bigmemory==4.6.1
> bindrcpp==0.2.2
> blockcluster==4.5.1
> bnclassify==0.4.6
bookdown==0.26 | bookdown==0.27
butcher==0.1.5 | butcher==0.2.0
caracas==1.1.2 <
CARBayes==5.3 <
CARBayesdata==3.0 <
causaldrf==0.3 <
> Chaos01==1.2.1
checkpoint==1.0.2 <
> ChoiceModelR==1.3.0
> chunked==0.6.0
classInt==0.4-3 | circular==0.4-95
> classInt==0.4-7
> cld2==1.2.1
> cleanr==1.3.4
cocor==1.1-3 <
collapse==1.7.6 | collapse==1.8.6
collapsibleTree==0.1.7 <
> Compind==2.4
> corels==0.0.4
coronavirus==0.3.31 <
> critpath==0.1.4
> crosstable==0.4.1
DAAG==1.25.3 | DAAG==1.25.4
> dagitty==0.3-1
DALEXtra==2.2.0 | DALEXtra==2.2.1
dashboard==0.1.0 <
> dataMeta==0.1.1
> datasetsICR==1.0
dbarts==0.9-22 <
dbplyr==2.1.1 | dbnR==0.7.5
> dbplyr==2.2.0
> deepdive==1.0.4
> dHSIC==2.1
DiagrammeRsvg==0.1 | dials==1.0.0
dials==0.1.1 <
> DiceKriging==1.6.0
> dictionar6==0.1.3
discretization==1.0-1 | discretization==1.0-1.1
> distr6==1.6.9
dlookr==0.5.6 | dlookr==0.6.0
docstring==1.0.0 <
DoubleML==0.4.1 | DoubleML==0.5.0
dplR==1.7.2 | dplR==1.7.3
e1071==1.7-9 | e1071==1.7-11
elevatr==0.4.2 <
> elmNNRcpp==1.0.4
> elo==3.0.1
> engsoccerdata==0.1.5
ergm==4.2.1 | ergm==4.2.2
> evolqg==0.2-9
> fastAdaboost==1.0.0
> fclust==2.1.1
> featuretoolsR==0.4.4
> ffscrapr==1.4.7
files==0.0.1 <
> finreportr==1.0.4
flair==0.0.2 <
flexmix==2.3-17 | flexmix==2.3-18
flextable==0.7.0 | flextable==0.7.2
> flsa==1.5.2
> FME==1.3.6.2
> ForeCA==0.2.7
> fritools==3.5.0
fst==0.9.4 | fst==0.9.8
> fstcore==0.9.12
> fUnitRoots==3042.79
GADMTools==3.9-1 <
> gap.datasets==0.0.5
gee==4.13-23 <
> generalhoslem==1.3.4
> geojsonR==1.1.0
> GetLattesData==1.4.1
gghighlight==0.3.2 | gghighlight==0.3.3
> gginference==0.1.3
> ggnetwork==0.5.10
> ggnewscale==0.4.7
> ggpattern==0.4.2
> ggplotgui==1.0.0
ggsom==0.4.0 <
> GISTools==0.7-4
> git2r==0.30.1
GLMsData==1.0.0 <
> gmt==2.0.3
googlePolylines==0.8.2 <
> GpGp==0.4.0
> gridpattern==0.5.3
gtools==3.9.2.1 | gtExtras==0.4.0
> gtools==3.9.2.2
hardhat==0.2.0 | hardhat==1.1.0
> healthcareai==2.5.0
HMM==1.0.1 <
huge==1.3.5 | httr2==0.2.1
hutils==1.8.1 <
igraph==1.3.1 | igraph==1.3.2
> independence==1.0.1
infer==1.0.0 | iNEXT==2.0.20
> infer==1.0.2
ipred==0.9-12 | ipred==0.9-13
isotracer==1.1.3 | isotree==0.5.15
> ivsacim==2.1.0
> JGL==2.3.1
> jiebaR==0.11
kernlab==0.9-30 | kernlab==0.9-31
> LabRS==0.1.0
> LaF==0.8.4
> leafem==0.2.0
> leafgl==0.1.1
> leaftime==0.2.0
lessR==4.1.9 | lessR==4.2.0
> lfda==1.1.3
lintr==2.0.1 | lintr==3.0.0
lmvar==1.5.2 <
> LowRankQP==1.0.5
> lqmm==1.5.8
lunar==0.1-04 | lunar==0.2-1
> maboost==1.0-0
> makedummies==1.2.1
> mapview==2.11.0
> marg==1.2-2.1
> matchingR==1.3.3
> MatchIt==4.4.0
measures==0.3 <
> melt==1.5.1
> mets==1.2.9
> mFilter==0.1-5
> minerva==1.5.10
> missMethods==0.3.0
> missRanger==2.1.3
> mlflow==1.26.1
> mltest==1.0.1
mnormt==2.0.2 | mnormt==2.1.0
> mob==0.4.2
> modeest==2.4.0
modelsummary==0.10.0 | modelsummary==0.11.1
modeltime==1.2.0 | modeltime==1.2.2
> modest==0.3-1
mongolite==2.6.1 | mongolite==2.6.2
MplusAutomation==1.1.0 <
MTS==1.2.1 <
> multgee==1.8.0
> multilevel==2.7
multipanelfigure==2.1.2 <
> mutSignatures==2.1.1
> nabor==0.5.0
> ncpen==1.0.0
> ncvreg==3.13.0
> ndtv==0.13.2
> networkDynamic==0.11.2
> nflreadr==1.2.0
ngramr==1.7.5 <
nhanesA==0.6.7 <
> NISTunits==1.0.1
nlWaldTest==1.1.3 <
> nomclust==2.5.0
> NonCompart==0.5.0
> nonparaeff==0.5-8
normtest==1.1 <
> np==0.60-11
> oce==1.7-6
> oceanmap==0.1.1
> odbc==1.3.3
officer==0.4.2 | officer==0.4.3
oglmx==3.0.0.0 <
OpenImageR==1.2.1 | OpenImageR==1.2.2
OpenMx==2.20.6 <
> opera==1.2.0
optrees==1.0 <
oro.nifti==0.11.1 | oro.nifti==0.11.2
osmdata==0.1.9 | osmdata==0.1.10
osrm==3.5.1 <
> PakPC2017==1.0.0
parallelly==1.31.1 | parallelly==1.32.0
> param6==0.2.4
> pca3d==0.10.2
> pdfetch==0.2.7
pdp==0.8.0 | pdp==0.8.1
> PearsonDS==1.2.2
> pec==2022.05.04
> pedometrics==0.12.0
> penalized==0.9-52
> penalizedLDA==1.1
> philentropy==0.6.0
> phonics==1.3.10
pkgcache==2.0.1 <
pkgdepends==0.3.1 <
> pkgsearch==3.1.0
plsdepot==0.1.17 <
> poorman==0.2.5
> portfolioBacktest==0.4.1
posterior==1.2.1 | posterior==1.2.2
prettymapr==0.2.3 | prettymapr==0.2.4
processx==3.5.3 | processx==3.6.0
> profileModel==0.6.1
progressr==0.10.0 | progressr==0.10.1
proxy==0.4-26 | proxy==0.4-27
> psychometric==2.3
> pwt==7.1-1
qrmdata==2019-12-03-1 | qrmdata==2022-05-31-1
qualtRics==3.1.5 | qualtRics==3.1.6
> QuantPsyc==1.6
quint==2.1.0 <
R2WinBUGS==2.1-21 <
ramcmc==0.1.2 <
> randomForestSRC==3.1.0
> Rborist==0.2-3
rcartocolor==2.0.0 <
RcppArmadillo==0.11.1.1.0 | RcppArmadillo==0.11.2.0.0
> RcppCNPy==0.2.11
RCurl==1.98-1.6 | RCurl==1.98-1.7
Rdpack==2.3 | Rdpack==2.3.1
> rdwd==1.6.0
readabs==0.4.12 <
rethnicity==0.2.3 <
> RGCCA==2.1.2
> rgenoud==5.9-0.3
rgl==0.108.3.2 | rgl==0.109.2
> rglwidget==0.2.1
> rhandsontable==0.3.8
rje==1.10.16 | riskRegression==2022.03.22
> rje==1.11.0
Rlab==4.0 <
R.methodsS3==1.8.1 | R.methodsS3==1.8.2
> rMIDAS==0.4.0
> Rmisc==1.5.1
R.oo==1.24.0 | R.oo==1.25.0
Rook==1.1-1 <
rosm==0.2.5 | rosm==0.2.6
rpf==1.0.11 <
> RSNNS==0.4-14
rsvg==2.3.1 | rtkore==1.5.5
> ruta==1.1.0
santoku==0.7.0 | santoku==0.8.0
> sarima==0.9
scholar==0.2.2 <
> scoringRules==1.0.1
SCtools==0.3.1 | SCtools==0.3.2.1
selectiveInference==1.2.5 <
sessioninfo==1.1.1 | sessioninfo==1.2.2
> set6==0.2.4
shinyLP==1.1.2 <
sidrar==0.2.7 | sidrar==0.2.8
> simstudy==0.4.0
> smaa==0.3-1
sna==2.6 | sna==2.7
> softImpute==1.4-1
SOUP==1.1 <
sp==1.4-7 | sp==1.5-0
spacetime==1.2-6 | spacetime==1.2-7
sparklyr==1.7.6.9000 | sparklyr==1.7.7
> SparseGrid==0.8.2
> sparseLDA==0.1-9
SpatialEpi==1.2.7 <
> spgs==1.0-3
> sprtt==0.1.0
> spsh==1.1.0
> ssr==0.1.1
> stable==1.1.6
StatMeasures==1.0 | statip==0.2.3
stmCorrViz==1.3 <
stminsights==0.4.1 <
> survivalmodels==0.1.13
> survRM2==1.0-4
> swagger==3.33.1
Synth==1.1-5 | Synth==1.1-6
tableone==0.13.2 <
targets==0.12.0 | targets==0.12.1
terra==1.5-21 | terra==1.5-34
textutils==0.2-1 <
tidycensus==1.2.1 ...
