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Releases: Kaggle/docker-rstats

v30 - GPU

17 Nov 01:31
da62ffc
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[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/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
  					...
Read more

v29 - GPU

19 Oct 21:26
da62ffc
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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:v29

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	abd==0.2-8
  						      >	additivityTests==1.1-4
  						      >	ade4==1.7-15
  						      >	adegraphics==1.0-15
  						      >	ADGofTest==0.3
  						      >	AER==1.2-9
  						      >	afex==0.28-0
  						      >	AID==2.5
  						      >	akmeans==1.1
  						      >	alabama==2015.3-1
alr3==2.0.8						      <
  						      >	AmesHousing==0.0.4
  						      >	AMR==1.4.0
  						      >	apcluster==1.4.8
aricode==1.0.0						      |	arabicStemR==1.2
  						      >	arrow==1.0.1
  						      >	ARTool==0.10.7
  						      >	assertr==2.7
  						      >	automap==1.0-14
backports==1.1.9					      |	backports==1.1.10
  						      >	barcode==1.1
  						      >	base64==2.0
  						      >	BatchGetSymbols==2.5.7
  						      >	bayesm==3.1-4
bayesQR==2.3						      <
  						      >	bayfoxr==0.0.1
  						      >	bbmle==1.0.23.1
  						      >	bbotk==0.2.2
  						      >	benchmarkme==1.0.4
  						      >	benchmarkmeData==1.0.4
betareg==3.1-3						      |	BETS==0.4.9
  						      >	BGLR==1.0.8
bibtex==0.4.2.2						      |	BiasedUrn==1.07
  						      >	bibtex==0.4.2.3
  						      >	biclust==2.0.2
bigdist==0.1.4						      <
bigrquery==1.3.1					      |	bigrquery==1.3.2
  						      >	bindr==0.1.1
  						      >	bindrcpp==0.2.2
  						      >	binman==0.1.2
  						      >	binom==1.1-1
biosignalEMG==2.1.0					      <
  						      >	blavaan==0.3-10
  						      >	blockmatrix==1.0
  						      >	BMA==3.18.12
bnlearn==4.5						      |	BMTME==1.0.19
bookdown==0.20						      |	bnlearn==4.6.1
  						      >	BNN==1.0.2
  						      >	bnviewer==0.1.6
  						      >	Bolstad==0.2-41
  						      >	boostmtree==1.4.1
  						      >	bootstrap==2019.6
  						      >	BradleyTerry2==1.1-2
  						      >	breakDown==0.2.0
  						      >	brglm==0.7.1
  						      >	brglm2==0.6.2
brms==2.13.5						      |	brio==1.1.0
  						      >	brms==2.14.0
  						      >	brnn==0.8
broom==0.7.0						      |	broom==0.7.1
  						      >	bst==0.3-21
  						      >	ca==0.71.1
  						      >	CaDENCE==1.2.5
callr==3.4.3						      |	calibrate==1.7.7
  						      >	callr==3.5.1
car==3.0-9						      |	car==3.0-10
CARBayes==5.2						      <
CARBayesdata==2.2					      <
  						      >	care==1.1.10
  						      >	caschrono==2.2
  						      >	cat==0.0-6.5
  						      >	cattonum==0.0.5
cclust==0.6-21						      |	cba==0.2-21
  						      >	CircStats==0.2-6
  						      >	circular==0.4-93
  						      >	classifierplots==1.4.0
cld2==1.2						      <
cli==2.0.2						      |	clhs==0.7-3
clipr==0.7.0						      |	cli==2.1.0
  						      >	clifro==3.2-3
  						      >	clipr==0.7.1
clusternor==0.0-4					      |	clusterGeneration==1.3.5
  						      >	clv==0.3-2.2
  						      >	cmm==0.12
coda==0.19-3						      |	coda==0.19-4
  						      >	CoinMinD==1.1
  						      >	collapsibleTree==0.1.7
  						      >	colordistance==1.1.0
  						      >	colorRamps==2.3
colourpicker==1.0					      |	colourpicker==1.1.0
  						      >	colourvalues==0.3.5
  						      >	CombMSC==1.4.2.1
  						      >	compareDF==2.3.0
  						      >	compareGroups==4.4.5
  						      >	complexplus==2.1
  						      >	compositions==2.0-0
  						      >	CompQuadForm==1.4.3
  						      >	CondIndTests==0.1.5
  						      >	conf.design==2.0.0
  						      >	conjoint==1.41
coop==0.6-2						      |	coreCT==1.3.2
  						      >	correlation==0.4.0
  						      >	COUNT==1.3.4
  						      >	countcolors==0.9.1
covr==3.5.0						      |	COVID19==2.3.1
cowplot==1.0.0						      |	covr==3.5.1
  						      >	cowplot==1.1.0
cpp11==0.2.1						      |	cpp11==0.2.3
  						      >	crfsuite==0.3.4
csv==0.5.9						      |	crul==1.0.0
  						      >	cvAUC==1.1.0
  						      >	cvms==1.1.0
  						      >	DAAG==1.24
  						      >	DataCombine==0.2.21
  						      >	dataPreparation==0.4.3
  						      >	datarobot==2.17.1
  						      >	datasauRus==0.1.4
  						      >	date==1.2-39
  						      >	dbmss==2.7-1
DCluster==0.2-7						      |	dcurver==0.9.1
deldir==0.1-28						      |	ddalpha==1.3.11
  						      >	Delaporte==7.0.3
  						      >	deldir==0.1-29
  						      >	dendroTools==1.0.7
  						      >	DEoptim==2.2-5
Deriv==4.0.1						      |	Deriv==4.1.0
DescTools==0.99.37					      |	DescTools==0.99.38
devtools==2.3.1						      |	devtools==2.3.2
diagram==1.6.4						      |	dHSIC==2.1
  						      >	diagram==1.6.5
dials==0.0.8						      |	dials==0.0.9
dispmod==1.2						      |	distr==2.8.0
distributional==0.2.0					      |	distrEx==2.8.0
  						      >	distributional==0.2.1
  						      >	distrom==1.0
  						      >	do==1.5.0.0
  						      >	doBy==4.6.7
doFuture==0.9.0						      |	DoE.base==1.1-5
  						      >	doFuture==0.10.0
  						      >	dotwhisker==0.5.0
  						      >	downlit==0.2.0
