Releases: Kaggle/docker-rstats
Releases · Kaggle/docker-rstats
v45 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/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 <
inventor...
v44 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v44
== Comparing Rscript /tools/r_list_versions.R | sort ==
> additiveDEA==1.1
> apcluster==1.4.9
autocogs==0.1.4 | autoencoder==1.1
> BART==2.9
> base64==2.0
> base64url==1.4
> bayesforecast==1.0.1
> bayesm==3.1-4
BDgraph==2.65 | BDgraph==2.66
> bestglm==0.37.3
> BET==0.4.2
> bindrcpp==0.2.2
> bio3d==2.4-3
> blavaan==0.4-1
> blockcluster==4.5.1
bookdown==0.25 | bookdown==0.26
> Boruta==7.0.0
brms==2.16.3 | brms==2.17.0
broom==0.7.12 | broom==0.8.0
broom.mixed==0.2.9.3 | broom.mixed==0.2.9.4
> brotli==1.2
> calculus==0.3.3
> caracas==1.1.2
> CARBayes==5.2.5
> CARBayesdata==2.2
causaldrf==0.3 <
ckanr==0.6.0 <
> cld2==1.2.1
cli==3.2.0 | cli==3.3.0
coinmarketcapr==0.4 <
> collections==0.3.5
> compositions==2.0-4
> corels==0.0.4
> csvread==1.2.1
> d3Network==0.5.2.1
> dagitty==0.3-1
> dash==0.9.3
> densEstBayes==1.0-2.1
deSolve==1.31 | DescTools==0.99.44
> deseasonalize==1.35
> deSolve==1.32
> dHSIC==2.1
DiceKriging==1.6.0 <
DistributionUtils==0.6-0 <
dlookr==0.5.5 | dlookr==0.5.6
> doc2vec==0.2.0
doFuture==0.12.1 <
doMC==1.3.8 <
dominanceanalysis==2.0.0 <
> dosearch==1.0.8
> DoubleML==0.4.1
drat==0.2.2 | drat==0.2.3
> dreamerr==1.2.3
dtwclust==5.5.9 | dtwclust==5.5.10
dvmisc==1.1.4 <
eha==2.9.0 | eha==2.10.0
> elo==3.0.1
Epi==2.44 | Epi==2.46
errorlocate==1.0.0 <
> estimatr==0.30.6
evd==2.3-4 | evd==2.3-6
> Exact==3.1
extrafont==0.17 | extrafont==0.18
> FAdist==2.4
> fastAdaboost==1.0.0
> fiery==1.1.3
filesstrings==3.2.2 | files==0.0.1
> FitAR==1.94
> fixest==0.10.4
> ForeCA==0.2.7
fst==0.9.4 | fst==0.9.8
> fstcore==0.9.12
> geojsonR==1.1.0
GetoptLong==1.0.5 <
> ggh4x==0.2.1
> ggsom==0.4.0
> ggtern==3.3.5
> ggTimeSeries==1.0.2
glmmML==1.1.1 | glmmML==1.1.2
glmnet==4.1-3 | glmnet==4.1-4
> gm==1.0.2
> gmm==1.6-6
GPArotation==2014.11-1 | GPArotation==2022.4-1
> greta==0.4.2
grImport==0.9-5 <
grImport2==0.2-0 <
haven==2.4.3 | haven==2.5.0
hdf5r==1.3.5 | HDCI==1.0-2
> hdi==0.1-9
> hsdar==1.0.4
> hutils==1.8.1
igraph==1.3.0 | igraph==1.3.1
ImaginR==0.1.7 <
> iml==0.10.1
> independence==1.0.1
> isotracer==1.1.3
> isotree==0.5.15
> kohonen==3.0.11
> labdsv==2.0-1
> languageserver==0.3.12
lars==1.2 | lars==1.3
> leafem==0.2.0
> leafgl==0.1.1
leafletR==0.4-0 <
> leafsync==0.1.0
> learnr==0.10.1
> lfda==1.1.3
> likert==1.3.5
> lime==0.5.2
> lunar==0.1-04
> makedummies==1.2.1
> malariaAtlas==1.0.1
maptools==1.1-3 | maptools==1.1-4
> mapview==2.11.0
> matchingR==1.3.3
> MatchIt==4.3.4
matrixStats==0.61.0 | matrixStats==0.62.0
MCMCpack==1.6-2 | MCMCpack==1.6-3
> minerva==1.5.10
minpack.lm==1.2-1 | minpack.lm==1.2-2
missMethods==0.3.0 <
mlr3tuningspaces==0.1.1 | mlr3tuningspaces==0.2.0
modelsummary==0.9.6 | modelsummary==0.10.0
modest==0.3-1 <
mongolite==2.5.0 | mongolite==2.6.0
> mpath==0.4-2.22
> MTE==1.0.2
> MTS==1.2.1
multilevel==2.7 <
> nabor==0.5.0
> ndtv==0.13.2
> networkDynamic==0.11.1
> ngramr==1.7.5
> nimble==0.12.2
> nlWaldTest==1.1.3
> nonnest2==0.5-5
> oce==1.7-2
opendatatoronto==0.1.4 <
> OpenMx==2.20.6
> osrm==3.5.1
oz==1.0-21 <
pdc==1.0.3 <
pdftools==3.1.1 | pdftools==3.2.0
peakRAM==1.0.2 <
> penalized==0.9-51
> philentropy==0.6.0
phosphoricons==0.1.1 | phosphoricons==0.1.2
poibin==1.5 <
> PolynomF==2.0-3
> poorman==0.2.5
productivity==1.1.0 <
> propagate==1.0-6
ps==1.6.0 | ps==1.7.0
> psd==2.1.1
> ptw==1.9-16
pvclust==2.2-0 <
> qdapTools==1.3.5
> quint==2.1.0
> R2WinBUGS==2.1-21
randomForestSRC==3.0.2 | randomForestSRC==3.1.0
rbenchmark==1.0.0 | rBayesianOptimization==1.2.0
rbibutils==2.2.7 | rbibutils==2.2.8
> Rblpapi==0.3.13
> Rborist==0.2-3
> RcppDE==0.1.6
> rdist==0.0.5
> readabs==0.4.12
> recommenderlab==0.2-7
> recosystem==0.5
> reldist==1.7-0
> renv==0.15.4
reshape==0.8.8 | reqres==0.2.3
> reshape==0.8.9
> rethnicity==0.2.2
rgdal==1.5-30 | rgdal==1.5-31
RGraphics==3.0-2 <
rhandsontable==0.3.8 <
RImagePalette==0.1.1 <
rlemon==0.1.0 | rlemon==0.2.0
rmarkdown==2.13 | rmarkdown==2.14
> Rmisc==1.5
> roll==1.1.6
> routr==0.4.0
Rserve==1.8-10 | RSNNS==0.4-14
rstan==2.21.3 | rstan==2.21.5
> rsvd==1.0.5
> rtkore==1.5.5
Rtsne==0.15 | Rtsne==0.16
> ruta==1.1.0
> sarima==0.9
scales==1.1.1 | scales==1.2.0
> scalreg==1.0.1
scholar==0.2.2 <
season==0.3.15 <
segmented==1.4-1 | segmented==1.5-0
sgof==2.3.2 <
shinyBS==0.61 | shinyBS==0.61.1
skimr==2.1.3 | skimr==2.1.4
> solitude==1.1.3
sp==1.4-6 | sp==1.4-7
splancs==2.01-42 | splancs==2.01-43
StatMatch==1.4.1 <
> stmCorrViz==1.3
> stminsights==0.4.1
> stream==1.5-0
stringfish==0.15.5 | stringfish==0.15.7
tab==5.1.1 <
tableone==0.13.0 | tableone==0.13.2
> targets==0.11.0
textTools==0.1.0 <
> tfdatasets==2.7.0
> tfprobability==0.15.0
themis==0.2.0 | themis==0.2.1
tidycensus==1.1.2 | tidycensus==1.2
> tidySEM==0.2.3
timereg==2.0.1 | timereg==2.0.2
> tmap==3.3-3
> TMB==1.8.1
> tmvtnorm==1.5
trelliscopejs==0.2.6 | trend==1.1.4
uuid==1.0-4 | uuid==1.1-0
vctrs==0.4.0 | vctrs==0.4.1
vegan==2.5-7 | vegan==2.6-2
VennDiagram==1.7.1 | VennDiagram==1.7.3
webshot==0.5.2 | webshot==0.5.3
> WeightSVM==1.7-9
WikipediR==1.5.0 <
xgboost==1.5.2.1 | xgboost==1.6.0.1
> XML2R==0.0.6
> yacca==1.4-2
zoo==1.8-9 | zoo==1.8-10
== Comparing pip freeze ==
> anyio==3.5.0
> Babel==2.10.1
importlib-resources==5.6.0 | importlib-metadata==4.11.3
> importlib-resources==5.7.1
> json5==0.9.6
jupyter-client==7.2.2 | jupyter-client==7.3.0
jupyter-core==4.9.2 | jupyter-core==4.10.0
jupyterlab-pygments==0.2.0 | jupyter-lsp==1.5.1
> jupyter-server==1.16.0
> jupyterlab==3.3.4
> jupyterlab-lsp==3.10.1
> jupyterlab-pygments==0.2.2
> jupyterlab-server==2.13.0
nbclient==0.5.13 | nbclassic==0.3.7
> nbclient==0.6.0
notebook==6.4.10 | notebook==6.4.11
> notebook-shim==0.1.0
Pygments==2.11.2 | Pygments==2.12.0
> pytz==2022.1
soupsieve==2.3.2 | sniffio==1.2.0
> soupsieve==2.3.2.post1
> websocket-client==1.3.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
git==1:2.25.1-1ubuntu3.2 | git==1:2.25.1-1ubuntu3.3
libarchive-dev:amd64==3.4.0-2ubuntu1.1 | libarchive-dev:amd64==3.4.0-2ubuntu1.2
libarchive13:amd64==3.4.0-2ubuntu1.1 | libarchive13:amd64==3.4.0-2ubuntu1.2
liblzma-dev:amd64==5.2.4-1ubuntu1 | liblzma-dev:amd64==5.2.4-1ubuntu1.1
liblzma5:amd64==5.2.4-1ubuntu1 | liblzma5:amd64==5.2.4-1ubuntu1.1
libnss-systemd:amd64==245.4-4ubuntu3.15 | libnss-systemd:amd64==245.4-4ubuntu3.16
libpam-systemd:amd64==245.4-4ubuntu3.15 | libpam-systemd:amd64==245.4-4ubuntu3.16
libsystemd0:amd64==245.4-4ubuntu3.15 | libsystemd0:amd64==245.4-4ubuntu3.16
systemd==245.4-4ubuntu3.15 | systemd==245.4-4ubuntu3.16
systemd-sysv==245.4-4ubuntu3.15 | systemd-sysv==245.4-4ubuntu3.16
systemd-timesyncd==245.4-4ubuntu3.15 | systemd-timesyncd==245.4-4ubuntu3.16
v44 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v44
== Comparing Rscript /tools/r_list_versions.R | sort ==
> additiveDEA==1.1
> apcluster==1.4.9
autocogs==0.1.4 | autoencoder==1.1
> BART==2.9
> base64==2.0
> base64url==1.4
> bayesforecast==1.0.1
> bayesm==3.1-4
BDgraph==2.65 | BDgraph==2.66
> bestglm==0.37.3
> BET==0.4.2
> bindrcpp==0.2.2
> bio3d==2.4-3
> blavaan==0.4-1
> blockcluster==4.5.1
bookdown==0.25 | bookdown==0.26
> Boruta==7.0.0
brms==2.16.3 | brms==2.17.0
broom==0.7.12 | broom==0.8.0
broom.mixed==0.2.9.3 | broom.mixed==0.2.9.4
> brotli==1.2
> calculus==0.3.3
> caracas==1.1.2
> CARBayes==5.2.5
> CARBayesdata==2.2
causaldrf==0.3 <
ckanr==0.6.0 <
> cld2==1.2.1
cli==3.2.0 | cli==3.3.0
coinmarketcapr==0.4 <
> collections==0.3.5
> compositions==2.0-4
> corels==0.0.4
> csvread==1.2.1
> d3Network==0.5.2.1
> dagitty==0.3-1
> dash==0.9.3
> densEstBayes==1.0-2.1
deSolve==1.31 | DescTools==0.99.44
> deseasonalize==1.35
> deSolve==1.32
> dHSIC==2.1
DiceKriging==1.6.0 <
DistributionUtils==0.6-0 <