v47 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v47
== Comparing Rscript /tools/r_list_versions.R | sort ==
additivityTests==1.1-4 | additivityTests==1.1-4.1
admisc==0.28 | admisc==0.29
> alpaca==0.3.3
andrews==1.0 <
> areaplot==1.2.2
arkhe==0.4.0 | arkhe==0.5.0
asypow==2015.6.25 <
autocogs==0.1.4 <
> aws.s3==0.3.21
baguette==0.2.0 | baguette==1.0.0
bayesAB==1.1.3 | BayesDA==2012.04-1
> beanplot==1.3.1
BiasedUrn==1.07 <
binr==1.1 | binr==1.1.1
bnclassify==0.4.6 <
brotli==1.2 <
bs4Dash==2.1.0 <
cartography==3.0.1 <
Chaos01==1.2.1 <
clustree==0.4.4 | clustree==0.5.0
> collapsibleTree==0.1.7
colortools==0.1.5 <
Compind==2.4 | Compind==2.5
concaveman==1.1.0 <
> crunch==1.30.0
DALEX==2.4.1 | DALEX==2.4.2
dash==0.9.3 <
> dataCompareR==0.1.4
DBI==1.1.2 | DBI==1.1.3
dbplyr==2.2.0 | dbplyr==2.2.1
decido==0.3.0 <
deepnet==0.2 | deepnet==0.2.1
dfidx==0.0-4 | dfidx==0.0-5
dgof==1.2 | dgof==1.4
dils==0.8.1 <
discretization==1.0-1.1 | discrim==1.0.0
discrim==0.2.0 <
> distill==1.4
> dlr==1.0.1
> downlit==0.4.1
dplR==1.7.3 | dplR==1.7.4
dtree==0.4.2 <
> dvmisc==1.1.4
easyr==0.5-8 | easyr==0.5-9
> edgar==2.0.5
> edgarWebR==1.1.0
emmeans==1.7.4-1 | emmeans==1.7.5
emuR==2.3.0 <
Epi==2.46 | Epi==2.47
epiR==2.0.48 | EpiNow2==1.3.2
eRm==1.0-2 <
evir==1.7-4 <
FactoClass==1.2.7 <
fBasics==3042.89.1 | fBasics==3042.89.2
featuretoolsR==0.4.4 <
FField==0.1.0 <
fiery==1.1.3 <
> fit.models==0.64
flexsurv==2.1 | flexsurv==2.2
> forecastML==0.9.0
> fractaldim==0.8-5
fresh==0.2.0 <
fUnitRoots==3042.79 <
gdistance==1.3-6 <
> gems==1.1.1
> GeneralizedHyperbolic==0.8-4
genetics==1.3.8.1.3 <
GetLattesData==1.4.1 <
> ggpie==0.2.2
ggpmisc==0.4.6 | ggpmisc==0.4.7
ggResidpanel==0.3.0 <
GISTools==0.7-4 <
git2r==0.30.1 <
globals==0.15.0 | globals==0.15.1
> googlePolylines==0.8.2
> googleway==2.7.6
GpGp==0.4.0 <
gsDesign==3.3.0 <
gsw==1.0-6 <
gtsummary==1.6.0 | gtsummary==1.6.1
hmeasure==1.0-2 <
> httpcache==1.2.0
huxtable==5.4.0 | hutils==1.8.1
> huxtable==5.5.0
ibdreg==0.3.6 <
ICglm==0.1.0 | icesTAF==3.6.0
> inaparc==1.2.0
> IndexNumber==1.3.2
intsvy==2.5 <
itsadug==2.4 | itsadug==2.4.1
Jmisc==0.3.1 | Jmisc==0.3.1.1
> JuliaCall==0.17.4
> kairos==1.1.0
> kimisc==0.4
klaR==1.7-0 | klaR==1.7-1
> klustR==0.1.0
> knitrProgressBar==1.1.0
> knockoff==0.3.5
> kpeaks==1.1.0
laGP==1.5-6 <
lasso2==1.2-22 <
leafgl==0.1.1 <
leaftime==0.2.0 <
> listcomp==0.4.1
lobstr==1.1.1 | lobstr==1.1.2
loggit==2.1.1 <
luca==1.0-6 <
luz==0.2.0 | lvplot==0.2.0
malariaAtlas==1.0.1 <
> mapboxapi==0.4
MCMCglmm==2.33 | MCMCglmm==2.34
> Mcomp==2.8
melt==1.5.1 | melt==1.5.2
MESS==0.5.7 | MESS==0.5.9
> microsynth==2.0.31
mlflow==1.26.1 <
mlr3tuningspaces==0.2.0 | mlr3tuningspaces==0.3.0
modeest==2.4.0 <
> morphemepiece==1.2.3
> morphemepiece.data==1.2.0
> MSwM==1.5
multilevel==2.7 <
> multipanelfigure==2.1.2
mvc==1.3 <
netstat==0.1.1 <
> nhanesA==0.6.7.1
NonCompart==0.5.0 | NonCompart==0.5.1
nonparaeff==0.5-8 | nonlinearTseries==0.2.12
> nonparaeff==0.5-13
oce==1.7-6 <
> oglmx==3.0.0.0
> ompr==1.0.2
openair==2.9-1 | openair==2.10-0
> OpenMx==2.20.6
osmar==1.1-7 <
> oz==1.0-21
parsnip==0.2.1 | parsnip==1.0.0
partykit==1.2-15 | partykit==1.2-16
pedometrics==0.12.0 | pedometrics==0.12.1
performance==0.9.0 | performance==0.9.1
> phenofit==0.3.2
phonics==1.3.10 <
> piecemaker==1.0.1
pkgload==1.2.4 | pkgload==1.3.0
plotluck==1.1.1 <
PNWColors==0.1.0 | poissonreg==1.0.0
poisson==1.0 <
poissonreg==0.2.0 <
portfolioBacktest==0.4.1 <
POT==1.1-10 <
powerMediation==0.3.4 | ppclust==1.1.0
ppsr==0.0.2 <
processx==3.6.0 | processx==3.6.1
> protr==1.6-2
ps==1.7.0 | ps==1.7.1
psychometric==2.3 <
> pvclust==2.2-0
pwt==7.1-1 | qap==0.1-2
qap==0.1-1 <
randomForestSRC==3.1.0 <
randomizr==0.22.0 <
randtests==1.0 | randtests==1.0.1
ranger==0.13.1 | ranger==0.14.1
raster==3.5-15 | raster==3.5-21
rayrender==0.23.6 <
> rbenchmark==1.0.0
> RcppNumerical==0.4-0
> RDota2==0.1.6
> Rdsdp==1.0.5.2
> readxlsb==0.1.4
recommenderlab==1.0.0 | recommenderlab==1.0.1
> REdaS==0.9.4
reqres==0.2.3 <
> retrosheet==1.1.4
> rFerns==5.0.0
rgeopat2==0.3.9 <
rje==1.11.0 <
rlang==1.0.2 | rlang==1.0.3
RMariaDB==1.1.1 | Rlof==1.1.2
> RMariaDB==1.2.2
rMIDAS==0.4.0 | rMIDAS==0.4.1
> robust==0.7-0
routr==0.4.0 | RoughSets==1.3-7
> rpf==1.0.11
rsample==0.1.1 | RRF==1.9.4
> rsample==1.0.0
> rsparkling==0.2.19
rules==0.2.0 | rules==1.0.0
> runner==0.4.1
R.utils==2.11.0 | R.utils==2.12.0
sandwich==3.0-1 | sandwich==3.0-2
> sankeywheel==0.1.0
see==0.7.0 | see==0.7.1
> semTools==0.5-6
Sequential==4.3 <
> SGL==1.3
shinyalert==3.0.0 <
shinydashboardPlus==2.0.3 <
shinyFiles==0.9.2 <
> shinyLP==1.1.2
sigmoid==0.3.0 | sigmoid==1.4.0
simmer==4.4.4 | simmer==4.4.5
simputation==0.2.7 <
sjSDM==1.0.1 | sjSDM==1.0.2
> snowfall==1.84-6.1
spacefillr==0.3.0 | spacetime==1.2-8
spacetime==1.2-7 <
sparklyr==1.7.7 | sparklyr==1.7.7.9000
spatialreg==1.2-3 <
sperrorest==3.0.4 <
splm==1.5-3 <
srvyr==1.1.1 <
stable==1.1.6 <
> Stat2Data==2.0.0
statip==0.2.3 <
> STFTS==0.1.0
> stlplus==0.5.1
strucchange==1.5-2 | strucchange==1.5-3
svDialogs==1.1.0 <
svGUI==1.0.1 <
swagger==3.33.1 <
> tab==5.1.1
> tableone==0.13.2
tabula==1.6.1 | tabula==1.7.0
> tfplot==2021.6-1
> tframe==2015.12-1.1
tidylo==0.2.0 <
> tidytable==0.8.0
tinytex==0.39 | tinytex==0.40
> TMB==1.9.0
torchdatasets==0.1.0 <
trelliscopejs==0.2.6 <
> tsfgrnn==1.0.2
TSrepr==1.1.0 <
TT==0.98 <
> umap==0.2.8.0
> usefun==0.4.8
> vetr==0.2.13
vrtest==0.97 <
waiter==0.2.5 <
waveslim==1.8.2 | waveslim==1.8.3
webtools==0.7.10 | webtools==0.7.11
webutils==1.1 <
> worldfootballR==0.5.6
wrassp==1.0.1 <
wru==0.1-12 <
> yaImpute==1.0-32
zipcodeR==0.3.3 | zipcodeR==0.3.4
> ztable==0.2.3
== Comparing pip freeze ==
Babel==2.10.2 | Babel==2.10.3
bleach==5.0.0 | bleach==5.0.1
certifi==2022.5.18.1 | certifi==2022.6.15
importlib-metadata==4.11.4 | importlib-metadata==4.12.0
importlib-resources==5.7.1 | importlib-resources==5.8.0
ipykernel==6.14.0 | ipykernel==6.15.0
ipywidgets==7.7.0 | ipywidgets==7.7.1
jsonschema==4.6.0 | jsonschema==4.6.1
jupyter-console==6.4.3 | jupyter-console==6.4.4
jupyter-server==1.17.1 | jupyter-server==1.18.0
jupyterlab-widgets==1.1.0 | jupyterlab-widgets==1.1.1
prompt-toolkit==3.0.29 | prompt-toolkit==3.0.30
pyzmq==23.1.0 | pyzmq==23.2.0
stack-data==0.2.0 | stack-data==0.3.0
traitlets==5.2.2.post1 | traitlets==5.3.0
websocket-client==1.3.2 | websocket-client==1.3.3
widgetsnbextension==3.6.0 | widgetsnbextension==3.6.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
curl==7.68.0-1ubuntu2.11 | curl==7.68.0-1ubuntu2.12
libcurl4:amd64==7.68.0-1ubuntu2.11 | libcurl4:amd64==7.68.0-1ubuntu2.12
libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.11 | libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.12
libssl-dev:amd64==1.1.1f-1ubuntu2.13 | libssl-dev:amd64==1.1.1f-1ubuntu2.15
libssl1.1:amd64==1.1.1f-1ubuntu2.13 | libssl1....
