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Releases: Kaggle/docker-rstats

v35 - GPU

29 Mar 22:39
239a47b
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[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/rstats:v35

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	abc.data==1.0
  						      >	adabag==4.2
  						      >	AID==2.5
AMORE==0.2-16						      <
AppliedPredictiveModeling==1.1-7			      <
  						      >	asaur==0.50
autoplotly==0.1.2					      <
backShift==0.1.4.2					      <
  						      >	base64url==1.4
  						      >	bayesm==3.1-4
bayfoxr==0.0.1						      <
bib2df==1.1.1						      <
  						      >	BioStatR==3.0.0
birankr==1.0.1						      <
biwavelet==0.20.19					      <
  						      >	brnn==0.8
callr==3.5.1						      |	callr==3.6.0
care==1.1.10						      <
  						      >	caretEnsemble==2.0.1
  						      >	CAST==0.4.0
  						      >	catboost==0.23.2
cccd==1.5						      |	CCP==1.1
cld2==1.2						      <
  						      >	ClusterR==1.2.1
clustree==0.4.2						      <
colorRamps==2.3						      <
  						      >	compare==0.2-6
  						      >	compareDF==2.0.2
  						      >	compareGroups==4.4.1
  						      >	compositions==1.40-5
coRanking==0.2.1					      <
  						      >	correlationfunnel==0.1.0
dataMaid==1.4.0						      <
datarium==0.1.0						      <
DataVisualizations==1.1.11				      <
  						      >	deflateBR==1.1.2
  						      >	dendroextras==0.2.3
  						      >	denpro==0.9.2
diffobj==0.3.3						      |	diffobj==0.3.4
  						      >	dispmod==1.2
  						      >	distances==0.1.8
distrEllipse==2.8.0					      <
distrSim==2.8.0						      <
dlnm==2.3.9						      <
dmm==2.1-5						      <
DMwR==0.4.1						      <
  						      >	dodgr==0.2.6
  						      >	drake==7.12.0
DunnettTests==2.0					      <
e1071==1.7-4						      |	e1071==1.7-6
easycsv==1.0.8						      <
  						      >	ecodist==2.0.5
EIAdata==0.0.5						      <
  						      >	EMD==1.5.8
  						      >	ensembleR==0.1.0
epitools==0.5-10.1					      <
evtree==1.0-8						      <
exuber==0.3.0						      <
fabricatr==0.10.0					      <
FactoClass==1.2.7					      <
FCPS==1.2.0						      |	fclust==2.1.1
FitARMA==1.6.1						      <
FKF==0.1.5						      |	fitzRoy==0.3.1
  						      >	fivethirtyeight==0.5.0
  						      >	fixest==0.4.1
  						      >	fMultivar==3042.80.1
fueleconomy==1.0.0					      |	FunChisq==2.4.9.2
  						      >	FuzzyR==2.3
  						      >	gains==1.2
gets==0.22						      <
  						      >	gggibbous==0.1.0
  						      >	ggnetwork==0.5.8
  						      >	ggparallel==0.2.0
gistr==0.5.0						      <
  						      >	glmtree==0.1
  						      >	gmapsdistance==3.4
  						      >	gmm==1.6-4
goft==1.3.4						      <
gprofiler2==0.1.9					      <
  						      >	grImport==0.9-3
  						      >	grImport2==0.2-0
  						      >	groupdata2==1.2.0
  						      >	haplo.stats==1.7.9
  						      >	HardyWeinberg==1.6.3
  						      >	healthcareai==2.4.0
  						      >	HMMpa==1.0.1
humaniformat==0.6.0					      <
imager==0.42.7						      |	imager==0.42.8
  						      >	inaparc==1.1.0
inTrees==1.2						      <
  						      >	ivpack==1.2
  						      >	JM==1.4-8
  						      >	jmv==1.2.5
  						      >	kpeaks==1.1.0
L0Learn==1.2.0						      <
lagged==0.3-0						      <
  						      >	languageR==1.5.0
  						      >	leaderCluster==1.2
  						      >	LICORS==0.2.0
  						      >	LogicReg==1.6.2
  						      >	lordif==0.3-3
  						      >	lsmeans==2.30-0
  						      >	mapmisc==1.7.7
MBA==0.0-9						      <
  						      >	mcbiopi==1.1.6
memuse==4.1-0						      <
metR==0.7.0						      |	metafor==2.4-0
  						      >	metaheuristicOpt==2.0.0
  						      >	mFilter==0.1-5
midasr==0.7						      <
miic==1.0.3						      <
minerva==1.5.8						      <
  						      >	mixlm==1.2.4
modelplotr==1.0.0					      <
  						      >	moderndive==0.4.0
mvnmle==0.1-11.1					      <
nadiv==2.16.2.0						      <
ncf==1.2-9						      <
ncvreg==3.11.2						      <
normalr==1.0.0						      <
nowcasting==1.1.4					      <
  						      >	numbers==0.7-5
oddsratio==2.0.0					      <
  						      >	opentripplanner==0.2.1.0
ordinal==2019.12-10					      |	orcutt==2.3
  						      >	osqp==0.6.0.3
  						      >	partitions==1.9-22
  						      >	pdftables==0.1
pec==2019.11.03						      |	pdynmc==0.8.0
  						      >	penalized==0.9-51
performanceEstimation==1.1.0				      |	permutations==1.0-6
pinfsc50==1.1.0						      <
PolynomF==2.0-3						      <
  						      >	ppclust==1.1.0
precrec==0.11						      <
prefmod==0.8-34						      <
priceR==0.1.1						      |	printr==0.1
processx==3.4.5						      |	processx==3.5.0
profvis==0.3.6						      <
proxy==0.4-23						      |	proxy==0.4-25
PSF==0.4						      <
psycho==0.5.0						      <
pwt==7.1-1						      <
qrnn==2.0.5						      <
qualtRics==3.1.2					      <
  						      >	quantable==0.3.6
quantregForest==1.3-7					      <
rafalib==1.0.0						      <
random==0.2.6						      <
rBayesianOptimization==1.1.0				      <
rbenchmark==1.0.0					      <
rbokeh==0.5.0						      <
RcppCNPy==0.2.10					      |	RcppDE==0.1.6
RcppThread==1.0.0					      |	RcppThread==0.5.4
  						      >	REdaS==0.9.3
regclass==1.6						      <
  						      >	regpro==0.1.1
  						      >	rfm==0.2.1
  						      >	rgenoud==5.8-3.0
  						      >	RGraphics==3.0-1
  						      >	RItools==0.1-17
  						      >	rminer==1.4.5
RobinHood==1.2.4					      <
rpubs==0.2.2						      <
  						      >	rqPen==2.2.2
rrBLUP==4.6.1						      <
RRF==1.9.1						      <
rsm==2.10						      <
  						      >	RStoolbox==0.2.6
  						      >	rworldxtra==1.01
  						      >	RYandexTranslate==1.0
sarima==0.8.2						      <
setRNG==2013.9-1					      <
sf==0.9-7						      |	sf==0.9-8
shapefiles==0.7						      <
SIS==0.8-8						      <
slider==0.1.5						      |	slider==0.2.1
  						      >	SNPassoc==1.9-2
  						      >	SOMbrero==1.2-5
  						      >	sparr==2.2-13
srvyr==0.3.8						      <
STAT==0.1.0						      <
StatMeasures==1.0					      <
  						      >	storr==1.2.1
stringfish==0.15.0					      |	stringfish==0.15.1
  						      >	table1==1.2
  						      >	tables==0.8.8
tdr==0.13						      <
texreg==1.36.23						      <
  						      >	textrecipes==0.2.0
tfautograph==0.2.0					      <
tidygeocoder==0.2.5					      <
  						      >	tidylog==1.0.1
timevis==0.5						      <
tmaptools==3.0						      <
TraMineRextras==0.4.7					      <
tsDyn==10-1.2						      <
tseriesChaos==0.1-13.1					      <
tsModel==0.6						      <
tufte==0.5						      <
UBL==0.0.6						      |	txtq==0.2.0
ucminf==1.1-4						      <
units==0.7-0						      |	units==0.7-1
  						      >	uplift==0.3.5
  						      >	UScensus2000cdp==0.03
vcfR==1.10.0						      |	vctrs==0.3.7
vctrs==0.3.6						      <
vita==1.0.0						      <
WeightedCluster==1.4					      <
  						      >	wildcard==1.1.0
  						      >	xkcd==0.0.6
  						      >	xplorerr==0.1.1
yardstick==0.0.7					      |	yardstick==0.0.8
ZIM==1.1.0						      <
== Comparing pip freeze ==
importlib-metadata==3.7.3				      |	importlib-metadata==3.9.0
ipython==7.21.0						      |	ipython==7.22.0
jupyter-console==6.2.0					      |	jupyter-console==6.4.0
prompt-toolkit==3.0.17					      |	prompt-toolkit==3.0.18
qtconsole==5.0.2					      |	qtconsole==5.0.3
regex==2020.11.13					      |	regex==2021.3.17
terminado==0.9.2					      |	terminado==0.9.3
urllib3==1.26.3						      |	urllib3==1.26.4
virtualenv==20.4.2					      |	virtualenv==20.4.3
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
groff-base==1.22.4-3					      |	groff-base==1.22.4-3+deb10u1
libavahi-client3:amd64==0.7-4+b1			      |	libavahi-client3:amd64==0.7-4+deb10u1
libavahi-common-data:amd64==0.7-4+b1			      |	libavahi-common-data:amd64==0.7-4+deb10u1
libavahi-common3:amd64==0.7-4+b1			      |	libavahi-common3:amd64==0.7-4+deb10u1
libjs-jquery==3.3.1~dfsg-3				      |	libjs-jquery==3.3.1~dfsg-3+deb10u1
libnss-systemd:amd64==241-7~deb10u6			      |	libnss-systemd:amd64==241-7~deb10u7
libpam-systemd:amd64==241-7~deb10u6			      |	libpam-systemd:amd64==241-7~deb10u7
libpython3.7:amd64==3.7.3-2+deb10u2			      |	libpython3.7:amd64==3.7.3-2+deb10u3
libpython3.7-dev:amd64==3.7.3-2+deb10u2			      |	libpython3.7-dev:amd64==3.7.3-2+deb10u3
libpython3.7-minimal:amd64==3.7.3-2+deb10u2		      |	libpython3.7-minimal:amd64==3.7.3-2+deb10u3
libpython3.7-stdlib:amd64==3.7.3-2+deb10u2		      |	libpython3.7-stdlib:amd64==3.7.3-2+deb10u3
libsystemd0:amd64==241-7~deb10u6			      |	libsystemd0:amd64==241-7~deb10u7
python3.7==3.7.3-2+deb10u2				      |	python3.7==3.7.3-2+deb10u3
python3.7-dev==3.7.3-2+deb10u2				      |	python3.7-dev==3.7.3-2+deb10u3
python3.7-minimal==3.7.3-2+deb10u2			      |	python3.7-minimal==3.7.3-2+deb10u3
python3.7-venv==3.7.3-2+deb10u2				      |	python3.7-venv==3.7.3-2+deb10u3
systemd==241-7~deb10u6					      |	systemd==241-7~deb10u7
systemd-sysv==241-7~deb10u6				      |	systemd-sysv==241-7~deb10u7