  						      >	drat==0.1.8
DT==0.15						      |	DT==0.16
dtw==1.21-3						      |	dtw==1.22-3
dunn.test==1.3.5					      <
dynlm==0.3-6						      |	e1071==1.7-4
e1071==1.7-3						      |	earth==5.3.0
earth==5.1.2						      <
  						      >	Ecdat==0.3-7
  						      >	Ecfun==0.2-2
effectsize==0.3.2					      |	effectsize==0.3.3
  						      >	effsize==0.8.1
eha==2.8.1						      <
emmeans==1.5.0						      |	elo==2.1.1
  						      >	embed==0.1.1
  						      >	emdbook==1.3.12
  						      >	emdist==0.3-1
  						      >	emmeans==1.5.1
  						      >	emojifont==0.5.3
  						      >	emulator==1.2-20
  						      >	enrichwith==0.3.1
  						      >	epiDisplay==3.5.0.1
esquisse==0.3.0						      |	epiR==1.0-15
  						      >	ergm==3.11.0
etm==1.1						      |	estimatr==0.26.0
  						      >	etm==1.1.1
  						      >	evd==2.3-3
Exact==2.0						      |	Exact==2.1
exact2x2==1.6.5						      |	exactextractr==0.4.0
exactci==1.3-3						      <
excelR==0.4.0						      |	ExpDes==1.2.0
  						      >	ExPosition==2.8.23
  						      >	extraDistr==1.9.1
ez==4.4-0						      <
  						      >	faraway==1.0.7
  						      >	farff==1.1
  						      >	fAsianOptions==3042.82
fastDummies==1.6.1					      |	fastcluster==1.1.25
  						      >	fastDummies==1.6.2
  						      >	fastICA==1.2-2
  						      >	fastmatrix==0.2-3571
  						      >	fastTextR==2.0.0
  						      >	fasttime==1.0-2
ff==4.0.2						      |	ff==4.0.4
  						      >	ffbase==0.13.1
fftwtools==0.9-8					      |	fftwtools==0.9-9
fields==11.4						      |	fGarch==3042.83.2
filesstrings==3.1.5					      |	fields==11.6
fingerprint==3.5.7					      |	FinCal==0.6.3
FKF==0.1.7						      |	fitzRoy==0.3.2
flexmix==2.3-15						      |	flexmix==2.3-17
flextable==0.5.10					      |	flextable==0.5.11
  						      >	FME==1.3.6.1
foghorn==1.2.3						      |	foghorn==1.3.1
  						      >	fOptions==3042.86
forecast==8.12						      |	forecast==8.13
ForecastComb==1.3.1					      <
  						      >	forestplot==1.10
fpc==2.2-7						      |	formula.tools==1.7.1
fpp2==2.3						      |	fossil==0.4.0
  						      >	fpc==2.2-8
  						      >	fpp==0.5
  						      >	fpp2==2.4
  						      >	freqdom==2.0.1
  						      >	FrF2==2.2-2
  						      >	FrF2.catlg128==1.2-1
FSA==0.8.30						      |	FSelectorRcpp==0.3.7
FSAdata==0.3.8						      <
fst==0.9.4						      |	ftsa==5.9
ftsa==5.8						      <
furrr==0.1.0						      |	furrr==0.2.0
future==1.18.0						      |	future==1.19.1
  						      >	gamair==1.0-2
  						      >	gamlr==1.13-6
  						      >	gamlss==5.2-0
  						      >	gamlss.data==5.1-4
  						      >	gamlss.dist==5.1-7
  						      >	gamm4==0.2-6
  						      >	gdalUtils==2.0.3.2
gdistance==1.3-6					      <
gee==4.13-20						      |	geeM==0.10.1
  						      >	geepack==1.3-1
  						      >	genalg==0.2.0
  						      >	gender==0.5.4
GeneCycle==1.1.4					      <
geobr==1.3						      |	GenSA==1.1.7
  						      >	geobr==1.4
  						      >	geodist==0.0.4
geojsonR==1.0.8						      |	geojsonsf==2.0.1
geojsonsf==2.0.0					      |	geometries==0.1.0
  						      >	geonames==0.999
  						      >	getPass==0.2-2
ggdendro==0.1.21					      |	ggdendro==0.1.22
ggeffects==0.15.1					      |	ggeasy==0.1.2
  						      >	ggeffects==0.16.0
ggfortify==0.4.10					      |	ggfortify==0.4.11
ggiraphExtra==0.2.9					      <
ggnewscale==0.4.3					      |	ggmosaic==0.2.0
  						      >	ggplot2movies==0.0.1
  						      >	ggplotlyExtra==0.0.1
  						      >	ggpmisc==0.3.6
  						      >	ggpointdensity==0.1.0
  						      >	ggsom==0.4.0
  						      >	ggspatial==1.1.4
ggvis==0.4.5						      |	ggvis==0.4.6
  						      >	Gifi==0.3-9
  						      >	gld==2.6.2
  						      >	glm2==1.2.1
  						      >	glmmLasso==1.5.1
glmnetUtils==1.1.5					      |	glmnetUtils==1.1.6
globals==0.12.5						      |	globals==0.13.1
  						      >	Gmisc==1.11.0
gmp==0.6-0						      |	gmp==0.6-1
  						      >	gmt==2.0-1
  						      >	goft==1.3.6
  						      >	googleAuthR==1.3.0
  						      >	googleComputeEngineR==0.3.0
  						      >	googledrive==1.0.1
  						      >	googlePolylines==0.7.2
  						      >	googlesheets==0.3.0
  						      >	googlesheets4==0.2.0
  						      >	gpairs==1.3.3
  						      >	gpclib==1.5-6
gplots==3.0.4						      |	gplots==3.1.0
  						      >	gradDescent==3.0
  						      >	greta==0.3.1
  						      >	grnn==0.1.0
  						      >	growth==1.1.1
GSODR==2.1.1						      |	gsheet==0.4.5
  						      >	GSODR==2.1.2
gtrendsR==1.4.6						      |	gtrendsR==1.4.7
gutenbergr==0.1.5					      |	gutenbergr==0.2.0
h2o==3.30.0.1						      |	h2o==3.30.1.3
  						      >	hablar==0.3.0
  						      >	hapassoc==1.2-8
  						      >	haplo.stats==1.8.5
  						      >	HardyWeinberg==1.6.8
  						      >	hashFunction==1.0
  						      >	hdi==0.1-7
  						      >	hdm==0.3.1
  						      >	heatmap.plus==1.3
  						      >	HelpersMG==4.3
  						      >	here==0.1
  						      >	histogram==0.0-25
  						      >	hoardr==0.5.2
  						      >	HSAUR==1.3-9
htmlTable==2.0.1					      |	htmlTable==2.1.0
htmlwidgets==1.5.1					      |	htmlwidgets==1.5.2
  						      >	huxtable==5.1.0
  						      >	ibdreg==0.3.1
ica==1.0-2						      <
igraph==1.2.5						      |	IDPmisc==1.1.20
  	...
Read more