v48 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v48
== Comparing Rscript /tools/r_list_versions.R | sort ==
> agridat==1.21
baseline==1.3-1 | baseline==1.3-4
BayesDA==2012.04-1 | BayesFactor==0.9.12-4.4
BayesFactor==0.9.12-4.3 | bayesforecast==1.0.1
> bayesGARCH==2.1.10
> bazar==1.0.11
> BB==2019.10-1
BDEsize==1.6 <
Benchmarking==0.30 <
> BioStatR==3.1.2
> bonsai==0.1.0
bpa==0.1.1 <
broom==0.8.0 | broom==1.0.0
broom.helpers==1.7.0 | broom.helpers==1.8.0
bslib==0.3.1 | bslib==0.4.0
BVAR==1.0.3 <
cachem==1.0.5 | cachem==1.0.6
Cairo==1.5-15 | Cairo==1.6-0
callr==3.7.0 | callr==3.7.1
> catdata==1.2.2
> censored==0.1.0
> ChannelAttribution==2.0.5
choroplethrAdmin1==1.1.1 <
> clusterability==0.1.1.0
clustree==0.5.0 <
> cocor==1.1-4
> colourvalues==0.3.7
Compind==2.5 <
convertr==0.1 <
corpus==0.10.2 <
> COUNT==1.3.4
crypto2==1.4.3 <
datamods==1.3.2 | datamods==1.3.3
dataPreparation==1.0.4 | dataPreparation==1.0.5
> ddalpha==1.3.13
> DeclareDesign==1.0.0
dendextend==1.15.2 | dendextend==1.16.0
deSolve==1.32 | deSolve==1.33
> Dict==0.1.0
dimRed==0.2.5 | dimRed==0.2.6
> discretization==1.0-1.1
downlit==0.4.1 | downlit==0.4.2
> dtwSat==0.2.7
dynamicTreeCut==1.63-1 | dynpanel==0.1.0
> edfun==0.2.0
edgebundleR==0.1.4 <
embed==0.2.0 <
> emuR==2.3.0
estimability==1.3 | estimability==1.4
estimatr==0.30.6 | estimatr==1.0.0
evd==2.3-6 | evd==2.3-6.1
> fabricatr==1.0.0
> FactoClass==1.2.7
> fANCOVA==0.6-1
farver==2.1.0 | farver==2.1.1
> fasterize==1.0.3
> FastKNN==0.0.1
fastmatrix==0.4-1 | fastmatrix==0.4-12
fDMA==2.2.6 <
> fdth==1.2-6
fGarch==3042.83.2 | fGarch==4021.86
fields==13.3 | fields==14.0
ForeCA==0.2.7 <
fpow==0.0-2 <
> fpp2==2.4
frequency==0.4.1 | fresh==0.2.0
fritools==3.5.0 | fritools==3.5.1
gam==1.20.1 | gam==1.20.2
generics==0.1.2 | generics==0.1.3
> GenOrd==1.4.0
> geodata==0.4-6
geometry==0.4.6 | geometry==0.4.6.1
> getPass==0.2-2
> ggblanket==1.2.0
> ggdag==0.2.5
ggsn==0.5.0 | ggspatial==1.1.6
ggspatial==1.1.5 <
gld==2.6.4 | gld==2.6.5
GoFKernel==2.1-1 | goft==1.3.6
googleway==2.7.6 <
Greg==1.4.0 <
> grf==2.1.0
> gsw==1.0-6
gtExtras==0.4.0 | gtExtras==0.4.1
gtools==3.9.2.2 | gtools==3.9.3
hardhat==1.1.0 | hardhat==1.2.0
HARModel==1.0 <
htmlTable==2.4.0 | htmlTable==2.4.1
htmltools==0.5.2 | htmltools==0.5.3
> ibdreg==0.3.6
ica==1.0-2 | ica==1.0-3
igraph==1.3.2 | igraph==1.3.3
> import==1.3.0
insight==0.17.1 | insight==0.18.0
> interp==1.1-3
itertools==0.1-3 <
> ivmodel==1.9.0
kehra==0.1 | kamila==0.1.2
kmed==0.4.0 <
knockoff==0.3.5 <
latticeExtra==0.6-29 | latexpdf==0.1.7
> latticeExtra==0.6-30
lavaan==0.6-11 | lavaan==0.6-12
> leaftime==0.2.0
lessR==4.2.0 | lessR==4.2.2
> lestat==1.9
LexisNexisTools==0.3.5 <
lfda==1.1.3 <
> lmvar==1.5.2
> locpol==0.7-0
lomb==2.1.0 <
lunar==0.2-1 <
maboost==1.0-0 <
> malariaAtlas==1.0.1
> mapdeck==0.3.4
markovchain==0.8.9 | markovchain==0.9.0
> Matching==4.10-2
> mcmcOutput==0.1.1
MCS==0.1.3 <
> meanShiftR==0.56
melt==1.5.2 <
memoise==2.0.0 | memoise==2.0.1
mgm==1.2-12 | mgm==1.2-13
> MGMM==1.0.0
mistr==0.0.5 <
modeldata==0.1.1 | modeldata==1.0.0
modelsummary==0.11.1 | modelsummary==1.0.2
monomvn==1.9-15 <
MPV==1.57 | MPV==1.58
> mrfDepth==1.0.13
> msme==0.5.3
> multilevel==2.7
> MultiRNG==1.2.4
> mvProbit==0.1-10
> nasapower==4.0.7
neldermead==1.0-12 <
nimble==0.12.2 <
NonCompart==0.5.1 | NonCompart==0.6.0
nonparaeff==0.5-13 <
nor1mix==1.3-0 <
normalr==1.0.0 <
nricens==1.6 | nptest==1.0-3
> nsprcomp==0.5.1-2
nzelect==0.4.0 | oce==1.7-8
oglmx==3.0.0.0 <
optimsimplex==1.0-8 <
packrat==0.8.0 | packrat==0.8.1
pals==1.7 <
ParamHelpers==1.14 | ParamHelpers==1.14.1
pcaPP==2.0-1 | pcaPP==2.0-2
pdftools==3.2.1 | pdftools==3.3.0
> pdist==1.2.1
> pdynmc==0.9.7
> perm==1.0-0.2
> picante==1.8.2
pillar==1.7.0 | pillar==1.8.0
pkgsearch==3.1.0 | pkgsearch==3.1.1
> plotluck==1.1.1
pls==2.8-0 | pls==2.8-1
plsVarSel==0.9.7 | plsVarSel==0.9.8
> plumber==1.2.0
poissonreg==1.0.0 | poismf==0.4.0
polite==0.1.1 <
PostcodesioR==0.3.1 <
priceR==0.1.6 | priceR==0.1.62
processx==3.6.1 | processx==3.7.0
> psychometric==2.3
QCA==3.16 <
> qlcMatrix==0.9.7
qrmdata==2022-05-31-1 <
qtl==1.50 | qtl==1.52
qtlmt==0.1-6 <
quanteda.textstats==0.95 <
> randomForestSRC==3.1.1
> randomizr==0.22.0
> rapidoc==8.4.3
RAQSAPI==2.0.3 <
rBayesianOptimization==1.2.0 <
Rcpp==1.0.8.3 | Rcpp==1.0.9
recipes==0.2.0 | recipes==1.0.1
report==0.5.1 <
rgl==0.109.2 | rgl==0.109.6
> riem==0.3.0
rlang==1.0.3 | rlang==1.0.4
> Rmagic==2.0.3
rmda==1.6 <
> Rmixmod==2.1.6
RNifti==1.4.0 | RNifti==1.4.1
robust==0.7-0 | robust==0.7-1
rsconnect==0.8.26 | rsconnect==0.8.27
rsparkling==0.2.19 <
RSQLite==2.2.14 | RSQLite==2.2.15
rstpm2==1.5.6 | rstpm2==1.5.7
> rTensor==1.4.8
> rucm==0.6
ruta==1.1.0 <
sass==0.4.1 | sass==0.4.2
> scholar==0.2.3
scorecard==0.3.7 | SciViews==0.9-13.1
> scorecard==0.3.8
see==0.7.1 | seededlda==0.8.1
> SemiPar==1.0-4.2
seriation==1.3.5 | seriation==1.3.6
sf==1.0-7 | sf==1.0-8
> sgd==1.1.1
> shinydashboardPlus==2.0.3
shinyWidgets==0.7.0 | shinyWidgets==0.7.1
sidrar==0.2.8 | sidrar==0.2.9
> SimMultiCorrData==0.2.2
simstudy==0.4.0 | simstudy==0.5.0
sits==1.0.0 | sits==1.1.0
sm==2.2-5.7 | sm==2.2-5.7.1
smaa==0.3-1 <
snowfall==1.84-6.1 | snowfall==1.84-6.2
> SoDA==1.0-6.1
> sodium==1.2.1
spam==2.8-0 | spam==2.9-0
> sparsio==1.0.1
> spatialreg==1.2-3
> spatialwidget==0.2.3
> splm==1.5-3
> spNNGP==1.0.0
stacks==0.2.3 | stacks==1.0.0
statBasics==0.1.0 <
> StatMatch==1.4.1
stlplus==0.5.1 <
