v31 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v31
== Comparing Rscript /tools/r_list_versions.R | sort ==
> aCRM==0.1.1
> adehabitatHR==0.4.18
> adehabitatLT==0.3.25
> adehabitatMA==0.3.14
akmeans==1.1 <
> ANN2==2.3.4
> apaTables==2.0.5
> apexcharter==0.1.8
AppliedPredictiveModeling==1.1-7 <
> arfima==1.7-0
ARTool==0.10.8 <
> arulesSequences==0.2-25
> aspace==3.2
> assertive==0.3-6
> assertive.base==0.0-7
> assertive.code==0.0-3
> assertive.data==0.0-3
> assertive.data.uk==0.0-2
> assertive.data.us==0.0-2
> assertive.datetimes==0.0-3
> assertive.files==0.0-2
> assertive.matrices==0.0-2
> assertive.models==0.0-2
> assertive.numbers==0.0-2
> assertive.properties==0.0-4
> assertive.reflection==0.0-5
> assertive.sets==0.0-3
> assertive.strings==0.0-3
> assertive.types==0.0-3
> baguette==0.1.0
BatchGetSymbols==2.5.7 <
bayfoxr==0.0.1 <
> Benchmarking==0.29
> biganalytics==1.1.21
biglm==0.9-2 | biglm==0.9-2.1
bigsplines==1.1-1 <
> binman==0.1.2
> binr==1.1
> biomod2==3.4.6
> bipartite==2.15
> birankr==1.0.1
blavaan==0.3-12 <
blockmatrix==1.0 <
BNN==1.0.2 <
boostmtree==1.4.1 <
> brainGraph==3.0.0
> brant==0.3-0
brnn==0.8 <
bst==0.3-23 <
> butcher==0.1.2
calibrate==1.7.7 <
> carat==1.4
> care==1.1.10
caschrono==2.2 | cat==0.0-6.5
cellWise==2.2.1 | cellWise==2.2.3
> CGPfunctions==0.6.3
> ChannelAttribution==2.0.2
circular==0.4-93 <
classifierplots==1.4.0 <
cleaner==1.5.0 | cleaner==1.5.1
cli==2.1.0 | cli==2.2.0
> clime==0.4.1
clue==0.3-57 | clue==0.3-58
clusterGeneration==1.3.5 | clusterGeneration==1.3.6
> ClustVarLV==2.0.1
collapsibleTree==0.1.7 <
> colorRamps==2.3
compareDF==2.3.0 <
complexplus==2.1 <
CompQuadForm==1.4.3 <
CondIndTests==0.1.5 | conditionz==0.1.0
> coronavirus==0.3.0
correlation==0.4.0 | correlation==0.5.0
corrr==0.4.2 | corrr==0.4.3
COUNT==1.3.4 <
> CPAT==0.1.0
cubelyr==1.0.0 | cubelyr==1.0.1
> cutpointr==1.0.32
d3r==0.9.0 | d3r==0.9.1
> dae==3.1-32
dapr==0.0.3 <
ddalpha==1.3.11 <
dendroTools==1.0.9 <
> devEMF==4.0-2
dHSIC==2.1 | dgof==1.2
dismo==1.3-2 | discreteRV==1.2.2
> dismo==1.3-3
> dmm==2.1-6
> easyalluvial==0.2.3
> easycsv==1.0.8
> easypackages==0.1.0
edgar==2.0.3 | ecospat==3.1
eegkitdata==1.0 | edgebundleR==0.1.4
> editData==0.1.2
elo==2.1.1 <
> EMD==1.5.8
emojifont==0.5.3 <
> ENMeval==0.3.1
ergm==3.11.0 <
estimatr==0.26.0 <
exactextractr==0.5.0 | exactextractr==0.5.1
> exams==2.3-6
ExPosition==2.8.23 <
> FactoInvestigate==1.6
fairness==1.1.1 | FAdist==2.3
> fairness==1.2.0
farff==1.1 | faraway==1.0.7
fastDummies==1.6.2 | fastclime==1.4.1
> fastDummies==1.6.3
> fasterize==1.0.3