dlookr==0.5.5 | dlookr==0.5.6
> doc2vec==0.2.0
doFuture==0.12.1 <
doMC==1.3.8 <
dominanceanalysis==2.0.0 <
> dosearch==1.0.8
> DoubleML==0.4.1
drat==0.2.2 | drat==0.2.3
> dreamerr==1.2.3
dtwclust==5.5.9 | dtwclust==5.5.10
dvmisc==1.1.4 <
eha==2.9.0 | eha==2.10.0
> elo==3.0.1
Epi==2.44 | Epi==2.46
errorlocate==1.0.0 <
> estimatr==0.30.6
evd==2.3-4 | evd==2.3-6
> Exact==3.1
extrafont==0.17 | extrafont==0.18
> FAdist==2.4
> fastAdaboost==1.0.0
> fiery==1.1.3
filesstrings==3.2.2 | files==0.0.1
> FitAR==1.94
> fixest==0.10.4
> ForeCA==0.2.7
fst==0.9.4 | fst==0.9.8
> fstcore==0.9.12
> geojsonR==1.1.0
GetoptLong==1.0.5 <
> ggh4x==0.2.1
> ggsom==0.4.0
> ggtern==3.3.5
> ggTimeSeries==1.0.2
glmmML==1.1.1 | glmmML==1.1.2
glmnet==4.1-3 | glmnet==4.1-4
> gm==1.0.2
> gmm==1.6-6
GPArotation==2014.11-1 | GPArotation==2022.4-1
> greta==0.4.2
grImport==0.9-5 <
grImport2==0.2-0 <
haven==2.4.3 | haven==2.5.0
hdf5r==1.3.5 | HDCI==1.0-2
> hdi==0.1-9
> hsdar==1.0.4
> hutils==1.8.1
igraph==1.3.0 | igraph==1.3.1
ImaginR==0.1.7 <
> iml==0.10.1
> independence==1.0.1
> isotracer==1.1.3
> isotree==0.5.15
> kohonen==3.0.11
> labdsv==2.0-1
> languageserver==0.3.12
lars==1.2 | lars==1.3
> leafem==0.2.0
> leafgl==0.1.1
leafletR==0.4-0 <
> leafsync==0.1.0
> learnr==0.10.1
> lfda==1.1.3
> likert==1.3.5
> lime==0.5.2
> lunar==0.1-04
> makedummies==1.2.1
> malariaAtlas==1.0.1
maptools==1.1-3 | maptools==1.1-4
> mapview==2.11.0
> matchingR==1.3.3
> MatchIt==4.3.4
matrixStats==0.61.0 | matrixStats==0.62.0
MCMCpack==1.6-2 | MCMCpack==1.6-3
> minerva==1.5.10
minpack.lm==1.2-1 | minpack.lm==1.2-2
missMethods==0.3.0 <
mlr3tuningspaces==0.1.1 | mlr3tuningspaces==0.2.0
modelsummary==0.9.6 | modelsummary==0.10.0
modest==0.3-1 <
mongolite==2.5.0 | mongolite==2.6.0
> mpath==0.4-2.22
> MTE==1.0.2
> MTS==1.2.1
multilevel==2.7 <
> nabor==0.5.0
> ndtv==0.13.2
> networkDynamic==0.11.1
> ngramr==1.7.5
> nimble==0.12.2
> nlWaldTest==1.1.3
> nonnest2==0.5-5
> oce==1.7-2
opendatatoronto==0.1.4 <
> OpenMx==2.20.6
> osrm==3.5.1
oz==1.0-21 <
pdc==1.0.3 <
pdftools==3.1.1 | pdftools==3.2.0
peakRAM==1.0.2 <
> penalized==0.9-51
> philentropy==0.6.0
phosphoricons==0.1.1 | phosphoricons==0.1.2
poibin==1.5 <
> PolynomF==2.0-3
> poorman==0.2.5
productivity==1.1.0 <
> propagate==1.0-6
ps==1.6.0 | ps==1.7.0
> psd==2.1.1
> ptw==1.9-16
pvclust==2.2-0 <
> qdapTools==1.3.5
> quint==2.1.0
> R2WinBUGS==2.1-21
randomForestSRC==3.0.2 | randomForestSRC==3.1.0
rbenchmark==1.0.0 | rBayesianOptimization==1.2.0
rbibutils==2.2.7 | rbibutils==2.2.8
> Rblpapi==0.3.13
> Rborist==0.2-3
> RcppDE==0.1.6
> rdist==0.0.5
> readabs==0.4.12
> recommenderlab==0.2-7
> recosystem==0.5
> reldist==1.7-0
> renv==0.15.4
reshape==0.8.8 | reqres==0.2.3
> reshape==0.8.9
> rethnicity==0.2.2
rgdal==1.5-30 | rgdal==1.5-31
RGraphics==3.0-2 <
rhandsontable==0.3.8 <
RImagePalette==0.1.1 <
rlemon==0.1.0 | rlemon==0.2.0
rmarkdown==2.13 | rmarkdown==2.14
> Rmisc==1.5
> roll==1.1.6
> routr==0.4.0
Rserve==1.8-10 | RSNNS==0.4-14
rstan==2.21.3 | rstan==2.21.5
> rsvd==1.0.5
> rtkore==1.5.5
Rtsne==0.15 | Rtsne==0.16
> ruta==1.1.0
> sarima==0.9
scales==1.1.1 | scales==1.2.0
> scalreg==1.0.1
scholar==0.2.2 <
season==0.3.15 <
segmented==1.4-1 | segmented==1.5-0
sgof==2.3.2 <
shinyBS==0.61 | shinyBS==0.61.1
skimr==2.1.3 | skimr==2.1.4
> solitude==1.1.3
sp==1.4-6 | sp==1.4-7
splancs==2.01-42 | splancs==2.01-43
StatMatch==1.4.1 <
> stmCorrViz==1.3
> stminsights==0.4.1
> stream==1.5-0
stringfish==0.15.5 | stringfish==0.15.7
tab==5.1.1 <
tableone==0.13.0 | tableone==0.13.2
> targets==0.11.0
textTools==0.1.0 <
> tfdatasets==2.7.0
> tfprobability==0.15.0
themis==0.2.0 | themis==0.2.1
tidycensus==1.1.2 | tidycensus==1.2
> tidySEM==0.2.3
timereg==2.0.1 | timereg==2.0.2
> tmap==3.3-3
> TMB==1.8.1
> tmvtnorm==1.5
trelliscopejs==0.2.6 | trend==1.1.4
uuid==1.0-4 | uuid==1.1-0
vctrs==0.4.0 | vctrs==0.4.1
vegan==2.5-7 | vegan==2.6-2
VennDiagram==1.7.1 | VennDiagram==1.7.3
webshot==0.5.2 | webshot==0.5.3
> WeightSVM==1.7-9
WikipediR==1.5.0 <
xgboost==1.5.2.1 | xgboost==1.6.0.1
> XML2R==0.0.6
> yacca==1.4-2
zoo==1.8-9 | zoo==1.8-10
== Comparing pip freeze ==
> anyio==3.5.0
> Babel==2.10.1
importlib-resources==5.6.0 | importlib-metadata==4.11.3
> importlib-resources==5.7.1
> json5==0.9.6
jupyter-client==7.2.2 | jupyter-client==7.3.0
jupyter-core==4.9.2 | jupyter-core==4.10.0
jupyterlab-pygments==0.2.0 | jupyter-lsp==1.5.1
> jupyter-server==1.16.0
> jupyterlab==3.3.4
> jupyterlab-lsp==3.10.1
> jupyterlab-pygments==0.2.2
> jupyterlab-server==2.13.0
nbclient==0.5.13 | nbclassic==0.3.7
> nbclient==0.6.0
notebook==6.4.10 | notebook==6.4.11
> notebook-shim==0.1.0
Pygments==2.11.2 | Pygments==2.12.0
> pytz==2022.1
soupsieve==2.3.2 | sniffio==1.2.0
> soupsieve==2.3.2.post1
> websocket-client==1.3.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
git==1:2.25.1-1ubuntu3.2 | git==1:2.25.1-1ubuntu3.3
libarchive-dev:amd64==3.4.0-2ubuntu1.1 | libarchive-dev:amd64==3.4.0-2ubuntu1.2
libarchive13:amd64==3.4.0-2ubuntu1.1 | libarchive13:amd64==3.4.0-2ubuntu1.2
liblzma-dev:amd64==5.2.4-1ubuntu1 | liblzma-dev:amd64==5.2.4-1ubuntu1.1
liblzma5:amd64==5.2.4-1ubuntu1 | liblzma5:amd64==5.2.4-1ubuntu1.1
libnss-systemd:amd64==245.4-4ubuntu3.15 | libnss-systemd:amd64==245.4-4ubuntu3.16
libpam-systemd:amd64==245.4-4ubuntu3.15 | libpam-systemd:amd64==245.4-4ubuntu3.16
libsystemd0:amd64==245.4-4ubuntu3.15 | libsystemd0:amd64==245.4-4ubuntu3.16
systemd==245.4-4ubuntu3.15 | systemd==245.4-4ubuntu3.16
systemd-sysv==245.4-4ubuntu3.15 | systemd-sysv==245.4-4ubuntu3.16
systemd-timesyncd==245.4-4ubuntu3.15 | systemd-timesyncd==245.4-4ubuntu3.16
v43 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v43
== Comparing Rscript /tools/r_list_versions.R | sort ==
> abbreviate==0.1
> abd==0.2-8
> academictwitteR==0.3.1
actuar==3.1-2 <
ade4==1.7-16 | ade4==1.7-18
adegraphics==1.0-15 | adegenet==2.1.5
> adegraphics==1.0-16
> adephylo==1.1-11
> adespatial==0.3-16
adimpro==0.9.3 | admisc==0.26
admisc==0.12 | agricolae==1.3-5
AER==1.2-9 <
afex==0.28-1 <
agricolae==1.3-3 <
AICcmodavg==2.3-1 <
AID==2.6 <
akima==0.6-2.1 | akima==0.6-2.3
alabama==2015.3-1 | akmeans==1.1
alr4==1.0.6 <
Amelia==1.7.6 | Amelia==1.8.0
anacor==1.1-3 <
animation==2.6 | animation==2.7
antiword==1.3 | antiword==1.3.1
aod==1.3.1 | aod==1.3.2
apcluster==1.4.8 | ape==5.6-2
ape==5.5 <
aplpack==1.3.3 <
aprean3==1.0.1 <
aqp==1.29 <
arfima==1.7-0 <
arm==1.11-2 <
arrangements==1.1.9 <
arrow==4.0.0.1 | arrow==7.0.0
arsenal==3.6.2 | arsenal==3.6.3
ARTool==0.11.0 | arules==1.7-3
arules==1.6-7 | arulesSequences==0.2-25
arulesViz==1.4-0 | arulesViz==1.5-1
> AsioHeaders==1.16.1-1
assertr==2.8 <
astsa==1.13 | astsa==1.14
asymmetry==2.0.3 <
AUC==0.3.0 | attempt==0.3.1
autocogs==0.1.3 | AUC==0.3.2
automap==1.0-14 | audio==0.1-10
autothresholdr==1.3.11 | autocogs==0.1.4
> autoFRK==1.4.3
> automap==1.0-16
> autothresholdr==1.4.0
> babelgene==22.3
backports==1.2.1 | backports==1.4.1
baguette==0.1.0 | backtest==0.3-4
BART==2.9 | baguette==0.2.0
bartMachine==1.2.6 | Ball==1.3.12
bartMachineJARs==1.1 | BAS==1.6.0
BAS==1.5.5 <
base64==2.0 <
> baseline==1.3-1
> BasketballAnalyzeR==0.5.0
BayesFactor==0.9.12-4.2 | BayesFactor==0.9.12-4.3
bayesm==3.1-4 | bayesplot==1.9.0
bayesplot==1.8.0 | bayestestR==0.11.5
bayestestR==0.9.0 | BayesTree==0.3-1.4
bazar==1.0.11 | BBmisc==1.12
BBmisc==1.11 | bbmle==1.0.24
bbmle==1.0.23.1 | bbotk==0.5.2
bbotk==0.3.2 | BDgraph==2.65
bcp==4.0.3 <
BDgraph==2.64 <
beeswarm==0.3.1 | beepr==1.3
> beeswarm==0.4.0
> Benchmarking==0.29
berryFunctions==1.20.1 | berryFunctions==1.21.2
Bessel==0.6-0 | bestNormalize==1.8.2
bestglm==0.37.3 <
bestNormalize==1.7.0 <
BH==1.75.0-0 | BH==1.78.0-0
bibliometrix==3.1.1 | biclust==2.0.3
bibliometrixData==0.1.0 <
biclust==2.0.2 <
biganalytics==1.1.21 <
bigrquery==1.3.2 | bigQueryR==0.5.0
bigtabulate==1.1.5 | bigrquery==1.4.0