v29 - CPU

19 Oct 21:26
da62ffc
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[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/rstats:v29

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	abd==0.2-8
  						      >	additivityTests==1.1-4
  						      >	ade4==1.7-15
  						      >	adegraphics==1.0-15
  						      >	ADGofTest==0.3
  						      >	AER==1.2-9
  						      >	afex==0.28-0
  						      >	AID==2.5
  						      >	akmeans==1.1
  						      >	alabama==2015.3-1
alr3==2.0.8						      <
  						      >	AmesHousing==0.0.4
  						      >	AMR==1.4.0
  						      >	apcluster==1.4.8
aricode==1.0.0						      |	arabicStemR==1.2
  						      >	arrow==1.0.1
  						      >	ARTool==0.10.7
  						      >	assertr==2.7
  						      >	automap==1.0-14
backports==1.1.9					      |	backports==1.1.10
  						      >	barcode==1.1
  						      >	base64==2.0
  						      >	BatchGetSymbols==2.5.7
  						      >	bayesm==3.1-4
bayesQR==2.3						      <
  						      >	bayfoxr==0.0.1
  						      >	bbmle==1.0.23.1
  						      >	bbotk==0.2.2
  						      >	benchmarkme==1.0.4
  						      >	benchmarkmeData==1.0.4
betareg==3.1-3						      |	BETS==0.4.9
  						      >	BGLR==1.0.8
bibtex==0.4.2.2						      |	BiasedUrn==1.07
  						      >	bibtex==0.4.2.3
  						      >	biclust==2.0.2
bigdist==0.1.4						      <
bigrquery==1.3.1					      |	bigrquery==1.3.2
  						      >	bindr==0.1.1
  						      >	bindrcpp==0.2.2
  						      >	binman==0.1.2
  						      >	binom==1.1-1
biosignalEMG==2.1.0					      <
  						      >	blavaan==0.3-10
  						      >	blockmatrix==1.0
  						      >	BMA==3.18.12
bnlearn==4.5						      |	BMTME==1.0.19
bookdown==0.20						      |	bnlearn==4.6.1
  						      >	BNN==1.0.2
  						      >	bnviewer==0.1.6
  						      >	Bolstad==0.2-41
  						      >	boostmtree==1.4.1
  						      >	bootstrap==2019.6
  						      >	BradleyTerry2==1.1-2
  						      >	breakDown==0.2.0
  						      >	brglm==0.7.1
  						      >	brglm2==0.6.2
brms==2.13.5						      |	brio==1.1.0
  						      >	brms==2.14.0
  						      >	brnn==0.8
broom==0.7.0						      |	broom==0.7.1
  						      >	bst==0.3-21
  						      >	ca==0.71.1
  						      >	CaDENCE==1.2.5
callr==3.4.3						      |	calibrate==1.7.7
  						      >	callr==3.5.1
car==3.0-9						      |	car==3.0-10
CARBayes==5.2						      <
CARBayesdata==2.2					      <
  						      >	care==1.1.10
  						      >	caschrono==2.2
  						      >	cat==0.0-6.5
  						      >	cattonum==0.0.5
cclust==0.6-21						      |	cba==0.2-21
  						      >	CircStats==0.2-6
  						      >	circular==0.4-93
  						      >	classifierplots==1.4.0
cld2==1.2						      <
cli==2.0.2						      |	clhs==0.7-3
clipr==0.7.0						      |	cli==2.1.0
  						      >	clifro==3.2-3
  						      >	clipr==0.7.1
clusternor==0.0-4					      |	clusterGeneration==1.3.5
  						      >	clv==0.3-2.2
  						      >	cmm==0.12
coda==0.19-3						      |	coda==0.19-4
  						      >	CoinMinD==1.1
  						      >	collapsibleTree==0.1.7
  						      >	colordistance==1.1.0
  						      >	colorRamps==2.3
colourpicker==1.0					      |	colourpicker==1.1.0
  						      >	colourvalues==0.3.5
  						      >	CombMSC==1.4.2.1
  						      >	compareDF==2.3.0
  						      >	compareGroups==4.4.5
  						      >	complexplus==2.1
  						      >	compositions==2.0-0
  						      >	CompQuadForm==1.4.3
  						      >	CondIndTests==0.1.5
  						      >	conf.design==2.0.0
  						      >	conjoint==1.41
coop==0.6-2						      |	coreCT==1.3.2
  						      >	correlation==0.4.0
  						      >	COUNT==1.3.4
  						      >	countcolors==0.9.1
covr==3.5.0						      |	COVID19==2.3.1
cowplot==1.0.0						      |	covr==3.5.1
  						      >	cowplot==1.1.0
cpp11==0.2.1						      |	cpp11==0.2.3
  						      >	crfsuite==0.3.4
csv==0.5.9						      |	crul==1.0.0
  						      >	cvAUC==1.1.0
  						      >	cvms==1.1.0
  						      >	DAAG==1.24
  						      >	DataCombine==0.2.21
  						      >	dataPreparation==0.4.3
  						      >	datarobot==2.17.1
  						      >	datasauRus==0.1.4
  						      >	date==1.2-39
  						      >	dbmss==2.7-1
DCluster==0.2-7						      |	dcurver==0.9.1
deldir==0.1-28						      |	ddalpha==1.3.11
  						      >	Delaporte==7.0.3
  						      >	deldir==0.1-29
  						      >	dendroTools==1.0.7
  						      >	DEoptim==2.2-5
Deriv==4.0.1						      |	Deriv==4.1.0
DescTools==0.99.37					      |	DescTools==0.99.38
devtools==2.3.1						      |	devtools==2.3.2
diagram==1.6.4						      |	dHSIC==2.1
  						      >	diagram==1.6.5
dials==0.0.8						      |	dials==0.0.9
dispmod==1.2						      |	distr==2.8.0
distributional==0.2.0					      |	distrEx==2.8.0
  						      >	distributional==0.2.1
  						      >	distrom==1.0
  						      >	do==1.5.0.0
  						      >	doBy==4.6.7
doFuture==0.9.0						      |	DoE.base==1.1-5
  						      >	doFuture==0.10.0
  						      >	dotwhisker==0.5.0
  						      >	downlit==0.2.0
  						      >	drat==0.1.8
DT==0.15						      |	DT==0.16
dtw==1.21-3						      |	dtw==1.22-3
dunn.test==1.3.5					      <
dynlm==0.3-6						      |	e1071==1.7-4
e1071==1.7-3						      |	earth==5.3.0
earth==5.1.2						      <
  						      >	Ecdat==0.3-7
  						      >	Ecfun==0.2-2
effectsize==0.3.2					      |	effectsize==0.3.3
  						      >	effsize==0.8.1
eha==2.8.1						      <
emmeans==1.5.0						      |	elo==2.1.1
  						      >	embed==0.1.1
  						      >	emdbook==1.3.12
  						      >	emdist==0.3-1
  						      >	emmeans==1.5.1
  						      >	emojifont==0.5.3
  						      >	emulator==1.2-20
  						      >	enrichwith==0.3.1
  						      >	epiDisplay==3.5.0.1
esquisse==0.3.0						      |	epiR==1.0-15
  						      >	ergm==3.11.0
etm==1.1						      |	estimatr==0.26.0
  						      >	etm==1.1.1
  						      >	evd==2.3-3
Exact==2.0						      |	Exact==2.1
exact2x2==1.6.5						      |	exactextractr==0.4.0
exactci==1.3-3						      <
excelR==0.4.0						      |	ExpDes==1.2.0
  						      >	ExPosition==2.8.23
  						      >	extraDistr==1.9.1
ez==4.4-0						      <
  						      >	faraway==1.0.7
  						      >	farff==1.1
  						      >	fAsianOptions==3042.82
fastDummies==1.6.1					      |	fastcluster==1.1.25
  						      >	fastDummies==1.6.2
  						      >	fastICA==1.2-2
  						      >	fastmatrix==0.2-3571
  						      >	fastTextR==2.0.0
  						      >	fasttime==1.0-2
ff==4.0.2						      |	ff==4.0.4
  						      >	ffbase==0.13.1
fftwtools==0.9-8					      |	fftwtools==0.9-9
fields==11.4						      |	fGarch==3042.83.2
filesstrings==3.1.5					      |	fields==11.6
fingerprint==3.5.7					      |	FinCal==0.6.3
FKF==0.1.7						      |	fitzRoy==0.3.2
flexmix==2.3-15						      |	flexmix==2.3-17
flextable==0.5.10					      |	flextable==0.5.11
  						      >	FME==1.3.6.1
foghorn==1.2.3						      |	foghorn==1.3.1
  						      >	fOptions==3042.86
forecast==8.12						      |	forecast==8.13
ForecastComb==1.3.1					      <
  						      >	forestplot==1.10
fpc==2.2-7						      |	formula.tools==1.7.1
fpp2==2.3						      |	fossil==0.4.0
  						      >	fpc==2.2-8
  						      >	fpp==0.5
  						      >	fpp2==2.4
  						      >	freqdom==2.0.1
  						      >	FrF2==2.2-2
  						      >	FrF2.catlg128==1.2-1
FSA==0.8.30						      |	FSelectorRcpp==0.3.7
FSAdata==0.3.8						      <
fst==0.9.4						      |	ftsa==5.9
ftsa==5.8						      <
furrr==0.1.0						      |	furrr==0.2.0
future==1.18.0						      |	future==1.19.1
  						      >	gamair==1.0-2
  						      >	gamlr==1.13-6
  						      >	gamlss==5.2-0
  						      >	gamlss.data==5.1-4
  						      >	gamlss.dist==5.1-7
  						      >	gamm4==0.2-6
  						      >	gdalUtils==2.0.3.2
gdistance==1.3-6					      <
gee==4.13-20						      |	geeM==0.10.1
  						      >	geepack==1.3-1
  						      >	genalg==0.2.0
  						      >	gender==0.5.4
GeneCycle==1.1.4					      <
geobr==1.3						      |	GenSA==1.1.7
  						      >	geobr==1.4
  						      >	geodist==0.0.4
geojsonR==1.0.8						      |	geojsonsf==2.0.1
geojsonsf==2.0.0					      |	geometries==0.1.0
  						      >	geonames==0.999
  						      >	getPass==0.2-2
ggdendro==0.1.21					      |	ggdendro==0.1.22
ggeffects==0.15.1					      |	ggeasy==0.1.2
  						      >	ggeffects==0.16.0
ggfortify==0.4.10					      |	ggfortify==0.4.11
ggiraphExtra==0.2.9					      <
ggnewscale==0.4.3					      |	ggmosaic==0.2.0
  						      >	ggplot2movies==0.0.1
  						      >	ggplotlyExtra==0.0.1
  						      >	ggpmisc==0.3.6
  						      >	ggpointdensity==0.1.0
  						      >	ggsom==0.4.0
  						      >	ggspatial==1.1.4
ggvis==0.4.5						      |	ggvis==0.4.6
  						      >	Gifi==0.3-9
  						      >	gld==2.6.2
  						      >	glm2==1.2.1
  						      >	glmmLasso==1.5.1
glmnetUtils==1.1.5					      |	glmnetUtils==1.1.6
globals==0.12.5						      |	globals==0.13.1
  						      >	Gmisc==1.11.0
gmp==0.6-0						      |	gmp==0.6-1
  						      >	gmt==2.0-1
  						      >	goft==1.3.6
  						      >	googleAuthR==1.3.0
  						      >	googleComputeEngineR==0.3.0
  						      >	googledrive==1.0.1
  						      >	googlePolylines==0.7.2
  						      >	googlesheets==0.3.0
  						      >	googlesheets4==0.2.0
  						      >	gpairs==1.3.3
  						      >	gpclib==1.5-6
gplots==3.0.4						      |	gplots==3.1.0
  						      >	gradDescent==3.0
  						      >	greta==0.3.1
  						      >	grnn==0.1.0
  						      >	growth==1.1.1
GSODR==2.1.1						      |	gsheet==0.4.5
  						      >	GSODR==2.1.2
gtrendsR==1.4.6						      |	gtrendsR==1.4.7
gutenbergr==0.1.5					      |	gutenbergr==0.2.0
h2o==3.30.0.1						      |	h2o==3.30.1.3
  						      >	hablar==0.3.0
  						      >	hapassoc==1.2-8
  						      >	haplo.stats==1.8.5
  						      >	HardyWeinberg==1.6.8
  						      >	hashFunction==1.0
  						      >	hdi==0.1-7
  						      >	hdm==0.3.1
  						      >	heatmap.plus==1.3
  						      >	HelpersMG==4.3
  						      >	here==0.1
  						      >	histogram==0.0-25
  						      >	hoardr==0.5.2
  						      >	HSAUR==1.3-9
htmlTable==2.0.1					      |	htmlTable==2.1.0
htmlwidgets==1.5.1					      |	htmlwidgets==1.5.2
  						      >	huxtable==5.1.0
  						      >	ibdreg==0.3.1
ica==1.0-2						      <
igraph==1.2.5						      |	IDPmisc==1.1.20
  						 ...
Read more