stringi==1.7.6 | stringi==1.7.8
svd==0.5.1 | svd==0.5.2
> swagger==3.33.1
> TeachingSampling==4.1.1
textrecipes==0.5.2 | textrecipes==1.0.0
tfdatasets==2.7.0 | tfdatasets==2.9.0
tfestimators==1.9.2 <
tfprobability==0.15.0 <
themis==0.2.2 | themis==1.0.0
tidymodels==0.2.0 | tidymodels==1.0.0
timeSeries==3062.100 | timeSeries==4021.104
> topsis==1.0
transformr==0.1.3 <
TSP==1.2-0 | TSP==1.2-1
tune==0.2.0 | tune==1.0.0
> twosamples==2.0.0
uklr==1.0.2 <
> USAboundaries==0.4.0
USgas==0.1.1 <
venn==1.11 <
vetr==0.2.13 | vetiver==0.1.6
VGAM==1.1-6 | vetr==0.2.14
> VGAM==1.1-7
> vistime==1.2.1
vtable==1.3.3 | vrtest==1.0
> vtable==1.3.4
> waiter==0.2.5
WDI==2.7.6 | WDI==2.7.7
WeightSVM==1.7-9 | webutils==1.1
> WeightSVM==1.7-11
workflows==0.2.6 | workflows==1.0.0
workflowsets==0.2.1 | workflowsets==1.0.0
worldfootballR==0.5.6 | worldfootballR==0.5.7
> wrassp==1.0.1
WRS2==1.1-4 <
xSub==3.0.1 | xSub==3.0.2
yaImpute==1.0-32 <
yulab.utils==0.0.4 | yulab.utils==0.0.5
== Comparing pip freeze ==
cffi==1.15.0 | cffi==1.15.1
charset-normalizer==2.0.12 | charset-normalizer==2.1.0
debugpy==1.6.0 | debugpy==1.6.2
fastjsonschema==2.15.3 | fastjsonschema==2.16.1
ipykernel==6.15.0 | ipykernel==6.15.1
jsonschema==4.6.1 | jsonschema==4.7.2
jupyter-core==4.10.0 | jupyter-core==4.11.1
jupyter-server==1.18.0 | jupyter-server==1.18.1
jupyterlab-server==2.14.0 | jupyterlab-server==2.15.0
nbclassic==0.3.7 | nbclassic==0.4.3
nbclient...
v46 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v46
== Comparing Rscript /tools/r_list_versions.R | sort ==
> abbreviate==0.1
adaptMCMC==1.4 <
adegenet==2.1.6 | adegenet==2.1.7
admisc==0.27 | admisc==0.28
> alabama==2022.4-1
> apcluster==1.4.10
> aricode==1.0.0
AsioHeaders==1.16.1-1 | AsioHeaders==1.22.1-1
autoencoder==1.1 <
awsMethods==1.1-1 <
> base64==2.0
bayesforecast==1.0.1 <
> bcp==4.0.3
> bda==15.2.5
bdscale==2.0.0 | bdsmatrix==1.3-6
bdsmatrix==1.3-4 <
benchmarkme==1.0.7 | Benchmarking==0.30
> benchmarkme==1.0.8
bestNormalize==1.8.2 | bestNormalize==1.8.3
> BET==0.5.0
> bigmemory==4.6.1
> bindrcpp==0.2.2
> blockcluster==4.5.1
> bnclassify==0.4.6
bookdown==0.26 | bookdown==0.27
butcher==0.1.5 | butcher==0.2.0
caracas==1.1.2 <
CARBayes==5.3 <
CARBayesdata==3.0 <
causaldrf==0.3 <
> Chaos01==1.2.1
checkpoint==1.0.2 <
> ChoiceModelR==1.3.0
> chunked==0.6.0
classInt==0.4-3 | circular==0.4-95
> classInt==0.4-7
> cld2==1.2.1
> cleanr==1.3.4
cocor==1.1-3 <
collapse==1.7.6 | collapse==1.8.6
collapsibleTree==0.1.7 <
> Compind==2.4
> corels==0.0.4
coronavirus==0.3.31 <
> critpath==0.1.4
> crosstable==0.4.1
DAAG==1.25.3 | DAAG==1.25.4
> dagitty==0.3-1
DALEXtra==2.2.0 | DALEXtra==2.2.1
dashboard==0.1.0 <
> dataMeta==0.1.1
> datasetsICR==1.0
dbarts==0.9-22 <
dbplyr==2.1.1 | dbnR==0.7.5
> dbplyr==2.2.0
> deepdive==1.0.4
> dHSIC==2.1
DiagrammeRsvg==0.1 | dials==1.0.0
dials==0.1.1 <
> DiceKriging==1.6.0
> dictionar6==0.1.3
discretization==1.0-1 | discretization==1.0-1.1
> distr6==1.6.9
dlookr==0.5.6 | dlookr==0.6.0
docstring==1.0.0 <
DoubleML==0.4.1 | DoubleML==0.5.0
dplR==1.7.2 | dplR==1.7.3
e1071==1.7-9 | e1071==1.7-11
elevatr==0.4.2 <
> elmNNRcpp==1.0.4
> elo==3.0.1
> engsoccerdata==0.1.5
ergm==4.2.1 | ergm==4.2.2
> evolqg==0.2-9
> fastAdaboost==1.0.0
> fclust==2.1.1
> featuretoolsR==0.4.4
> ffscrapr==1.4.7
files==0.0.1 <
> finreportr==1.0.4
flair==0.0.2 <
flexmix==2.3-17 | flexmix==2.3-18
flextable==0.7.0 | flextable==0.7.2
> flsa==1.5.2
> FME==1.3.6.2
> ForeCA==0.2.7
> fritools==3.5.0
fst==0.9.4 | fst==0.9.8
> fstcore==0.9.12
> fUnitRoots==3042.79
GADMTools==3.9-1 <
> gap.datasets==0.0.5
gee==4.13-23 <
> generalhoslem==1.3.4
> geojsonR==1.1.0
> GetLattesData==1.4.1
gghighlight==0.3.2 | gghighlight==0.3.3
> gginference==0.1.3
> ggnetwork==0.5.10
> ggnewscale==0.4.7
> ggpattern==0.4.2
> ggplotgui==1.0.0
ggsom==0.4.0 <
> GISTools==0.7-4
> git2r==0.30.1
GLMsData==1.0.0 <
> gmt==2.0.3
googlePolylines==0.8.2 <
> GpGp==0.4.0
> gridpattern==0.5.3
gtools==3.9.2.1 | gtExtras==0.4.0
> gtools==3.9.2.2
hardhat==0.2.0 | hardhat==1.1.0
> healthcareai==2.5.0
HMM==1.0.1 <
huge==1.3.5 | httr2==0.2.1
hutils==1.8.1 <
igraph==1.3.1 | igraph==1.3.2
> independence==1.0.1
infer==1.0.0 | iNEXT==2.0.20
> infer==1.0.2
ipred==0.9-12 | ipred==0.9-13
isotracer==1.1.3 | isotree==0.5.15
> ivsacim==2.1.0
> JGL==2.3.1
> jiebaR==0.11
kernlab==0.9-30 | kernlab==0.9-31
> LabRS==0.1.0
> LaF==0.8.4
> leafem==0.2.0
> leafgl==0.1.1
> leaftime==0.2.0
lessR==4.1.9 | lessR==4.2.0
> lfda==1.1.3
lintr==2.0.1 | lintr==3.0.0
lmvar==1.5.2 <
> LowRankQP==1.0.5
> lqmm==1.5.8
lunar==0.1-04 | lunar==0.2-1
> maboost==1.0-0
> makedummies==1.2.1
> mapview==2.11.0
> marg==1.2-2.1
> matchingR==1.3.3
> MatchIt==4.4.0
measures==0.3 <
> melt==1.5.1
> mets==1.2.9
> mFilter==0.1-5
> minerva==1.5.10
> missMethods==0.3.0
> missRanger==2.1.3
> mlflow==1.26.1
> mltest==1.0.1
mnormt==2.0.2 | mnormt==2.1.0
> mob==0.4.2
> modeest==2.4.0
modelsummary==0.10.0 | modelsummary==0.11.1
modeltime==1.2.0 | modeltime==1.2.2
> modest==0.3-1
mongolite==2.6.1 | mongolite==2.6.2
MplusAutomation==1.1.0 <
MTS==1.2.1 <
> multgee==1.8.0
> multilevel==2.7
multipanelfigure==2.1.2 <
> mutSignatures==2.1.1
> nabor==0.5.0
> ncpen==1.0.0
> ncvreg==3.13.0
> ndtv==0.13.2
> networkDynamic==0.11.2
> nflreadr==1.2.0
ngramr==1.7.5 <
nhanesA==0.6.7 <
> NISTunits==1.0.1
nlWaldTest==1.1.3 <
> nomclust==2.5.0
> NonCompart==0.5.0
> nonparaeff==0.5-8
normtest==1.1 <
> np==0.60-11