bindrcpp==0.2.2 <
binst==0.2.1 | binsreg==0.7
BiocManager==1.30.15 | BiocManager==1.30.16
BiodiversityR==2.13-1 | bios2mds==1.2.3
BioStatR==3.1.2 | biosignalEMG==2.1.0
biotools==4.1 | biotools==4.2
bizdays==1.0.8 <
blme==1.0-5 | blastula==0.3.2
blob==1.2.2 | blob==1.2.3
blorr==0.3.0 | BMA==3.18.15
BMA==3.18.14 <
bnlearn==4.6.1 | bnlearn==4.7.1
bnstruct==1.0.10 | bookdown==0.25
bookdown==0.22 <
bootnet==1.4.3 <
Boruta==7.0.0 <
brant==0.3-0 <
brew==1.0-6 | brew==1.0-7
brio==1.1.2 | brio==1.1.3
brms==2.15.0 | brm==1.1.1
Brobdingnag==1.2-6 | brms==2.16.3
broom==0.7.9 | Brobdingnag==1.2-7
broomExtra==4.2.3 | broom==0.7.12
broom.helpers==1.3.0 | broom.helpers==1.6.0
broom.mixed==0.2.6 | broom.mixed==0.2.9.3
BSDA==1.2.0 | bs4Dash==2.0.3
bslib==0.2.5 | BSDA==1.2.1
> bslib==0.3.1
bsts==0.9.6 | bsts==0.9.7
btergm==1.9.13 | butcher==0.1.5
BTYD==2.4.2 | BVAR==1.0.3
bupaR==0.4.4 <
butcher==0.1.4 <
BWStest==0.2.2 | C50==0.1.6
C50==0.1.4 <
Cairo==1.5-12.2 | Cairo==1.5-15
> calibrate==1.7.7
candisc==0.8-5 | cancensus==0.5.0
car==3.0-10 | carData==3.0-5
carData==3.0-4 | caret==6.0-91
caret==6.0-88 <
cartography==3.0.0 | cartography==3.0.1
cat==0.0-6.5 <
CausalImpact==1.2.6 | causaldrf==0.3
> CausalImpact==1.2.7
CCA==1.2.1 <
cdata==1.1.9 | cdata==1.2.0
cellWise==2.2.5 | cellWise==2.2.6
cem==1.1.27 | censReg==0.5-34
censusxy==1.0.1 | changepoint==2.2.3
CGPfunctions==0.6.3 <
ChainLadder==0.2.12 <
changepoint==2.2.2 <
ChannelAttribution==2.0.4 <
checkpoint==0.4.10 <
choroplethrAdmin1==1.1.1 <
circlize==0.4.12 | circlize==0.4.14
circular==0.4-93 | circular==0.4-94
> classifierplots==1.4.0
cld2==1.2.1 <
cleandata==0.3.0 <
cli==3.0.1 | cli==3.2.0
clifro==3.2-3 | ClickClust==1.1.5
climate==1.0.1 | clickstream==1.3.1
clipr==0.7.1 | clifro==3.2-5
> clime==0.4.1
> clipr==0.8.0
clock==0.3.0 | clock==0.6.0
clue==0.3-59 | clue==0.3-60
ClusterR==1.2.4 | clusterSim==0.49-2
clustertend==1.5 | clustertend==1.6
clustMixType==0.2-11 | clustMixType==0.2-15
clustree==0.4.3 <
clustvarsel==2.3.4 <
cmprsk==2.2-10 | cmprsk==2.2-11
coarseDataTools==0.6-5 | coarseDataTools==0.6-6
cocor==1.1-3 | cobalt==4.3.2
coefficientalpha==0.7 | coefplot==1.2.8
coefplot==1.2.7 | coin==1.4-2
coin==1.4-1 | coinmarketcapr==0.4
collapse==1.5.3 | collapse==1.7.6
> colorBlindness==0.1.9
> colordistance==1.1.2
> colormap==0.1.4
colorspace==2.0-2 | colorspace==2.0-3
colourpicker==1.1.0 | colourpicker==1.1.1
CombMSC==1.4.2.1 <
compareDF==2.3.1 <
compositions==2.0-1 | Compind==2.3
conditionz==0.1.0 <
conf.design==2.0.0 <
conflicted==1.0.4 | conflicted==1.1.0
> ConfusionTableR==1.0.4
conquer==1.0.2 <
contrast==0.22 | contrast==0.24.1
coop==0.6-2 | coop==0.6-3
copula==1.0-1 | copent==0.2
coro==1.0.1 | coro==1.0.2
corpcor==1.6.9 | corpcor==1.6.10
correlation==0.6.1 | correlation==0.8.0
corrplot==0.88 | corrplot==0.92
COUNT==1.3.4 | countrycode==1.3.1
countrycode==1.2.0 <
COVID19==2.3.2 <
covid19br==0.1.1 <
coxed==0.3.3 | cpp11==0.4.2
cplm==0.7-9 | crayon==1.5.1
cpp11==0.4.0 <
crawl==2.2.1 <
crayon==1.4.1 <
crosstalk==1.1.1 | crosstalk==1.2.0
crossval==1.0.3 | crsmeta==0.3.0
crul==1.1.0 | crul==1.2.0
csv==0.5.9 | cubature==2.0.4.4
cubature==2.0.4.2 | Cubist==0.4.0
cubelyr==1.0.1 <
Cubist==0.2.40 <
curry==0.1.1 | customsteps==0.7.1.0
cvAUC==1.1.0 <
cvms==1.2.1 <
cvTools==0.3.2 <
CVXR==1.0-9 <
cwhmisc==6.6 <
d3Network==0.5.2.1 | d3r==1.0.0
d3r==0.9.1 <
dae==3.1-37 | DALEX==2.4.0
dagitty==0.3-1 <
DALEX==2.2.0 <
DandEFA==1.6 <
> dashboard==0.1.0
> dashboardthemes==1.1.5
dataMaid==1.4.0 | datamods==1.2.0
datamods==1.1.4 | dataPreparation==1.0.4
dataPreparation==1.0.1 | dataRetrieval==2.7.11
> datarium==0.1.0
> datawizard==0.4.0
DBI==1.1.1 | datetime==0.1.4
> datos==0.4.0
> DBI==1.1.2
dbscan==1.1-8 | dbscan==1.1-10
deaR==1.2.3 | deaR==1.2.5
Deducer==0.7-9 | deepnet==0.2
deldir==0.2-10 | deldir==1.0-6
dendextend==1.15.1 | dendextend==1.15.2
denpro==0.9.2 | DensParcorr==1.1
DEoptimR==1.0-8 | DEoptimR==1.0-11
desc==1.4.0 | desc==1.4.1
desctable==0.1.9 | deSolve==1.31
DescTools==0.99.41 | detzrcr==0.3.1
deSolve==1.28 | devtools==2.4.3
devtools==2.4.1 <
dfoptim==2020.10-1 <
DiagrammeR==1.0.6.1 | DiagrammeR==1.0.9
DiagrammeRsvg==0.1 | dials==0.1.1
dials==0.0.9 <
> dictionar6==0.1.3
digest==0.6.28 | digest==0.6.29
dimensionsR==0.0.2 | dint==2.1.3
DirichletReg==0.7-0 | discrim==0.2.0
discrim==0.1.1 | DiscriMiner==0.1-29
dismo==1.3-3 | disdat==1.0-0
DistatisR==1.0.1 | dismo==1.3-5
distr6==1.5.2 | distr6==1.6.9
distributional==0.2.2 | distributional==0.3.0
distrom==1.0 | distrom==1.0.1
dLagM==1.1.4 | dlm==1.1-5
dlookr==0.4.4 | dlnm==2.4.7
dlstats==0.1.4 | dlookr==0.5.5
dm==0.2.1 | dm==0.2.8
doBy==4.6.10 <
doc2vec==0.2.0 <
DoE.base==1.1-6 | doFuture==0.12.1
doFuture==0.12.0 | doMC==1.3.8
doMC==1.3.7 | dominanceanalysis==2.0.0
doParallel==1.0.16 | donut==1.0.2
> doParallel==1.0.17
doSNOW==1.0.19 | doSNOW==1.0.20
dotwhisker==0.6.0 | dotwhisker==0.7.4
DoubleML==0.2.1 ...
v43 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v43
== Comparing Rscript /tools/r_list_versions.R | sort ==
> abbreviate==0.1
> abd==0.2-8
> academictwitteR==0.3.1
actuar==3.1-2 <
ade4==1.7-16 | ade4==1.7-18
adegraphics==1.0-15 | adegenet==2.1.5
> adegraphics==1.0-16
> adephylo==1.1-11
> adespatial==0.3-16
adimpro==0.9.3 | admisc==0.26
admisc==0.12 | agricolae==1.3-5
AER==1.2-9 <
afex==0.28-1 <
agricolae==1.3-3 <
AICcmodavg==2.3-1 <
AID==2.6 <
akima==0.6-2.1 | akima==0.6-2.3
alabama==2015.3-1 | akmeans==1.1
alr4==1.0.6 <
Amelia==1.7.6 | Amelia==1.8.0
anacor==1.1-3 <
animation==2.6 | animation==2.7
antiword==1.3 | antiword==1.3.1
aod==1.3.1 | aod==1.3.2
apcluster==1.4.8 | ape==5.6-2
ape==5.5 <
aplpack==1.3.3 <
aprean3==1.0.1 <
aqp==1.29 <
arfima==1.7-0 <
arm==1.11-2 <
arrangements==1.1.9 <
arrow==4.0.0.1 | arrow==7.0.0
arsenal==3.6.2 | arsenal==3.6.3
ARTool==0.11.0 | arules==1.7-3
arules==1.6-7 | arulesSequences==0.2-25
arulesViz==1.4-0 | arulesViz==1.5-1
> AsioHeaders==1.16.1-1
assertr==2.8 <
astsa==1.13 | astsa==1.14
asymmetry==2.0.3 <
AUC==0.3.0 | attempt==0.3.1
autocogs==0.1.3 | AUC==0.3.2
automap==1.0-14 | audio==0.1-10
autothresholdr==1.3.11 | autocogs==0.1.4
> autoFRK==1.4.3
> automap==1.0-16
> autothresholdr==1.4.0
> babelgene==22.3
backports==1.2.1 | backports==1.4.1
baguette==0.1.0 | backtest==0.3-4
BART==2.9 | baguette==0.2.0
bartMachine==1.2.6 | Ball==1.3.12
bartMachineJARs==1.1 | BAS==1.6.0
BAS==1.5.5 <
base64==2.0 <
> baseline==1.3-1
> BasketballAnalyzeR==0.5.0
BayesFactor==0.9.12-4.2 | BayesFactor==0.9.12-4.3
bayesm==3.1-4 | bayesplot==1.9.0
bayesplot==1.8.0 | bayestestR==0.11.5
bayestestR==0.9.0 | BayesTree==0.3-1.4
bazar==1.0.11 | BBmisc==1.12
BBmisc==1.11 | bbmle==1.0.24
bbmle==1.0.23.1 | bbotk==0.5.2
bbotk==0.3.2 | BDgraph==2.65
bcp==4.0.3 <
BDgraph==2.64 <
beeswarm==0.3.1 | beepr==1.3
> beeswarm==0.4.0
> Benchmarking==0.29
berryFunctions==1.20.1 | berryFunctions==1.21.2
Bessel==0.6-0 | bestNormalize==1.8.2
bestglm==0.37.3 <
bestNormalize==1.7.0 <
BH==1.75.0-0 | BH==1.78.0-0
bibliometrix==3.1.1 | biclust==2.0.3
bibliometrixData==0.1.0 <
biclust==2.0.2 <
biganalytics==1.1.21 <
bigrquery==1.3.2 | bigQueryR==0.5.0
bigtabulate==1.1.5 | bigrquery==1.4.0
bindrcpp==0.2.2 <
binst==0.2.1 | binsreg==0.7
BiocManager==1.30.15 | BiocManager==1.30.16
BiodiversityR==2.13-1 | bios2mds==1.2.3
BioStatR==3.1.2 | biosignalEMG==2.1.0
biotools==4.1 | biotools==4.2
bizdays==1.0.8 <
blme==1.0-5 | blastula==0.3.2
blob==1.2.2 | blob==1.2.3
blorr==0.3.0 | BMA==3.18.15
BMA==3.18.14 <
bnlearn==4.6.1 | bnlearn==4.7.1
bnstruct==1.0.10 | bookdown==0.25
bookdown==0.22 <
bootnet==1.4.3 <
Boruta==7.0.0 <
brant==0.3-0 <
brew==1.0-6 | brew==1.0-7
brio==1.1.2 | brio==1.1.3
brms==2.15.0 | brm==1.1.1
Brobdingnag==1.2-6 | brms==2.16.3
broom==0.7.9 | Brobdingnag==1.2-7
broomExtra==4.2.3 | broom==0.7.12
broom.helpers==1.3.0 | broom.helpers==1.6.0
broom.mixed==0.2.6 | broom.mixed==0.2.9.3