v28 - CPU

08 Sep 16:03
b493a9f
Compare
Choose a tag to compare

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

gcr.io/kaggle-images/rstats:v28

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	actuar==3.0-0
ade4==1.7-15						      <
AER==1.2-9						      <
afex==0.27-2						      <
akmeans==1.1						      |	akima==0.6-2.1
alr4==1.0.6						      |	amap==0.8-18
anytime==0.3.8						      |	anytime==0.3.9
ape==5.4						      |	ape==5.4-1
  						      >	aricode==1.0.0
  						      >	arrayhelpers==1.1-0
  						      >	ash==1.0-15
assertr==2.7						      <
attempt==0.3.1						      |	AUC==0.3.0
backports==1.1.8					      |	backports==1.1.9
BallMapper==0.2.0					      <
bannerCommenter==0.1.1					      <
BatchGetSymbols==2.5.7					      <
bbmle==1.0.23.1						      |	BDgraph==2.63
BDgraph==2.62						      <
  						      >	biglm==0.9-2
bigparallelr==0.2.3					      |	bigparallelr==0.2.5
bit64==4.0.2						      |	bit64==4.0.5
  						      >	blme==1.0-4
  						      >	bookdown==0.20
BradleyTerry2==1.1-2					      <
brglm==0.6.2						      <
  						      >	brms==2.13.5
broomExtra==4.0.4					      <
BTM==0.3.1						      |	BTYD==2.4
BWStest==0.2.2						      <
ca==0.71.1						      <
car==3.0-8						      |	car==3.0-9
CARBayesdata==2.1					      |	CARBayesdata==2.2
CCA==1.2						      |	cclust==0.6-21
cdata==1.1.6						      |	cdata==1.1.8
  						      >	ChainLadder==0.2.11
choroplethr==3.6.4					      |	choroplethr==3.7.0
chron==2.3-55						      |	chron==2.3-56
  						      >	clusternor==0.0-4
  						      >	coarseDataTools==0.6-5
  						      >	cobs==1.3-4
colordistance==1.1.0					      <
compareGroups==4.4.3					      <
conquer==1.0.1						      |	conflicted==1.0.4
  						      >	conquer==1.0.2
correlation==0.3.0					      <
countcolors==0.9.1					      <
cpp11==0.1.0						      |	cplm==0.7-8
  						      >	cpp11==0.2.1
crul==1.0.0						      |	csv==0.5.9
  						      >	DALEX==2.0
DataCombine==0.2.21					      <
dendextend==1.13.4					      |	demography==1.22
DEoptim==2.2-5						      |	dendextend==1.14.0
Deriv==4.0						      |	Deriv==4.0.1
  						      >	dfidx==0.0-3
dLagM==1.1.4						      <
doBy==4.6.7						      <
  						      >	doFuture==0.9.0
dplyr==1.0.1						      |	dplyr==1.0.2
drc==3.0-1						      <
  						      >	dtree==0.4.2
  						      >	easyalluvial==0.2.3
effects==4.1-4						      |	ecodist==2.0.7
  						      >	ecp==3.1.2
  						      >	effects==4.2-0
elo==2.1.1						      |	emmeans==1.5.0
emdist==0.3-1						      <
emmeans==1.4.8						      <
epitools==0.5-10.1					      |	EpiEstim==2.2-3
estimatr==0.22.0					      <
  						      >	evtree==1.0-8
  						      >	expint==0.1-6
fabletools==0.2.0					      |	fabletools==0.2.1
faraway==1.0.7						      <
fastGHQuad==1.0						      <
fastICA==1.2-2						      <
fasttime==1.0-2						      <
fdakma==1.2.1						      <
feasts==0.1.4						      |	feasts==0.1.5
fGarch==3042.83.2					      |	fields==11.4
fields==10.3						      <
fitzRoy==0.3.2						      <
fivethirtyeight==0.6.1					      <
FME==1.3.6.1						      <
ForeCA==0.2.7						      <
forecastHybrid==5.0.18					      |	ForecastComb==1.3.1
  						      >	forecastHybrid==5.0.19
formula.tools==1.7.1					      <
fst==0.9.2						      |	fst==0.9.4
functional==0.6						      |	ftsa==5.8
  						      >	fUnitRoots==3042.79
gameofthrones==1.0.2					      <
  						      >	geigen==2.3
  						      >	geometry==0.4.5
ggalluvial==0.12.0					      |	ggalluvial==0.12.2
  						      >	ggalt==0.4.0
ggdendro==0.1-20					      |	ggdendro==0.1.21
  						      >	ggdist==2.2.0
gghalves==0.1.0						      <
  						      >	ggimage==0.2.8
  						      >	ggiraphExtra==0.2.9
ggnewscale==0.4.2					      |	ggmcmc==1.5.0
ggplot2==3.3.2.9000					      |	ggnewscale==0.4.3
  						      >	ggplot2==3.3.2
ggseas==0.5.4						      <
gistr==0.9.0						      <
GLDEX==2.0.0.7						      <
glue==1.4.1						      |	glue==1.4.2
googledrive==1.0.1					      |	GoodmanKruskal==0.0.3
greybox==0.6.0						      |	greybox==0.6.2
groupedstats==1.0.1					      <
hablar==0.3.0						      <
haplo.stats==1.7.9					      <
HardyWeinberg==1.6.3					      <
harrypotter==2.1.1					      <
heatmaply==1.1.0					      |	hdrcde==3.3
  						      >	heatmaply==1.1.1
Hmisc==4.4-0						      |	Hmisc==4.4-1
HSAUR2==1.1-17						      <
  						      >	iBreakDown==1.3.1
ifultools==2.0-5					      |	ICS==1.3-1
  						      >	ICSNP==1.1-1
  						      >	IM==1.0
imbalance==1.0.2.1					      <
imputeMissings==0.0.3					      <
infer==0.5.3						      <
  						      >	Information==0.0.9
  						      >	ingredients==2.0
inline==0.3.15						      |	inline==0.3.16
insight==0.9.0						      |	insight==0.9.5
  						      >	intergraph==2.0-2
ipmisc==3.1.0						      <
jcolors==0.0.4						      <
jmv==1.2.23						      <
jmvcore==1.2.23						      <
jsonlite==1.7.0						      |	jsonlite==1.7.1
kableExtra==1.1.0					      |	jtools==2.1.0
  						      >	kableExtra==1.2.1
  						      >	kerasR==0.6.1
KernelKnn==1.1.0					      <
kSamples==1.2-9						      <
labelled==2.5.0						      |	labelled==2.6.0