v34 - GPU

15 Mar 20:46
944af22
Compare
Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/rstats:v34

== Comparing Rscript /tools/r_list_versions.R | sort ==
AID==2.5						      <
  						      >	ald==1.2
  						      >	AppliedPredictiveModeling==1.1-7
arulesSequences==0.2-24					      <
audio==0.1-7						      <
BallMapper==0.2.0					      |	Ball==1.3.9
bamlss==1.1-2						      <
  						      >	bayesAB==1.1.2
BCBCSF==1.0-1						      <
  						      >	bench==1.1.1
bigrquery==1.3.2					      |	bigrquery==1.2.0
  						      >	blockmodels==1.1.1
bootstrap==2019.6					      <
  						      >	breakDown==0.2.0
broomExtra==4.0.0					      <
broom.mixed==0.2.5					      <
  						      >	bst==0.3-17
  						      >	care==1.1.10
catboost==0.23.2					      <
CCP==1.1						      <
  						      >	CDM==7.5-15
  						      >	CGPfunctions==0.6.0
  						      >	ChainLadder==0.2.11
ChannelAttribution==1.17				      <
  						      >	clarkeTest==0.1.0
cli==2.3.0						      |	cli==2.3.1
clubSandwich==0.4.2					      <
ClusterR==1.2.1						      <
clusteval==0.1						      <
  						      >	cmm==0.12
  						      >	colordistance==1.1.0
compare==0.2-6						      <
compareGroups==4.4.1					      <
condMVNorm==2020.1					      <
coronavirus==0.1.0					      <
correlation==0.2.0					      <
  						      >	countcolors==0.9.1
  						      >	cplm==0.7-8
csv==0.5.5						      <
cutpointr==1.0.2					      <
  						      >	cwhmisc==6.6
  						      >	DALEXtra==0.2.1
  						      >	DAMisc==1.5.4
  						      >	datarium==0.1.0
  						      >	datasauRus==0.1.4
data.tree==0.7.11					      <
desc==1.2.0						      |	desc==1.3.0
dgof==1.2						      |	dfexplore==0.2.1
  						      >	dHSIC==2.1
dominanceanalysis==1.3.0				      <
dplyr==1.0.4						      |	dplyr==1.0.5
  						      >	dummy==0.1.3
  						      >	dunn.test==1.3.5
  						      >	dynamicTreeCut==1.63-1
  						      >	dynlm==0.3-6
echarts4r==0.2.3					      <
embed==0.0.6						      <
  						      >	emdist==0.3-1
  						      >	epiR==1.0-14
  						      >	ergm==3.10.4
  						      >	ExPosition==2.8.23
ez==4.4-0						      <
  						      >	fANCOVA==0.5-1
farver==2.0.3						      |	farver==2.1.0
fastGHQuad==1.0						      <
  						      >	fDMA==2.2.5
fdth==1.2-5						      <
ff==2.2-14.2						      <
ffbase==0.12.8						      <
fftwtools==0.9-9					      |	fftwtools==0.9-11
  						      >	FinTS==0.4-6
fivethirtyeight==0.5.0					      <
  						      >	flair==0.0.2
forecast==8.13						      |	ForeCA==0.2.4
  						      >	forecast==8.14
  						      >	ForecastComb==1.3.1
forestplot==1.9						      |	forestmangr==0.9.2
formatR==1.7						      |	formatR==1.8
fpp2==2.3						      |	fpp==0.5
  						      >	freqdist==0.1
  						      >	FSA==0.8.30
  						      >	FSelectorRcpp==0.3.3
  						      >	fUnitRoots==3042.79
gamboostLSS==2.0-1.1					      <
  						      >	gamlr==1.13-5
gargle==0.5.0						      |	gargle==0.4.0
  						      >	geiger==2.0.6.4
  						      >	gets==0.22
  						      >	ggplot2movies==0.0.1
  						      >	ggRandomForests==2.0.1
ggsn==0.5.0						      <
ggstatsplot==0.4.0					      <
ggVennDiagram==0.3					      <
glassoFast==1.0						      |	glm2==1.2.1
  						      >	glmnetUtils==1.1.5
Gmedian==1.2.5						      <
  						      >	googledrive==1.0.0
  						      >	googlesheets4==0.1.1
  						      >	gpclib==1.5-6
gProfileR==0.7.0					      <
grImport==0.9-3						      <
grImport2==0.2-0					      <
groupedstats==0.2.2					      <
gtsummary==1.3.0					      <
haplo.stats==1.7.9					      <
HardyWeinberg==1.6.3					      <
  						      >	hellno==0.0.1
histogram==0.0-25					      <
  						      >	hnp==1.2-6
HTLR==0.4-2						      |	HSAUR2==1.1-17
  						      >	htmltab==0.7.1.1
  						      >	IC2==1.0-1
  						      >	ICS==1.3-1
  						      >	ICSNP==1.1-1
imager==0.42.3						      |	imager==0.42.7
  						      >	imagine==1.5.3
iml==0.10.0						      <
insuranceData==1.0					      <
interp==1.0-33						      <
  						      >	intsvy==2.4
ipmisc==2.0.0						      <
isoband==0.2.3						      |	isoband==0.2.4
  						      >	isotone==1.1-0
jmv==1.2.5						      <
KRMM==1.0						      <
  						      >	L1pack==0.38.19
languageR==1.5.0					      <
learnr==0.10.1						      <
  						      >	lfda==1.1.3
lift==0.0.2						      |	liger==1.0
lmPerm==2.1.0						      <
LogicReg==1.6.2						      <
lordif==0.3-3						      <
  						      >	lpdensity==1.0
lsmeans==2.30-0						      <
  						      >	MBCluster.Seq==1.0
mcbiopi==1.1.6						      |	mccr==0.4.4
Mcomp==2.8						      <
metaBMA==0.6.2						      <
metafor==2.4-0						      <
metaplus==0.7-11					      <
mfGARCH==0.1.9						      <
  						      >	mipfp==3.2.1
  						      >	missRanger==2.1.0
  						      >	mlmRev==1.0-8
mltest==1.0.1						      <
  						      >	modelStudio==1.0.2
  						      >	modelsummary==0.2.0
msigdbr==7.0.1						      |	mRMRe==2.1.0
  						      >	MSwM==1.4
  						      >	mtsdi==0.3.5
  						      >	multitaper==1.0-14
  						      >	MVA==1.0-6
  						      >	mvnfast==0.2.5
  						      >	NatureSounds==1.0.3
  						      >	ncbit==2013.03.29
ncmeta==0.2.0						      <
NCmisc==1.1.6						      <
neural==1.4.2.2						      <
nhanesA==0.6.5						      <
nor1mix==1.3-0						      <
normtest==1.1						      <
np==0.60-10						      <
numbers==0.7-5						      <
ompr==0.8.0						      <
  						      >	optCluster==1.3.0
  						      >	optiscale==1.2
orcutt==2.3						      <
pairwiseComparisons==0.3.0				      |	pageviews==0.3.0
panelr==0.7.2						      <
papeR==1.0-4						      <
  						      >	PASWR==1.1
pcse==1.9.1.1						      <
pgirmess==1.6.9						      <
  						      >	phonTools==0.2-2.1
pillar==1.4.7						      |	pillar==1.5.1
pkgload==1.1.0						      |	pkgload==1.2.0
plsdepot==0.1.17					      <
  						      >	poLCA==1.4.1
  						      >	polysat==1.7-4
  						      >	pool==0.1.4.3
  						      >	powerAnalysis==0.2.1
  						      >	PReMiuM==3.2.3
  						      >	prettyGraphs==2.1.6
  						      >	prettyR==2.2-3
proftools==0.99-2					      |	profmem==0.5.0
projpred==1.1.6						      <
ps==1.5.0						      |	ps==1.6.0
psd==1.2.0						      <
  						      >	ptw==1.9-15
  						      >	pzfx==0.2.0
qicharts2==0.6.1					      <
qs==0.23.6						      |	qs==0.24.1
randomForestExplainer==0.10.0				      <
  						      >	RankAggreg==0.6.5
R.cache==0.14.0						      <
rCAT==0.1.5						      <
RcppArmadillo==0.10.2.1.0				      |	RcppArmadillo==0.10.2.2.0
RcppParallel==5.0.2					      |	RcppParallel==5.0.3
  						      >	rddensity==1.0
  						      >	rdrobust==0.99.7
  						      >	RDS==0.9-2
ReacTran==1.4.3.1					      <
reader==1.0.6						      <
readODS==1.6.7						      <
  						      >	RedditExtractoR==2.1.5
renv==0.9.3						      <
rfUtilities==2.1-5					      <
rgenoud==5.8-3.0					      <
RGraphics==3.0-1					      <
riv==2.0-5						      |	rje==1.10.15
Rlof==1.1.1						      <
RNetCDF==2.1-1						      <
  						      >	rnn==0.9.8
  						      >	Rnumerai==2.1
ROCnReg==1.0						      <
ROI==0.3-3						      <
RoughSets==1.3-7					      <
  						      >	rpostgis==1.4.3
rsvd==1.0.3						      <
  						      >	ruimtehol==0.2.3
runner==0.3.5						      |	ruta==1.1.0
  						      >	Rvcg==0.19.1
  						      >	sapa==2.0-2
  						      >	sciplot==1.2-0
sda==1.3.7						      <
  						      >	seismicRoll==1.1.3
  						      >	seleniumPipes==0.3.7
sendmailR==1.2-1					      <
  						      >	servr==0.16
  						      >	shipunov==1.7
  						      >	sigmoid==0.3.0
  						      >	simstudy==0.1.16
  						      >	sn==1.6-1
SNPassoc==1.9-2						      <
  						      >	spacyr==1.2.1
spBayes==0.4-3						      <
spectralGraphTopology==0.2.0				      <
  						      >	spind==2.2.0
SportsAnalytics==0.2					      <
st==1.2.5						      <
statsExpressions==0.4.1					      <
statsr==0.1-0						      <
stringfish==0.14.2					      |	stringfish==0.15.0
styler==1.3.2						      |	subplex==1.6
SuperLearner==2.0-26					      <
  						      >	synthpop==1.5-1
table1==1.2						      |	TAM==3.4-26
tableone==0.11.1					      <
taRifx==1.0.6.2						      <
TDAmapper==1.0						      <
textfeatures==0.3.3					      <
textrecipes==0.2.0					      <
tfse==0.5.0						      <
tibble==3.0.6						      |	tibble==3.1.0
tidyBF==0.2.0						      <
tidyfst==0.9.5						      <
tidync==0.2.3						      |	tidypredict==0.4.5
tidyr==1.1.2						      |	tidyr==1.1.3
tiff==0.1-6						      |	tiff==0.1-7
tinytex==0.29						      |	tinytex==0.30
trajr==1.3.0						      <
  						      >	trust==0.1-8
tsfknn==0.3.0						      |	tsfeatures==1.0.1
tswge==1.0.0						      <
tune==0.1.2						      |	tune==0.1.3
unikn==0.2.0						      |	units==0.7-0
units==0.6-7						      <
UScensus2000cdp==0.03					      <
utf8==1.1.4						      |	utf8==1.2.1
varbvs==2.5-16						      <
varrank==0.3						      <
  						      >	vembedr==0.1.3
versions==0.3						      <
  						      >	vwr==0.3.0
waldo==0.2.4						      |	waldo==0.2.5
wildcard==1.1.0						      |	wikipediatrend==2.1.4
workflows==0.2.1					      |	workflows==0.2.2
WRS2==1.0-0						      <
xfun==0.21						      |	xfun==0.22
xkcd==0.0.6						      <
zoo==1.8-8						      |	zoo==1.8-9
== Comparing pip freeze ==
defusedxml==0.6.0					      |	defusedxml==0.7.1
importlib-metadata==3.4.0				      |	importlib-metadata==3.7.3
ipython==7.20.0						      |	ipython==7.21.0
jupyter-client==6.1.11					      |	jupyter-client==6.1.12
nbclient==0.5.2						      |	nbclient==0.5.3
papermill==2.3.2					      |	papermill==2.3.3
prompt-toolkit==3.0.16					      |	prompt-toolkit==3.0.17
Pygments==2.8.0						      |	Pygments==2.8.1
tenacity==6.3.1						      |	tenacity==7.0.0
tqdm==4.57.0						      |	tqdm==4.59.0
zipp==3.4.0						      |	zipp==3.4.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libnode-dev:amd64==10.23.1~dfsg-1~deb10u1		      |	libnode-dev:amd64==10.24.0~dfsg-1~deb10u1
libnode64:amd64==10.23.1~dfsg-1~deb10u1			      |	libnode64:amd64==10.24.0~dfsg-1~deb10u1
libtiff-dev:amd64==4.1.0+git191117-2~deb10u1		      |...
Read more

v32 - GPU

10 Feb 18:49
944af22
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Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/rstats:v32