fastmatrix==0.2-3571 | fastmatrix==0.3
fda==5.1.5.1 | fda==5.1.7
> fds==1.8
> filehash==2.4-2
flextable==0.5.11 | flextable==0.6.0
fossil==0.4.0 <
fpp2==2.4 <
fpp3==0.3 <
freqdom==2.0.1 <
> fuzzyforest==1.0.8
> GADMTools==3.8-1
gbutils==0.4-0 <
> gdistance==1.3-6
> gee==4.13-20
geigen==2.3 <
> GENEAread==2.0.9
> geoaxe==0.1.0
> geojsonR==1.0.8
geometries==0.1.0 | geometries==0.2.0
geonames==0.999 <
ggeffects==0.16.0 | ggeffects==1.0.0
ggmcmc==1.5.0 <
ggplotlyExtra==0.0.1 <
gh==1.1.0 | gh==1.2.0
> gitcreds==0.1.0
> glassoFast==1.0
> glmmML==1.1.1
globals==0.13.1 | globals==0.14.0
> googleAnalyticsR==0.8.0
googleComputeEngineR==0.3.0 <
gplots==3.1.0 | gplots==3.1.1
greybox==0.6.3 | greybox==0.6.4
gridtext==0.1.1 | gridtext==0.1.3
groupedstats==1.0.2 | groupedstats==2.0.0
> grplasso==0.4-7
GSODR==2.1.2 <
gsw==1.0-5 <
> gWidgets2==1.0-8
hapassoc==1.2-8 <
hdi==0.1-7 <
> hdrcde==3.3
> HDtest==2.1
heatmap.plus==1.3 | HelpersMG==4.3
> hildareadR==0.1.0
histogram==0.0-25 | hmeasure==1.0-2
Hmisc==4.4-1 | Hmisc==4.4-2
> httpcache==1.1.0
ifultools==2.0-5 | ifultools==2.0-19
IM==1.0 <
imfr==0.1.9.1 <
IncDTW==1.1.4.2 <
inline==0.3.16 | inline==0.3.17
insight==0.10.0 | insight==0.11.0
InvariantCausalPrediction==0.8 <
isdparser==0.4.0 <
isoband==0.2.2 | isoband==0.2.3
ISOweek==0.6-2 <
> kde1d==1.0.3
> kernelFactory==0.3.0
> kmed==0.3.0
> L1pack==0.38.196
latex2exp==0.4.0 <
> LDAvis==0.3.2
> leafem==0.1.3
> leaflet.extras==1.0.0
> leafpm==0.1.0
> lfda==1.1.3
lightgbm==2.3.1 | lightgbm==3.1.0
> lindia==0.9
> lisrelToR==0.1.4
lme4==1.1-25 | lme4==1.1-26
longmemo==1.1-2 <
LongMemoryTS==0.1.0 <
magrittr==1.5 | magrittr==2.0.1
> makedummies==1.2.1
> mapedit==0.6.0
> mapview==2.9.0
> MAT==2.2
MatchIt==4.0.0 | MatchIt==4.0.1
maxLik==1.4-4 | maxLik==1.4-6
> maxnet==0.1.2
MBCluster.Seq==1.0 <
mclust==5.4.6 | mccr==0.4.4
> mclust==5.4.7
mediation==4.5.0 <
memisc==0.99.27.2 | memisc==0.99.27.3
> miniCRAN==0.2.14
miraculix==0.9.20 | mipred==0.0.1
> missMDA==1.17
> MixSim==1.1-3
mize==0.2.4 <
mlflow==1.12.0 | mlflow==1.12.1
> mlmRev==1.0-8
MLPUGS==0.2.0 <
mlr3data==0.2.1 <
mlr3db==0.2.0 <
mlr3misc==0.5.0 | mlr3misc==0.6.0
mlr3verse==0.1.3 <
> mmap==0.6-19
modelplotr==1.1.0 <
> moderndive==0.5.0
mongolite==2.2.0 | mongolite==2.2.1
> MonteCarlo==1.0.6
> MSwM==1.4
> multiApply==2.1.1
> multilevel==2.6
> mvnfast==0.2.5.1
mvtsplot==1.0-1 <
> nadiv==2.16.2.0
NatureSounds==1.0.3 <
> nbconvertR==1.3.2
nodeHarvest==0.7-3 | nor1mix==1.3-0
nonnest2==0.5-5 <
oce==1.2-0 | oai==0.3.0
okcupiddata==0.1.0 <
openair==2.7-6 | openair==2.8-0