landscapemetrics==1.4.5					      <
LaplacesDemon==16.1.4					      <
leafpop==0.0.5						      <
learnr==0.10.1						      <
libcoin==1.0-5						      |	libcoin==1.0-6
  						      >	lime==0.5.1
  						      >	linprog==0.9-2
lmerTest==3.1-2						      <
logspline==2.1.16					      <
magicfor==0.1.0						      |	lwgeom==0.2-5
  						      >	magic==1.5-9
manifestoR==1.4.0					      <
maptools==1.0-1						      |	maptools==1.0-2
margins==0.3.23						      <
maxLik==1.4-0						      |	maxLik==1.4-4
mctest==1.3.1						      <
metaBMA==0.6.3						      |	merTools==0.5.2
metafor==2.4-0						      <
metaplus==0.7-11					      <
  						      >	mfp==1.5.2
misc3d==0.8-4						      |	misc3d==0.9-0
  						      >	MLeval==0.3
  						      >	mlogit==1.1-0
mlr3learners==0.2.0					      |	mlr3learners==0.3.0
mlr3misc==0.4.0						      |	mlr3misc==0.5.0
mlr3pipelines==0.1.3					      |	mlr3pipelines==0.2.1
mnormt==1.5-6						      |	mnormt==2.0.2
moderndive==0.5.0					      <
  						      >	MortalitySmooth==2.3.4
  						      >	mtsdi==0.3.5
MVA==1.0-6						      <
mvnormtest==0.1-9					      <
naniar==0.5.2						      |	naniar==0.6.0
nardl==0.1.5						      <
  						      >	nleqslv==3.3.2
numbers==0.7-5						      <
officer==0.3.12						      |	officer==0.3.14
oompaBase==3.2.9					      <
OpenMx==2.17.4						      |	OpenMx==2.18.1
operator.tools==1.6.3					      <
optimx==2020-4.2					      <
paletteer==1.2.0					      <
palr==0.2.0						      <
pals==1.6						      <
  						      >	parallelSVM==0.1-9
  						      >	parcats==0.0.1
pbapply==1.4-2						      |	pbapply==1.4-3
  						      >	pdfCluster==1.0-3
  						      >	pdfetch==0.2.4
plm==2.2-3						      |	plm==2.2-4
PMCMR==4.3						      <
precrec==0.11.2						      |	prettydoc==0.4.0
prediction==0.3.14					      <
prevR==3.4.0						      |	prevR==3.4.1
priceR==0.1.4						      <
prismatic==0.2.0					      <
processx==3.4.3						      |	processx==3.4.4
profileModel==0.6.0					      <
  						      >	proj4==1.0-10
proustr==0.4.0						      <
ps==1.3.3						      |	ps==1.3.4
psych==2.0.7						      |	psych==2.0.8
psychTools==2.0.6					      |	psychTools==2.0.8
questionr==0.7.1					      |	quantregForest==1.3-7
  						      >	questionr==0.7.2
  						      >	rainbow==3.6
randtests==1.0						      <
  						      >	rasterVis==0.48
rbokeh==0.5.1						      <
RcmdrMisc==2.7-0					      |	RcmdrMisc==2.7-1
RcppArmadillo==0.9.900.2.0				      |	RcppArmadillo==0.9.900.3.0
  						      >	RcppCNPy==0.2.10
  						      >	readODS==1.7.0
  						      >	RedditExtractoR==2.1.5
renv==0.11.0						      |	repr==1.1.1.9000
repr==1.1.0.9000					      <
  						      >	resample==0.4
rgeos==0.5-3						      |	rgeos==0.5-5
R.methodsS3==1.8.0					      |	rmdformats==0.3.7
rminer==1.4.5						      |	R.methodsS3==1.8.1
  						      >	rminer==1.4.6
RNifti==1.1.0						      |	RNifti==1.2.2
robotstxt==0.7.8					      <
robustfa==1.0-5						      <
  						      >	RODBC==1.3-16
R.oo==1.23.0						      |	R.oo==1.24.0
rqdatatable==1.2.7					      |	rqdatatable==1.2.8
rquery==1.4.4						      |	rquery==1.4.5
  						      >	rsq==2.0
rstanarm==2.21.1					      <
RStata==1.1.1						      <
rticles==0.14						      |	rticles==0.15
  						      >	rtweet==0.7.0
R.utils==2.9.2						      |	R.utils==2.10.1
  						      >	rwhatsapp==0.2.2
sand==2.0.0						      <
sapa==2.0-2						      <
SciViews==0.9-13.1					      |	scorecard==0.3.1
scorecard==0.3.0					      <
scorecardModelUtils==0.0.1.0				      <
  						      >	sde==2.0.15
seqinr==3.6-1						      <
Seurat==3.2.0						      |	Seurat==3.2.1
sigr==1.0.6						      |	sigr==1.0.8
  						      >	Simpsons==0.1.0
smotefamily==1.3.1					      <
SNPassoc==1.9-2						      <
soundgen==1.7.0						      |	soundgen==1.8.0
sparkline==2.0						      <
sparseIndexTracking==0.1.1				      <
spgs==1.0-3						      <
spiderbar==0.2.3					      <
spsh==1.1.0						      <
SQUAREM==2020.3						      |	SQUAREM==2020.4
  						      >	SSN==1.1.15
StanHeaders==2.21.0-5					      |	StanHeaders==2.21.0-6
  						      >	stars==0.4-3
  						      >	Stat2Data==2.0.0
statsExpressions==0.4.2					      <
  						      >	StMoMo==0.4.1
stringfish==0.13.3					      |	stringfish==0.14.2
  						      >	striprtf==0.5.2
  						      >	superheat==0.1.0
SuppDists==1.1-9.5					      <
svglite==1.2.3.2					      |	svcm==0.1.2
  						      >	svUnit==1.0.3
systemfonts==0.2.3					      |	systemfit==1.1-24
  						      >	systemfonts==0.3.0
textrank==0.3.0						      <
textreg==0.1.5						      <
textreuse==0.1.5					      <
  						      >	textutils==0.2-0
  						      >	tfprobability==0.11.0.0
tgp==2.4-14						      |	tgp==2.4-16
tidyBF==0.2.1						      |	tidybayes==2.1.1
  						      >	tidygeocoder==1.0.1
  						      >	tidylog==1.0.2
  						      >	tidypredict==0.4.6
tidyr==1.1.1						      |	tidyr==1.1.2
timetk==2.2.0						      |	timetk==2.2.1
titanic==0.1.0						      <
  						      >	tmaptools==3.1
  						      >	tmvnsim==1.0-2
translateR==1.0						      <
tsfeatures==1.0.2					      <
tsfkn...
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v28 - GPU