> oce==1.7-6
> oceanmap==0.1.1
> odbc==1.3.3
officer==0.4.2 | officer==0.4.3
oglmx==3.0.0.0 <
OpenImageR==1.2.1 | OpenImageR==1.2.2
OpenMx==2.20.6 <
> opera==1.2.0
optrees==1.0 <
oro.nifti==0.11.1 | oro.nifti==0.11.2
osmdata==0.1.9 | osmdata==0.1.10
osrm==3.5.1 <
> PakPC2017==1.0.0
parallelly==1.31.1 | parallelly==1.32.0
> param6==0.2.4
> pca3d==0.10.2
> pdfetch==0.2.7
pdp==0.8.0 | pdp==0.8.1
> PearsonDS==1.2.2
> pec==2022.05.04
> pedometrics==0.12.0
> penalized==0.9-52
> penalizedLDA==1.1
> philentropy==0.6.0
> phonics==1.3.10
pkgcache==2.0.1 <
pkgdepends==0.3.1 <
> pkgsearch==3.1.0
plsdepot==0.1.17 <
> poorman==0.2.5
> portfolioBacktest==0.4.1
posterior==1.2.1 | posterior==1.2.2
prettymapr==0.2.3 | prettymapr==0.2.4
processx==3.5.3 | processx==3.6.0
> profileModel==0.6.1
progressr==0.10.0 | progressr==0.10.1
proxy==0.4-26 | proxy==0.4-27
> psychometric==2.3
> pwt==7.1-1
qrmdata==2019-12-03-1 | qrmdata==2022-05-31-1
qualtRics==3.1.5 | qualtRics==3.1.6
> QuantPsyc==1.6
quint==2.1.0 <
R2WinBUGS==2.1-21 <
ramcmc==0.1.2 <
> randomForestSRC==3.1.0
> Rborist==0.2-3
rcartocolor==2.0.0 <
RcppArmadillo==0.11.1.1.0 | RcppArmadillo==0.11.2.0.0
> RcppCNPy==0.2.11
RCurl==1.98-1.6 | RCurl==1.98-1.7
Rdpack==2.3 | Rdpack==2.3.1
> rdwd==1.6.0
readabs==0.4.12 <
rethnicity==0.2.3 <
> RGCCA==2.1.2
> rgenoud==5.9-0.3
rgl==0.108.3.2 | rgl==0.109.2
> rglwidget==0.2.1
> rhandsontable==0.3.8
rje==1.10.16 | riskRegression==2022.03.22
> rje==1.11.0
Rlab==4.0 <
R.methodsS3==1.8.1 | R.methodsS3==1.8.2
> rMIDAS==0.4.0
> Rmisc==1.5.1
R.oo==1.24.0 | R.oo==1.25.0
Rook==1.1-1 <
rosm==0.2.5 | rosm==0.2.6
rpf==1.0.11 <
> RSNNS==0.4-14
rsvg==2.3.1 | rtkore==1.5.5
> ruta==1.1.0
santoku==0.7.0 | santoku==0.8.0
> sarima==0.9
scholar==0.2.2 <
> scoringRules==1.0.1
SCtools==0.3.1 | SCtools==0.3.2.1
selectiveInference==1.2.5 <
sessioninfo==1.1.1 | sessioninfo==1.2.2
> set6==0.2.4
shinyLP==1.1.2 <
sidrar==0.2.7 | sidrar==0.2.8
> simstudy==0.4.0
> smaa==0.3-1
sna==2.6 | sna==2.7
> softImpute==1.4-1
SOUP==1.1 <
sp==1.4-7 | sp==1.5-0
spacetime==1.2-6 | spacetime==1.2-7
sparklyr==1.7.6.9000 | sparklyr==1.7.7
> SparseGrid==0.8.2
> sparseLDA==0.1-9
SpatialEpi==1.2.7 <
> spgs==1.0-3
> sprtt==0.1.0
> spsh==1.1.0
> ssr==0.1.1
> stable==1.1.6
StatMeasures==1.0 | statip==0.2.3
stmCorrViz==1.3 <
stminsights==0.4.1 <
> survivalmodels==0.1.13
> survRM2==1.0-4
> swagger==3.33.1
Synth==1.1-5 | Synth==1.1-6
tableone==0.13.2 <
targets==0.12.0 | targets==0.12.1
terra==1.5-21 | terra==1.5-34
textutils==0.2-1 <
tidycensus==...
v48 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v48
== Comparing Rscript /tools/r_list_versions.R | sort ==
> agridat==1.21
baseline==1.3-1 | baseline==1.3-4
BayesDA==2012.04-1 | BayesFactor==0.9.12-4.4
BayesFactor==0.9.12-4.3 | bayesforecast==1.0.1
> bayesGARCH==2.1.10
> bazar==1.0.11
> BB==2019.10-1
BDEsize==1.6 <
Benchmarking==0.30 <
> BioStatR==3.1.2
> bonsai==0.1.0
bpa==0.1.1 <
broom==0.8.0 | broom==1.0.0
broom.helpers==1.7.0 | broom.helpers==1.8.0
bslib==0.3.1 | bslib==0.4.0
BVAR==1.0.3 <
cachem==1.0.5 | cachem==1.0.6
Cairo==1.5-15 | Cairo==1.6-0
callr==3.7.0 | callr==3.7.1
> catdata==1.2.2
> censored==0.1.0
> ChannelAttribution==2.0.5
choroplethrAdmin1==1.1.1 <
> clusterability==0.1.1.0
clustree==0.5.0 <
> cocor==1.1-4
> colourvalues==0.3.7
Compind==2.5 <
convertr==0.1 <
corpus==0.10.2 <
> COUNT==1.3.4
crypto2==1.4.3 <
datamods==1.3.2 | datamods==1.3.3
dataPreparation==1.0.4 | dataPreparation==1.0.5
> ddalpha==1.3.13
> DeclareDesign==1.0.0
dendextend==1.15.2 | dendextend==1.16.0
deSolve==1.32 | deSolve==1.33
> Dict==0.1.0
dimRed==0.2.5 | dimRed==0.2.6
> discretization==1.0-1.1
downlit==0.4.1 | downlit==0.4.2
> dtwSat==0.2.7
dynamicTreeCut==1.63-1 | dynpanel==0.1.0
> edfun==0.2.0
edgebundleR==0.1.4 <
embed==0.2.0 <
> emuR==2.3.0
estimability==1.3 | estimability==1.4
estimatr==0.30.6 | estimatr==1.0.0
evd==2.3-6 | evd==2.3-6.1
> fabricatr==1.0.0
> FactoClass==1.2.7
> fANCOVA==0.6-1
farver==2.1.0 | farver==2.1.1
> fasterize==1.0.3
> FastKNN==0.0.1
fastmatrix==0.4-1 | fastmatrix==0.4-12
fDMA==2.2.6 <
> fdth==1.2-6
fGarch==3042.83.2 | fGarch==4021.86
fields==13.3 | fields==14.0
ForeCA==0.2.7 <
fpow==0.0-2 <
> fpp2==2.4
frequency==0.4.1 | fresh==0.2.0
fritools==3.5.0 | fritools==3.5.1
gam==1.20.1 | gam==1.20.2
generics==0.1.2 | generics==0.1.3
> GenOrd==1.4.0
> geodata==0.4-6
geometry==0.4.6 | geometry==0.4.6.1
> getPass==0.2-2
> ggblanket==1.2.0
> ggdag==0.2.5
ggsn==0.5.0 | ggspatial==1.1.6
ggspatial==1.1.5 <
gld==2.6.4 | gld==2.6.5
GoFKernel==2.1-1 | goft==1.3.6
googleway==2.7.6 <
Greg==1.4.0 <
> grf==2.1.0
> gsw==1.0-6
gtExtras==0.4.0 | gtExtras==0.4.1
gtools==3.9.2.2 | gtools==3.9.3
hardhat==1.1.0 | hardhat==1.2.0
HARModel==1.0 <
htmlTable==2.4.0 | htmlTable==2.4.1
htmltools==0.5.2 | htmltools==0.5.3
> ibdreg==0.3.6
ica==1.0-2 | ica==1.0-3
igraph==1.3.2 | igraph==1.3.3
> import==1.3.0
insight==0.17.1 | insight==0.18.0
> interp==1.1-3
itertools==0.1-3 <
> ivmodel==1.9.0
kehra==0.1 | kamila==0.1.2
kmed==0.4.0 <
knockoff==0.3.5 <
latticeExtra==0.6-29 | latexpdf==0.1.7
> latticeExtra==0.6-30
lavaan==0.6-11 | lavaan==0.6-12
> leaftime==0.2.0
lessR==4.2.0 | lessR==4.2.2
> lestat==1.9
LexisNexisTools==0.3.5 <
lfda==1.1.3 <
> lmvar==1.5.2
> locpol==0.7-0
lomb==2.1.0 <
lunar==0.2-1 <
maboost==1.0-0 <
> malariaAtlas==1.0.1
> mapdeck==0.3.4
markovchain==0.8.9 | markovchain==0.9.0
> Matching==4.10-2