== Comparing Rscript /tools/r_list_versions.R | sort ==
abc==2.1						      <
abc.data==1.0						      <
aCRM==0.1.1						      <
actuar==3.0-0						      |	actuar==2.3-3
adabag==4.2						      <
ade4==1.7-16						      |	ade4==1.7-15
adegraphics==1.0-15					      <
adehabitatHR==0.4.18					      <
adehabitatLT==0.3.25					      <
adehabitatMA==0.3.14					      <
admisc==0.11						      <
afex==0.28-0						      |	afex==0.27-2
agricolae==1.3-3					      |	agricolae==1.3-2
AICcmodavg==2.3-1					      |	AICcmodavg==2.2-2
airports==0.1.0						      |	akima==0.6-2
akima==0.6-2.1						      <
alabama==2015.3-1					      <
AmesHousing==0.0.4					      |	AmesHousing==0.0.3
AMR==1.4.0						      |	AMORE==0.2-16
ANN2==2.3.4						      |	ANN2==2.3.3
anocva==0.1.1						      |	anomalize==0.2.0
anomalize==0.2.2					      <
anytime==0.3.9						      |	anytime==0.3.7
apaTables==2.0.5					      <
ape==5.4-1						      |	ape==5.3
apexcharter==0.1.8					      |	AppliedPredictiveModeling==1.1-7
aphid==1.3.3						      |	aricode==0.1.2
arabicStemR==1.2					      |	arm==1.10-1
arfima==1.7-0						      |	arrangements==1.1.8
aricode==1.0.0						      <
arm==1.11-2						      <
arsenal==3.5.0						      |	arrow==0.17.0
arules==1.6-6						      |	arsenal==3.4.0
arulesSequences==0.2-25					      |	arules==1.6-5
  						      >	arulesSequences==0.2-24
aspace==3.2						      <
assertive==0.3-6					      <
assertive.base==0.0-7					      <
assertive.code==0.0-3					      <
assertive.data==0.0-3					      <
assertive.data.uk==0.0-2				      <
assertive.data.us==0.0-2				      <
assertive.datetimes==0.0-3				      <
assertive.files==0.0-2					      <
assertive.matrices==0.0-2				      <
assertive.models==0.0-2					      <
assertive.numbers==0.0-2				      <
assertive.properties==0.0-4				      <
assertive.reflection==0.0-5				      <
assertive.sets==0.0-3					      <
assertive.strings==0.0-3				      <
assertive.types==0.0-3					      <
astsa==1.10						      |	astsa==1.9
aweek==1.0.1						      |	autoplotly==0.1.2
  						      >	aweek==1.0.0
backports==1.2.0					      |	backports==1.2.1
baguette==0.1.0						      |	backShift==0.1.4.2
barcode==1.1						      |	bamlss==1.1-2
BART==2.7						      |	BAS==1.5.5
base64url==1.4						      <
bayesm==3.1-4						      |	BayesLogit==2.1
bayesplot==1.7.2					      |	bayesplot==1.7.1
bayestestR==0.7.5					      |	bayestestR==0.6.0
  						      >	bayfoxr==0.0.1
  						      >	bazar==1.0.11
bbotk==0.2.2						      |	BCBCSF==1.0-1
BDgraph==2.63						      |	BDgraph==2.62
beanplot==1.2						      <
beepr==1.3						      <
Benchmarking==0.29					      <
benchmarkme==1.0.4					      <
benchmarkmeData==1.0.4					      <
bestNormalize==1.6.1					      |	bestNormalize==1.5.0
BGLR==1.0.8						      |	BH==1.75.0-0
BH==1.72.0-3						      |	bib2df==1.1.1
BiasedUrn==1.07						      |	bibtex==0.4.2.2
bibliometrix==3.0.3					      <
bibtex==0.4.2.3						      <
biganalytics==1.1.21					      |	biglm==0.9-1
bigassertr==0.1.3					      <
biglm==0.9-2.1						      <
bigparallelr==0.3.0					      |	bigrquery==1.2.0
bigrquery==1.3.2					      |	billboarder==0.2.8
bigstatsr==1.3.1					      <
bindata==0.9-19						      <
binman==0.1.2						      |	binman==0.1.1
binom==1.1-1						      |	binst==0.2.1
binr==1.1						      |	bio3d==2.4-1
biomod2==3.4.6						      |	biosignalEMG==2.1.0
biOps==0.2.2						      <
bipartite==2.15						      <
bit==4.0.4						      |	birk==2.1.2
bit64==4.0.5						      |	bit==1.1-15.2
  						      >	bit64==0.9-7
biwavelet==0.20.19					      <
blme==1.0-4						      <
  						      >	blockcluster==4.4.3
bnlearn==4.6.1						      |	bnclassify==0.4.5
bnviewer==0.1.6						      |	bnlearn==4.5
bodenmiller==0.1					      |	BNN==1.0.2
Bolstad==0.2-41						      |	bookdown==0.18
bookdown==0.21						      |	BoolNet==2.1.5
Boom==0.9.6						      |	Boom==0.9.5
BoomSpikeSlab==1.2.3					      |	BoomSpikeSlab==1.2.2
bootnet==1.4.3						      |	bootnet==1.3
Boruta==7.0.0						      |	Boruta==6.0.0
brainGraph==3.0.0					      <
brant==0.3-0						      <
breakDown==0.2.0					      <
brglm2==0.7.0						      <
brio==1.1.0						      |	brio==1.1.1
brms==2.14.4						      <
broom==0.7.2						      |	broom==0.7.4
broomExtra==4.1.0					      |	broomExtra==4.0.0
broom.mixed==0.2.6					      |	broom.mixed==0.2.5
bsts==0.9.5						      |	bst==0.3-17
butcher==0.1.2						      |	bsts==0.9.2
bvarsv==1.1						      |	bupaR==0.4.3
BWStest==0.2.2						      |	C50==0.1.3
C50==0.1.3.1						      <
Cairo==1.5-12.2						      |	CaDENCE==1.2.5
  						      >	Cairo==1.5-12
car==3.0-10						      |	car==3.0-7
carat==1.4						      |	carData==3.0-3
carData==3.0-4						      |	cartogram==0.2.0
care==1.1.10						      |	cartography==2.4.1
caret==6.0-86						      |	caschrono==2.1
caretEnsemble==2.0.1					      <
cartography==2.4.2					      <
cat==0.0-6.5						      <
cdata==1.1.9						      |	CCA==1.2
  						      >	cccd==1.5
  						      >	CCP==1.1
  						      >	cdata==1.1.6
cellWise==2.2.3						      |	cellWise==2.1.1
centiserve==1.0.0					      <
CGPfunctions==0.6.3					      <
ChainLadder==0.2.11					      <
ChannelAttribution==2.0.2				      <
cherryblossom==0.1.0					      |	choroplethr==3.6.3
choroplethr==3.7.0					      <
chron==2.3-56						      |	chron==2.3-55
CINNA==1.1.53						      |	circlize==0.4.8
circlize==0.4.11					      <
ciTools==0.6.1						      |	circular==0.4-93
cleaner==1.5.1						      |	cleandata==0.3.0
cleanNLP==3.0.3						      |	cleanNLP==3.0.2
clhs==0.7-3						      |	cli==2.3.0
cli==2.2.0						      |	clifro==3.2-2
clifro==3.2-3						      <
clime==0.4.1						      <
clue==0.3-58						      |	clubSandwich==0.4.2
  						      >	clue==0.3-57
clusterGeneration==1.3.6				      |	clusterGeneration==1.3.4
ClusterR==1.2.2						      |	ClusterR==1.2.1
clustMixType==0.2-9					      |	clusteval==0.1
  						      >	clustMixType==0.2-5
ClustVarLV==2.0.1					      |	clustree==0.4.2
clValid==0.6-9						      |	clValid==0.6-6
cmm==0.12						      |	cmprsk==2.2-9
cmprsk==2.2-10						      <
coda==0.19-4						      |	coda==0.19-3
coinmarketcapr==0.3.2					      <
CoinMinD==1.1						      <
cointReg==0.2.0						      <
colordistance==1.1.1					      <
colourpicker==1.1.0					      |	colourpicker==1.0
colourvalues==0.3.6					      |	colourvalues==0.3.4
compareGroups==4.4.5					      |	compare==0.2-6
comprehenr==0.6.8					      |	compareGroups==4.4.1
conditionz==0.1.0					      |	condMVNorm==2020.1
conf.design==2.0.0					      <
conquer==1.0.2						      |	contextual==0.9.8.3
coreCT==1.3.2						      |	contrast==0.22
  						      >	coRanking==0.2.1
coronavirus==0.3.0					      |	coro==1.0.1
  						      >	coronavirus==0.1.0
correlation==0.5.0					      |	correlation==0.2.0
corrr==0.4.3						      |	corrr==0.4.2
countcolors==0.9.1					      |	COUNT==1.3.4
countrycode==1.2.0					      |	countrycode==1.1.2
COVID19==2.3.1						      <
cowplot==1.1.0						      |	covTestR==0.1.4
CPAT==0.1.0						      |	cowplot==1.0.0
cplm==0.7-9						      |	cpp11==0.2.6
cpp11==0.2.4						      |	crayon==1.4.1
cppRouting==2.0						      |	crosstalk==1.1.1
crayon==1.3.4						      |	crul==0.9.0
crosstalk==1.1.0.1					      |	csv==0.5.5
crul==1.0.0						      |	cubature==2.0.4
cSEM==0.3.0						      <
cubature==2.0.4.1					      <
cubelyr==1.0.1						      <
cutpointr==1.0.32					      <
cvms==1.2.0						      <
d3r==0.9.1						      |	d3r==0.8.7
dae==3.1-32						      |	DALEX==1.2.0
DALEX==2.0.1						      |	dapr==0.0.3
dashboard==0.1.0					      <
  						      >	DataExplorer==0.8.1
  						      >	dataMaid==1.4.0
  						      >	datapasta==3.1.0
  						      >	dataPreparation==0.4.3
data.table==1.13.2					      |	data.table==1.13.6
data.tree==1.0.0					      |	data.tree==0.7.11
  						      >	DataVisualizations==1.1.11
datetime==0.1.4						      |	DBI==1.1.1
DBI==1.1.0						      |	dbplyr==1.4.3
dbplyr==2.0.0						      <
DCCA==0.1.1						      |	dcurver==0.9.1
dcurver==0.9.2						      |	deaR==1.2.1
deepboost==0.1.6					      |	debugme==1.1.0
deflateBR==1.1.2					      |	Delaporte==7.0.2
Delaporte==7.0.5					      |	deldir==0.1-25
deldir==0.2-3						      |	deltaPlotR==1.6
dendextend==1.14.0					      |	dendextend==1.13.4
denstrip==1.5.4						      <
Deriv==4.1.1						      |	Deriv==4.0
DescTools==0.99.38					      |	DescTools==0.99.34
devEMF==4.0-2						      |	devtools==2.3.0
devtools==2.3.2						      <
dfidx==0.0-3						      <
diagram==1.6.5						      |	diagram==1.6.4
DiceKriging==1.5.8					      |	DiceKriging==1.5.6
diffobj==0.3.2						      |	diffobj==0.3.3
  						      >	difR==5.0
dimensionsR==0.0.2					      <
DIMORA==0.1.0						      <
directlabels==2020.6.17					      |	directlabels==2020.1.31
discreteRV==1.2.2					      |	discrim==0.0.2
dismo==1.3-3						      |	dismo==1.1-4
distances==0.1.8					      <
  						      >	distrEllipse==2.8.0
distributional==0.2.1					      <
distrom==1.0						      |	distrSim==2.8.0
dmm==2.1-6						      |	dlnm==2.3.9
DMwR==0.4.1						      |	dmm==2.1-5
doBy==4.6.8						      |	do==1.2.0.0
docopt==0.7.1						      |	doBy==4.6.5
DoE.base==1.1-5						      |	docopt==0.6.1
doFuture==0.10.0					      |	doFuture==0.9.0
doMC==1.3.7						      |	doMC==1.3.6
doParallel==1.0.16					      |	dominanceanalysis==1.3.0
  						      >	doParallel==1.0.15
downlit==0.2.1						      <
dplyr==1.0.2						      |	dplyr==1.0.4
drake==7.12.7						      <
drat==0.1.8						      <
DT==0.16						      |	DT==0.13
dtree==0.4.2						      <
dtw==1.22-3						      |	dtw==1.21-3
dunn.test==1.3.5					      <
dyn==0.2-9.6						      <
earth==5.3.0						      |	earth==5.1.2
easyalluvial==0.2.3					      <
easyr==0.5-2						      |	easyr==0.3-1
Ecdat==0.3-9						      |	Ecdat==0.3-7
Ecfun==0.2-4						      |	Ecfun==0.2-2
echarts4r==0.3.3					      |	echarts4r==0.2.3
ecodist==2.0.7						      |	economiccomplexity==1.0
ecospat==3.1						      |	edeaR==0.8.4
edgebundleR==0.1.4					      |	effects==4.1-4
editData==0.1....
Read more