08 Sep 16:03
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gcr.io/kaggle-private-byod/rstats:v28

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	actuar==3.0-0
ade4==1.7-15						      <
AER==1.2-9						      <
afex==0.27-2						      <
akmeans==1.1						      |	akima==0.6-2.1
alr4==1.0.6						      |	amap==0.8-18
anytime==0.3.8						      |	anytime==0.3.9
ape==5.4						      |	ape==5.4-1
  						      >	aricode==1.0.0
  						      >	arrayhelpers==1.1-0
  						      >	ash==1.0-15
assertr==2.7						      <
attempt==0.3.1						      |	AUC==0.3.0
backports==1.1.8					      |	backports==1.1.9
BallMapper==0.2.0					      <
bannerCommenter==0.1.1					      <
BatchGetSymbols==2.5.7					      <
bbmle==1.0.23.1						      |	BDgraph==2.63
BDgraph==2.62						      <
  						      >	biglm==0.9-2
bigparallelr==0.2.3					      |	bigparallelr==0.2.5
bit64==4.0.2						      |	bit64==4.0.5
  						      >	blme==1.0-4
  						      >	bookdown==0.20
BradleyTerry2==1.1-2					      <
brglm==0.6.2						      <
  						      >	brms==2.13.5
broomExtra==4.0.4					      <
BTM==0.3.1						      |	BTYD==2.4
BWStest==0.2.2						      <
ca==0.71.1						      <
car==3.0-8						      |	car==3.0-9
CARBayesdata==2.1					      |	CARBayesdata==2.2
CCA==1.2						      |	cclust==0.6-21
cdata==1.1.6						      |	cdata==1.1.8
  						      >	ChainLadder==0.2.11
choroplethr==3.6.4					      |	choroplethr==3.7.0
chron==2.3-55						      |	chron==2.3-56
  						      >	clusternor==0.0-4
  						      >	coarseDataTools==0.6-5
  						      >	cobs==1.3-4
colordistance==1.1.0					      <
compareGroups==4.4.3					      <
conquer==1.0.1						      |	conflicted==1.0.4
  						      >	conquer==1.0.2
correlation==0.3.0					      <
countcolors==0.9.1					      <
cpp11==0.1.0						      |	cplm==0.7-8
  						      >	cpp11==0.2.1
crul==1.0.0						      |	csv==0.5.9
  						      >	DALEX==2.0
DataCombine==0.2.21					      <
dendextend==1.13.4					      |	demography==1.22
DEoptim==2.2-5						      |	dendextend==1.14.0
Deriv==4.0						      |	Deriv==4.0.1
  						      >	dfidx==0.0-3
dLagM==1.1.4						      <
doBy==4.6.7						      <
  						      >	doFuture==0.9.0
dplyr==1.0.1						      |	dplyr==1.0.2
drc==3.0-1						      <
  						      >	dtree==0.4.2
  						      >	easyalluvial==0.2.3
effects==4.1-4						      |	ecodist==2.0.7
  						      >	ecp==3.1.2
  						      >	effects==4.2-0
elo==2.1.1						      |	emmeans==1.5.0
emdist==0.3-1						      <
emmeans==1.4.8						      <
epitools==0.5-10.1					      |	EpiEstim==2.2-3
estimatr==0.22.0					      <
  						      >	evtree==1.0-8
  						      >	expint==0.1-6
fabletools==0.2.0					      |	fabletools==0.2.1
faraway==1.0.7						      <
fastGHQuad==1.0						      <
fastICA==1.2-2						      <
fasttime==1.0-2						      <
fdakma==1.2.1						      <
feasts==0.1.4						      |	feasts==0.1.5
fGarch==3042.83.2					      |	fields==11.4
fields==10.3						      <
fitzRoy==0.3.2						      <
fivethirtyeight==0.6.1					      <
FME==1.3.6.1						      <
ForeCA==0.2.7						      <
forecastHybrid==5.0.18					      |	ForecastComb==1.3.1
  						      >	forecastHybrid==5.0.19
formula.tools==1.7.1					      <
fst==0.9.2						      |	fst==0.9.4
functional==0.6						      |	ftsa==5.8
  						      >	fUnitRoots==3042.79
gameofthrones==1.0.2					      <
  						      >	geigen==2.3
  						      >	geometry==0.4.5
ggalluvial==0.12.0					      |	ggalluvial==0.12.2
  						      >	ggalt==0.4.0
ggdendro==0.1-20					      |	ggdendro==0.1.21
  						      >	ggdist==2.2.0
gghalves==0.1.0						      <
  						      >	ggimage==0.2.8
  						      >	ggiraphExtra==0.2.9
ggnewscale==0.4.2					      |	ggmcmc==1.5.0
ggplot2==3.3.2.9000					      |	ggnewscale==0.4.3
  						      >	ggplot2==3.3.2
ggseas==0.5.4						      <
gistr==0.9.0						      <
GLDEX==2.0.0.7						      <
glue==1.4.1						      |	glue==1.4.2
googledrive==1.0.1					      |	GoodmanKruskal==0.0.3
greybox==0.6.0						      |	greybox==0.6.2
groupedstats==1.0.1					      <
hablar==0.3.0						      <
haplo.stats==1.7.9					      <
HardyWeinberg==1.6.3					      <
harrypotter==2.1.1					      <
heatmaply==1.1.0					      |	hdrcde==3.3
  						      >	heatmaply==1.1.1
Hmisc==4.4-0						      |	Hmisc==4.4-1
HSAUR2==1.1-17						      <
  						      >	iBreakDown==1.3.1
ifultools==2.0-5					      |	ICS==1.3-1
  						      >	ICSNP==1.1-1
  						      >	IM==1.0
imbalance==1.0.2.1					      <
imputeMissings==0.0.3					      <
infer==0.5.3						      <
  						      >	Information==0.0.9
  						      >	ingredients==2.0
inline==0.3.15						      |	inline==0.3.16
insight==0.9.0						      |	insight==0.9.5
  						      >	intergraph==2.0-2
ipmisc==3.1.0						      <
jcolors==0.0.4						      <
jmv==1.2.23						      <
jmvcore==1.2.23						      <
jsonlite==1.7.0						      |	jsonlite==1.7.1
kableExtra==1.1.0					      |	jtools==2.1.0
  						      >	kableExtra==1.2.1
  						      >	kerasR==0.6.1
KernelKnn==1.1.0					      <
kSamples==1.2-9						      <
labelled==2.5.0						      |	labelled==2.6.0
landscapemetrics==1.4.5					      <
LaplacesDemon==16.1.4					      <
leafpop==0.0.5						      <
learnr==0.10.1						      <
libcoin==1.0-5						      |	libcoin==1.0-6
  						      >	lime==0.5.1
  						      >	linprog==0.9-2
lmerTest==3.1-2						      <
logspline==2.1.16					      <
magicfor==0.1.0						      |	lwgeom==0.2-5
  						      >	magic==1.5-9
manifestoR==1.4.0					      <
maptools==1.0-1						      |	maptools==1.0-2
margins==0.3.23						      <
maxLik==1.4-0						      |	maxLik==1.4-4
mctest==1.3.1						      <
metaBMA==0.6.3						      |	merTools==0.5.2
metafor==2.4-0						      <
metaplus==0.7-11					      <
  						      >	mfp==1.5.2
misc3d==0.8-4						      |	misc3d==0.9-0
  						      >	MLeval==0.3
  						      >	mlogit==1.1-0
mlr3learners==0.2.0					      |	mlr3learners==0.3.0
mlr3misc==0.4.0						      |	mlr3misc==0.5.0
mlr3pipelines==0.1.3					      |	mlr3pipelines==0.2.1
mnormt==1.5-6						      |	mnormt==2.0.2
moderndive==0.5.0					      <
  						      >	MortalitySmooth==2.3.4
  						      >	mtsdi==0.3.5
MVA==1.0-6						      <
mvnormtest==0.1-9					      <
naniar==0.5.2						      |	naniar==0.6.0
nardl==0.1.5						      <
  						      >	nleqslv==3.3.2
numbers==0.7-5						      <
officer==0.3.12						      |	officer==0.3.14
oompaBase==3.2.9					      <
OpenMx==2.17.4						      |	OpenMx==2.18.1
operator.tools==1.6.3					      <
optimx==2020-4.2					      <
paletteer==1.2.0					      <
palr==0.2.0						      <
pals==1.6						      <
  						      >	parallelSVM==0.1-9
  						      >	parcats==0.0.1
pbapply==1.4-2						      |	pbapply==1.4-3
  						      >	pdfCluster==1.0-3
  						      >	pdfetch==0.2.4
plm==2.2-3						      |	plm==2.2-4
PMCMR==4.3						      <
precrec==0.11.2						      |	prettydoc==0.4.0
prediction==0.3.14					      <
prevR==3.4.0						      |	prevR==3.4.1
priceR==0.1.4						      <
prismatic==0.2.0					      <
processx==3.4.3						      |	processx==3.4.4
profileModel==0.6.0					      <
  						      >	proj4==1.0-10
proustr==0.4.0						      <
ps==1.3.3						      |	ps==1.3.4
psych==2.0.7						      |	psych==2.0.8
psychTools==2.0.6					      |	psychTools==2.0.8
questionr==0.7.1					      |	quantregForest==1.3-7
  						      >	questionr==0.7.2
  						      >	rainbow==3.6
randtests==1.0						      <
  						      >	rasterVis==0.48
rbokeh==0.5.1						      <
RcmdrMisc==2.7-0					      |	RcmdrMisc==2.7-1
RcppArmadillo==0.9.900.2.0				      |	RcppArmadillo==0.9.900.3.0
  						      >	RcppCNPy==0.2.10
  						      >	readODS==1.7.0
  						      >	RedditExtractoR==2.1.5
renv==0.11.0						      |	repr==1.1.1.9000
repr==1.1.0.9000					      <
  						      >	resample==0.4
rgeos==0.5-3						      |	rgeos==0.5-5
R.methodsS3==1.8.0					      |	rmdformats==0.3.7
rminer==1.4.5						      |	R.methodsS3==1.8.1
  						      >	rminer==1.4.6
RNifti==1.1.0						      |	RNifti==1.2.2
robotstxt==0.7.8					      <
robustfa==1.0-5						      <
  						      >	RODBC==1.3-16
R.oo==1.23.0						      |	R.oo==1.24.0
rqdatatable==1.2.7					      |	rqdatatable==1.2.8
rquery==1.4.4						      |	rquery==1.4.5
  						      >	rsq==2.0
rstanarm==2.21.1					      <
RStata==1.1.1						      <
rticles==0.14						      |	rticles==0.15
  						      >	rtweet==0.7.0
R.utils==2.9.2						      |	R.utils==2.10.1
  						      >	rwhatsapp==0.2.2
sand==2.0.0						      <
sapa==2.0-2						      <
SciViews==0.9-13.1					      |	scorecard==0.3.1
scorecard==0.3.0					      <
scorecardModelUtils==0.0.1.0				      <
  						      >	sde==2.0.15
seqinr==3.6-1						      <
Seurat==3.2.0						      |	Seurat==3.2.1
sigr==1.0.6						      |	sigr==1.0.8
  						      >	Simpsons==0.1.0
smotefamily==1.3.1					      <
SNPassoc==1.9-2						      <
soundgen==1.7.0						      |	soundgen==1.8.0
sparkline==2.0						      <
sparseIndexTracking==0.1.1				      <
spgs==1.0-3						      <
spiderbar==0.2.3					      <
spsh==1.1.0						      <
SQUAREM==2020.3						      |	SQUAREM==2020.4
  						      >	SSN==1.1.15
StanHeaders==2.21.0-5					      |	StanHeaders==2.21.0-6
  						      >	stars==0.4-3
  						      >	Stat2Data==2.0.0
statsExpressions==0.4.2					      <
  						      >	StMoMo==0.4.1
stringfish==0.13.3					      |	stringfish==0.14.2
  						      >	striprtf==0.5.2
  						      >	superheat==0.1.0
SuppDists==1.1-9.5					      <
svglite==1.2.3.2					      |	svcm==0.1.2
  						      >	svUnit==1.0.3
systemfonts==0.2.3					      |	systemfit==1.1-24
  						      >	systemfonts==0.3.0
textrank==0.3.0						      <
textreg==0.1.5						      <
textreuse==0.1.5					      <
  						      >	textutils==0.2-0
  						      >	tfprobability==0.11.0.0
tgp==2.4-14						      |	tgp==2.4-16
tidyBF==0.2.1						      |	tidybayes==2.1.1
  						      >	tidygeocoder==1.0.1
  						      >	tidylog==1.0.2
  						      >	tidypredict==0.4.6
tidyr==1.1.1						      |	tidyr==1.1.2
timetk==2.2.0						      |	timetk==2.2.1
titanic==0.1.0						      <
  						      >	tmaptools==3.1
  						      >	tmvnsim==1.0-2
translateR==1.0						      <
tsfeatures==1.0.2					      <...
Read more