BSDA==1.2.0 | bs4Dash==2.0.3
bslib==0.2.5 | BSDA==1.2.1
> bslib==0.3.1
bsts==0.9.6 | bsts==0.9.7
btergm==1.9.13 | butcher==0.1.5
BTYD==2.4.2 | BVAR==1.0.3
bupaR==0.4.4 <
butcher==0.1.4 <
BWStest==0.2.2 | C50==0.1.6
C50==0.1.4 <
Cairo==1.5-12.2 | Cairo==1.5-15
> calibrate==1.7.7
candisc==0.8-5 | cancensus==0.5.0
car==3.0-10 | carData==3.0-5
carData==3.0-4 | caret==6.0-91
caret==6.0-88 <
cartography==3.0.0 | cartography==3.0.1
cat==0.0-6.5 <
CausalImpact==1.2.6 | causaldrf==0.3
> CausalImpact==1.2.7
CCA==1.2.1 <
cdata==1.1.9 | cdata==1.2.0
cellWise==2.2.5 | cellWise==2.2.6
cem==1.1.27 | censReg==0.5-34
censusxy==1.0.1 | changepoint==2.2.3
CGPfunctions==0.6.3 <
ChainLadder==0.2.12 <
changepoint==2.2.2 <
ChannelAttribution==2.0.4 <
checkpoint==0.4.10 <
choroplethrAdmin1==1.1.1 <
circlize==0.4.12 | circlize==0.4.14
circular==0.4-93 | circular==0.4-94
> classifierplots==1.4.0
cld2==1.2.1 <
cleandata==0.3.0 <
cli==3.0.1 | cli==3.2.0
clifro==3.2-3 | ClickClust==1.1.5
climate==1.0.1 | clickstream==1.3.1
clipr==0.7.1 | clifro==3.2-5
> clime==0.4.1
> clipr==0.8.0
clock==0.3.0 | clock==0.6.0
clue==0.3-59 | clue==0.3-60
ClusterR==1.2.4 | clusterSim==0.49-2
clustertend==1.5 | clustertend==1.6
clustMixType==0.2-11 | clustMixType==0.2-15
clustree==0.4.3 <
clustvarsel==2.3.4 <
cmprsk==2.2-10 | cmprsk==2.2-11
coarseDataTools==0.6-5 | coarseDataTools==0.6-6
cocor==1.1-3 | cobalt==4.3.2
coefficientalpha==0.7 | coefplot==1.2.8
coefplot==1.2.7 | coin==1.4-2
coin==1.4-1 | coinmarketcapr==0.4
collapse==1.5.3 | collapse==1.7.6
> colorBlindness==0.1.9
> colordistance==1.1.2
> colormap==0.1.4
colorspace==2.0-2 | colorspace==2.0-3
colourpicker==1.1.0 | colourpicker==1.1.1
CombMSC==1.4.2.1 <
compareDF==2.3.1 <
compositions==2.0-1 | Compind==2.3
conditionz==0.1.0 <
conf.design==2.0.0 <
conflicted==1.0.4 | conflicted==1.1.0
> ConfusionTableR==1.0.4
conquer==1.0.2 <
contrast==0.22 | contrast==0.24.1
coop==0.6-2 | coop==0.6-3
copula==1.0-1 | copent==0.2
coro==1.0.1 | coro==1.0.2
corpcor==1.6.9 | corpcor==1.6.10
correlation==0.6.1 | correlation==0.8.0
corrplot==0.88 | corrplot==0.92
COUNT==1.3.4 | countrycode==1.3.1
countrycode==1.2.0 <
COVID19==2.3.2 <
covid19br==0.1.1 <
coxed==0.3.3 | cpp11==0.4.2
cplm==0.7-9 | crayon==1.5.1
cpp11==0.4.0 <
crawl==2.2.1 <
crayon==1.4.1 <
crosstalk==1.1.1 | crosstalk==1.2.0
crossval==1.0.3 | crsmeta==0.3.0
crul==1.1.0 | crul==1.2.0
csv==0.5.9 | cubature==2.0.4.4
cubature==2.0.4.2 | Cubist==0.4.0
cubelyr==1.0.1 <
Cubist==0.2.40 <
curry==0.1.1 | customsteps==0.7.1.0
cvAUC==1.1.0 <
cvms==1.2.1 <
cvTools==0.3.2 <
CVXR==1.0-9 <
cwhmisc==6.6 <
d3Network==0.5.2.1 | d3r==1.0.0
d3r==0.9.1 <
dae==3.1-37 | DALEX==2.4.0
dagitty==0.3-1 <
DALEX==2.2.0 <
DandEFA==1.6 <
> dashboard==0.1.0
> dashboardthemes==1.1.5
dataMaid==1.4.0 | datamods==1.2.0
datamods==1.1.4 | dataPreparation==1.0.4
dataPreparation==1.0.1 | dataRetrieval==2.7.11
> datarium==0.1.0
> datawizard==0.4.0
DBI==1.1.1 | datetime==0.1.4
> datos==0.4.0
> DBI==1.1.2
dbscan==1.1-8 | dbscan==1.1-10
deaR==1.2.3 | deaR==1.2.5
Deducer==0.7-9 | deepnet==0.2
deldir==0.2-10 | deldir==1.0-6
dendextend==1.15.1 | dendextend==1.15.2
denpro==0.9.2 | DensParcorr==1.1
DEoptimR==1.0-8 | DEoptimR==1.0-11
desc==1.4.0 | desc==1.4.1
desctable==0.1.9 | deSolve==1.31
DescTools==0.99.41 | detzrcr==0.3.1
deSolve==1.28 | devtools==2.4.3
devtools==2.4.1 <
dfoptim==2020.10-1 <
DiagrammeR==1.0.6.1 | DiagrammeR==1.0.9
DiagrammeRsvg==0.1 | dials==0.1.1
dials==0.0.9 <
> dictionar6==0.1.3
digest==0.6.28 | digest==0.6.29
dimensionsR==0.0.2 | dint==2.1.3
DirichletReg==0.7-0 | discrim==0.2.0
discrim==0.1.1 | DiscriMiner==0.1-29
dismo==1.3-3 | disdat==1.0-0
DistatisR==1.0.1 | dismo==1.3-5
distr6==1.5.2 | distr6==1.6.9
distributional==0.2.2 | distributional==0.3.0
distrom==1.0 | distrom==1.0.1
dLagM==1.1.4 | dlm==1.1-5
dlookr==0.4.4 | dlnm==2.4.7
dlstats==0.1.4 | dlookr==0.5.5
dm==0.2.1 | dm==0.2.8
doBy==4.6.10 <
doc2vec==0.2.0 <
DoE.base==1.1-6 | doFuture==0.12.1
doFuture==0.12.0 | doMC==1.3.8
doMC==1.3.7 | dominanceanalysis==2.0.0
doParallel==1.0.16 | donut==1.0.2
> doParallel==1.0.17
doSNOW==1.0.19 | doSNOW==1.0.20
dotwhisker==0.6.0 | dotwhisker==0.7.4
DoubleML==0.2.1 ...
v42 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v42
== Comparing Rscript /tools/r_list_versions.R | sort ==
> adegraphics==1.0-15
anchors==3.0-8 <
> apcluster==1.4.8
apollo==0.2.4 <
> aprean3==1.0.1
> arfima==1.7-0
> ARTool==0.11.0
arulesSequences==0.2-25 <
ascii==2.4 <
audio==0.1-7 <
avocado==0.1.0 <
beepr==1.3 <
Bergm==5.0.2 | benchmarkme==1.0.7
> benchmarkmeData==1.0.4
> Bessel==0.6-0
binaryLogic==0.3.9 <
Biodem==0.5 <
biwavelet==0.20.19 <
> BlakerCI==1.0-6
BLPestimatoR==0.3.2 <
BradleyTerry2==1.1-2 | brant==0.3-0
brglm==0.7.2 <
brnn==0.8 <
calibrate==1.7.7 <
> cat==0.0-6.5
> ChannelAttribution==2.0.4
> choroplethrAdmin1==1.1.1
cleaner==1.5.1 <
cleangeo==0.2-4 <
> climate==1.0.1
clusterSim==0.49-2 <
cmna==1.0.3 <
collections==0.3.5 <
concaveman==1.1.0 | conditionz==0.1.0
contextual==0.9.8.4 <
> coop==0.6-2
> COUNT==1.3.4
cpp11==0.3.1 | cpp11==0.4.0
> crawl==2.2.1
> crossval==1.0.3
> DALEXtra==2.1.1
> DandEFA==1.6
datapasta==3.1.0 <
data.table==1.14.0 | data.table==1.14.2
datos==0.3.0 <
> decido==0.3.0
deepNN==1.0 <
> denpro==0.9.2
desc==1.3.0 | desc==1.4.0
Dict==0.1.0 | diffobj==0.3.5
didrooRFM==1.0.0 | digest==0.6.28
diffobj==0.3.4 <
digest==0.6.27 <
distributions3==0.1.1 <
> dLagM==1.1.4
> dlstats==0.1.4
dominanceanalysis==2.0.0 <
dynamac==0.1.11 | dyn==0.2-9.6
easypackages==0.1.0 <
> eechidna==1.4.1
EIAdata==0.1.1 <
> elevatr==0.3.4
EMSC==0.9.2 <
> ETLUtils==1.5
evir==1.7-4 <
ExcelFunctionsR==0.1.4 <
> ExtDist==0.6-4
fairmodels==1.0.1 | FAdist==2.3
fairness==1.2.2 <
> fastrmodels==1.0.2
> FD==1.0-12
> filehash==2.4-2
> filesstrings==3.2.2
FinancialInstrument==1.3.1 <
flsa==1.5.2 <
fmtr==1.5.0 <
> fRegression==3042.82
fueleconomy==1.0.0 <
> funHDDC==2.3.1
> FuzzyLP==0.1-6
> FuzzyNumbers==0.4-6
> gdalUtils==2.0.3.2
GDAtools==1.6 | gdistance==1.3-6
> genlasso==1.5
> geojsonlint==0.4.0
> geozoo==0.5.1
ggfx==1.0.0 <
ggh4x==0.1.2.1 <
gginference==0.1.3 <
> ggiraphExtra==0.3.0
> ggmcmc==1.5.1.1
ggQC==0.0.31 <
> GLDEX==2.0.0.7
googleway==2.7.3 <
> gtrendsR==1.4.8
GWmodel==2.2-5 <
> handyplots==1.1.3
hdf5r==1.3.3 <
HMM==1.0 <
hms==1.1.0 | hms==1.1.1
hnp==1.2-6 <
> HRW==1.0-4
> HSAUR2==1.1-18
> hydroPSO==0.5-1
Imap==1.32 <
influenceR==0.1.0 | influenceR==0.1.0.1
insol==1.2.2 <
inTrees==1.2 <
iterpc==0.4.2 <
> ivreg==0.5-0
> jcolors==0.0.4
> jdx==0.1.4
> jmuOutlier==2.2
> jsonvalidate==1.1.0
knitr==1.34 | knitr==1.36
> lbfgs==1.2.1
leaflet==2.0.3.9000 | leaflet==2.0.4.9000
libr==1.1.3 <
lifecycle==1.0.0 | lifecycle==1.0.1
> LINselect==1.1.3
> lmSupport==2.9.13
logr==1.2.3 <
maboost==1.0-0 <
MachineShop==2.8.0 <
> matrixTests==0.1.9
mccr==0.4.4 <
mdatools==0.11.5 <
metaviz==0.3.1 | metaSEM==1.2.5
> mets==1.2.8.1
mime==0.11 | mime==0.12
> MKdescr==0.6
> MKinfer==0.6
> MKpower==0.5
mltest==1.0.1 <
> ModStatR==1.3.1
> momentuHMM==1.5.2
> msme==0.5.3
> MVA==1.0-7
> MVar==2.1.4
mvQuad==1.0-6 <
> nabor==0.5.0
nasaweather==0.1 | nat==1.8.16
> nat.utils==0.5.1
> nflfastR==4.1.0
> NHANES==2.1.0
nullabor==0.3.9 <
> ompr==0.8.1
OpenMPController==0.2-5 <
opera==1.1 <
optimParallel==1.0-2 <
optmatch==0.9-13 | ORCI==1.1
ordinal==2019.12-10 <
> osrm==3.4.1
> params==0.7.3
> paran==1.5.2
pbs==1.1 | pca3d==0.10.2
penalizedLDA==1.1 <
> phangorn==2.7.0
philentropy==0.5.0 <
phonics==1.3.9 <
> phytools==0.7-70
pillar==1.6.2 | pillar==1.6.3
> popsom==5.1
powerbydesign==1.0.5 <
> pre==1.0.0
priceR==0.1.5 <
primes==1.1.0 <
profileModel==0.6.1 <
> propagate==1.0-6
> PropCIs==0.3-0
> Publish==2020.12.23
> qpcR==1.4-1
qqman==0.1.8 | qqplotr==0.0.5
qtl2==0.24 <
qtlbook==0.18-8 <
> quantable==0.3.6
> queueing==0.2.12
> R0==1.2-6
R2HTML==2.3.2 <
> r3PG==0.1.3
> r5r==0.4.0
randtests==1.0 <