v32 - CPU

10 Feb 18:49
944af22
Compare
Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/rstats:v32

== Comparing Rscript /tools/r_list_versions.R | sort ==
abc==2.1						      <
abc.data==1.0						      <
aCRM==0.1.1						      <
actuar==3.0-0						      |	actuar==2.3-3
adabag==4.2						      <
ade4==1.7-16						      |	ade4==1.7-15
adegraphics==1.0-15					      <
adehabitatHR==0.4.18					      <
adehabitatLT==0.3.25					      <
adehabitatMA==0.3.14					      <
admisc==0.11						      <
afex==0.28-0						      |	afex==0.27-2
agricolae==1.3-3					      |	agricolae==1.3-2
AICcmodavg==2.3-1					      |	AICcmodavg==2.2-2
airports==0.1.0						      |	akima==0.6-2
akima==0.6-2.1						      <
alabama==2015.3-1					      <
AmesHousing==0.0.4					      |	AmesHousing==0.0.3
AMR==1.4.0						      |	AMORE==0.2-16
ANN2==2.3.4						      |	ANN2==2.3.3
anocva==0.1.1						      |	anomalize==0.2.0
anomalize==0.2.2					      <
anytime==0.3.9						      |	anytime==0.3.7
apaTables==2.0.5					      <
ape==5.4-1						      |	ape==5.3
apexcharter==0.1.8					      |	AppliedPredictiveModeling==1.1-7
aphid==1.3.3						      |	aricode==0.1.2
arabicStemR==1.2					      |	arm==1.10-1
arfima==1.7-0						      |	arrangements==1.1.8
aricode==1.0.0						      <
arm==1.11-2						      <
arsenal==3.5.0						      |	arrow==0.17.0
arules==1.6-6						      |	arsenal==3.4.0
arulesSequences==0.2-25					      |	arules==1.6-5
  						      >	arulesSequences==0.2-24
aspace==3.2						      <
assertive==0.3-6					      <
assertive.base==0.0-7					      <
assertive.code==0.0-3					      <
assertive.data==0.0-3					      <
assertive.data.uk==0.0-2				      <
assertive.data.us==0.0-2				      <
assertive.datetimes==0.0-3				      <
assertive.files==0.0-2					      <
assertive.matrices==0.0-2				      <
assertive.models==0.0-2					      <
assertive.numbers==0.0-2				      <
assertive.properties==0.0-4				      <
assertive.reflection==0.0-5				      <
assertive.sets==0.0-3					      <
assertive.strings==0.0-3				      <
assertive.types==0.0-3					      <
astsa==1.10						      |	astsa==1.9
aweek==1.0.1						      |	autoplotly==0.1.2
  						      >	aweek==1.0.0
backports==1.2.0					      |	backports==1.2.1
baguette==0.1.0						      |	backShift==0.1.4.2
barcode==1.1						      |	bamlss==1.1-2
BART==2.7						      |	BAS==1.5.5
base64url==1.4						      <
bayesm==3.1-4						      |	BayesLogit==2.1
bayesplot==1.7.2					      |	bayesplot==1.7.1
bayestestR==0.7.5					      |	bayestestR==0.6.0
  						      >	bayfoxr==0.0.1
  						      >	bazar==1.0.11
bbotk==0.2.2						      |	BCBCSF==1.0-1
BDgraph==2.63						      |	BDgraph==2.62
beanplot==1.2						      <
beepr==1.3						      <
Benchmarking==0.29					      <
benchmarkme==1.0.4					      <
benchmarkmeData==1.0.4					      <
bestNormalize==1.6.1					      |	bestNormalize==1.5.0
BGLR==1.0.8						      |	BH==1.75.0-0
BH==1.72.0-3						      |	bib2df==1.1.1
BiasedUrn==1.07						      |	bibtex==0.4.2.2
bibliometrix==3.0.3					      <
bibtex==0.4.2.3						      <
biganalytics==1.1.21					      |	biglm==0.9-1
bigassertr==0.1.3					      <
biglm==0.9-2.1						      <
bigparallelr==0.3.0					      |	bigrquery==1.2.0
bigrquery==1.3.2					      |	billboarder==0.2.8
bigstatsr==1.3.1					      <
bindata==0.9-19						      <
binman==0.1.2						      |	binman==0.1.1
binom==1.1-1						      |	binst==0.2.1
binr==1.1						      |	bio3d==2.4-1
biomod2==3.4.6						      |	biosignalEMG==2.1.0
biOps==0.2.2						      <
bipartite==2.15						      <
bit==4.0.4						      |	birk==2.1.2
bit64==4.0.5						      |	bit==1.1-15.2
  						      >	bit64==0.9-7
biwavelet==0.20.19					      <
blme==1.0-4						      <
  						      >	blockcluster==4.4.3
bnlearn==4.6.1						      |	bnclassify==0.4.5
bnviewer==0.1.6						      |	bnlearn==4.5
bodenmiller==0.1					      |	BNN==1.0.2
Bolstad==0.2-41						      |	bookdown==0.18
bookdown==0.21						      |	BoolNet==2.1.5
Boom==0.9.6						      |	Boom==0.9.5
BoomSpikeSlab==1.2.3					      |	BoomSpikeSlab==1.2.2
bootnet==1.4.3						      |	bootnet==1.3
Boruta==7.0.0						      |	Boruta==6.0.0
brainGraph==3.0.0					      <
brant==0.3-0						      <
breakDown==0.2.0					      <
brglm2==0.7.0						      <
brio==1.1.0						      |	brio==1.1.1
brms==2.14.4						      <
broom==0.7.2						      |	broom==0.7.4
broomExtra==4.1.0					      |	broomExtra==4.0.0
broom.mixed==0.2.6					      |	broom.mixed==0.2.5
bsts==0.9.5						      |	bst==0.3-17
butcher==0.1.2						      |	bsts==0.9.2
bvarsv==1.1						      |	bupaR==0.4.3
BWStest==0.2.2						      |	C50==0.1.3
C50==0.1.3.1						      <
Cairo==1.5-12.2						      |	CaDENCE==1.2.5
  						      >	Cairo==1.5-12
car==3.0-10						      |	car==3.0-7
carat==1.4						      |	carData==3.0-3
carData==3.0-4						      |	cartogram==0.2.0
care==1.1.10						      |	cartography==2.4.1
caret==6.0-86						      |	caschrono==2.1
caretEnsemble==2.0.1					      <
cartography==2.4.2					      <
cat==0.0-6.5						      <
cdata==1.1.9						      |	CCA==1.2
  						      >	cccd==1.5
  						      >	CCP==1.1
  						      >	cdata==1.1.6
cellWise==2.2.3						      |	cellWise==2.1.1
centiserve==1.0.0					      <
CGPfunctions==0.6.3					      <
ChainLadder==0.2.11					      <
ChannelAttribution==2.0.2				      <
cherryblossom==0.1.0					      |	choroplethr==3.6.3
choroplethr==3.7.0					      <
chron==2.3-56						      |	chron==2.3-55
CINNA==1.1.53						      |	circlize==0.4.8
circlize==0.4.11					      <
ciTools==0.6.1						      |	circular==0.4-93
cleaner==1.5.1						      |	cleandata==0.3.0
cleanNLP==3.0.3						      |	cleanNLP==3.0.2
clhs==0.7-3						      |	cli==2.3.0
cli==2.2.0						      |	clifro==3.2-2
clifro==3.2-3						      <
clime==0.4.1						      <
clue==0.3-58						      |	clubSandwich==0.4.2
  						      >	clue==0.3-57
clusterGeneration==1.3.6				      |	clusterGeneration==1.3.4
ClusterR==1.2.2						      |	ClusterR==1.2.1
clustMixType==0.2-9					      |	clusteval==0.1
  						      >	clustMixType==0.2-5
ClustVarLV==2.0.1					      |	clustree==0.4.2
clValid==0.6-9						      |	clValid==0.6-6
cmm==0.12						      |	cmprsk==2.2-9
cmprsk==2.2-10						      <
coda==0.19-4						      |	coda==0.19-3
coinmarketcapr==0.3.2					      <
CoinMinD==1.1						      <
cointReg==0.2.0						      <
colordistance==1.1.1					      <
colourpicker==1.1.0					      |	colourpicker==1.0
colourvalues==0.3.6					      |	colourvalues==0.3.4
compareGroups==4.4.5					      |	compare==0.2-6
comprehenr==0.6.8					      |	compareGroups==4.4.1
conditionz==0.1.0					      |	condMVNorm==2020.1
conf.design==2.0.0					      <
conquer==1.0.2						      |	contextual==0.9.8.3
coreCT==1.3.2						      |	contrast==0.22
  						      >	coRanking==0.2.1
coronavirus==0.3.0					      |	coro==1.0.1
  						      >	coronavirus==0.1.0
correlation==0.5.0					      |	correlation==0.2.0
corrr==0.4.3						      |	corrr==0.4.2
countcolors==0.9.1					      |	COUNT==1.3.4
countrycode==1.2.0					      |	countrycode==1.1.2
COVID19==2.3.1						      <
cowplot==1.1.0						      |	covTestR==0.1.4
CPAT==0.1.0						      |	cowplot==1.0.0
cplm==0.7-9						      |	cpp11==0.2.6
cpp11==0.2.4						      |	crayon==1.4.1
cppRouting==2.0						      |	crosstalk==1.1.1
crayon==1.3.4						      |	crul==0.9.0
crosstalk==1.1.0.1					      |	csv==0.5.5
crul==1.0.0						      |	cubature==2.0.4
cSEM==0.3.0						      <
cubature==2.0.4.1					      <
cubelyr==1.0.1						      <
cutpointr==1.0.32					      <
cvms==1.2.0						      <
d3r==0.9.1						      |	d3r==0.8.7
dae==3.1-32						      |	DALEX==1.2.0
DALEX==2.0.1						      |	dapr==0.0.3
dashboard==0.1.0					      <
  						      >	DataExplorer==0.8.1
  						      >	dataMaid==1.4.0
  						      >	datapasta==3.1.0
  						      >	dataPreparation==0.4.3
data.table==1.13.2					      |	data.table==1.13.6
data.tree==1.0.0					      |	data.tree==0.7.11
  						      >	DataVisualizations==1.1.11
datetime==0.1.4						      |	DBI==1.1.1
DBI==1.1.0						      |	dbplyr==1.4.3
dbplyr==2.0.0						      <
DCCA==0.1.1						      |	dcurver==0.9.1
dcurver==0.9.2						      |	deaR==1.2.1
deepboost==0.1.6					      |	debugme==1.1.0
deflateBR==1.1.2					      |	Delaporte==7.0.2
Delaporte==7.0.5					      |	deldir==0.1-25
deldir==0.2-3						      |	deltaPlotR==1.6
dendextend==1.14.0					      |	dendextend==1.13.4
denstrip==1.5.4						      <
Deriv==4.1.1						      |	Deriv==4.0
DescTools==0.99.38					      |	DescTools==0.99.34
devEMF==4.0-2						      |	devtools==2.3.0
devtools==2.3.2						      <
dfidx==0.0-3						      <
diagram==1.6.5						      |	diagram==1.6.4
DiceKriging==1.5.8					      |	DiceKriging==1.5.6
diffobj==0.3.2						      |	diffobj==0.3.3
  						      >	difR==5.0
dimensionsR==0.0.2					      <
DIMORA==0.1.0						      <
directlabels==2020.6.17					      |	directlabels==2020.1.31
discreteRV==1.2.2					      |	discrim==0.0.2
dismo==1.3-3						      |	dismo==1.1-4
distances==0.1.8					      <
  						      >	distrEllipse==2.8.0
distributional==0.2.1					      <
distrom==1.0						      |	distrSim==2.8.0
dmm==2.1-6						      |	dlnm==2.3.9
DMwR==0.4.1						      |	dmm==2.1-5
doBy==4.6.8						      |	do==1.2.0.0
docopt==0.7.1						      |	doBy==4.6.5
DoE.base==1.1-5						      |	docopt==0.6.1
doFuture==0.10.0					      |	doFuture==0.9.0
doMC==1.3.7						      |	doMC==1.3.6
doParallel==1.0.16					      |	dominanceanalysis==1.3.0
  						      >	doParallel==1.0.15
downlit==0.2.1						      <
dplyr==1.0.2						      |	dplyr==1.0.4
drake==7.12.7						      <
drat==0.1.8						      <
DT==0.16						      |	DT==0.13
dtree==0.4.2						      <
dtw==1.22-3						      |	dtw==1.21-3
dunn.test==1.3.5					      <
dyn==0.2-9.6						      <
earth==5.3.0						      |	earth==5.1.2
easyalluvial==0.2.3					      <
easyr==0.5-2						      |	easyr==0.3-1
Ecdat==0.3-9						      |	Ecdat==0.3-7
Ecfun==0.2-4						      |	Ecfun==0.2-2
echarts4r==0.3.3					      |	echarts4r==0.2.3
ecodist==2.0.7						      |	economiccomplexity==1.0
ecospat==3.1						      |	edeaR==0.8.4
edgebundleR==0.1.4					      |	effects==4.1-4
editData==0.1.2					...
Read more

v33 - GPU

22 Feb 21:23
944af22
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Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/rstats:v33