> OpenMx==2.18.1
optCluster==1.3.0 <
> optiRum==0.40.1
> pa==1.2-1
parameters==0.9.0 | parallelSVM==0.1-9
> parameters==0.10.0
> params==0.6.1
pbs==1.1 <
performance==0.5.1 | performance==0.6.0
> performanceEstimation==1.1.0
phonTools==0.2-2.1 <
> picante==1.8.2
pillar==1.4.6 | pillar==1.4.7
> pins==0.4.4
plsgenomics==1.5-2 <
pmml==2.3.1 <
polyCub==0.7.1 <
> pps==0.94
prcr==0.2.1 <
> PresenceAbsence==1.1.9
prettyGraphs==2.1.6 <
> prettyR==2.2-3
processx==3.4.4 | processx==3.4.5
> propagate==1.0-6
> protolite==2.1
> psycho==0.5.0
> psychometric==2.2
psymonitor==0.0.2 | Publish==2020.11.30
Publish==2020.10.27 <
qs==0.23.3 | qs==0.23.4
Qtools==1.5.2 | Qtools==1.5.3
> qualtRics==3.1.3
questionr==0.7.3 | questionr==0.7.4
R2OpenBUGS==3.2-3.2.1 <
> rainbow==3.6
> ralger==2.2.0
> randomNames==1.4-0.0
> randtoolbox==1.30.1
RankAggreg==0.6.6 <
rbibutils==1.4 | rbenchmark==1.0.0
> rbibutils==2.0
> rbison==1.0.0
> Rborist==0.2-3
RcppArmadillo==0.10.1.0.0 | RcppArmadillo==0.10.1.2.0
> RDocumentation==0.8.2
> ReacTran==1.4.3.1
> rebird==1.1.0
refund==0.1-22 <
regressoR==1.1.9 | regsem==1.6.2
> revgeo==0.15
> rFerns==4.0.0
> rgbif==3.4.0
rgenoud==5.8-3.0 <
> rhandsontable==0.3.7
riem==0.1.1 | ridigbio==0.3.5
riskParityPortfolio==0.2.1 | RiskPortfolios==2.1.4
rlang==0.4.8 | rlang==0.4.9
> rlas==1.3.7
> rlecuyer==0.3-5
Rlof==1.1.2 | RMariaDB==1.0.10
RLRsim==3.1-6 <
rmdformats==0.3.7 | rmdformats==1.0.0
RMediation==1.1.4 | rmeta==3.0
rms==6.0-1 | rms==6.1-0
> RNGforGPD==1.1.0
> rngWELL==0.10-6
> RNHANES==1.1.0
rnoaa==1.2.0 <
robCompositions==2.2.1 | robcbi==1.1-3
> robCompositions==2.3.0
> robeth==2.7-6
> robis==2.3.9
RODBC==1.3-16 <
> rpf==1.0.5
RPostgres==1.2.1 <
RPtests==0.1.4 <
> rrtable==0.2.1
> RSelenium==1.7.7
rsq==2.0 | rsq==2.1
> RStoolbox==0.2.6
> rvertnet==0.8.0
> rvg==0.2.5
> rvinecopulib==0.5.5.1.0
> rwhatsapp==0.2.3
> samplingbook==1.2.2
scalreg==1.0.1 <
> sdcMicro==5.5.1
> see==0.6.0
> semPlot==1.1.2
> semver==0.2.0
seqICP==1.1 <
> servr==0.20
sfheaders==0.3.0 | sfheaders==0.4.0
shinyAce==0.4.1 <
shinydashboardPlus==0.7.5 | shinyjqui==0.3.3
> sigmoid==0.3.0
> simputation==0.2.4
SixSigma==0.9-52 <
skmeans==0.2-12 | skmeans==0.2-13
slam==0.1-47 | slam==0.1-48
SNFtool==2.3.0 <
> snowfall==1.84-6.1
> SOAR==0.99-11
> socviz==1.2
soundgen==1.8.2 | sos==2.0-2
sparklyr==1.4.0 | sparklyr==1.5.1
spatialEco==1.3-2 | spatialEco==1.3-3
> spocc==1.1.0
> spsh==1.1.0
> srvyr==1.0.0
> ssmrob==0.8
starma==1.3 <
> StatMeasures==1.0
statsExpressions==0.6.0 | statsExpressions==0.6.1
storr==1.2.4 | storr==1.2.5
stream==1.3-2 | stream==1.4-0