> mcmcOutput==0.1.1
MCS==0.1.3 <
> meanShiftR==0.56
melt==1.5.2 <
memoise==2.0.0 | memoise==2.0.1
mgm==1.2-12 | mgm==1.2-13
> MGMM==1.0.0
mistr==0.0.5 <
modeldata==0.1.1 | modeldata==1.0.0
modelsummary==0.11.1 | modelsummary==1.0.2
monomvn==1.9-15 <
MPV==1.57 | MPV==1.58
> mrfDepth==1.0.13
> msme==0.5.3
> multilevel==2.7
> MultiRNG==1.2.4
> mvProbit==0.1-10
> nasapower==4.0.7
neldermead==1.0-12 <
nimble==0.12.2 <
NonCompart==0.5.1 | NonCompart==0.6.0
nonparaeff==0.5-13 <
nor1mix==1.3-0 <
normalr==1.0.0 <
nricens==1.6 | nptest==1.0-3
> nsprcomp==0.5.1-2
nzelect==0.4.0 | oce==1.7-8
oglmx==3.0.0.0 <
optimsimplex==1.0-8 <
packrat==0.8.0 | packrat==0.8.1
pals==1.7 <
ParamHelpers==1.14 | ParamHelpers==1.14.1
pcaPP==2.0-1 | pcaPP==2.0-2
pdftools==3.2.1 | pdftools==3.3.0
> pdist==1.2.1
> pdynmc==0.9.7
> perm==1.0-0.2
> picante==1.8.2
pillar==1.7.0 | pillar==1.8.0
pkgsearch==3.1.0 | pkgsearch==3.1.1
> plotluck==1.1.1
pls==2.8-0 | pls==2.8-1
plsVarSel==0.9.7 | plsVarSel==0.9.8
> plumber==1.2.0
poissonreg==1.0.0 | poismf==0.4.0
polite==0.1.1 <
PostcodesioR==0.3.1 <
priceR==0.1.6 | priceR==0.1.62
processx==3.6.1 | processx==3.7.0
> psychometric==2.3
QCA==3.16 <
> qlcMatrix==0.9.7
qrmdata==2022-05-31-1 <
qtl==1.50 | qtl==1.52
qtlmt==0.1-6 <
quanteda.textstats==0.95 <
> randomForestSRC==3.1.1
> randomizr==0.22.0
> rapidoc==8.4.3
RAQSAPI==2.0.3 <
rBayesianOptimization==1.2.0 <
Rcpp==1.0.8.3 | Rcpp==1.0.9
recipes==0.2.0 | recipes==1.0.1
report==0.5.1 <
rgl==0.109.2 | rgl==0.109.6
> riem==0.3.0
rlang==1.0.3 | rlang==1.0.4
> Rmagic==2.0.3
rmda==1.6 <
> Rmixmod==2.1.6
RNifti==1.4.0 | RNifti==1.4.1
robust==0.7-0 | robust==0.7-1
rsconnect==0.8.26 | rsconnect==0.8.27
rsparkling==0.2.19 <
RSQLite==2.2.14 | RSQLite==2.2.15
rstpm2==1.5.6 | rstpm2==1.5.7
> rTensor==1.4.8
> rucm==0.6
ruta==1.1.0 <
sass==0.4.1 | sass==0.4.2
> scholar==0.2.3
scorecard==0.3.7 | SciViews==0.9-13.1
> scorecard==0.3.8
see==0.7.1 | seededlda==0.8.1
> SemiPar==1.0-4.2
seriation==1.3.5 | seriation==1.3.6
sf==1.0-7 | sf==1.0-8
> sgd==1.1.1
> shinydashboardPlus==2.0.3
shinyWidgets==0.7.0 | shinyWidgets==0.7.1
sidrar==0.2.8 | sidrar==0.2.9
> SimMultiCorrData==0.2.2
simstudy==0.4.0 | simstudy==0.5.0
sits==1.0.0 | sits==1.1.0
sm==2.2-5.7 | sm==2.2-5.7.1
smaa==0.3-1 <
snowfall==1.84-6.1 | snowfall==1.84-6.2
> SoDA==1.0-6.1
> sodium==1.2.1
spam==2.8-0 | spam==2.9-0
> sparsio==1.0.1
> spatialreg==1.2-3
> spatialwidget==0.2.3
> splm==1.5-3
> spNNGP==1.0.0
stacks==0.2.3 | stacks==1.0.0
statBasics==0.1.0 <
> StatMatch==1.4.1
stlplus==0.5.1 <
stringi==1.7.6 | stringi==1.7.8
svd==0.5.1 | svd==0.5.2
> swagger==3.33.1
> TeachingSampling==4.1.1
textrecipes==0.5.2 | textrecipes==1.0.0
tfdatasets==2.7.0 | tfdatasets==2.9.0
tfestimators==1.9.2 <
tfprobability==0.15.0 <
themis==0.2.2 | themis==1.0.0
tidymodels==0.2.0 | tidymodels==1.0.0
timeSeries==3062.100 | timeSeries==4021.104
> topsis==1.0
transformr==0.1.3 <
TSP==1.2-0 | TSP==1.2-1
tune==0.2.0 | tune==1.0.0
> twosamples==2.0.0
uklr==1.0.2 <
> USAboundaries==0.4.0
USgas==0.1.1 <
venn==1.11 <
vetr==0.2.13 | vetiver==0.1.6
VGAM==1.1-6 | vetr==0.2.14
> VGAM==1.1-7
> vistime==1.2.1
vtable==1.3.3 | vrtest==1.0
> vtable==1.3.4
> waiter==0.2.5
WDI==2.7.6 | WDI==2.7.7
WeightSVM==1.7-9 | webutils==1.1
> WeightSVM==1.7-11
workflows==0.2.6 | workflows==1.0.0
workflowsets==0.2.1 | workflowsets==1.0.0
worldfootballR==0.5.6 | worldfootballR==0.5.7
> wrassp==1.0.1
WRS2==1.1-4 <
xSub==3.0.1 | xSub==3.0.2
yaImpute==1.0-32 <
yulab.utils==0.0.4 | yulab.utils==0.0.5
== Comparing pip freeze ==
cffi==1.15.0 | cffi==1.15.1
charset-normalizer==2.0.12 | charset-normalizer==2.1.0
debugpy==1.6.0 | debugpy==1.6.2
fastjsonschema==2.15.3 | fastjsonschema==2.16.1
ipykernel==6.15.0 | ipykernel==6.15.1
jsonschema==4.6.1 | jsonschema==4.7.2
jupyter-core==4.10.0 | jupyter-core==4.11.1
jupyter-server==1.18.0 | jupyter-server==1.18.1
jupyterlab-server==2.14.0 | jupyterlab-server==2.15.0
nbclassic==0.3.7 | nbclassic==0.4.3
nb...
v45 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v45
== Comparing Rscript /tools/r_list_versions.R | sort ==
abbreviate==0.1 <
academictwitteR==0.3.1 <
additiveDEA==1.1 | adagio==0.8.4
> adaptMCMC==1.4
ade4==1.7-18 | ade4==1.7-19
adegenet==2.1.5 | adegenet==2.1.6
adegraphics==1.0-16 <
adephylo==1.1-11 <
adespatial==0.3-16 <
admisc==0.26 | admisc==0.27
akima==0.6-2.3 | akima==0.6-3.4
akmeans==1.1 | AlgDesign==1.2.1
AlgDesign==1.2.0 <
> ANN2==2.3.4
apcluster==1.4.9 <
> arfima==1.8-0
> arkhe==0.4.0
arrow==7.0.0 | arrow==8.0.0
assertive.properties==0.0-4 | assertive.properties==0.0-5
astsa==1.14 | astsa==1.15
> asypow==2015.6.25
attempt==0.3.1 <
> auditor==1.3.3
> autocogs==0.1.4
babelgene==22.3 | aws.signature==0.6.0
backtest==0.3-4 <
BART==2.9 | Barnard==1.8
BAS==1.6.0 | BAS==1.6.2
base64==2.0 <
> basedosdados==0.2.1
BasketballAnalyzeR==0.5.0 | BatchGetSymbols==2.6.4
BatchGetSymbols==2.6.1 | bayesAB==1.1.3
bayestestR==0.11.5 | bayestestR==0.12.1
BayesTree==0.3-1.4 <
bbmle==1.0.24 | bbmle==1.0.25
bbotk==0.5.2 | bbotk==0.5.3
BDgraph==2.66 | BDEsize==1.6
> BDgraph==2.67
Benchmarking==0.29 <
berryFunctions==1.21.2 | berryFunctions==1.21.14
BET==0.4.2 <
> BETS==0.4.9
bigmemory==4.5.36 <
bindrcpp==0.2.2 <
binom==1.1-1 | binom==1.1-1.1
binsreg==0.7 <
bio3d==2.4-3 <
BiocManager==1.30.16 | BiocManager==1.30.18
bipartite==2.16 | bipartite==2.17
BlakerCI==1.0-6 | biwavelet==0.20.21
blastula==0.3.2 <
blavaan==0.4-1 <