== Comparing Rscript /tools/r_list_versions.R | sort ==
ald==1.2						      <
ANN2==2.3.3						      <
AppliedPredictiveModeling==1.1-7			      <
  						      >	autothresholdr==1.3.5
  						      >	bartCause==1.0-2
  						      >	BatchGetSymbols==2.5.7
  						      >	bcp==4.0.3
  						      >	benchmarkme==1.0.3
  						      >	benchmarkmeData==1.0.4
BETS==0.4.9						      <
  						      >	BiasedUrn==1.07
bigrquery==1.2.0					      |	bigrquery==1.3.2
  						      >	bipartite==2.15
birk==2.1.2						      <
  						      >	biwavelet==0.20.19
  						      >	BlakerCI==1.0-6
bnclassify==0.4.5					      <
  						      >	brms==2.12.0
broom==0.7.4						      |	broom==0.7.5
bst==0.3-17						      <
bupaR==0.4.3						      <
CaDENCE==1.2.5						      <
  						      >	caret==6.0-86
  						      >	changepoint==2.2.2
  						      >	ChannelAttribution==1.17
  						      >	COVID19==1.0.0
  						      >	cutpointr==1.0.2
  						      >	cvms==1.0.1
data.table==1.13.6					      |	data.table==1.14.0
  						      >	dbarts==0.9-17
debugme==1.1.0						      <
  						      >	dequer==2.0-1
  						      >	Devore7==0.7.6
  						      >	DMwR==0.4.1
  						      >	DMwR2==0.0.2
dummy==0.1.3						      <
edeaR==0.8.4						      <
eha==2.8.1						      |	EIAdata==0.0.5
  						      >	embed==0.0.6
eurostat==3.6.1						      <
eventdataR==0.2.0					      <
  						      >	filesstrings==3.1.5
FinTS==0.4-6						      |	fingerprint==3.5.7
ForeCA==0.2.4						      <
fpp==0.5						      <
  						      >	FreqProf==0.0.1
  						      >	FunCluster==1.09
fUnitRoots==3042.79					      <
GADMTools==3.8-1					      <
gains==1.2						      <
  						      >	gamm4==0.2-6
gargle==0.4.0						      |	gargle==0.5.0
  						      >	gdalUtils==2.0.3.2
GDAtools==1.4						      <
  						      >	gee==4.13-20
  						      >	geeM==0.10.1
  						      >	geepack==1.3-1
generalhoslem==1.3.4					      <
ggplot2movies==0.0.1					      <
  						      >	ggpmisc==0.3.4
ggswissmaps==0.1.1					      <
  						      >	ggupset==0.2.1
glmmLasso==1.5.1					      <
gmm==1.6-4						      <
gmt==2.0-1						      <
googledrive==1.0.0					      <
gpclib==1.5-6						      <
grf==1.1.0						      <
grnn==0.1.0						      <
  						      >	gym==0.1.0
hablar==0.3.0						      <
heatmap3==1.1.7						      <
  						      >	highcharter==0.7.0
  						      >	Holidays==1.0-7
IM==1.0							      |	ijtiff==2.0.5
  						      >	interp==1.0-33
  						      >	invgamma==1.1
  						      >	iotools==0.3-1
  						      >	iq==1.3
isotree==0.1.8						      <
itsadug==2.3						      <
JM==1.4-8						      <
JOUSBoost==2.1.0					      <
  						      >	kinship2==1.8.5
lifecycle==0.2.0					      |	lifecycle==1.0.0
listviewer==3.0.0					      <
  						      >	lmSupport==2.9.13
  						      >	lobstr==1.1.1
  						      >	logistf==1.23
  						      >	LowRankQP==1.0.4
  						      >	MCMCvis==0.14.0
  						      >	mediation==4.5.0
  						      >	memery==0.5.2
  						      >	MESS==0.5.6
mFilter==0.1-5						      <
  						      >	microsynth==2.0.13
mime==0.9						      |	mime==0.10
missRanger==2.1.0					      <
  						      >	modEvA==2.0
mp==0.4.1						      <
NatureSounds==1.0.3					      <
ncdump==0.0.3						      <
  						      >	neural==1.4.2.2
  						      >	NHANES==2.1.0
  						      >	nomogramFormula==1.2.0.0
  						      >	nowcasting==1.1.4
OpenML==1.10						      <
  						      >	ORCI==1.1
  						      >	ore==1.6.3
pa==1.2-1						      |	overlapping==1.6
  						      >	ParallelLogger==1.2.0
  						      >	ParBayesianOptimization==1.1.0
  						      >	pbs==1.1
pglm==0.2-2						      <
plotfunctions==1.3					      <
poLCA==1.4.1						      <
  						      >	PortfolioAnalytics==1.1.0
  						      >	PostcodesioR==0.1.1
PReMiuM==3.2.3						      <
prevR==3.4.1						      |	prevR==3.4.0
processanimateR==1.0.3					      <
processmapR==0.3.4					      <
  						      >	PropCIs==0.3-0
  						      >	psd==1.2.0
pso==1.0.3						      <
psy==1.1						      <
  						      >	Publish==2019.12.04
qqplotr==0.0.4						      <
R0==1.2-6						      <
  						      >	RandPro==0.2.0
rasterKernelEstimates==1.0.1				      <
rawKS==0.1.0						      <
Rcereal==1.2.1						      <
RcppThread==0.5.4					      |	RcppThread==1.0.0
  						      >	RCSF==1.0.2
REdaS==0.9.3						      |	refund==0.1-21
RefManageR==1.2.12					      <
reportROC==3.4						      <
  						      >	revgeo==0.15
rFerns==3.0.0						      |	Rfacebook==0.6.15
  						      >	rgeolocate==1.2.0
rmarkdown==2.6						      |	RLRsim==3.1-6
  						      >	rmarkdown==2.7
rsample==0.0.8						      |	rsample==0.0.9
  						      >	RSocrata==1.7.10-6
  						      >	rstanarm==2.19.3
RVerbalExpressions==0.1.0				      <
  						      >	sampler==0.2.4
sapa==2.0-2						      <
  						      >	sda==1.3.7
  						      >	seqinr==3.6-1
  						      >	shinyBS==0.61
  						      >	shinyLP==1.1.2
  						      >	shinystan==2.5.0
shinyTime==1.0.1					      <
showimage==1.0.0					      <
  						      >	sos==2.0-0
spacyr==1.2.1						      <
sparkline==2.0						      <
  						      >	SpecsVerification==0.5-3
  						      >	st==1.2.5
  						      >	strex==1.2.0
sur==1.0.2						      <
  						      >	taRifx==1.0.6.2
terra==0.5-8						      <
testthat==3.0.1						      |	testthat==3.0.2
  						      >	textmineR==3.0.4
  						      >	textrecipes==0.2.0
  						      >	tidyfst==0.9.5
tidylog==1.0.1						      <
tidymv==2.2.0						      <
tsfeatures==1.0.1					      <
  						      >	UBL==0.0.6
USAboundaries==0.3.1					      <
  						      >	wactor==0.0.1
waldo==0.2.3						      |	waldo==0.2.4
webdriver==1.0.5					      <
xfun==0.20						      |	xfun==0.21
  						      >	yarrr==0.1.5
== Comparing pip freeze ==
cffi==1.14.4						      |	cffi==1.14.5
ipykernel==5.4.3					      |	ipykernel==5.5.0
prompt-toolkit==3.0.14					      |	prompt-toolkit==3.0.16
Pygments==2.7.4						      |	Pygments==2.8.0
pyzmq==22.0.2						      |	pyzmq==22.0.3
tqdm==4.56.1						      |	tqdm==4.57.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libzstd-dev:amd64==1.3.8+dfsg-3				      |	libzstd-dev:amd64==1.3.8+dfsg-3+deb10u2
libzstd1:amd64==1.3.8+dfsg-3				      |	libzstd1:amd64==1.3.8+dfsg-3+deb10u2

v33 - CPU

22 Feb 21:23
944af22
Compare
Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/rstats:v33

== Comparing Rscript /tools/r_list_versions.R | sort ==
ald==1.2						      <
ANN2==2.3.3						      <
AppliedPredictiveModeling==1.1-7			      <
  						      >	autothresholdr==1.3.5
  						      >	bartCause==1.0-2
  						      >	BatchGetSymbols==2.5.7
  						      >	bcp==4.0.3
  						      >	benchmarkme==1.0.3
  						      >	benchmarkmeData==1.0.4
BETS==0.4.9						      <
  						      >	BiasedUrn==1.07
bigrquery==1.2.0					      |	bigrquery==1.3.2
  						      >	bipartite==2.15
birk==2.1.2						      <
  						      >	biwavelet==0.20.19
  						      >	BlakerCI==1.0-6
bnclassify==0.4.5					      <
  						      >	brms==2.12.0
broom==0.7.4						      |	broom==0.7.5
bst==0.3-17						      <
bupaR==0.4.3						      <
CaDENCE==1.2.5						      <
  						      >	caret==6.0-86
  						      >	changepoint==2.2.2
  						      >	ChannelAttribution==1.17
  						      >	COVID19==1.0.0
  						      >	cutpointr==1.0.2
  						      >	cvms==1.0.1
data.table==1.13.6					      |	data.table==1.14.0
  						      >	dbarts==0.9-17
debugme==1.1.0						      <
  						      >	dequer==2.0-1
  						      >	Devore7==0.7.6
  						      >	DMwR==0.4.1
  						      >	DMwR2==0.0.2
dummy==0.1.3						      <
edeaR==0.8.4						      <
eha==2.8.1						      |	EIAdata==0.0.5
  						      >	embed==0.0.6
eurostat==3.6.1						      <
eventdataR==0.2.0					      <
  						      >	filesstrings==3.1.5
FinTS==0.4-6						      |	fingerprint==3.5.7
ForeCA==0.2.4						      <
fpp==0.5						      <
  						      >	FreqProf==0.0.1
  						      >	FunCluster==1.09
fUnitRoots==3042.79					      <
GADMTools==3.8-1					      <
gains==1.2						      <
  						      >	gamm4==0.2-6
gargle==0.4.0						      |	gargle==0.5.0
  						      >	gdalUtils==2.0.3.2
GDAtools==1.4						      <
  						      >	gee==4.13-20
  						      >	geeM==0.10.1
  						      >	geepack==1.3-1
generalhoslem==1.3.4					      <
ggplot2movies==0.0.1					      <
  						      >	ggpmisc==0.3.4
ggswissmaps==0.1.1					      <
  						      >	ggupset==0.2.1
glmmLasso==1.5.1					      <
gmm==1.6-4						      <
gmt==2.0-1						      <
googledrive==1.0.0					      <
gpclib==1.5-6						      <
grf==1.1.0						      <
grnn==0.1.0						      <
  						      >	gym==0.1.0
hablar==0.3.0						      <
heatmap3==1.1.7						      <
  						      >	highcharter==0.7.0
  						      >	Holidays==1.0-7
IM==1.0							      |	ijtiff==2.0.5
  						      >	interp==1.0-33
  						      >	invgamma==1.1
  						      >	iotools==0.3-1
  						      >	iq==1.3
isotree==0.1.8						      <
itsadug==2.3						      <
JM==1.4-8						      <
JOUSBoost==2.1.0					      <
  						      >	kinship2==1.8.5
lifecycle==0.2.0					      |	lifecycle==1.0.0
listviewer==3.0.0					      <
  						      >	lmSupport==2.9.13
  						      >	lobstr==1.1.1
  						      >	logistf==1.23
  						      >	LowRankQP==1.0.4
  						      >	MCMCvis==0.14.0
  						      >	mediation==4.5.0
  						      >	memery==0.5.2
  						      >	MESS==0.5.6
mFilter==0.1-5						      <
  						      >	microsynth==2.0.13
mime==0.9						      |	mime==0.10
missRanger==2.1.0					      <
  						      >	modEvA==2.0
mp==0.4.1						      <
NatureSounds==1.0.3					      <
ncdump==0.0.3						      <
  						      >	neural==1.4.2.2
  						      >	NHANES==2.1.0
  						      >	nomogramFormula==1.2.0.0
  						      >	nowcasting==1.1.4
OpenML==1.10						      <
  						      >	ORCI==1.1
  						      >	ore==1.6.3
pa==1.2-1						      |	overlapping==1.6
  						      >	ParallelLogger==1.2.0
  						      >	ParBayesianOptimization==1.1.0
  						      >	pbs==1.1
pglm==0.2-2						      <
plotfunctions==1.3					      <
poLCA==1.4.1						      <
  						      >	PortfolioAnalytics==1.1.0
  						      >	PostcodesioR==0.1.1
PReMiuM==3.2.3						      <
prevR==3.4.1						      |	prevR==3.4.0
processanimateR==1.0.3					      <
processmapR==0.3.4					      <
  						      >	PropCIs==0.3-0
  						      >	psd==1.2.0
pso==1.0.3						      <
psy==1.1						      <
  						      >	Publish==2019.12.04
qqplotr==0.0.4						      <
R0==1.2-6						      <
  						      >	RandPro==0.2.0
rasterKernelEstimates==1.0.1				      <
rawKS==0.1.0						      <
Rcereal==1.2.1						      <
RcppThread==0.5.4					      |	RcppThread==1.0.0
  						      >	RCSF==1.0.2
REdaS==0.9.3						      |	refund==0.1-21
RefManageR==1.2.12					      <
reportROC==3.4						      <
  						      >	revgeo==0.15
rFerns==3.0.0						      |	Rfacebook==0.6.15
  						      >	rgeolocate==1.2.0
rmarkdown==2.6						      |	RLRsim==3.1-6
  						      >	rmarkdown==2.7
rsample==0.0.8						      |	rsample==0.0.9
  						      >	RSocrata==1.7.10-6
  						      >	rstanarm==2.19.3
RVerbalExpressions==0.1.0				      <
  						      >	sampler==0.2.4
sapa==2.0-2						      <
  						      >	sda==1.3.7
  						      >	seqinr==3.6-1
  						      >	shinyBS==0.61
  						      >	shinyLP==1.1.2
  						      >	shinystan==2.5.0
shinyTime==1.0.1					      <
showimage==1.0.0					      <
  						      >	sos==2.0-0
spacyr==1.2.1						      <
sparkline==2.0						      <
  						      >	SpecsVerification==0.5-3
  						      >	st==1.2.5
  						      >	strex==1.2.0
sur==1.0.2						      <
  						      >	taRifx==1.0.6.2
terra==0.5-8						      <
testthat==3.0.1						      |	testthat==3.0.2
  						      >	textmineR==3.0.4
  						      >	textrecipes==0.2.0
  						      >	tidyfst==0.9.5
tidylog==1.0.1						      <
tidymv==2.2.0						      <
tsfeatures==1.0.1					      <
  						      >	UBL==0.0.6
USAboundaries==0.3.1					      <
  						      >	wactor==0.0.1
waldo==0.2.3						      |	waldo==0.2.4
webdriver==1.0.5					      <
xfun==0.20						      |	xfun==0.21
  						      >	yarrr==0.1.5
== Comparing pip freeze ==
cffi==1.14.4						      |	cffi==1.14.5
ipykernel==5.4.3					      |	ipykernel==5.5.0
prompt-toolkit==3.0.14					      |	prompt-toolkit==3.0.16
Pygments==2.7.4						      |	Pygments==2.8.0
pyzmq==22.0.2						      |	pyzmq==22.0.3
tqdm==4.56.1						      |	tqdm==4.57.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libzstd-dev:amd64==1.3.8+dfsg-3				      |	libzstd-dev:amd64==1.3.8+dfsg-3+deb10u2
libzstd1:amd64==1.3.8+dfsg-3				      |	libzstd1:amd64==1.3.8+dfsg-3+deb10u2