surveillance==1.18.0 <
swdft==1.0.0 <
sysfonts==0.8.1 | sysfonts==0.8.2
syuzhet==1.0.4 | syuzhet==1.0.6
table1==1.2 | table1==1.2.1
tables==0.9.6 | tau==0.0-22
taRifx==1.0.6.2 <
tau==0.0-21 <
> teamcolors==0.0.4
tergm==3.7.0 <
> terra==0.9-11
textfeatures==0.3.3 <
textmineR==3.0.4 <
tfse==0.5.0 <
Thermimage==4.0.1 <
> tidymodels==0.1.2
tiff==0.1-5 | tiff==0.1-6
timetk==2.5.0 | timetk==2.6.0
tm==0.7-7 | tm==0.7-8
> tmap==3.2
> tmvtnorm==1.4-10
> toOrdinal==1.1-0.0
treemapify==2.5.3 | treemapify==2.5.4
trust==0.1-8 <
tscount==1.4.3 <
tsibbledata==0.2.0 <
> TSPred==4.0
tufte==0.8 | tufte==0.9
tune==0.1.1 | tune==0.1.2
> TurtleGraphics==1.0-8
> tvm==0.4.0
Unicode==13.0.0-1 | Unicode==13.0.0-2
usa==0.1.0 <
USAboundaries==0.3.1 <
> varbvs==2.5-16
varrank==0.3 <
vctrs==0.3.4 | vctrs==0.3.5
vegan==2.5-6 | vegan==2.5-7
visreg==2.7.0 | vistime==1.1.0
voxel==1.3.5 <
> wdm==0.2.2
> wdman==0.2.5
> webr==0.1.5
> WeightedCluster==1.4-1
> wicket==0.4.0
windfarmGA==2.3.0 <
> wktmo==1.0.5
> wooldridge==1.3.1
WriteXLS==6.0.0 | WriteXLS==6.1.0
wvtool==1.0 <
xSub==3.0.1 | Xplortext==1.3.2
> ztable==0.2.2
== Comparing pip freeze ==
cffi==1.14.3 | cffi==1.14.4
importlib-metadata==2.0.0 | importlib-metadata==3.1.1
jupyter-core==4.6.3 | jupyter-core==4.7.0
packaging==20.4 | packaging==20.7
prometheus-client==0.8.0 | prometheus-client==0.9.0
qtconsole==4.7.7 | qtconsole==5.0.1
tqdm==4.51.0 | tqdm==4.54.0
virtualenv==20.1.0 | virtualenv==20.2.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
krb5-multidev:amd64==1.17-3 | krb5-multidev:amd64==1.17-3+deb10u1
libbrotli1:amd64==1.0.7-2 | libbrotli1:amd64==1.0.7-2+deb10u1
libgssapi-krb5-2:amd64==1.17-3 | libgssapi-krb5-2:amd64==1.17-3+deb10u1
libgssrpc4:amd64==1.17-3 | libgssrpc4:amd64==1.17-3+deb10u1
> libjq-dev:amd64==1.5+dfsg-2+b1
> libjq1:amd64==1.5+dfsg-2+b1
libk5crypto3:amd64==1.17-3 | libk5crypto3:amd64==1.17-3+deb10u1
libkadm5clnt-mit11:amd64==1.17-3 | libkadm5clnt-mit11:amd64==1.17-3+deb10u1
libkadm5srv-mit11:amd64==1.17-3 | libkadm5srv-mit11:amd64==1.17-3+deb10u1
libkdb5-9:amd64==1.17-3 | libkdb5-9:amd64==1.17-3+deb10u1
libkrb5-3:amd64==1.17-3 | libkrb5-3:amd64==1.17-3+deb10u1
libkrb5-dev:amd64==1.17-3 | libkrb5-dev:amd64==1.17-3+deb10u1
libkrb5support0:amd64==1.17-3 | libkrb5support0:amd64==1.17-3+deb10u1
> libonig5:amd64==6.9.1-1
libproxy1v5:amd64==0.4.15-5 | libprotobuf-dev:amd64==3.6.1.3-2
> libprotobuf-lite17:amd64==3.6.1.3-2
> libprotobuf17:amd64==3.6.1.3-2
> libprotoc17:amd64==3.6.1.3-2
> libproxy1v5:amd64==0.4.15-5+deb10u1
> protobuf-compiler==3.6.1.3-2