v27 - CPU

08 Aug 01:11
5270bc6
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[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/rstats:v27

== Comparing Rscript /tools/r_list_versions.R | sort ==
anytime==0.3.7						      |	anytime==0.3.8
arm==1.11-1						      |	arm==1.11-2
assertive==0.3-5.1					      |	assertive==0.3-6
assertive.datetimes==0.0-2				      |	assertive.datetimes==0.0-3
assertive.reflection==0.0-4.1				      |	assertive.reflection==0.0-5
AUC==0.3.0						      <
  						      >	BatchGetSymbols==2.5.7
  						      >	betareg==3.1-3
binr==1.1						      <
bit==1.1-15.2						      |	bit==4.0.4
bit64==0.9-7.1						      |	bit64==4.0.2
bookdown==0.20						      <
broomExtra==4.0.3					      |	broomExtra==4.0.4
choroplethr==3.6.3					      |	choroplethr==3.6.4
CircStats==0.2-6					      <
clusteval==0.1						      <
  						      >	compareGroups==4.4.3
copCAR==2.0-3						      <
  						      >	cpp11==0.1.0
  						      >	crul==1.0.0
cvAUC==1.1.0						      <
data.table==1.12.8					      |	data.table==1.13.0
data.tree==0.7.11					      |	data.tree==1.0.0
  						      >	DCluster==0.2-7
distributional==0.1.0					      |	distributional==0.2.0
dplyr==1.0.0						      |	dplyr==1.0.1
DT==0.14						      |	DT==0.15
effectsize==0.3.1					      |	effectsize==0.3.2
EMD==1.5.8						      <
Epi==2.40						      |	Epi==2.41
ergm==3.10.4						      <
exact2x2==1.6.4.1					      |	exact2x2==1.6.5
expss==0.10.5						      |	expss==0.10.6
  						      >	fairness==1.1.1
fda==5.1.5						      |	fda==5.1.5.1
ff==2.2-14.2						      |	ff==4.0.2
ffbase==0.12.8						      <
filelock==1.0.2						      <
fivethirtyeight==0.5.0					      |	fivethirtyeight==0.6.1
flashlight==0.7.3					      <
  						      >	FME==1.3.6.1
foghorn==1.2.2						      |	foghorn==1.2.3
fpp==0.5						      <
fs==1.4.2						      |	fs==1.5.0
fUnitRoots==3042.79					      <
GenSA==1.1.7						      <
ggeffects==0.15.0					      |	ggeffects==0.15.1
ggiraphExtra==0.2.9					      <
ggmosaic==0.2.0						      |	ggnewscale==0.4.2
ggnewscale==0.4.1					      <
ggpointdensity==0.1.0					      <
ggspatial==1.1.4					      <
  						      >	ggtext==0.1.0
ggTimeSeries==1.0.1					      <
gistr==0.5.0						      |	gistr==0.9.0
  						      >	glmnetUtils==1.1.5
gsheet==0.4.5						      <
gt==0.2.1						      |	gt==0.2.2
  						      >	haplo.stats==1.7.9
HARModel==1.0						      |	HardyWeinberg==1.6.3
here==0.1						      <
highcharter==0.7.0					      |	highcharter==0.8.2
hmeasure==1.0-2						      <
hts==6.0.0						      |	hts==6.0.1
imputeTS==3.0						      |	imputeTS==3.1
incidence==1.7.1					      |	incidence==1.7.2
intergraph==2.0-2					      <
itertools==0.1-3					      <
jtools==2.1.0						      <
kerasR==0.6.1						      <
lavaan==0.6-6						      |	lavaan==0.6-7
lcmm==1.9.2						      <
lobstr==1.1.1						      <
maxLik==1.3-8						      |	maxLik==1.4-0
mboost==2.9-2						      |	mboost==2.9-3
MCMCpack==1.4-8						      |	MCMCpack==1.4-9
mcmcse==1.4-1						      <
MetricsWeighted==0.5.1					      <
mice==3.10.0						      |	mice==3.11.0
  						      >	minpack.lm==1.2-1
missForest==1.4						      <
missMDA==1.17						      <
mlr3==0.4.0						      |	mlr3==0.5.0
mltest==1.0.1						      <
modeest==2.4.0						      <
modelplotr==1.0.0					      <
MortalitySmooth==2.3.4					      <
MuMIn==1.43.17						      <
  						      >	ncdf4==1.17
ompr==0.8.0						      <
opera==1.1						      <
osmdata==0.1.3						      <
parameters==0.8.0					      |	parameters==0.8.2
parsnip==0.1.2						      |	parsnip==0.1.3
performance==0.4.7					      |	performance==0.4.8
  						      >	pgmm==1.2.4
pins==0.4.3						      <
pls==2.7-2						      |	pls==2.7-3
priceR==0.1.3						      |	priceR==0.1.4
productplots==0.1.1					      <
psych==1.9.12.31					      |	psych==2.0.7
psychTools==1.9.12					      |	psychTools==2.0.6
qualV==0.3-3						      <
quanteda==2.1.0						      |	quanteda==2.1.1
Rblpapi==0.3.10						      <
rdrop2==0.8.1						      |	rdrop2==0.8.2.1
RedditExtractoR==2.1.5					      |	regclass==1.6
rgdal==1.5-12						      |	rgdal==1.5-16
riingo==0.2.0						      |	riingo==0.3.0
rmdformats==0.3.7					      <
rnn==1.4.0						      <
robotstxt==0.7.7					      |	robotstxt==0.7.8
ROI==0.3-3						      <
  						      >	rootSolve==1.8.2.1
rosm==0.2.5						      <
rrcov==1.5-2						      |	rrcov==1.5-5
Rssa==1.0.2						      |	rstan==2.21.2
rstan==2.21.1						      <
rvest==0.3.5						      |	rvest==0.3.6
saccades==0.1-1						      <
SearchTrees==0.5.2					      <
servr==0.17						      |	servr==0.18
settings==0.2.4						      <
  						      >	sfsmisc==1.1-7
sigmoid==0.3.0						      |	sidrar==0.2.5
sn==1.6-2						      <
solitude==1.0.1						      |	SNPassoc==1.9-2
  						      >	sparseIndexTracking==0.1.1
sparsesvd==0.2						      <
speedglm==0.3-2						      <
splitTools==0.2.1					      <
  						      >	spsh==1.1.0
stable==1.1.4						      <
statip==0.2.3						      <
stepPlr==0.93						      <
superheat==0.1.0					      <
survminer==0.4.7					      |	survminer==0.4.8
svcm==0.1.2						      <
svd==0.5						      <
sys==3.3						      |	sys==3.4
textrecipes==0.3.0					      <
themis==0.1.1						      <
tidyr==1.1.0						      |	tidyr==1.1.1
tinytex==0.24						      |	tinytex==0.25
TMB==1.7.16						      |	TMB==1.7.18
trust==0.1-8						      <
tscount==1.4.2						      <
tsibble==0.9.1						      |	tsibble==0.9.2
tsmp==0.4.14						      <
TSPred==4.0						      <
tvd==0.1.0						      <
tweedie==2.3.2						      <
UKgrid==0.1.3						      <
unikn==0.2.0						      <
validate==0.9.3						      <
verification==1.42					      <
wavelets==0.3-0.2					      <
xfun==0.15						      |	xfun==0.16
  						      >	yarrr==0.1.5
zoom==2.0.4						      <
ztable==0.2.0						      <
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
dbus==1.12.16-1						      |	dbus==1.12.20-0+deb10u1
dbus-user-session==1.12.16-1				      |	dbus-user-session==1.12.20-0+deb10u1
glib-networking:amd64==2.58.0-2				      |	glib-networking:amd64==2.58.0-2+deb10u2
glib-networking-common==2.58.0-2			      |	glib-networking-common==2.58.0-2+deb10u2
glib-networking-services==2.58.0-2			      |	glib-networking-services==2.58.0-2+deb10u2
libdbus-1-3:amd64==1.12.16-1				      |	libdbus-1-3:amd64==1.12.20-0+deb10u1
libexif-dev:amd64==0.6.21-5.1+deb10u1			      |	libexif-dev:amd64==0.6.21-5.1+deb10u4
libexif-doc==0.6.21-5.1+deb10u1				      |	libexif-doc==0.6.21-5.1+deb10u4
libexif12:amd64==0.6.21-5.1+deb10u1			      |	libexif12:amd64==0.6.21-5.1+deb10u4
libjson-c-dev:amd64==0.12.1+ds-2			      |	libjson-c-dev:amd64==0.12.1+ds-2+deb10u1
libjson-c3:amd64==0.12.1+ds-2				      |	libjson-c3:amd64==0.12.1+ds-2+deb10u1
libmariadb-dev==1:10.3.22-0+deb10u1			      |	libmariadb-dev==1:10.3.23-0+deb10u1
libmariadb-dev-compat:amd64==1:10.3.22-0+deb10u1	      |	libmariadb-dev-compat:amd64==1:10.3.23-0+deb10u1
libmariadb3:amd64==1:10.3.22-0+deb10u1			      |	libmariadb3:amd64==1:10.3.23-0+deb10u1
libmariadbclient-dev:amd64==1:10.3.22-0+deb10u1		      |	libmariadbclient-dev:amd64==1:10.3.23-0+deb10u1
libmariadbd-dev:amd64==1:10.3.22-0+deb10u1		      |	libmariadbd-dev:amd64==1:10.3.23-0+deb10u1
libmariadbd19:amd64==1:10.3.22-0+deb10u1		      |	libmariadbd19:amd64==1:10.3.23-0+deb10u1
libpython3.7:amd64==3.7.3-2+deb10u1			      |	libpython3.7:amd64==3.7.3-2+deb10u2
libpython3.7-dev:amd64==3.7.3-2+deb10u1			      |	libpython3.7-dev:amd64==3.7.3-2+deb10u2
libpython3.7-minimal:amd64==3.7.3-2+deb10u1		      |	libpython3.7-minimal:amd64==3.7.3-2+deb10u2
libpython3.7-stdlib:amd64==3.7.3-2+deb10u1		      |	libpython3.7-stdlib:amd64==3.7.3-2+deb10u2
openjdk-11-jdk:amd64==11.0.7+10-3~deb10u1		      |	openjdk-11-jdk:amd64==11.0.8+10-1~deb10u1
openjdk-11-jdk-headless:amd64==11.0.7+10-3~deb10u1	      |	openjdk-11-jdk-headless:amd64==11.0.8+10-1~deb10u1
openjdk-11-jre:amd64==11.0.7+10-3~deb10u1		      |	openjdk-11-jre:amd64==11.0.8+10-1~deb10u1
openjdk-11-jre-headless:amd64==11.0.7+10-3~deb10u1	      |	openjdk-11-jre-headless:amd64==11.0.8+10-1~deb10u1
python3.7==3.7.3-2+deb10u1				      |	python3.7==3.7.3-2+deb10u2
python3.7-dev==3.7.3-2+deb10u1				      |	python3.7-dev==3.7.3-2+deb10u2
python3.7-minimal==3.7.3-2+deb10u1			      |	python3.7-minimal==3.7.3-2+deb10u2
python3.7-venv==3.7.3-2+deb10u1				      |	python3.7-venv==3.7.3-2+deb10u2