v34 - CPU

15 Mar 20:46
944af22
Compare
Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/rstats:v34

== Comparing Rscript /tools/r_list_versions.R | sort ==
AID==2.5						      <
  						      >	ald==1.2
  						      >	AppliedPredictiveModeling==1.1-7
arulesSequences==0.2-24					      <
audio==0.1-7						      <
BallMapper==0.2.0					      |	Ball==1.3.9
bamlss==1.1-2						      <
  						      >	bayesAB==1.1.2
BCBCSF==1.0-1						      <
  						      >	bench==1.1.1
bigrquery==1.3.2					      |	bigrquery==1.2.0
  						      >	blockmodels==1.1.1
bootstrap==2019.6					      <
  						      >	breakDown==0.2.0
broomExtra==4.0.0					      <
broom.mixed==0.2.5					      <
  						      >	bst==0.3-17
  						      >	care==1.1.10
catboost==0.23.2					      <
CCP==1.1						      <
  						      >	CDM==7.5-15
  						      >	CGPfunctions==0.6.0
  						      >	ChainLadder==0.2.11
ChannelAttribution==1.17				      <
  						      >	clarkeTest==0.1.0
cli==2.3.0						      |	cli==2.3.1
clubSandwich==0.4.2					      <
ClusterR==1.2.1						      <
clusteval==0.1						      <
  						      >	cmm==0.12
  						      >	colordistance==1.1.0
compare==0.2-6						      <
compareGroups==4.4.1					      <
condMVNorm==2020.1					      <
coronavirus==0.1.0					      <
correlation==0.2.0					      <
  						      >	countcolors==0.9.1
  						      >	cplm==0.7-8
csv==0.5.5						      <
cutpointr==1.0.2					      <
  						      >	cwhmisc==6.6
  						      >	DALEXtra==0.2.1
  						      >	DAMisc==1.5.4
  						      >	datarium==0.1.0
  						      >	datasauRus==0.1.4
data.tree==0.7.11					      <
desc==1.2.0						      |	desc==1.3.0
dgof==1.2						      |	dfexplore==0.2.1
  						      >	dHSIC==2.1
dominanceanalysis==1.3.0				      <
dplyr==1.0.4						      |	dplyr==1.0.5
  						      >	dummy==0.1.3
  						      >	dunn.test==1.3.5
  						      >	dynamicTreeCut==1.63-1
  						      >	dynlm==0.3-6
echarts4r==0.2.3					      <
embed==0.0.6						      <
  						      >	emdist==0.3-1
  						      >	epiR==1.0-14
  						      >	ergm==3.10.4
  						      >	ExPosition==2.8.23
ez==4.4-0						      <
  						      >	fANCOVA==0.5-1
farver==2.0.3						      |	farver==2.1.0
fastGHQuad==1.0						      <
  						      >	fDMA==2.2.5
fdth==1.2-5						      <
ff==2.2-14.2						      <
ffbase==0.12.8						      <
fftwtools==0.9-9					      |	fftwtools==0.9-11
  						      >	FinTS==0.4-6
fivethirtyeight==0.5.0					      <
  						      >	flair==0.0.2
forecast==8.13						      |	ForeCA==0.2.4
  						      >	forecast==8.14
  						      >	ForecastComb==1.3.1
forestplot==1.9						      |	forestmangr==0.9.2
formatR==1.7						      |	formatR==1.8
fpp2==2.3						      |	fpp==0.5
  						      >	freqdist==0.1
  						      >	FSA==0.8.30
  						      >	FSelectorRcpp==0.3.3
  						      >	fUnitRoots==3042.79
gamboostLSS==2.0-1.1					      <
  						      >	gamlr==1.13-5
gargle==0.5.0						      |	gargle==0.4.0
  						      >	geiger==2.0.6.4
  						      >	gets==0.22
  						      >	ggplot2movies==0.0.1
  						      >	ggRandomForests==2.0.1
ggsn==0.5.0						      <
ggstatsplot==0.4.0					      <
ggVennDiagram==0.3					      <
glassoFast==1.0						      |	glm2==1.2.1
  						      >	glmnetUtils==1.1.5
Gmedian==1.2.5						      <
  						      >	googledrive==1.0.0
  						      >	googlesheets4==0.1.1
  						      >	gpclib==1.5-6
gProfileR==0.7.0					      <
grImport==0.9-3						      <
grImport2==0.2-0					      <
groupedstats==0.2.2					      <
gtsummary==1.3.0					      <
h2o4gpu==0.2.0						      <
haplo.stats==1.7.9					      <
HardyWeinberg==1.6.3					      <
  						      >	hellno==0.0.1
histogram==0.0-25					      <
  						      >	hnp==1.2-6
HTLR==0.4-2						      |	HSAUR2==1.1-17
  						      >	htmltab==0.7.1.1
  						      >	IC2==1.0-1
  						      >	ICS==1.3-1
  						      >	ICSNP==1.1-1
imager==0.42.3						      |	imager==0.42.7
  						      >	imagine==1.5.3
iml==0.10.0						      <
insuranceData==1.0					      <
interp==1.0-33						      <
  						      >	intsvy==2.4
ipmisc==2.0.0						      <
isoband==0.2.3						      |	isoband==0.2.4
  						      >	isotone==1.1-0
jmv==1.2.5						      <
KRMM==1.0						      <
  						      >	L1pack==0.38.19
languageR==1.5.0					      <
learnr==0.10.1						      <
  						      >	lfda==1.1.3
lift==0.0.2						      |	liger==1.0
lmPerm==2.1.0						      <
LogicReg==1.6.2						      <
lordif==0.3-3						      <
  						      >	lpdensity==1.0
lsmeans==2.30-0						      <
  						      >	MBCluster.Seq==1.0
mcbiopi==1.1.6						      |	mccr==0.4.4
Mcomp==2.8						      <
metaBMA==0.6.2						      <
metafor==2.4-0						      <
metaplus==0.7-11					      <
mfGARCH==0.1.9						      <
  						      >	mipfp==3.2.1
  						      >	missRanger==2.1.0
  						      >	mlmRev==1.0-8
mltest==1.0.1						      <
  						      >	modelStudio==1.0.2
  						      >	modelsummary==0.2.0
msigdbr==7.0.1						      |	mRMRe==2.1.0
  						      >	MSwM==1.4
  						      >	mtsdi==0.3.5
  						      >	multitaper==1.0-14
  						      >	MVA==1.0-6
  						      >	mvnfast==0.2.5
  						      >	NatureSounds==1.0.3
  						      >	ncbit==2013.03.29
ncmeta==0.2.0						      <
NCmisc==1.1.6						      <
neural==1.4.2.2						      <
nhanesA==0.6.5						      <
nor1mix==1.3-0						      <
normtest==1.1						      <
np==0.60-10						      <
numbers==0.7-5						      <
ompr==0.8.0						      <
  						      >	optCluster==1.3.0
  						      >	optiscale==1.2
orcutt==2.3						      <
pairwiseComparisons==0.3.0				      |	pageviews==0.3.0
panelr==0.7.2						      <
papeR==1.0-4						      <
  						      >	PASWR==1.1
pcse==1.9.1.1						      <
pgirmess==1.6.9						      <
  						      >	phonTools==0.2-2.1
pillar==1.4.7						      |	pillar==1.5.1
pkgload==1.1.0						      |	pkgload==1.2.0
plsdepot==0.1.17					      <
  						      >	poLCA==1.4.1
  						      >	polysat==1.7-4
  						      >	pool==0.1.4.3
  						      >	powerAnalysis==0.2.1
  						      >	PReMiuM==3.2.3
  						      >	prettyGraphs==2.1.6
  						      >	prettyR==2.2-3
proftools==0.99-2					      |	profmem==0.5.0
projpred==1.1.6						      <
ps==1.5.0						      |	ps==1.6.0
psd==1.2.0						      <
  						      >	ptw==1.9-15
  						      >	pzfx==0.2.0
qicharts2==0.6.1					      <
qs==0.23.6						      |	qs==0.24.1
randomForestExplainer==0.10.0				      <
  						      >	RankAggreg==0.6.5
R.cache==0.14.0						      <
rCAT==0.1.5						      <
RcppArmadillo==0.10.2.1.0				      |	RcppArmadillo==0.10.2.2.0
RcppParallel==5.0.2					      |	RcppParallel==5.0.3
  						      >	rddensity==1.0
  						      >	rdrobust==0.99.7
  						      >	RDS==0.9-2
ReacTran==1.4.3.1					      <
reader==1.0.6						      <
readODS==1.6.7						      <
  						      >	RedditExtractoR==2.1.5
renv==0.9.3						      <
rfUtilities==2.1-5					      <
rgenoud==5.8-3.0					      <
RGraphics==3.0-1					      <
riv==2.0-5						      |	rje==1.10.15
Rlof==1.1.1						      <
RNetCDF==2.1-1						      <
  						      >	rnn==0.9.8
  						      >	Rnumerai==2.1
ROCnReg==1.0						      <
ROI==0.3-3						      <
RoughSets==1.3-7					      <
  						      >	rpostgis==1.4.3
rsvd==1.0.3						      <
  						      >	ruimtehol==0.2.3
runner==0.3.5						      |	ruta==1.1.0
  						      >	Rvcg==0.19.1
  						      >	sapa==2.0-2
  						      >	sciplot==1.2-0
sda==1.3.7						      <
  						      >	seismicRoll==1.1.3
  						      >	seleniumPipes==0.3.7
sendmailR==1.2-1					      <
  						      >	servr==0.16
  						      >	shipunov==1.7
  						      >	sigmoid==0.3.0
  						      >	simstudy==0.1.16
  						      >	sn==1.6-1
SNPassoc==1.9-2						      <
  						      >	spacyr==1.2.1
spBayes==0.4-3						      <
spectralGraphTopology==0.2.0				      <
  						      >	spind==2.2.0
SportsAnalytics==0.2					      <
st==1.2.5						      <
statsExpressions==0.4.1					      <
statsr==0.1-0						      <
stringfish==0.14.2					      |	stringfish==0.15.0
styler==1.3.2						      |	subplex==1.6
SuperLearner==2.0-26					      <
  						      >	synthpop==1.5-1
table1==1.2						      |	TAM==3.4-26
tableone==0.11.1					      <
taRifx==1.0.6.2						      <
TDAmapper==1.0						      <
textfeatures==0.3.3					      <
textrecipes==0.2.0					      <
tfse==0.5.0						      <
tibble==3.0.6						      |	tibble==3.1.0
tidyBF==0.2.0						      <
tidyfst==0.9.5						      <
tidync==0.2.3						      |	tidypredict==0.4.5
tidyr==1.1.2						      |	tidyr==1.1.3
tiff==0.1-6						      |	tiff==0.1-7
tinytex==0.29						      |	tinytex==0.30
trajr==1.3.0						      <
  						      >	trust==0.1-8
tsfknn==0.3.0						      |	tsfeatures==1.0.1
tswge==1.0.0						      <
tune==0.1.2						      |	tune==0.1.3
unikn==0.2.0						      |	units==0.7-0
units==0.6-7						      <
UScensus2000cdp==0.03					      <
utf8==1.1.4						      |	utf8==1.2.1
varbvs==2.5-16						      <
varrank==0.3						      <
  						      >	vembedr==0.1.3
versions==0.3						      <
  						      >	vwr==0.3.0
waldo==0.2.4						      |	waldo==0.2.5
wildcard==1.1.0						      |	wikipediatrend==2.1.4
workflows==0.2.1					      |	workflows==0.2.2
WRS2==1.0-0						      <
xfun==0.21						      |	xfun==0.22
xkcd==0.0.6						      <
zoo==1.8-8						      |	zoo==1.8-9
== Comparing pip freeze ==
defusedxml==0.6.0					      |	defusedxml==0.7.1
importlib-metadata==3.4.0				      |	importlib-metadata==3.7.3
ipython==7.20.0						      |	ipython==7.21.0
jupyter-client==6.1.11					      |	jupyter-client==6.1.12
nbclient==0.5.2						      |	nbclient==0.5.3
papermill==2.3.2					      |	papermill==2.3.3
prompt-toolkit==3.0.16					      |	prompt-toolkit==3.0.17
Pygments==2.8.0						      |	Pygments==2.8.1
tenacity==6.3.1						      |	tenacity==7.0.0
tqdm==4.57.0						      |	tqdm==4.59.0
zipp==3.4.0						      |	zipp==3.4.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libnode-dev:amd64==10.23.1~dfsg-1~deb10u1		      |	libnode-dev:amd64==10.24.0~dfsg-1~deb10u1
libnode64:amd64==10.23.1~dfsg-1~deb10u1			      |	libnode64:amd64==10.24.0~dfsg-1~deb10u1
libtiff-dev:amd64==4.1.0+git191...
Read more

v31 - GPU

04 Dec 15:06
ffd7c60
Compare
Choose a tag to compare

[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...
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v31 - CPU