blockcluster==4.5.1 <
BMA==3.18.15 <
Boom==0.9.7 | Boom==0.9.10
BoomSpikeSlab==1.2.4 | BoomSpikeSlab==1.2.5
> bpa==0.1.1
> brant==0.3-0
brm==1.1.1 <
> brnn==0.9.2
broom.helpers==1.6.0 | broom.helpers==1.7.0
bs4Dash==2.0.3 | bs4Dash==2.1.0
bsts==0.9.7 | bsts==0.9.8
calculus==0.3.3 <
cancensus==0.5.0 <
CARBayes==5.2.5 | CARBayes==5.3
CARBayesdata==2.2 | CARBayesdata==3.0
caret==6.0-91 | caret==6.0-92
> causaldrf==0.3
cccp==0.2-7 | cclust==0.6-24
CCP==1.1 | CCP==1.2
checkmate==2.0.0 | checkmate==2.1.0
> checkpoint==1.0.2
> ChemoSpec==6.1.3
> ChemoSpecUtils==1.0.0
> choiceDes==0.9-3
> CholWishart==1.1.2
> choroplethrAdmin1==1.1.1
chron==2.3-56 | chron==2.3-57
circlize==0.4.14 | circlize==0.4.15
circular==0.4-94 <
classifierplots==1.4.0 <
cld2==1.2.1 <
ClickClust==1.1.5 <
clickstream==1.3.1 <
clime==0.4.1 | climate==1.0.4
clue==0.3-60 | clue==0.3-61
clusterSim==0.49-2 | clusterSim==0.50-1
> clustree==0.4.4
> cmaes==1.0-12
cobalt==4.3.2 | cocor==1.1-3
> coinmarketcapr==0.4
colorBlindness==0.1.9 <
colorRamps==2.3 | colorRamps==2.3.1
Compind==2.3 <
CompQuadForm==1.4.3 | comprehenr==0.6.10
> concaveman==1.1.0
> convertr==0.1
corels==0.0.4 <
> coronavirus==0.3.31
correlation==0.8.0 | correlation==0.8.1
countrycode==1.3.1 | countrycode==1.4.0
csvread==1.2.1 | crypto2==1.4.3
> CTT==2.3.3
customsteps==0.7.1.0 | cvAUC==1.1.4
> CVST==0.2-3
> cvTools==0.3.2
DAAG==1.24 | DAAG==1.25.3
dagitty==0.3-1 | dae==3.2-13
DALEX==2.4.0 | DALEX==2.4.1
DALEXtra==2.1.1 | DALEXtra==2.2.0
dashboardthemes==1.1.5 <
datamods==1.2.0 | dataMaid==1.4.1
> datamods==1.3.2
dataRetrieval==2.7.11 <
datasauRus==0.1.4 | datasauRus==0.1.6
datawizard==0.4.0 | datawizard==0.4.1
datetime==0.1.4 | dbarts==0.9-22
datos==0.4.0 <
> ddpcr==1.15
> deducorrect==1.3.7
DensParcorr==1.1 <
depmixS4==1.5-0 <
DescTools==0.99.44 | DescTools==0.99.45
deseasonalize==1.35 <
detzrcr==0.3.1 <
> dfoptim==2020.10-1
dHSIC==2.1 <
> DiagrammeRsvg==0.1
dichromat==2.0-0 | dichromat==2.0-0.1
dictionar6==0.1.3 | diffdf==1.0.4
dint==2.1.3 | dils==0.8.1
> dimensio==0.2.2
> DIMORA==0.2.0
> dimRed==0.2.5
> discretization==1.0-1
DiscriMiner==0.1-29 | discSurv==2.0.0
disdat==1.0-0 <
distr6==1.6.9 <
> DistributionUtils==0.6-0
dm==0.2.8 <
doc2vec==0.2.0 <
donut==1.0.2 | docstring==1.0.0
> doFuture==0.12.2
> doMC==1.3.8
dosearch==1.0.8 <
> dotenv==1.0.3
dplyr==1.0.8 | dplyr==1.0.9
> DRR==0.0.4
DT==0.22 | DT==0.23
dummies==1.5.6 <
> dynamicTreeCut==1.63-1
> easypackages==0.1.0
EcoHydRology==0.4.12.1 <
edfun==0.2.0 <
edgar==2.0.5 <
> editrules==2.9.3
effectsize==0.6.0.1 | effectsize==0.7.0
ellipse==0.4.2 | elevatr==0.4.2
> ellipse==0.4.3
elo==3.0.1 | embed==0.2.0
EloRating==0.46.11 <
emmeans==1.7.3 | emmeans==1.7.4-1
> emuR==2.3.0
epiDisplay==3.5.0.1 | epiDisplay==3.5.0.2
epiR==2.0.46 | epiR==2.0.48
eply==0.1.2 <
ergm==4.1.2 | ergm==4.2.1
esquisse==1.1.0 | esquisse==1.1.1
> ETLUtils==1.5
exams==2.3-6 | exactextractr==0.8.2
> ExpDes==1.2.2
Fahrmeir==2016.5.31 <
farff==1.1.1 <
fAsianOptions==3042.82 <
fastAdaboost==1.0.0 <
fastGHQuad==1.0 | fastGHQuad==1.0.1
fastmatrix==0.4 | fastmatrix==0.4-1
fastqcr==0.1.2 <
fastrmodels==1.0.2 <
fastSOM==1.0.1 <
ff==4.0.5 | ff==4.0.7
FFdownload==1.0.6 | FField==0.1.0
filehashSQLite==0.2-4 | filehashSQLite==0.2-6
> filelock==1.0.2
finreportr==1.0.4 <
FitAR==1.94 <
> flair==0.0.2
FNN==1.1.3 | FNN==1.1.3.1
fOptions==3042.86 <
ForeCA==0.2.7 <
forecastML==0.9.0 <
> forestplot==2.0.1
> fpow==0.0-2
fpp2==2.4 <
fractaldim==0.8-5 <
franc==1.1.4 <
> frequency==0.4.1
> FSAdata==0.3.9
fslr==2.24.1 | fslr==2.25.1
fst==0.9.8 | fst==0.9.4
fstcore==0.9.12 | functional==0.6
fueleconomy==1.0.0 <
fUnitRoots==3042.79 <
furrr==0.2.3 | funtimes==8.2
> furrr==0.3.0
future==1.24.0 | future==1.26.1
future.apply==1.8.1 | future.apply==1.9.0
gamlss==5.4-1 | gamlss==5.4-3
gdata==2.18.0 | gdalUtilities==1.2.1
> gdata==2.18.0.1
> gdistance==1.3-6
> gee==4.13-23
geepack==1.3.3 | geepack==1.3.4
> genetics==1.3.8.1.3
GenKern==1.2-60 <
geojsonlint==0.4.0 | geojsonsf==2.0.3
geojsonR==1.1.0 <
geojsonsf==2.0.2 <
geometry==0.4.5 | geometry==0.4.6
geonames==0.999 <
getPass==0.2-2 <
> ggenealogy==1.0.1
gghalves==0.1.1 | gghalfnorm==1.1.2
> gghalves==0.1.3
ggimage==0.3.0 | ggimage==0.3.1
> ggmcmc==1.5.1.1
ggnetwork==0.5.10 | ggOceanMaps==1.2.6
ggnewscale==0.4.7 <
ggplot2==3.3.5 | ggplot2==3.3.6
ggplotgui==1.0.0 <
> ggQC==0.0.31
> ggside==0.2.0
ggstatsplot==0.9.1 <
ggvoronoi==0.8.4 <
> githubinstall==0.2.2
glmmML==1.1.2 | glmmML==1.1.3
> glmnetUtils==1.1.8
globals==0.14.0 | globals==0.15.0
gm==1.0.2 <
> Gmisc==3.0.0
gmodels==2.18.1 | gmodels==2.18.1.1
gnm==1.1-1 | gnm==1.1-2
goft==1.3.6 <
googleVis==0.6.12 | googleVis==0.7.0
googleway==2.7.6 <
gplots==3.1.1 | gplots==3.1.3
> Greg==1.4.0
> grImport==0.9-5
> grImport2==0.2-0
> grnn==0.1.0
> grplasso==0.4-7
> gsDesign==3.3.0
gt==0.4.0 | gsynth==1.2.1
> gt==0.6.0
gtools==3.9.2 | gtools==3.9.2.1
gtrendsR==1.5.0 | gtrendsR==1.5.1
gtsummary==1.5.2 | gtsummary==1.6.0
h2o==3.36.0.4 | h2o==3.36.1.2
HardyWeinberg==1.7.4 | HardyWeinberg==1.7.5
> HARModel==1.0
HDCI==1.0-2 | hdf5r==1.3.5
highfrequency==0.9.2 <
Hmisc==4.6-0 | hmeasure==1.0-2
> Hmisc==4.7-0
hoardr==0.5.2 <
hopkins==1.0 <
HSAUR==1.3-9 | HSAUR==1.3-10
httr==1.4.2 | httr==1.4.3
> hyperSpec==0.100.0
icesTAF==3.6.0 <
Imap==1.32 | ImaginR==0.1.7
iml==0.10.1 | iml==0.11.0
independence==1.0.1 <
inlabru==2.5.2 <
insight==0.17.0 | insight==0.17.1
intubate==1.0.0 <
inventorize==1...