randtoolbox==1.30.1 <
> rayrender==0.21.2
RcppArmadillo==0.10.6.0.0 | RcppArmadillo==0.10.7.0.0
> RcppTOML==0.1.7
R.devices==2.17.0 <
RDSTK==1.1 <
readr==2.0.1 | readr==2.0.2
refund==0.1-23 <
> regpro==0.1.1
reliaR==0.01 <
reporter==1.1.2 <
> reutils==0.2.3
> rgbif==3.5.2
> rgee==1.0.9
rgeos==0.5-7 | rgeos==0.5-8
ridge==2.9 | RIA==1.5.0
RItools==0.1-17 | riskRegression==2020.12.08
Rlab==2.15.1 <
RLRsim==3.1-6 | rmapshaper==0.4.4
> rmgarch==1.3-7
rngWELL==0.10-6 <
> ROI.plugin.glpk==1.0-0
roperators==1.1.0 <
> rpostgis==1.4.3
> rPref==1.3
> rqPen==2.2.2
RSGHB==1.2.2 <
rtrim==2.1.1 <
Rttf2pt1==1.3.9 | Rttf2pt1==1.3.8
rword2vec==1.1 | rWind==1.1.5
s2==1.0.6 | s2==1.0.7
> safetyData==1.0.0
> sas7bdat==0.5
sassy==1.0.4 <
> seastests==0.14.2
> see==0.6.3
SNscan==1.0 <
socialmixr==0.1.8 <
> spacefillr==0.2.0
> sparkline==2.0
spatialreg==1.1-8 | spatialEco==1.3-7
spgwr==0.6-34 <
> spinifex==0.2.8
> sportyR==1.0.1
> SSN==1.1.15
> standardize==0.2.2
StepReg==1.4.2 <
stringi==1.7.4 | stringi==1.7.5
survivalmodels==0.1.8 <
> swephR==0.3.0
sylcount==0.2-2 <
table1==1.4 <
tableHTML==2.1.0 <
tabulizer==0.2.2 <
tabulizerjars==1.0.1 <
testthat==3.0.4 | testit==0.13
> testthat==3.1.0
tibble==3.1.4 | tibble==3.1.5
tidyr==1.1.3 | tidyr==1.1.4
tidytext==0.3.1 | tidytext==0.3.2
timevis==1.0.0 | tinytex==0.34
TimeWarp==1.0.15 <
tinytex==0.33 <
> tourr==0.6.0
trekcolors==0.1.2 <
trekfont==0.9.4 <
TSrepr==1.1.0 <
> tuber==0.9.9
> varhandle==2.0.5
visNetwork==2.0.9 | visNetwork==2.1.0
> visTree==0.8.1
vote==2.2-0 <
walker==1.0.2 <
> waveslim==1.8.2
> wavethresh==4.6.8
wdm==0.2.2 <
> wellknown==0.7.2
> WikipediR==1.5.0
word2vec==0.3.3 <
wpp2015==1.1-2 <
== Comparing pip freeze ==
debugpy==1.4.3 | debugpy==1.5.0
ipython==7.27.0 | ipython==7.28.0
Jinja2==3.0.1 | Jinja2==3.0.2
jsonschema==3.2.0 | jsonschema==4.0.1
jupyter-client==7.0.3 | jupyter-client==7.0.6
nbconvert==6.1.0 | nbconvert==6.2.0
platformdirs==2.3.0 | platformdirs==2.4.0
QtPy==1.11.1 | QtPy==1.11.2
regex==2021.8.28 | regex==2021.9.30
tqdm==4.62.2 | tqdm==4.62.3
urllib3==1.26.6 | urllib3==1.26.7
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libegl-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.1 | libegl-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.2
libgbm1:amd64==21.0.3-0ubuntu0.3~20.04.1 | libgbm1:amd64==21.0.3-0ubuntu0.3~20.04.2
libgl1-mesa-dev:amd64==21.0.3-0ubuntu0.3~20.04.1 | libgl1-mesa-dev:amd64==21.0.3-0ubuntu0.3~20.04.2
libgl1-mesa-dri:amd64==21.0.3-0ubuntu0.3~20.04.1 | libgl1-mesa-dri:amd64==21.0.3-0ubuntu0.3~20.04.2
libglapi-mesa:amd64==21.0.3-0ubuntu0.3~20.04.1 | libglapi-mesa:amd64==21.0.3-0ubuntu0.3~20.04.2
libglx-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.1 | libglx-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.2
libpython3.8:amd64==3.8.10-0ubuntu1~20.04 | libpython3.8:amd64==3.8.10-0ubuntu1~20.04.1
libpython3.8-dev:amd64==3.8.10-0ubuntu1~20.04 | libpython3.8-dev:amd64==3.8.10-0ubuntu1~20.04.1
libpython3.8-minimal:amd64==3.8.10-0ubuntu1~20.04 | libpython3.8-minimal:amd64==3...
v39 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v39
== Comparing Rscript /tools/r_list_versions.R | sort ==
abd==0.2-8 <
adlift==1.4-1 <
AggregateR==0.1.1 <
> AhoCorasickTrie==0.1.2
ALS==0.0.6 <
anacor==1.1-3 | anchors==3.0-8
> andrews==1.0
> ANN2==2.3.4
> anocva==0.1.1
aqp==1.29 | apollo==0.2.4
ARDL==0.1.1 | AppliedPredictiveModeling==1.1-7
argosfilter==0.63 <
> arrangements==1.1.9
> ascii==2.4
> assertr==2.8
> AsyK==1.5.4
autocogs==0.1.3 <
automl==1.3.2 <
autostsm==1.3 <
barsurf==0.7.0 | Barycenter==1.3.1
bartMachine==1.2.6 <
bartMachineJARs==1.1 <
BAS==1.5.5 <
> BayesLogit==2.1
BB==2019.10-1 | bazar==1.0.11
bcp==4.0.3 <
Benchmarking==0.29 | benchmarkme==1.0.7
> benchmarkmeData==1.0.4
Bessel==0.6-0 <
bibliometrix==3.1.1 <
bibliometrixData==0.1.0 <
> biganalytics==1.1.21
bigsplines==1.1-1 <
> binaryLogic==0.3.9
binr==1.1 | binom==1.1-1
> binst==0.2.1
BiodiversityR==2.13-1 | biomod2==3.4.6
> biosignalEMG==2.1.0
biscale==0.2.0 <
bivariate==0.7.0 <
blob==1.2.1 | blm==2013.2.4.4
> blob==1.2.2
> BLPestimatoR==0.3.2
BMS==0.3.4 <
> bootstrap==2019.6
> brglm2==0.7.1
broom==0.7.7 | broom==0.7.9
BTYD==2.4.2 <
BTYDplus==1.2.0 <
> calibrate==1.7.7
> CARS==0.2.2
causaleffect==1.3.12 <
causalweight==1.0.1 <
cbsodataR==0.5.1 <
cffdrs==1.8.18 | cellWise==2.2.5
> cem==1.1.27
ChannelAttribution==2.0.4 <
choroplethrAdmin1==1.1.1 <
circular==0.4-93 <
> cleaner==1.5.1
cli==2.5.0 | cli==3.0.1
clusteval==0.1 <
clustvarsel==2.3.4 | clv==0.3-2.2
> cmna==1.0.3
cobs==1.3-4 <
> colf==0.1.3
> collapse==1.5.3
> collections==0.3.5
colorspace==2.0-1 | colorspace==2.0-2
Compind==2.2 <
conditionz==0.1.0 | concaveman==1.1.0
> contextual==0.9.8.4
> CORElearn==1.56.0
COUNT==1.3.4 <
covidcast==0.4.2 | COVID19==2.3.2
cpp11==0.2.7 | cpp11==0.3.1
creditmodel==1.3.0 <
> crossdes==1.1-1
> crossval==1.0.3
cvequality==0.2.0 <
CVST==0.2-2 <
CVXR==1.0-9 | cwhmisc==6.6
d3Tree==0.2.2 <
> dae==3.1-37
> dashboardthemes==1.1.3
> datapasta==3.1.0
datetime==0.1.4 <
> decon==1.2-4
> deflateBR==1.1.2
demography==1.22 <
denpro==0.9.2 <
depth==2.1-1.1 <
DepthProc==2.1.3 <
> desctable==0.1.9
> detectseparation==0.2
dfoptim==2020.10-1 | DHARMa==0.4.1
dgof==1.2 <
> didrooRFM==1.0.0
dimensionsR==0.0.2 <
dimRed==0.2.3 <
discSurv==1.4.1 <
dLagM==1.1.4 <
dlm==1.1-5 <
> doc2concrete==0.5.3
> dominanceanalysis==2.0.0
drc==3.0-1 | drat==0.2.0
DrImpute==1.0 <
DRR==0.0.4 <
dyn==0.2-9.6 <
dynamicTreeCut==1.63-1 <
e1071==1.7-7 | e1071==1.7-8
EbayesThresh==1.4-12 | easyr==0.5-3
ecoreg==0.2.3 <
ECOSolveR==0.5.4 <
ecp==3.1.3 <
eegkit==1.0-4 | eeptools==1.2.4
eegkitdata==1.0 <
> elmNNRcpp==1.0.3
> emojifont==0.5.5
> EMSC==0.9.2
> ENMeval==0.3.1
> enrichwith==0.3.1
EpiNow2==1.3.2 | epimdr==0.6-5
> epiR==2.0.19
erer==3.0 | EQL==1.0-1
> equateIRT==2.1.0
eurostat==3.7.5 <
> evir==1.7-4
> ExcelFunctionsR==0.1.4
ExtDist==0.6-4 <
FactoClass==1.2.7 <
FactoInvestigate==1.7 <
> fairmodels==1.0.1
fAssets==3042.84 <
fastAdaboost==1.0.0 <
fastGraph==2.1 <
fastshap==0.0.5 <
fastTextR==2.0.0 <
> faux==1.0.0
> fcd==0.1
fCopulae==3042.82.1 <
FD==1.0-12 <
> fDMA==2.2.6
fdth==1.2-5 <
feedeR==0.0.10 <
ffscrapr==1.4.2 | FField==0.1.0
> filelock==1.0.2
FinCal==0.6.3 <
FitARMA==1.6.1 <
> fivethirtyeight==0.6.1
> fixerapi==0.1.6
FKF==0.1.7 <
> flsa==1.5.2
fMultivar==3042.80.1 | fmtr==1.5.0
> ForecastComb==1.3.1
> forecastML==0.9.0
forestError==1.0.0 <
forestmangr==0.9.3 <
fPortfolio==3042.83.1 <
frequency==0.4.1 <
FrF2.catlg128==1.2-1 <
frontier==1.1-8 <
FSA==0.8.32 <
> FSinR==2.0.5
ftsa==6.0 <
funFEM==1.1 <
GADMTools==3.8-2 <
> gap==1.2.3-1
> gaussquad==1.0-2
> gcdnet==1.0.5
gdalUtils==2.0.3.2 <
> GeneCycle==1.1.5
> generalhoslem==1.3.4
> getPass==0.2-2
> ggbump==0.1.0
> ggfx==1.0.0
> ggh4x==0.1.2.1
> gginference==0.1.3
ggnetwork==0.5.8 <
ggnewscale==0.4.5 <
ggplot2==3.3.4 | ggplot2==3.3.5
ggprism==1.0.2 <
ggtern==3.3.0 <
> gistr==0.9.0
githubinstall==0.2.2 <
glmpca==0.2.0 <
gmm==1.6-6 <
> GoFKernel==2.1-1
googlesheets==0.3.0 | googlePolylines==0.8.2
> googleway==2.7.3
groupdata2==1.4.1 <
> GWmodel==2.2-5
h2o4gpu==0.2.0 <
> harrypotter==2.1.1
hawkes==0.0-4 <
HDclassif==2.2.0 | hdf5r==1.3.3
> hellno==0.0.1
histogram==0.0-25 <
> hnp==1.2-6
HRW==1.0-4 <
hwwntest==1.3.1 <
> ICV==1.0
implyr==0.4.0 <
import==1.2.0 <
inaparc==1.1.0 <
IncDTW==1.1.4.2 <
inferr==0.3.0 <
> insol==1.2.2
interp==1.0-33 <
> inTrees==1.2
ipw==1.0-11 <
Iso==0.0-18.1 | isoband==0.2.5
isoband==0.2.4 <
ivreg==0.5-0 <
jagsUI==1.5.1 <
jiebaR==0.11 | JM==1.4-8
jiebaRD==0.1 <
jointDiag==0.4 <
jpeg==0.1-8.1 | jpeg==0.1-9
> JuliaCall==0.17.4
kamila==0.1.2 | kdensity==1.1.0
> kerdiest==1.2
> khroma==1.5.0
> kimisc==0.4
kit==0.0.7 <
kmed==0.4.0 <
kpeaks==1.1.0 <
KRLS==1.0-0 <
kubik==0.3.0 <
> labdsv==2.0-1
lagged==0.3-0 <
landmap==0.0.9 <
LARF==1.4 <
lasso2==1.2-21.1 <
> LCAvarsel==1.1
> leaderCluster==1.2
> libr==1.1.3