04 Dec 15:06
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[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/rstats:v31

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	aCRM==0.1.1
  						      >	adehabitatHR==0.4.18
  						      >	adehabitatLT==0.3.25
  						      >	adehabitatMA==0.3.14
akmeans==1.1						      <
  						      >	ANN2==2.3.4
  						      >	apaTables==2.0.5
  						      >	apexcharter==0.1.8
AppliedPredictiveModeling==1.1-7			      <
  						      >	arfima==1.7-0
ARTool==0.10.8						      <
  						      >	arulesSequences==0.2-25
  						      >	aspace==3.2
  						      >	assertive==0.3-6
  						      >	assertive.base==0.0-7
  						      >	assertive.code==0.0-3
  						      >	assertive.data==0.0-3
  						      >	assertive.data.uk==0.0-2
  						      >	assertive.data.us==0.0-2
  						      >	assertive.datetimes==0.0-3
  						      >	assertive.files==0.0-2
  						      >	assertive.matrices==0.0-2
  						      >	assertive.models==0.0-2
  						      >	assertive.numbers==0.0-2
  						      >	assertive.properties==0.0-4
  						      >	assertive.reflection==0.0-5
  						      >	assertive.sets==0.0-3
  						      >	assertive.strings==0.0-3
  						      >	assertive.types==0.0-3
  						      >	baguette==0.1.0
BatchGetSymbols==2.5.7					      <
bayfoxr==0.0.1						      <
  						      >	Benchmarking==0.29
  						      >	biganalytics==1.1.21
biglm==0.9-2						      |	biglm==0.9-2.1
bigsplines==1.1-1					      <
  						      >	binman==0.1.2
  						      >	binr==1.1
  						      >	biomod2==3.4.6
  						      >	bipartite==2.15
  						      >	birankr==1.0.1
blavaan==0.3-12						      <
blockmatrix==1.0					      <
BNN==1.0.2						      <
boostmtree==1.4.1					      <
  						      >	brainGraph==3.0.0
  						      >	brant==0.3-0
brnn==0.8						      <
bst==0.3-23						      <
  						      >	butcher==0.1.2
calibrate==1.7.7					      <
  						      >	carat==1.4
  						      >	care==1.1.10
caschrono==2.2						      |	cat==0.0-6.5
cellWise==2.2.1						      |	cellWise==2.2.3
  						      >	CGPfunctions==0.6.3
  						      >	ChannelAttribution==2.0.2
circular==0.4-93					      <
classifierplots==1.4.0					      <
cleaner==1.5.0						      |	cleaner==1.5.1
cli==2.1.0						      |	cli==2.2.0
  						      >	clime==0.4.1
clue==0.3-57						      |	clue==0.3-58
clusterGeneration==1.3.5				      |	clusterGeneration==1.3.6
  						      >	ClustVarLV==2.0.1
collapsibleTree==0.1.7					      <
  						      >	colorRamps==2.3
compareDF==2.3.0					      <
complexplus==2.1					      <
CompQuadForm==1.4.3					      <
CondIndTests==0.1.5					      |	conditionz==0.1.0
  						      >	coronavirus==0.3.0
correlation==0.4.0					      |	correlation==0.5.0
corrr==0.4.2						      |	corrr==0.4.3
COUNT==1.3.4						      <
  						      >	CPAT==0.1.0
cubelyr==1.0.0						      |	cubelyr==1.0.1
  						      >	cutpointr==1.0.32
d3r==0.9.0						      |	d3r==0.9.1
  						      >	dae==3.1-32
dapr==0.0.3						      <
ddalpha==1.3.11						      <
dendroTools==1.0.9					      <
  						      >	devEMF==4.0-2
dHSIC==2.1						      |	dgof==1.2
dismo==1.3-2						      |	discreteRV==1.2.2
  						      >	dismo==1.3-3
  						      >	dmm==2.1-6
  						      >	easyalluvial==0.2.3
  						      >	easycsv==1.0.8
  						      >	easypackages==0.1.0
edgar==2.0.3						      |	ecospat==3.1
eegkitdata==1.0						      |	edgebundleR==0.1.4
  						      >	editData==0.1.2
elo==2.1.1						      <
  						      >	EMD==1.5.8
emojifont==0.5.3					      <
  						      >	ENMeval==0.3.1
ergm==3.11.0						      <
estimatr==0.26.0					      <
exactextractr==0.5.0					      |	exactextractr==0.5.1
  						      >	exams==2.3-6
ExPosition==2.8.23					      <
  						      >	FactoInvestigate==1.6
fairness==1.1.1						      |	FAdist==2.3
  						      >	fairness==1.2.0
farff==1.1						      |	faraway==1.0.7
fastDummies==1.6.2					      |	fastclime==1.4.1
  						      >	fastDummies==1.6.3
  						      >	fasterize==1.0.3
fastmatrix==0.2-3571					      |	fastmatrix==0.3
fda==5.1.5.1						      |	fda==5.1.7
  						      >	fds==1.8
  						      >	filehash==2.4-2
flextable==0.5.11					      |	flextable==0.6.0
fossil==0.4.0						      <
fpp2==2.4						      <
fpp3==0.3						      <
freqdom==2.0.1						      <
  						      >	fuzzyforest==1.0.8
  						      >	GADMTools==3.8-1
gbutils==0.4-0						      <
  						      >	gdistance==1.3-6
  						      >	gee==4.13-20
geigen==2.3						      <
  						      >	GENEAread==2.0.9
  						      >	geoaxe==0.1.0
  						      >	geojsonR==1.0.8
geometries==0.1.0					      |	geometries==0.2.0
geonames==0.999						      <
ggeffects==0.16.0					      |	ggeffects==1.0.0
ggmcmc==1.5.0						      <
ggplotlyExtra==0.0.1					      <
gh==1.1.0						      |	gh==1.2.0
  						      >	gitcreds==0.1.0
  						      >	glassoFast==1.0
  						      >	glmmML==1.1.1
globals==0.13.1						      |	globals==0.14.0
  						      >	googleAnalyticsR==0.8.0
googleComputeEngineR==0.3.0				      <
gplots==3.1.0						      |	gplots==3.1.1
greybox==0.6.3						      |	greybox==0.6.4
gridtext==0.1.1						      |	gridtext==0.1.3
groupedstats==1.0.2					      |	groupedstats==2.0.0
  						      >	grplasso==0.4-7
GSODR==2.1.2						      <
gsw==1.0-5						      <
  						      >	gWidgets2==1.0-8
hapassoc==1.2-8						      <
hdi==0.1-7						      <
  						      >	hdrcde==3.3
  						      >	HDtest==2.1
heatmap.plus==1.3					      |	HelpersMG==4.3
  						      >	hildareadR==0.1.0
histogram==0.0-25					      |	hmeasure==1.0-2
Hmisc==4.4-1						      |	Hmisc==4.4-2
  						      >	httpcache==1.1.0
ifultools==2.0-5					      |	ifultools==2.0-19
IM==1.0							      <
imfr==0.1.9.1						      <
IncDTW==1.1.4.2						      <
inline==0.3.16						      |	inline==0.3.17
insight==0.10.0						      |	insight==0.11.0
InvariantCausalPrediction==0.8				      <
isdparser==0.4.0					      <
isoband==0.2.2						      |	isoband==0.2.3
ISOweek==0.6-2						      <
  						      >	kde1d==1.0.3
  						      >	kernelFactory==0.3.0
  						      >	kmed==0.3.0
  						      >	L1pack==0.38.196
latex2exp==0.4.0					      <
  						      >	LDAvis==0.3.2
  						      >	leafem==0.1.3
  						      >	leaflet.extras==1.0.0
  						      >	leafpm==0.1.0
  						      >	lfda==1.1.3
lightgbm==2.3.1						      |	lightgbm==3.1.0
  						      >	lindia==0.9
  						      >	lisrelToR==0.1.4
lme4==1.1-25						      |	lme4==1.1-26
longmemo==1.1-2						      <
LongMemoryTS==0.1.0					      <
magrittr==1.5						      |	magrittr==2.0.1
  						      >	makedummies==1.2.1
  						      >	mapedit==0.6.0
  						      >	mapview==2.9.0
  						      >	MAT==2.2
MatchIt==4.0.0						      |	MatchIt==4.0.1
maxLik==1.4-4						      |	maxLik==1.4-6
  						      >	maxnet==0.1.2
MBCluster.Seq==1.0					      <
mclust==5.4.6						      |	mccr==0.4.4
  						      >	mclust==5.4.7
mediation==4.5.0					      <
memisc==0.99.27.2					      |	memisc==0.99.27.3
  						      >	miniCRAN==0.2.14
miraculix==0.9.20					      |	mipred==0.0.1
  						      >	missMDA==1.17
  						      >	MixSim==1.1-3
mize==0.2.4						      <
mlflow==1.12.0						      |	mlflow==1.12.1
  						      >	mlmRev==1.0-8
MLPUGS==0.2.0						      <
mlr3data==0.2.1						      <
mlr3db==0.2.0						      <
mlr3misc==0.5.0						      |	mlr3misc==0.6.0
mlr3verse==0.1.3					      <
  						      >	mmap==0.6-19
modelplotr==1.1.0					      <
  						      >	moderndive==0.5.0
mongolite==2.2.0					      |	mongolite==2.2.1
  						      >	MonteCarlo==1.0.6
  						      >	MSwM==1.4
  						      >	multiApply==2.1.1
  						      >	multilevel==2.6
  						      >	mvnfast==0.2.5.1
mvtsplot==1.0-1						      <
  						      >	nadiv==2.16.2.0
NatureSounds==1.0.3					      <
  						      >	nbconvertR==1.3.2
nodeHarvest==0.7-3					      |	nor1mix==1.3-0
nonnest2==0.5-5						      <
oce==1.2-0						      |	oai==0.3.0
okcupiddata==0.1.0					      <
openair==2.7-6						      |	openair==2.8-0
  						      >	OpenMx==2.18.1
optCluster==1.3.0					      <
  						      >	optiRum==0.40.1
  						      >	pa==1.2-1
parameters==0.9.0					      |	parallelSVM==0.1-9
  						      >	parameters==0.10.0
  						      >	params==0.6.1
pbs==1.1						      <
performance==0.5.1					      |	performance==0.6.0
  						      >	performanceEstimation==1.1.0
phonTools==0.2-2.1					      <
  						      >	picante==1.8.2
pillar==1.4.6						      |	pillar==1.4.7
  						      >	pins==0.4.4
plsgenomics==1.5-2					      <
pmml==2.3.1						      <
polyCub==0.7.1						      <
  						      >	pps==0.94
prcr==0.2.1						      <
  						      >	PresenceAbsence==1.1.9
prettyGraphs==2.1.6					      <
  						      >	prettyR==2.2-3
processx==3.4.4						      |	processx==3.4.5
  						      >	propagate==1.0-6
  						      >	protolite==2.1
  						      >	psycho==0.5.0
  						      >	psychometric==2.2
psymonitor==0.0.2					      |	Publish==2020.11.30
Publish==2020.10.27					      <
qs==0.23.3						      |	qs==0.23.4
Qtools==1.5.2						      |	Qtools==1.5.3
  						      >	qualtRics==3.1.3
questionr==0.7.3					      |	questionr==0.7.4
R2OpenBUGS==3.2-3.2.1					      <
  						      >	rainbow==3.6
  						      >	ralger==2.2.0
  						      >	randomNames==1.4-0.0
  						      >	randtoolbox==1.30.1
RankAggreg==0.6.6					      <
rbibutils==1.4						      |	rbenchmark==1.0.0
  						      >	rbibutils==2.0
  						      >	rbison==1.0.0
  						      >	Rborist==0.2-3
RcppArmadillo==0.10.1.0.0				      |	RcppArmadillo==0.10.1.2.0
  						      >	RDocumentation==0.8.2
  						      >	ReacTran==1.4.3.1
  						      >	rebird==1.1.0
refund==0.1-22						      <
regressoR==1.1.9					      |	regsem==1.6.2
  						      >	revgeo==0.15
  						      >	rFerns==4.0.0
  						      >	rgbif==3.4.0
rgenoud==5.8-3.0					      <
  						      >	rhandsontable==0.3.7
riem==0.1.1						      |	ridigbio==0.3.5
riskParityPortfolio==0.2.1				      |	RiskPortfolios==2.1.4
rlang==0.4.8						      |	rlang==0.4.9
  						      >	rlas==1.3.7
  						      >	rlecuyer==0.3-5
Rlof==1.1.2						      |	RMariaDB==1.0.10
RLRsim==3.1-6						      <
rmdformats==0.3.7					      |	rmdformats==1.0.0
RMediation==1.1.4					      |	rmeta==3.0
rms==6.0-1		...
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v30 - CPU