v47 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v47
== Comparing Rscript /tools/r_list_versions.R | sort ==
additivityTests==1.1-4 | additivityTests==1.1-4.1
admisc==0.28 | admisc==0.29
> alpaca==0.3.3
andrews==1.0 <
> areaplot==1.2.2
arkhe==0.4.0 | arkhe==0.5.0
asypow==2015.6.25 <
autocogs==0.1.4 <
> aws.s3==0.3.21
baguette==0.2.0 | baguette==1.0.0
bayesAB==1.1.3 | BayesDA==2012.04-1
> beanplot==1.3.1
BiasedUrn==1.07 <
binr==1.1 | binr==1.1.1
bnclassify==0.4.6 <
brotli==1.2 <
bs4Dash==2.1.0 <
cartography==3.0.1 <
Chaos01==1.2.1 <
clustree==0.4.4 | clustree==0.5.0
> collapsibleTree==0.1.7
colortools==0.1.5 <
Compind==2.4 | Compind==2.5
concaveman==1.1.0 <
> crunch==1.30.0
DALEX==2.4.1 | DALEX==2.4.2
dash==0.9.3 <
> dataCompareR==0.1.4
DBI==1.1.2 | DBI==1.1.3
dbplyr==2.2.0 | dbplyr==2.2.1
decido==0.3.0 <
deepnet==0.2 | deepnet==0.2.1
dfidx==0.0-4 | dfidx==0.0-5
dgof==1.2 | dgof==1.4
dils==0.8.1 <
discretization==1.0-1.1 | discrim==1.0.0
discrim==0.2.0 <
> distill==1.4
> dlr==1.0.1
> downlit==0.4.1
dplR==1.7.3 | dplR==1.7.4
dtree==0.4.2 <
> dvmisc==1.1.4
easyr==0.5-8 | easyr==0.5-9
> edgar==2.0.5
> edgarWebR==1.1.0
emmeans==1.7.4-1 | emmeans==1.7.5
emuR==2.3.0 <
Epi==2.46 | Epi==2.47
epiR==2.0.48 | EpiNow2==1.3.2
eRm==1.0-2 <
evir==1.7-4 <
FactoClass==1.2.7 <
fBasics==3042.89.1 | fBasics==3042.89.2
featuretoolsR==0.4.4 <
FField==0.1.0 <
fiery==1.1.3 <
> fit.models==0.64
flexsurv==2.1 | flexsurv==2.2
> forecastML==0.9.0
> fractaldim==0.8-5
fresh==0.2.0 <
fUnitRoots==3042.79 <
gdistance==1.3-6 <
> gems==1.1.1
> GeneralizedHyperbolic==0.8-4
genetics==1.3.8.1.3 <
GetLattesData==1.4.1 <
> ggpie==0.2.2
ggpmisc==0.4.6 | ggpmisc==0.4.7
ggResidpanel==0.3.0 <
GISTools==0.7-4 <
git2r==0.30.1 <
globals==0.15.0 | globals==0.15.1
> googlePolylines==0.8.2
> googleway==2.7.6
GpGp==0.4.0 <
gsDesign==3.3.0 <
gsw==1.0-6 <
gtsummary==1.6.0 | gtsummary==1.6.1
hmeasure==1.0-2 <
> httpcache==1.2.0
huxtable==5.4.0 | hutils==1.8.1
> huxtable==5.5.0
ibdreg==0.3.6 <
ICglm==0.1.0 | icesTAF==3.6.0
> inaparc==1.2.0
> IndexNumber==1.3.2
intsvy==2.5 <
itsadug==2.4 | itsadug==2.4.1
Jmisc==0.3.1 | Jmisc==0.3.1.1
> JuliaCall==0.17.4
> kairos==1.1.0
> kimisc==0.4
klaR==1.7-0 | klaR==1.7-1
> klustR==0.1.0
> knitrProgressBar==1.1.0
> knockoff==0.3.5
> kpeaks==1.1.0
laGP==1.5-6 <
lasso2==1.2-22 <
leafgl==0.1.1 <
leaftime==0.2.0 <
> listcomp==0.4.1
lobstr==1.1.1 | lobstr==1.1.2
loggit==2.1.1 <
luca==1.0-6 <
luz==0.2.0 | lvplot==0.2.0
malariaAtlas==1.0.1 <
> mapboxapi==0.4
MCMCglmm==2.33 | MCMCglmm==2.34
> Mcomp==2.8
melt==1.5.1 | melt==1.5.2
MESS==0.5.7 | MESS==0.5.9
> microsynth==2.0.31
mlflow==1.26.1 <
mlr3tuningspaces==0.2.0 | mlr3tuningspaces==0.3.0
modeest==2.4.0 <
> morphemepiece==1.2.3
> morphemepiece.data==1.2.0
> MSwM==1.5
multilevel==2.7 <
> multipanelfigure==2.1.2
mvc==1.3 <
netstat==0.1.1 <
> nhanesA==0.6.7.1
NonCompart==0.5.0 | NonCompart==0.5.1
nonparaeff==0.5-8 | nonlinearTseries==0.2.12
> nonparaeff==0.5-13
oce==1.7-6 <
> oglmx==3.0.0.0
> ompr==1.0.2
openair==2.9-1 | openair==2.10-0
> OpenMx==2.20.6
osmar==1.1-7 <
> oz==1.0-21
parsnip==0.2.1 | parsnip==1.0.0
partykit==1.2-15 | partykit==1.2-16
pedometrics==0.12.0 | pedometrics==0.12.1
performance==0.9.0 | performance==0.9.1
> phenofit==0.3.2
phonics==1.3.10 <
> piecemaker==1.0.1
pkgload==1.2.4 | pkgload==1.3.0
plotluck==1.1.1 <
PNWColors==0.1.0 | poissonreg==1.0.0
poisson==1.0 <
poissonreg==0.2.0 <
portfolioBacktest==0.4.1 <
POT==1.1-10 <
powerMediation==0.3.4 | ppclust==1.1.0
ppsr==0.0.2 <
processx==3.6.0 | processx==3.6.1
> protr==1.6-2
ps==1.7.0 | ps==1.7.1
psychometric==2.3 <
> pvclust==2.2-0
pwt==7.1-1 | qap==0.1-2
qap==0.1-1 <
randomForestSRC==3.1.0 <
randomizr==0.22.0 <
randtests==1.0 | randtests==1.0.1
ranger==0.13.1 | ranger==0.14.1
raster==3.5-15 | raster==3.5-21
rayrender==0.23.6 <
> rbenchmark==1.0.0
> RcppNumerical==0.4-0
> RDota2==0.1.6
> Rdsdp==1.0.5.2
> readxlsb==0.1.4
recommenderlab==1.0.0 | recommenderlab==1.0.1
> REdaS==0.9.4
reqres==0.2.3 <
> retrosheet==1.1.4
> rFerns==5.0.0
rgeopat2==0.3.9 <
rje==1.11.0 <
rlang==1.0.2 | rlang==1.0.3
RMariaDB==1.1.1 | Rlof==1.1.2
> RMariaDB==1.2.2
rMIDAS==0.4.0 | rMIDAS==0.4.1
> robust==0.7-0
routr==0.4.0 | RoughSets==1.3-7
> rpf==1.0.11
rsample==0.1.1 | RRF==1.9.4
> rsample==1.0.0
> rsparkling==0.2.19
rules==0.2.0 | rules==1.0.0
> runner==0.4.1
R.utils==2.11.0 | R.utils==2.12.0
sandwich==3.0-1 | sandwich==3.0-2
> sankeywheel==0.1.0
see==0.7.0 | see==0.7.1
> semTools==0.5-6
Sequential==4.3 <
> SGL==1.3
shinyalert==3.0.0 <
shinydashboardPlus==2.0.3 <
shinyFiles==0.9.2 <
> shinyLP==1.1.2
sigmoid==0.3.0 | sigmoid==1.4.0
simmer==4.4.4 | simmer==4.4.5
simputation==0.2.7 <
sjSDM==1.0.1 | sjSDM==1.0.2
> snowfall==1.84-6.1
spacefillr==0.3.0 | spacetime==1.2-8
spacetime==1.2-7 <
sparklyr==1.7.7 | sparklyr==1.7.7.9000
spatialreg==1.2-3 <
sperrorest==3.0.4 <
splm==1.5-3 <
srvyr==1.1.1 <
stable==1.1.6 <
> Stat2Data==2.0.0
statip==0.2.3 <
> STFTS==0.1.0
> stlplus==0.5.1
strucchange==1.5-2 | strucchange==1.5-3
svDialogs==1.1.0 <
svGUI==1.0.1 <
swagger==3.33.1 <
> tab==5.1.1
> tableone==0.13.2
tabula==1.6.1 | tabula==1.7.0
> tfplot==2021.6-1
> tframe==2015.12-1.1
tidylo==0.2.0 <
> tidytable==0.8.0
tinytex==0.39 | tinytex==0.40
> TMB==1.9.0
torchdatasets==0.1.0 <
trelliscopejs==0.2.6 <
> tsfgrnn==1.0.2
TSrepr==1.1.0 <
TT==0.98 <
> umap==0.2.8.0
> usefun==0.4.8
> vetr==0.2.13
vrtest==0.97 <
waiter==0.2.5 <
waveslim==1.8.2 | waveslim==1.8.3
webtools==0.7.10 | webtools==0.7.11
webutils==1.1 <
> worldfootballR==0.5.6
wrassp==1.0.1 <
wru==0.1-12 <
> yaImpute==1.0-32
zipcodeR==0.3.3 | zipcodeR==0.3.4
> ztable==0.2.3
== Comparing pip freeze ==
Babel==2.10.2 | Babel==2.10.3
bleach==5.0.0 | bleach==5.0.1
certifi==2022.5.18.1 | certifi==2022.6.15
importlib-metadata==4.11.4 | importlib-metadata==4.12.0
importlib-resources==5.7.1 | importlib-resources==5.8.0
ipykernel==6.14.0 | ipykernel==6.15.0
ipywidgets==7.7.0 | ipywidgets==7.7.1
jsonschema==4.6.0 | jsonschema==4.6.1
jupyter-console==6.4.3 | jupyter-console==6.4.4
jupyter-server==1.17.1 | jupyter-server==1.18.0
jupyterlab-widgets==1.1.0 | jupyterlab-widgets==1.1.1
prompt-toolkit==3.0.29 | prompt-toolkit==3.0.30
pyzmq==23.1.0 | pyzmq==23.2.0
stack-data==0.2.0 | stack-data==0.3.0
traitlets==5.2.2.post1 | traitlets==5.3.0
websocket-client==1.3.2 | websocket-client==1.3.3
widgetsnbextension==3.6.0 | widgetsnbextension==3.6.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
curl==7.68.0-1ubuntu2.11 | curl==7.68.0-1ubuntu2.12
libcurl4:amd64==7.68.0-1ubuntu2.11 | libcurl4:amd64==7.68.0-1ubuntu2.12
libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.11 | libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.12
libssl-dev:amd64==1.1.1f-1ubuntu2.13 | libssl-dev:amd64==1.1.1f-1ubuntu2.15
libssl1.1:amd64==1.1.1f-1ubuntu2.13 | libssl1.1:amd6...