liftLRD==1.0-8 <
> locpol==0.7-0
> logging==0.10-108
> logitnorm==0.8.38
> logr==1.2.3
> longitudinal==1.1.12
> longitudinalData==2.4.1
> MachineShop==2.8.0
Matching==4.9-9 | matahari==0.1.3
matrixStats==0.59.0 | matrixpls==1.0.13
> matrixStats==0.60.0
> maxnet==0.1.2
MBESS==4.8.0 <
mblm==0.12.1 <
> MCMCglmm==2.32
mdpeer==1.0.1 <
measures==0.3 | meboot==1.4-8
memuse==4.1-0 <
meteo==0.1-5 | metaviz==0.3.1
metRology==0.9-28-1 <
mFilter==0.1-5 <
mfp==1.5.2 <
micEcon==0.6-16 <
> midasr==0.8
minerva==1.5.8 <
minpack.lm==1.2-1 <
> mistr==0.0.4
mldr==0.4.3 <
MLeval==0.3 <
mlmRev==1.0-8 <
> mltest==1.0.1
MMWRweek==0.1.3 <
mockery==0.4.2 <
> modelsummary==0.7.0
momentfit==0.2 <
monmlp==1.1.5 <
monomvn==1.9-13 <
morpheus==1.0-1 <
msaenet==3.1 | moveHMM==1.7
> mpath==0.4-2.19
> MPV==1.57
msme==0.5.3 <
> mtsdi==0.3.5
> MultBiplotR==1.3.30
> multilevel==2.6
> mvnormalTest==1.0.0
> mvQuad==1.0-6
> nakagami==1.0.0
nardl==0.1.6 <
ncf==1.2-9 <
> nCov2019==0.4.4
NHANES==2.1.0 <
> nlsr==2019.9.7
nlt==2.2-1 <
nodeHarvest==0.7-3 | NNS==0.6.3.2
nonparaeff==0.5-8 <
normtest==1.1 <
> nsprcomp==0.5.1-2
> nullabor==0.3.9
OpenImageR==1.1.8 <
> OpenStreetMap==0.3.4
> optextras==2019-12.4
> optimParallel==1.0-2
> optimr==2019-12.16
> optmatch==0.9-13
> orthopolynom==1.0-5
> OSCV==1.0
osmextract==0.2.1 <
osqp==0.6.0.3 <
> pageviews==0.5.0
> PakPC2017==1.0.0
pals==1.7 | pamr==1.56.1
partDSA==0.9.14 <
PASWR==1.1 | PASWR2==1.0.2
> pbmcapply==1.5.0
pdfCluster==1.0-3 | pdc==1.0.3
> penalizedLDA==1.1
pequod==0.0-5 <
p...
v39 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v39
== Comparing Rscript /tools/r_list_versions.R | sort ==
abd==0.2-8 <
adlift==1.4-1 <
AggregateR==0.1.1 <
> AhoCorasickTrie==0.1.2
ALS==0.0.6 <
anacor==1.1-3 | anchors==3.0-8
> andrews==1.0
> ANN2==2.3.4
> anocva==0.1.1
aqp==1.29 | apollo==0.2.4
ARDL==0.1.1 | AppliedPredictiveModeling==1.1-7
argosfilter==0.63 <
> arrangements==1.1.9
> ascii==2.4
> assertr==2.8
> AsyK==1.5.4
autocogs==0.1.3 <
automl==1.3.2 <
autostsm==1.3 <
barsurf==0.7.0 | Barycenter==1.3.1
bartMachine==1.2.6 <
bartMachineJARs==1.1 <
BAS==1.5.5 <
> BayesLogit==2.1
BB==2019.10-1 | bazar==1.0.11
bcp==4.0.3 <
Benchmarking==0.29 | benchmarkme==1.0.7
> benchmarkmeData==1.0.4
Bessel==0.6-0 <
bibliometrix==3.1.1 <
bibliometrixData==0.1.0 <
> biganalytics==1.1.21
bigsplines==1.1-1 <
> binaryLogic==0.3.9
binr==1.1 | binom==1.1-1
> binst==0.2.1
BiodiversityR==2.13-1 | biomod2==3.4.6
> biosignalEMG==2.1.0
biscale==0.2.0 <
bivariate==0.7.0 <
blob==1.2.1 | blm==2013.2.4.4
> blob==1.2.2
> BLPestimatoR==0.3.2
BMS==0.3.4 <
> bootstrap==2019.6
> brglm2==0.7.1
broom==0.7.7 | broom==0.7.9
BTYD==2.4.2 <
BTYDplus==1.2.0 <
> calibrate==1.7.7
> CARS==0.2.2
causaleffect==1.3.12 <
causalweight==1.0.1 <
cbsodataR==0.5.1 <
cffdrs==1.8.18 | cellWise==2.2.5
> cem==1.1.27
ChannelAttribution==2.0.4 <
choroplethrAdmin1==1.1.1 <
circular==0.4-93 <
> cleaner==1.5.1
cli==2.5.0 | cli==3.0.1
clusteval==0.1 <
clustvarsel==2.3.4 | clv==0.3-2.2
> cmna==1.0.3
cobs==1.3-4 <
> colf==0.1.3
> collapse==1.5.3
> collections==0.3.5
colorspace==2.0-1 | colorspace==2.0-2
Compind==2.2 <
conditionz==0.1.0 | concaveman==1.1.0
> contextual==0.9.8.4
> CORElearn==1.56.0
COUNT==1.3.4 <
covidcast==0.4.2 | COVID19==2.3.2
cpp11==0.2.7 | cpp11==0.3.1
creditmodel==1.3.0 <
> crossdes==1.1-1
> crossval==1.0.3
cvequality==0.2.0 <
CVST==0.2-2 <
CVXR==1.0-9 | cwhmisc==6.6
d3Tree==0.2.2 <
> dae==3.1-37
> dashboardthemes==1.1.3
> datapasta==3.1.0
datetime==0.1.4 <
> decon==1.2-4
> deflateBR==1.1.2
demography==1.22 <
denpro==0.9.2 <
depth==2.1-1.1 <
DepthProc==2.1.3 <
> desctable==0.1.9
> detectseparation==0.2
dfoptim==2020.10-1 | DHARMa==0.4.1
dgof==1.2 <
> didrooRFM==1.0.0
dimensionsR==0.0.2 <
dimRed==0.2.3 <
discSurv==1.4.1 <
dLagM==1.1.4 <
dlm==1.1-5 <
> doc2concrete==0.5.3
> dominanceanalysis==2.0.0
drc==3.0-1 | drat==0.2.0
DrImpute==1.0 <
DRR==0.0.4 <
dyn==0.2-9.6 <
dynamicTreeCut==1.63-1 <
e1071==1.7-7 | e1071==1.7-8
EbayesThresh==1.4-12 | easyr==0.5-3
ecoreg==0.2.3 <
ECOSolveR==0.5.4 <
ecp==3.1.3 <
eegkit==1.0-4 | eeptools==1.2.4
eegkitdata==1.0 <
> elmNNRcpp==1.0.3
> emojifont==0.5.5
> EMSC==0.9.2
> ENMeval==0.3.1
> enrichwith==0.3.1
EpiNow2==1.3.2 | epimdr==0.6-5
> epiR==2.0.19
erer==3.0 | EQL==1.0-1
> equateIRT==2.1.0
eurostat==3.7.5 <
> evir==1.7-4
> ExcelFunctionsR==0.1.4
ExtDist==0.6-4 <
FactoClass==1.2.7 <
FactoInvestigate==1.7 <
> fairmodels==1.0.1
fAssets==3042.84 <
fastAdaboost==1.0.0 <
fastGraph==2.1 <
fastshap==0.0.5 <
fastTextR==2.0.0 <
> faux==1.0.0
> fcd==0.1
fCopulae==3042.82.1 <
FD==1.0-12 <
> fDMA==2.2.6
fdth==1.2-5 <
feedeR==0.0.10 <
ffscrapr==1.4.2 | FField==0.1.0
> filelock==1.0.2
FinCal==0.6.3 <
FitARMA==1.6.1 <
> fivethirtyeight==0.6.1
> fixerapi==0.1.6
FKF==0.1.7 <
> flsa==1.5.2
fMultivar==3042.80.1 | fmtr==1.5.0
> ForecastComb==1.3.1
> forecastML==0.9.0
forestError==1.0.0 <
forestmangr==0.9.3 <
fPortfolio==3042.83.1 <
frequency==0.4.1 <
FrF2.catlg128==1.2-1 <
frontier==1.1-8 <
FSA==0.8.32 <
> FSinR==2.0.5
ftsa==6.0 <
funFEM==1.1 <
GADMTools==3.8-2 <
> gap==1.2.3-1
> gaussquad==1.0-2
> gcdnet==1.0.5
gdalUtils==2.0.3.2 <
> GeneCycle==1.1.5
> generalhoslem==1.3.4
> getPass==0.2-2
> ggbump==0.1.0
> ggfx==1.0.0
> ggh4x==0.1.2.1
> gginference==0.1.3
ggnetwork==0.5.8 <
ggnewscale==0.4.5 <
ggplot2==3.3.4 | ggplot2==3.3.5
ggprism==1.0.2 <
ggtern==3.3.0 <
> gistr==0.9.0
githubinstall==0.2.2 <
glmpca==0.2.0 <
gmm==1.6-6 <
> GoFKernel==2.1-1
googlesheets==0.3.0 | googlePolylines==0.8.2
> googleway==2.7.3
groupdata2==1.4.1 <
> GWmodel==2.2-5
> harrypotter==2.1.1
hawkes==0.0-4 <
HDclassif==2.2.0 | hdf5r==1.3.3
> hellno==0.0.1
histogram==0.0-25 <
> hnp==1.2-6
HRW==1.0-4 <
hwwntest==1.3.1 <
> ICV==1.0
implyr==0.4.0 <
import==1.2.0 <
inaparc==1.1.0 <
IncDTW==1.1.4.2 <
inferr==0.3.0 <
> insol==1.2.2
interp==1.0-33 <
> inTrees==1.2
ipw==1.0-11 <
Iso==0.0-18.1 | isoband==0.2.5
isoband==0.2.4 <
ivreg==0.5-0 <
jagsUI==1.5.1 <
jiebaR==0.11 | JM==1.4-8
jiebaRD==0.1 <
jointDiag==0.4 <
jpeg==0.1-8.1 | jpeg==0.1-9
> JuliaCall==0.17.4
kamila==0.1.2 | kdensity==1.1.0
> kerdiest==1.2
> khroma==1.5.0
> kimisc==0.4
kit==0.0.7 <
kmed==0.4.0 <
kpeaks==1.1.0 <
KRLS==1.0-0 <
kubik==0.3.0 <
> labdsv==2.0-1
lagged==0.3-0 <
landmap==0.0.9 <
LARF==1.4 <
lasso2==1.2-21.1 <
> LCAvarsel==1.1
> leaderCluster==1.2
> libr==1.1.3
liftLRD==1.0-8 <
> locpol==0.7-0
> logging==0.10-108
> logitnorm==0.8.38
> logr==1.2.3
> longitudinal==1.1.12
> longitudinalData==2.4.1
> MachineShop==2.8.0
Matching==4.9-9 | matahari==0.1.3
matrixStats==0.59.0 | matrixpls==1.0.13
> matrixStats==0.60.0
> maxnet==0.1.2
MBESS==4.8.0 <
mblm==0.12.1 <
> MCMCglmm==2.32
mdpeer==1.0.1 <
measures==0.3 | meboot==1.4-8
memuse==4.1-0 <
meteo==0.1-5 | metaviz==0.3.1
metRology==0.9-28-1 <
mFilter==0.1-5 <
mfp==1.5.2 <
micEcon==0.6-16 <
> midasr==0.8
minerva==1.5.8 <
minpack.lm==1.2-1 <
> mistr==0.0.4
mldr==0.4.3 <
MLeval==0.3 <
mlmRev==1.0-8 <
> mltest==1.0.1
MMWRweek==0.1.3 <
mockery==0.4.2 <
> modelsummary==0.7.0
momentfit==0.2 <
monmlp==1.1.5 <
monomvn==1.9-13 <
morpheus==1.0-1 <
msaenet==3.1 | moveHMM==1.7
> mpath==0.4-2.19
> MPV==1.57
msme==0.5.3 <
> mtsdi==0.3.5
> MultBiplotR==1.3.30
> multilevel==2.6
> mvnormalTest==1.0.0
> mvQuad==1.0-6
> nakagami==1.0.0
nardl==0.1.6 <
ncf==1.2-9 <
> nCov2019==0.4.4
NHANES==2.1.0 <
> nlsr==2019.9.7
nlt==2.2-1 <
nodeHarvest==0.7-3 | NNS==0.6.3.2
nonparaeff==0.5-8 <
normtest==1.1 <
> nsprcomp==0.5.1-2
> nullabor==0.3.9
OpenImageR==1.1.8 <
> OpenStreetMap==0.3.4
> optextras==2019-12.4
> optimParallel==1.0-2
> optimr==2019-12.16
> optmatch==0.9-13
> orthopolynom==1.0-5
> OSCV==1.0
osmextract==0.2.1 <
osqp==0.6.0.3 <
> pageviews==0.5.0
> PakPC2017==1.0.0
pals==1.7 | pamr==1.56.1
partDSA==0.9.14 <
PASWR==1.1 | PASWR2==1.0.2
> pbmcapply==1.5.0
pdfCluster==1.0-3 | pdc==1.0.3
> penalizedLDA==1.1
pequod==0.0-5 <
perry==0.2.0 ...