17 Nov 01:31
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[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/rstats:v30

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	abc==2.1
  						      >	abc.data==1.0
ade4==1.7-15						      |	ade4==1.7-16
  						      >	admisc==0.11
  						      >	AICcmodavg==2.3-1
  						      >	ald==1.2
anomalize==0.2.1					      |	anocva==0.1.1
  						      >	anomalize==0.2.2
  						      >	aphid==1.3.3
  						      >	aricode==1.0.0
arrow==1.0.1						      <
ARTool==0.10.7						      |	ARTool==0.10.8
assertive==0.3-6					      <
assertive.base==0.0-7					      <
assertive.code==0.0-3					      <
assertive.data==0.0-3					      <
assertive.data.uk==0.0-2				      <
assertive.data.us==0.0-2				      <
assertive.datetimes==0.0-3				      <
assertive.files==0.0-2					      <
assertive.matrices==0.0-2				      <
assertive.models==0.0-2					      <
assertive.numbers==0.0-2				      <
assertive.properties==0.0-4				      <
assertive.reflection==0.0-5				      <
assertive.sets==0.0-3					      <
assertive.strings==0.0-3				      <
assertive.types==0.0-3					      <
backports==1.1.10					      |	backports==1.2.0
  						      >	BallMapper==0.2.0
  						      >	base64url==1.4
bayestestR==0.7.2					      |	bayestestR==0.7.5
  						      >	beanplot==1.2
  						      >	betareg==3.1-3
  						      >	bibliometrix==3.0.3
bigparallelr==0.2.5					      |	bigparallelr==0.3.0
bigstatsr==1.2.3					      |	bigsplines==1.1-1
  						      >	bigstatsr==1.3.1
  						      >	bindata==0.9-19
binman==0.1.2						      <
blavaan==0.3-10						      |	biwavelet==0.20.19
  						      >	blavaan==0.3-12
BMTME==1.0.19						      <
  						      >	bodenmiller==0.1
  						      >	bookdown==0.21
BradleyTerry2==1.1-2					      <
brglm==0.7.1						      |	brglm2==0.7.0
brglm2==0.6.2						      <
brms==2.14.0						      |	brms==2.14.4
broom==0.7.1						      |	broom==0.7.2
  						      >	broomExtra==4.1.0
bst==0.3-21						      |	BSDA==1.2.0
  						      >	bst==0.3-23
BTYD==2.4						      |	bvarsv==1.1
  						      >	BWStest==0.2.2
CaDENCE==1.2.5						      <
care==1.1.10						      <
  						      >	cartography==2.4.2
cat==0.0-6.5						      <
cattonum==0.0.5						      <
cdata==1.1.8						      |	cdata==1.1.9
  						      >	cellWise==2.2.1
  						      >	centiserve==1.0.0
circlize==0.4.10					      |	CINNA==1.1.53
  						      >	circlize==0.4.11
  						      >	ciTools==0.6.1
  						      >	cld2==1.2
  						      >	cleanNLP==3.0.3
  						      >	clusterCrit==1.2.8
clustMixType==0.2-5					      |	clustMixType==0.2-9
cobs==1.3-4						      <
  						      >	coinmarketcapr==0.3.2
  						      >	cointReg==0.2.0
colordistance==1.1.0					      |	colordistance==1.1.1
colorRamps==2.3						      |	colorspace==2.0-0
colorspace==1.4-1					      <
colourvalues==0.3.5					      |	colourvalues==0.3.6
compositions==2.0-0					      <
  						      >	comprehenr==0.6.8
cplm==0.7-8						      |	cplm==0.7-9
cpp11==0.2.3						      |	cpp11==0.2.4
  						      >	cppRouting==2.0
crfsuite==0.3.4						      <
  						      >	cSEM==0.3.0
cvms==1.1.0						      |	cvms==1.2.0
  						      >	CVST==0.2-2
DALEX==2.0						      |	DALEX==2.0.1
  						      >	dashboard==0.1.0
DataExplorer==0.8.1					      |	dataQualityR==1.0
dataPreparation==0.4.3					      |	data.table==1.13.2
datarobot==2.17.1					      <
datasauRus==0.1.4					      <
data.table==1.13.0					      <
  						      >	datetime==0.1.4
dbmss==2.7-1						      |	dbplyr==2.0.0
dbplyr==1.4.4						      <
dcurver==0.9.1						      |	DCCA==0.1.1
  						      >	dcurver==0.9.2
Delaporte==7.0.3					      |	deepboost==0.1.6
deldir==0.1-29						      |	deflateBR==1.1.2
demography==1.22					      |	Delaporte==7.0.5
  						      >	deldir==0.2-3
dendroTools==1.0.7					      |	dendroTools==1.0.9
  						      >	denstrip==1.5.4
Deriv==4.1.0						      |	depmixS4==1.4-2
  						      >	Deriv==4.1.1
DiceKriging==1.5.6					      |	DiceKriging==1.5.8
digest==0.6.25						      |	diffobj==0.3.2
  						      >	digest==0.6.27
  						      >	dimensionsR==0.0.2
  						      >	DIMORA==0.1.0
  						      >	dimRed==0.2.3
dismo==1.1-4						      |	dismo==1.3-2
  						      >	distances==0.1.8
do==1.5.0.0						      |	doBy==4.6.8
doBy==4.6.7						      <
doMC==1.3.6						      |	doMC==1.3.7
doParallel==1.0.15					      |	doParallel==1.0.16
doSNOW==1.0.18						      |	doSNOW==1.0.19
downlit==0.2.0						      |	downlit==0.2.1
  						      >	drake==7.12.7
  						      >	DRR==0.0.4
  						      >	dummy==0.1.3
  						      >	DunnettTests==2.0
  						      >	dunn.test==1.3.5
  						      >	dyn==0.2-9.6
easyalluvial==0.2.3					      |	easyr==0.5-2
Ecdat==0.3-7						      |	Ecdat==0.3-9
Ecfun==0.2-2						      |	Ecfun==0.2-4
echarts4r==0.3.2					      |	echarts4r==0.3.3
ecp==3.1.2						      |	edgar==2.0.3
  						      >	eegkitdata==1.0
effectsize==0.3.3					      |	effectsize==0.4.0
embed==0.1.1						      |	embed==0.1.3
emmeans==1.5.1						      |	emmeans==1.5.2-1
EnvStats==2.3.1						      |	EnvStats==2.4.0
Epi==2.41						      |	Epi==2.42
  						      >	eRm==1.0-1
  						      >	esquisse==0.3.1
exactextractr==0.4.0					      |	exactextractr==0.5.0
ExpDes==1.2.0						      |	ExPanDaR==0.5.1
expss==0.10.6						      |	expss==0.10.7
  						      >	ez==4.4-0
faraway==1.0.7						      <
fastcluster==1.1.25					      <
  						      >	fastGHQuad==1.0
  						      >	fastshap==0.0.5
  						      >	fdth==1.2-5
  						      >	filelock==1.0.2
  						      >	finalfit==1.0.2
  						      >	fingerprint==3.5.7
  						      >	fit.models==0.64
  						      >	fivethirtyeight==0.6.1
  						      >	FKF==0.1.7
  						      >	flexsurv==1.1.1
  						      >	FOCI==0.1.2
foreach==1.5.0						      |	foreach==1.5.1
  						      >	forecastML==0.9.0
Formula==1.2-3						      |	Formula==1.2-4
  						      >	FSA==0.8.31
ftsa==5.9						      |	FunCluster==1.09
furrr==0.2.0						      |	furrr==0.2.1
future==1.19.1						      |	future==1.20.1
  						      >	FuzzyR==2.3
  						      >	fxtract==0.9.4
  						      >	gains==1.2
  						      >	gameofthrones==1.0.2
  						      >	gbutils==0.4-0
  						      >	gcookbook==2.0
  						      >	GDAtools==1.5
generics==0.0.2						      |	generics==0.1.0
  						      >	geniusr==1.2.0
geodist==0.0.4						      |	geodist==0.0.6
  						      >	geohashTools==0.3.1
gganimate==1.0.6					      |	gganimate==1.0.7
ggdist==2.2.0						      |	ggdist==2.3.0
  						      >	ggparallel==0.2.0
ggpmisc==0.3.6						      |	ggpmisc==0.3.7
ggraph==2.0.3						      |	ggraph==2.0.4
  						      >	ggvoronoi==0.8.3
  						      >	gistr==0.9.0
githubinstall==0.2.2					      <
  						      >	glcm==1.6.5
glmmLasso==1.5.1					      <
glmnetUtils==1.1.6					      |	glmx==0.1-1
  						      >	gmm==1.6-5
gmt==2.0-1						      <
googlePolylines==0.7.2					      |	googlePolylines==0.8.1
googleVis==0.6.6					      |	googleVis==0.6.9
graphicalVAR==0.2.3					      |	graphframes==0.1.2
graphlayouts==0.7.0					      |	graphicalVAR==0.2.4
greta==0.3.1						      |	graphlayouts==0.7.1
greybox==0.6.2						      |	greybox==0.6.3
  						      >	grf==1.2.0
growth==1.1.1						      |	groupedstats==1.0.2
  						      >	gtsummary==1.3.5
h2o==3.30.1.3						      |	h2o==3.32.0.1
haplo.stats==1.8.5					      |	haplo.stats==1.8.6
hardhat==0.1.4						      |	hardhat==0.1.5
  						      >	harrypotter==2.1.1
hashFunction==1.0					      <
  						      >	hchinamap==0.1.0
  						      >	hdf5r==1.3.3
hdrcde==3.3						      <
HelpersMG==4.3						      |	heplots==1.3-7
heplots==1.3-5						      |	here==1.0.0
here==0.1						      <
  						      >	highfrequency==0.7.0.1
  						      >	HMM==1.0
  						      >	hnp==1.2-6
  						      >	HRW==1.0-3
huxtable==5.1.0						      |	huxtable==5.1.1
  						      >	hydroGOF==0.4-0
  						      >	hydroTSM==0.6-0
  						      >	ica==1.0-2
IDPmisc==1.1.20						      <
  						      >	impimp==0.3.1
  						      >	imptree==0.5.1
incidence==1.7.2					      |	incidence==1.7.3
insight==0.9.6						      |	insight==0.10.0
  						      >	IntegratedMRF==1.1.9
  						      >	intrinsicDimension==1.2.0
  						      >	ipmisc==4.1.0
  						      >	ISOweek==0.6-2
iterators==1.0.12					      |	iterators==1.0.13
itsmr==1.9						      <
  						      >	jcolors==0.0.4
jmuOutlier==2.2						      |	Jmisc==0.3.1
  						      >	jmv==1.2.23
  						      >	jmvcore==1.2.23
jtools==2.1.0						      |	jtools==2.1.1
kableExtra==1.2.1					      |	kableExtra==1.3.1
  						      >	kmer==1.1.2
koRpus==0.13-2						      |	koRpus==0.13-3
koRpus.lang.en==0.1-3					      |	koRpus.lang.en==0.1-4
  						      >	kSamples==1.2-9
  						      >	kselection==0.2.0
labeling==0.3						      |	labeling==0.4.2
  						      >	LaF==0.8.4
  						      >	lagged==0.3-0
  						      >	LaplacesDemon==16.1.4
lava==1.6.8						      |	lava==1.6.8.1
leafem==0.1.3						      |	ldat==0.3.3
  						      >	leafsync==0.1.0
lemon==0.4.5						      |	leiden==0.3.5
  						      >	lfe==2.8-5.1
lgr==0.3.4						      |	lgr==0.4.1
  						      >	limSolve==1.5.6
  						      >	liquidSVM==1.2.4
lle==1.1						      |	lme4==1.1-25
lme4==1.1-23						      |	lmerTest==3.1-3
lmerTest==3.1-2						      <
  						      >	lmSupport==2.9.13
  						      >	lobstr==1.1.1
  						      >	logistf==1.24
  						      >	logspline==2.1.16
  						      >	lsmeans==2.30-0
lubridate==1.7.9					      |	lubridate==1.7.9.2
  						      >	lvec==0.2.2
magick==2.4.0						      |	magick==2.5.2
  						      >	MALDIquant==1.19.3
mapsapi==0.4.7						      <
mapview==2.9.0						      <
  						      >	markovchain==0.8.5-2
MatchIt==3.0.2						      |	MatchIt==4.0.0
  						      >	matlab==1.0.2
MBC==0.10-4						      |	MBC==0.10-5
  						      >	mc2d==0.1-18
mccf1==1.1						      <
MCMCglmm==2.29						      <
  						      >	mctest==1.3.1
  						      >	measurements==1.4.0
memisc==0.99.25.6					      |	memisc==0.99.27.2
  						      >	metaBMA==0.6.5
  						      >	metaplus==0.7-11
  						      >	mfx==1.2-2
mice==3.11.0						      |	mice==3.12.0
  						      >	miic==1.5.3
minerva==1.5.8						      <
mirt==1.32.1						      |	mirt==1.33.2
  						     ...
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