v42 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v42
== Comparing Rscript /tools/r_list_versions.R | sort ==
> adegraphics==1.0-15
anchors==3.0-8 <
> apcluster==1.4.8
apollo==0.2.4 <
> aprean3==1.0.1
> arfima==1.7-0
> ARTool==0.11.0
arulesSequences==0.2-25 <
ascii==2.4 <
audio==0.1-7 <
avocado==0.1.0 <
beepr==1.3 <
Bergm==5.0.2 | benchmarkme==1.0.7
> benchmarkmeData==1.0.4
> Bessel==0.6-0
binaryLogic==0.3.9 <
Biodem==0.5 <
biwavelet==0.20.19 <
> BlakerCI==1.0-6
BLPestimatoR==0.3.2 <
BradleyTerry2==1.1-2 | brant==0.3-0
brglm==0.7.2 <
brnn==0.8 <
calibrate==1.7.7 <
> cat==0.0-6.5
> ChannelAttribution==2.0.4
> choroplethrAdmin1==1.1.1
cleaner==1.5.1 <
cleangeo==0.2-4 <
> climate==1.0.1
clusterSim==0.49-2 <
cmna==1.0.3 <
collections==0.3.5 <
concaveman==1.1.0 | conditionz==0.1.0
contextual==0.9.8.4 <
> coop==0.6-2
> COUNT==1.3.4
cpp11==0.3.1 | cpp11==0.4.0
> crawl==2.2.1
> crossval==1.0.3
> DALEXtra==2.1.1
> DandEFA==1.6
datapasta==3.1.0 <
data.table==1.14.0 | data.table==1.14.2
datos==0.3.0 <
> decido==0.3.0
deepNN==1.0 <
> denpro==0.9.2
desc==1.3.0 | desc==1.4.0
Dict==0.1.0 | diffobj==0.3.5
didrooRFM==1.0.0 | digest==0.6.28
diffobj==0.3.4 <
digest==0.6.27 <
distributions3==0.1.1 <
> dLagM==1.1.4
> dlstats==0.1.4
dominanceanalysis==2.0.0 <
dynamac==0.1.11 | dyn==0.2-9.6
easypackages==0.1.0 <
> eechidna==1.4.1
EIAdata==0.1.1 <
> elevatr==0.3.4
EMSC==0.9.2 <
> ETLUtils==1.5
evir==1.7-4 <
ExcelFunctionsR==0.1.4 <
> ExtDist==0.6-4
fairmodels==1.0.1 | FAdist==2.3
fairness==1.2.2 <
> fastrmodels==1.0.2
> FD==1.0-12
> filehash==2.4-2
> filesstrings==3.2.2
FinancialInstrument==1.3.1 <
flsa==1.5.2 <
fmtr==1.5.0 <
> fRegression==3042.82
fueleconomy==1.0.0 <
> funHDDC==2.3.1
> FuzzyLP==0.1-6
> FuzzyNumbers==0.4-6
> gdalUtils==2.0.3.2
GDAtools==1.6 | gdistance==1.3-6
> genlasso==1.5
> geojsonlint==0.4.0
> geozoo==0.5.1
ggfx==1.0.0 <
ggh4x==0.1.2.1 <
gginference==0.1.3 <
> ggiraphExtra==0.3.0
> ggmcmc==1.5.1.1
ggQC==0.0.31 <
> GLDEX==2.0.0.7
googleway==2.7.3 <
> gtrendsR==1.4.8
GWmodel==2.2-5 <
> handyplots==1.1.3
hdf5r==1.3.3 <
HMM==1.0 <
hms==1.1.0 | hms==1.1.1
hnp==1.2-6 <
> HRW==1.0-4
> HSAUR2==1.1-18
> hydroPSO==0.5-1
Imap==1.32 <
influenceR==0.1.0 | influenceR==0.1.0.1
insol==1.2.2 <
inTrees==1.2 <
iterpc==0.4.2 <
> ivreg==0.5-0
> jcolors==0.0.4
> jdx==0.1.4
> jmuOutlier==2.2
> jsonvalidate==1.1.0
knitr==1.34 | knitr==1.36
> lbfgs==1.2.1
leaflet==2.0.3.9000 | leaflet==2.0.4.9000
libr==1.1.3 <
lifecycle==1.0.0 | lifecycle==1.0.1
> LINselect==1.1.3
> lmSupport==2.9.13
logr==1.2.3 <
maboost==1.0-0 <
MachineShop==2.8.0 <
> matrixTests==0.1.9
mccr==0.4.4 <
mdatools==0.11.5 <
metaviz==0.3.1 | metaSEM==1.2.5
> mets==1.2.8.1
mime==0.11 | mime==0.12
> MKdescr==0.6
> MKinfer==0.6
> MKpower==0.5
mltest==1.0.1 <
> ModStatR==1.3.1
> momentuHMM==1.5.2
> msme==0.5.3
> MVA==1.0-7
> MVar==2.1.4
mvQuad==1.0-6 <
> nabor==0.5.0
nasaweather==0.1 | nat==1.8.16
> nat.utils==0.5.1
> nflfastR==4.1.0
> NHANES==2.1.0
nullabor==0.3.9 <
> ompr==0.8.1
OpenMPController==0.2-5 <
opera==1.1 <
optimParallel==1.0-2 <
optmatch==0.9-13 | ORCI==1.1
ordinal==2019.12-10 <
> osrm==3.4.1
> params==0.7.3
> paran==1.5.2
pbs==1.1 | pca3d==0.10.2
penalizedLDA==1.1 <
> phangorn==2.7.0
philentropy==0.5.0 <
phonics==1.3.9 <
> phytools==0.7-70
pillar==1.6.2 | pillar==1.6.3
> popsom==5.1
powerbydesign==1.0.5 <
> pre==1.0.0
priceR==0.1.5 <
primes==1.1.0 <
profileModel==0.6.1 <
> propagate==1.0-6
> PropCIs==0.3-0
> Publish==2020.12.23
> qpcR==1.4-1
qqman==0.1.8 | qqplotr==0.0.5
qtl2==0.24 <
qtlbook==0.18-8 <
> quantable==0.3.6
> queueing==0.2.12
> R0==1.2-6
R2HTML==2.3.2 <
> r3PG==0.1.3
> r5r==0.4.0
randtests==1.0 <
randtoolbox==1.30.1 <
> rayrender==0.21.2
RcppArmadillo==0.10.6.0.0 | RcppArmadillo==0.10.7.0.0
> RcppTOML==0.1.7
R.devices==2.17.0 <
RDSTK==1.1 <
readr==2.0.1 | readr==2.0.2
refund==0.1-23 <
> regpro==0.1.1
reliaR==0.01 <
reporter==1.1.2 <
> reutils==0.2.3
> rgbif==3.5.2
> rgee==1.0.9
rgeos==0.5-7 | rgeos==0.5-8
ridge==2.9 | RIA==1.5.0
RItools==0.1-17 | riskRegression==2020.12.08
Rlab==2.15.1 <
RLRsim==3.1-6 | rmapshaper==0.4.4
> rmgarch==1.3-7
rngWELL==0.10-6 <
> ROI.plugin.glpk==1.0-0
roperators==1.1.0 <
> rpostgis==1.4.3
> rPref==1.3
> rqPen==2.2.2
RSGHB==1.2.2 <
rtrim==2.1.1 <
Rttf2pt1==1.3.9 | Rttf2pt1==1.3.8
rword2vec==1.1 | rWind==1.1.5
s2==1.0.6 | s2==1.0.7
> safetyData==1.0.0
> sas7bdat==0.5
sassy==1.0.4 <
> seastests==0.14.2
> see==0.6.3
SNscan==1.0 <
socialmixr==0.1.8 <
> spacefillr==0.2.0
> sparkline==2.0
spatialreg==1.1-8 | spatialEco==1.3-7
spgwr==0.6-34 <
> spinifex==0.2.8
> sportyR==1.0.1
> SSN==1.1.15
> standardize==0.2.2
StepReg==1.4.2 <
stringi==1.7.4 | stringi==1.7.5
survivalmodels==0.1.8 <
> swephR==0.3.0
sylcount==0.2-2 <
table1==1.4 <
tableHTML==2.1.0 <
tabulizer==0.2.2 <
tabulizerjars==1.0.1 <
testthat==3.0.4 | testit==0.13
> testthat==3.1.0
tibble==3.1.4 | tibble==3.1.5
tidyr==1.1.3 | tidyr==1.1.4
tidytext==0.3.1 | tidytext==0.3.2
timevis==1.0.0 | tinytex==0.34
TimeWarp==1.0.15 <
tinytex==0.33 <
> tourr==0.6.0
trekcolors==0.1.2 <
trekfont==0.9.4 <
TSrepr==1.1.0 <
> tuber==0.9.9
> varhandle==2.0.5
visNetwork==2.0.9 | visNetwork==2.1.0
> visTree==0.8.1
vote==2.2-0 <
walker==1.0.2 <
> waveslim==1.8.2
> wavethresh==4.6.8
wdm==0.2.2 <
> wellknown==0.7.2
> WikipediR==1.5.0
word2vec==0.3.3 <
wpp2015==1.1-2 <
== Comparing pip freeze ==
debugpy==1.4.3 | debugpy==1.5.0
ipython==7.27.0 | ipython==7.28.0
Jinja2==3.0.1 | Jinja2==3.0.2
jsonschema==3.2.0 | jsonschema==4.0.1
jupyter-client==7.0.3 | jupyter-client==7.0.6
nbconvert==6.1.0 | nbconvert==6.2.0
platformdirs==2.3.0 | platformdirs==2.4.0
QtPy==1.11.1 | QtPy==1.11.2
regex==2021.8.28 | regex==2021.9.30
tqdm==4.62.2 | tqdm==4.62.3
urllib3==1.26.6 | urllib3==1.26.7
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libegl-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.1 | libegl-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.2
libgbm1:amd64==21.0.3-0ubuntu0.3~20.04.1 | libgbm1:amd64==21.0.3-0ubuntu0.3~20.04.2
libgl1-mesa-dev:amd64==21.0.3-0ubuntu0.3~20.04.1 | libgl1-mesa-dev:amd64==21.0.3-0ubuntu0.3~20.04.2
libgl1-mesa-dri:amd64==21.0.3-0ubuntu0.3~20.04.1 | libgl1-mesa-dri:amd64==21.0.3-0ubuntu0.3~20.04.2
libglapi-mesa:amd64==21.0.3-0ubuntu0.3~20.04.1 | libglapi-mesa:amd64==21.0.3-0ubuntu0.3~20.04.2
libglx-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.1 | libglx-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.2
libpython3.8:amd64==3.8.10-0ubuntu1~20.04 | libpython3.8:amd64==3.8.10-0ubuntu1~20.04.1
libpython3.8-dev:amd64==3.8.10-0ubuntu1~20.04 | libpython3.8-dev:amd64==3.8.10-0ubuntu1~20.04.1
libpython3.8-minimal:amd64==3.8.10-0ubuntu1~20.04 | libpython3.8-minimal:amd64==3.8.10-...
v38 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/rstats:v38
== Comparing Rscript /tools/r_list_versions.R | sort ==
> adegraphics==1.0-15
> admisc==0.12
agtboost==0.9.1 <
AMCP==1.0.1 <
> AMR==1.6.0
AppliedPredictiveModeling==1.1-7 | aplpack==1.3.3
arabicStemR==1.2 <
> argparser==0.7.1
> arulesCBA==1.2.0
> autocogs==0.1.3
> babelgene==21.4
BAMBI==2.3.0 <
> barplot3d==1.0.1
> basicTrendline==2.0.5
> beanplot==1.2
> berryFunctions==1.20.1
bfast==1.6.1 | BETS==0.4.9
> bizdays==1.0.8
blockmodels==1.1.4 <
> BMS==0.3.4
broom==0.7.6 | broman==0.72-4
> broom==0.7.7
> brotli==1.2
cdparcoord==1.0.1 <
> CGPfunctions==0.6.3
cleangeo==0.2-4 <
> CLVTools==0.8.0
> collapsibleTree==0.1.7
> colordistance==1.1.2
> colortools==0.1.5
CORElearn==1.56.0 <
> coxed==0.3.3
> crfsuite==0.3.4
crsmeta==0.3.0 <
curl==4.3.1 | curl==4.3.2
> dash==0.5.0
> dashCoreComponents==1.10.0
> dashHtmlComponents==1.0.3
> dashTable==4.7.0
dataQualityR==1.0 <
DCCA==0.1.1 <
decido==0.3.0 <
deepdive==1.0.2 <
dendroextras==0.2.3 <
dosearch==1.0.6 <
dplyr==1.0.6 | dplR==1.7.2
> dplyr==1.0.7
drat==0.2.0 <
> dreamerr==1.2.3
dvmisc==1.1.4 <
dynpanel==0.1.0 <
EFS==1.0.3 <
elmNNRcpp==1.0.3 <
EMCluster==0.2-13 <
> emdist==0.3-1
> epitools==0.5-10.1
evir==1.7-4 <
ExpDes==1.2.1 <
fasterize==1.0.3 <
filehash==2.4-2 | fiery==1.1.3
> finreportr==1.0.2
fivethirtyeight==0.6.1 | fixest==0.8.4
freesurferformats==0.1.14 <
freqparcoord==1.0.1 <
fsbrain==0.4.3 <
> FuzzyR==2.3.1
gee==4.13-20 <
geocmeans==0.1.1 <
geojsonlint==0.4.0 <
geonames==0.999 <
ggmcmc==1.5.1.1 <
ggplot2==3.3.3 | ggplot2==3.3.4
> ggstream==0.1.0
> ggvenn==0.1.8
> ggvoronoi==0.8.4
gibble==0.4.0 <
gistr==0.9.0 | GISTools==0.7-4
> glmmTMB==1.0.2.1
> Gmisc==2.0.2
> gProfileR==0.7.0
> grnn==0.1.0
HH==3.1-43 <
> hmeasure==1.0-2
> HSAUR2==1.1-18
imager==0.42.8 | imager==0.42.10
> investr==1.4.0
isdparser==0.4.0 <
> ISwR==2.0-8
itsmr==1.9 | itsadug==2.4
> Johnson==1.4
jsonvalidate==1.1.0 <
> kedd==1.0.3
KTensorGraphs==1.1 <
label.switching==1.8 <
LCAvarsel==1.1 <
> lemon==0.4.5
> lessR==3.9.9
> lfda==1.1.3
likert==1.3.5 <
lmSupport==2.9.13 <
> logistf==1.24
> lomb==1.2
> magicfor==0.1.0
matahari==0.1.3 <
> matchingR==1.3.2
MazamaCoreUtils==0.4.6 <
MazamaSpatialUtils==0.7.3 <
MCMCvis==0.15.2 <
> MCS==0.1.3
> mets==1.2.8.1
mime==0.10 | mime==0.11
missRanger==2.1.3 <
missSBM==0.3.0 <
> modelplotr==1.1.0
> monitoR==1.0.7
> MSGARCH==2.42
> msigdbr==7.4.1
> multDM==1.1.3
multilevel==2.6 <
> MVA==1.0-7
mvShapiroTest==1.0 <
> NatureSounds==1.0.4
NetSwan==0.1 <
> NoiseFiltersR==0.1.0
> nonlinearTseries==0.2.11
> ompr==0.8.1
ordinalNet==2.9 <
> otrimle==1.6
overlapping==1.6 <
oz==1.0-21 <
panelvar==0.5.3 <
partools==1.1.6 <
PBSmapping==2.73.0 | pbv==0.4-22
> pca3d==0.10.2
PCICt==0.5-4.1 <
pdftables==0.1 <
pdist==1.2 <
> pec==2020.11.17
> PermAlgo==1.1
> phonTools==0.2-2.1
pkgfilecache==0.1.3 <
> plotfunctions==1.4
pmetar==0.3.1 <
poibin==1.5 <
> predictmeans==1.0.4
printr==0.1.1 <
psycho==0.6.1 | psychonetrics==0.9
psychometric==2.2 <
> Publish==2020.12.23
> pwt8==8.1-1
> QCA==3.11
> qicharts2==0.7.1
qmethod==1.8 <
qrng==0.0-8 <
> R2jags==0.6-1
> R2WinBUGS==2.1-21
randtests==1.0 <
randtoolbox==1.30.1 <
raster==3.4-10 | raster==3.4-13
rbokeh==0.5.1 <
> RcppCNPy==0.2.10
> reader==1.0.6
regtools==1.1.0 <
> reqres==0.2.3
rgee==1.0.9 <
> RHRV==4.2.6
> RImagePalette==0.1.1
> riskRegression==2020.12.08
Rlibeemd==1.4.1 <
rmapshaper==0.4.4 <
rmarkdown==2.8 | rmarkdown==2.9
> rMIDAS==0.3.0
rngWELL==0.10-6 <
rnoaa==1.3.2 | rnn==1.4.0
> roptim==0.1.5
> routr==0.4.0
rpartScore==1.0-1 <
> RPushbullet==0.3.4
rSAFE==0.1.2 <
> rstac==0.9.1
rules==0.1.1 <
runjags==2.2.0-2 <
> ruta==1.1.0
> s2==1.0.6
sbm==0.2.2 <
> seagull==1.1.0
seasonalview==0.3 <
> SetMethods==2.6
sf==0.9-8 | sf==1.0-0
sgof==2.3.2 | SGL==1.3
shipunov==1.14 <
> sidrar==0.2.5
silicate==0.7.0 <
simputation==0.2.6 | SIS==0.8-8
sparklyr==1.6.2 | sparklyr==1.7.0
> spbabel==0.5.5
squash==1.0.9 <
> st==1.2.6
STAT==0.1.0 <
stratifyR==1.0-2 <
strucchangeRcpp==1.5-3-1.0.2 <
superheat==0.1.0 <
survivalROC==1.0.3 <
svgtools==1.0.3 <
tab==4.1.1 <
tabularaster==0.7.0 | tabulizer==0.2.2
> tabulizerjars==1.0.1
Taxonstand==2.4 <
tempR==0.9.9.16 <
tensorflow==2.4.0 | tensorflow==2.5.0
Ternary==1.2.2 <
testthat==3.0.2 | testthat==3.0.3
> textreuse==0.1.5
tikzDevice==0.12.3.1 <
> TimeWarp==1.0.15
> transformr==0.1.3
> transport==0.12-2
treeClust==1.1-7 <
> trelliscopejs==0.2.6
TSPred==5.1 <
umx==4.3.0 <
unjoin==0.1.0 <
varImp==0.4 <
VarSelLCM==2.1.3.1 <
> VCA==1.4.3
> venn==1.10
wactor==0.0.1 <
> waterfalls==0.1.2
> waveslim==1.8.2
> webutils==1.1
xfun==0.23 | XBRL==0.99.18
> xfun==0.24
XLConnect==1.0.3 <
== Comparing pip freeze ==
black==21.5b2 | black==21.6b0
nbconvert==6.0.7 | nbconvert==6.1.0
prompt-toolkit==3.0.18 | prompt-toolkit==3.0.19
Send2Trash==1.5.0 | Send2Trash==1.7.1
terminado==0.10.0 | terminado==0.10.1
tqdm==4.61.0 | tqdm==4.61.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
alsa-ucm-conf==1.2.2-1ubuntu0.7 | alsa-ucm-conf==1.2.2-1ubuntu0.8
imagemagick==8:6.9.10.23+dfsg-2.1ubuntu11.2 | imagemagick==8:6.9.10.23+dfsg-2.1ubuntu11.4
imagemagick-6-common==8:6.9.10.23+dfsg-2.1ubuntu11.2 | imagemagick-6-common==8:6.9.10.23+dfsg-2.1ubuntu11.4
imagemagick-6.q16==8:6.9.10.23+dfsg-2.1ubuntu11.2 | imagemagick-6.q16==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagick++-6-headers==8:6.9.10.23+dfsg-2.1ubuntu11.2 | libmagick++-6-headers==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagick++-6.q16-8:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.2 | libmagick++-6.q16-8:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagick++-6.q16-dev:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.2 | libmagick++-6.q16-dev:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagick++-dev==8:6.9.10.23+dfsg-2.1ubuntu11.2 | libmagick++-dev==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagickcore-6-arch-config:amd64==8:6.9.10.23+dfsg-2.1ubuntu | libmagickcore-6-arch-config:amd64==8:6.9.10.23+dfsg-2.1ubuntu
libmagickcore-6-headers==8:6.9.10.23+dfsg-2.1ubuntu11.2 | libmagickcore-6-headers==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagickcore-6.q16-6:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.2 | libmagickcore-6.q16-6:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagickcore-6.q16-6-extra:amd64==8:6.9.10.23+dfsg-2.1ubuntu | libmagickcore-6.q16-6-extra:amd64==8:6.9.10.23+dfsg-2.1ubuntu
libmagickcore-6.q16-dev:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.2 | libmagickcore-6.q16-dev:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagickwand-6-headers==8:6.9.10.23+dfsg-2.1ubuntu11.2 | libmagickwand-6-headers==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagickwand-6.q16-6:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.2 | libmagickwand-6.q16-6:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagickwand-6.q16-dev:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.2 | libmagickwand-6.q16-dev:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.4
libnss-systemd:amd64==245.4-4ubuntu3.6 | libnss-systemd:amd64==245.4-4ubuntu3.7
libpam-systemd:amd64==245.4-4ubuntu3.6 | libpam-systemd:amd64==245.4-4ubuntu3.7
libpython2-dev:amd64==2.7.17-2ubuntu4 <
libpython2.7:amd64==2.7.18-1~20.04.1 <
lib...