v27 - GPU

08 Aug 01:11
5270bc6
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:v27

== Comparing Rscript /tools/r_list_versions.R | sort ==
anytime==0.3.7						      |	anytime==0.3.8
arm==1.11-1						      |	arm==1.11-2
assertive==0.3-5.1					      |	assertive==0.3-6
assertive.datetimes==0.0-2				      |	assertive.datetimes==0.0-3
assertive.reflection==0.0-4.1				      |	assertive.reflection==0.0-5
AUC==0.3.0						      <
  						      >	BatchGetSymbols==2.5.7
  						      >	betareg==3.1-3
binr==1.1						      <
bit==1.1-15.2						      |	bit==4.0.4
bit64==0.9-7.1						      |	bit64==4.0.2
bookdown==0.20						      <
broomExtra==4.0.3					      |	broomExtra==4.0.4
choroplethr==3.6.3					      |	choroplethr==3.6.4
CircStats==0.2-6					      <
clusteval==0.1						      <
  						      >	compareGroups==4.4.3
copCAR==2.0-3						      <
  						      >	cpp11==0.1.0
  						      >	crul==1.0.0
cvAUC==1.1.0						      <
data.table==1.12.8					      |	data.table==1.13.0
data.tree==0.7.11					      |	data.tree==1.0.0
  						      >	DCluster==0.2-7
distributional==0.1.0					      |	distributional==0.2.0
dplyr==1.0.0						      |	dplyr==1.0.1
DT==0.14						      |	DT==0.15
effectsize==0.3.1					      |	effectsize==0.3.2
EMD==1.5.8						      <
Epi==2.40						      |	Epi==2.41
ergm==3.10.4						      <
exact2x2==1.6.4.1					      |	exact2x2==1.6.5
expss==0.10.5						      |	expss==0.10.6
  						      >	fairness==1.1.1
fda==5.1.5						      |	fda==5.1.5.1
ff==2.2-14.2						      |	ff==4.0.2
ffbase==0.12.8						      <
filelock==1.0.2						      <
fivethirtyeight==0.5.0					      |	fivethirtyeight==0.6.1
flashlight==0.7.3					      <
  						      >	FME==1.3.6.1
foghorn==1.2.2						      |	foghorn==1.2.3
fpp==0.5						      <
fs==1.4.2						      |	fs==1.5.0
fUnitRoots==3042.79					      <
GenSA==1.1.7						      <
ggeffects==0.15.0					      |	ggeffects==0.15.1
ggiraphExtra==0.2.9					      <
ggmosaic==0.2.0						      |	ggnewscale==0.4.2
ggnewscale==0.4.1					      <
ggpointdensity==0.1.0					      <
ggspatial==1.1.4					      <
  						      >	ggtext==0.1.0
ggTimeSeries==1.0.1					      <
gistr==0.5.0						      |	gistr==0.9.0
  						      >	glmnetUtils==1.1.5
gsheet==0.4.5						      <
gt==0.2.1						      |	gt==0.2.2
  						      >	haplo.stats==1.7.9
HARModel==1.0						      |	HardyWeinberg==1.6.3
here==0.1						      <
highcharter==0.7.0					      |	highcharter==0.8.2
hmeasure==1.0-2						      <
hts==6.0.0						      |	hts==6.0.1
imputeTS==3.0						      |	imputeTS==3.1
incidence==1.7.1					      |	incidence==1.7.2
intergraph==2.0-2					      <
itertools==0.1-3					      <
jtools==2.1.0						      <
kerasR==0.6.1						      <
lavaan==0.6-6						      |	lavaan==0.6-7
lcmm==1.9.2						      <
lobstr==1.1.1						      <
maxLik==1.3-8						      |	maxLik==1.4-0
mboost==2.9-2						      |	mboost==2.9-3
MCMCpack==1.4-8						      |	MCMCpack==1.4-9
mcmcse==1.4-1						      <
MetricsWeighted==0.5.1					      <
mice==3.10.0						      |	mice==3.11.0
  						      >	minpack.lm==1.2-1
missForest==1.4						      <
missMDA==1.17						      <
mlr3==0.4.0						      |	mlr3==0.5.0
mltest==1.0.1						      <
modeest==2.4.0						      <
modelplotr==1.0.0					      <
MortalitySmooth==2.3.4					      <
MuMIn==1.43.17						      <
  						      >	ncdf4==1.17
ompr==0.8.0						      <
opera==1.1						      <
osmdata==0.1.3						      <
parameters==0.8.0					      |	parameters==0.8.2
parsnip==0.1.2						      |	parsnip==0.1.3
performance==0.4.7					      |	performance==0.4.8
  						      >	pgmm==1.2.4
pins==0.4.3						      <
pls==2.7-2						      |	pls==2.7-3
priceR==0.1.3						      |	priceR==0.1.4
productplots==0.1.1					      <
psych==1.9.12.31					      |	psych==2.0.7
psychTools==1.9.12					      |	psychTools==2.0.6
qualV==0.3-3						      <
quanteda==2.1.0						      |	quanteda==2.1.1
Rblpapi==0.3.10						      <
rdrop2==0.8.1						      |	rdrop2==0.8.2.1
RedditExtractoR==2.1.5					      |	regclass==1.6
rgdal==1.5-12						      |	rgdal==1.5-16
riingo==0.2.0						      |	riingo==0.3.0
rmdformats==0.3.7					      <
rnn==1.4.0						      <
robotstxt==0.7.7					      |	robotstxt==0.7.8
ROI==0.3-3						      <
  						      >	rootSolve==1.8.2.1
rosm==0.2.5						      <
rrcov==1.5-2						      |	rrcov==1.5-5
Rssa==1.0.2						      |	rstan==2.21.2
rstan==2.21.1						      <
rvest==0.3.5						      |	rvest==0.3.6
saccades==0.1-1						      <
SearchTrees==0.5.2					      <
servr==0.17						      |	servr==0.18
settings==0.2.4						      <
  						      >	sfsmisc==1.1-7
sigmoid==0.3.0						      |	sidrar==0.2.5
sn==1.6-2						      <
solitude==1.0.1						      |	SNPassoc==1.9-2
  						      >	sparseIndexTracking==0.1.1
sparsesvd==0.2						      <
speedglm==0.3-2						      <
splitTools==0.2.1					      <
  						      >	spsh==1.1.0
stable==1.1.4						      <
statip==0.2.3						      <
stepPlr==0.93						      <
superheat==0.1.0					      <
survminer==0.4.7					      |	survminer==0.4.8
svcm==0.1.2						      <
svd==0.5						      <
sys==3.3						      |	sys==3.4
textrecipes==0.3.0					      <
themis==0.1.1						      <
tidyr==1.1.0						      |	tidyr==1.1.1
tinytex==0.24						      |	tinytex==0.25
TMB==1.7.16						      |	TMB==1.7.18
trust==0.1-8						      <
tscount==1.4.2						      <
tsibble==0.9.1						      |	tsibble==0.9.2
tsmp==0.4.14						      <
TSPred==4.0						      <
tvd==0.1.0						      <
tweedie==2.3.2						      <
UKgrid==0.1.3						      <
unikn==0.2.0						      <
validate==0.9.3						      <
verification==1.42					      <
wavelets==0.3-0.2					      <
xfun==0.15						      |	xfun==0.16
  						      >	yarrr==0.1.5
zoom==2.0.4						      <
ztable==0.2.0						      <
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
dbus==1.12.16-1						      |	dbus==1.12.20-0+deb10u1
dbus-user-session==1.12.16-1				      |	dbus-user-session==1.12.20-0+deb10u1
glib-networking:amd64==2.58.0-2				      |	glib-networking:amd64==2.58.0-2+deb10u2
glib-networking-common==2.58.0-2			      |	glib-networking-common==2.58.0-2+deb10u2
glib-networking-services==2.58.0-2			      |	glib-networking-services==2.58.0-2+deb10u2
libdbus-1-3:amd64==1.12.16-1				      |	libdbus-1-3:amd64==1.12.20-0+deb10u1
libexif-dev:amd64==0.6.21-5.1+deb10u1			      |	libexif-dev:amd64==0.6.21-5.1+deb10u4
libexif-doc==0.6.21-5.1+deb10u1				      |	libexif-doc==0.6.21-5.1+deb10u4
libexif12:amd64==0.6.21-5.1+deb10u1			      |	libexif12:amd64==0.6.21-5.1+deb10u4
libjson-c-dev:amd64==0.12.1+ds-2			      |	libjson-c-dev:amd64==0.12.1+ds-2+deb10u1
libjson-c3:amd64==0.12.1+ds-2				      |	libjson-c3:amd64==0.12.1+ds-2+deb10u1
libmariadb-dev==1:10.3.22-0+deb10u1			      |	libmariadb-dev==1:10.3.23-0+deb10u1
libmariadb-dev-compat:amd64==1:10.3.22-0+deb10u1	      |	libmariadb-dev-compat:amd64==1:10.3.23-0+deb10u1
libmariadb3:amd64==1:10.3.22-0+deb10u1			      |	libmariadb3:amd64==1:10.3.23-0+deb10u1
libmariadbclient-dev:amd64==1:10.3.22-0+deb10u1		      |	libmariadbclient-dev:amd64==1:10.3.23-0+deb10u1
libmariadbd-dev:amd64==1:10.3.22-0+deb10u1		      |	libmariadbd-dev:amd64==1:10.3.23-0+deb10u1
libmariadbd19:amd64==1:10.3.22-0+deb10u1		      |	libmariadbd19:amd64==1:10.3.23-0+deb10u1
libpython3.7:amd64==3.7.3-2+deb10u1			      |	libpython3.7:amd64==3.7.3-2+deb10u2
libpython3.7-dev:amd64==3.7.3-2+deb10u1			      |	libpython3.7-dev:amd64==3.7.3-2+deb10u2
libpython3.7-minimal:amd64==3.7.3-2+deb10u1		      |	libpython3.7-minimal:amd64==3.7.3-2+deb10u2
libpython3.7-stdlib:amd64==3.7.3-2+deb10u1		      |	libpython3.7-stdlib:amd64==3.7.3-2+deb10u2
openjdk-11-jdk:amd64==11.0.7+10-3~deb10u1		      |	openjdk-11-jdk:amd64==11.0.8+10-1~deb10u1
openjdk-11-jdk-headless:amd64==11.0.7+10-3~deb10u1	      |	openjdk-11-jdk-headless:amd64==11.0.8+10-1~deb10u1
openjdk-11-jre:amd64==11.0.7+10-3~deb10u1		      |	openjdk-11-jre:amd64==11.0.8+10-1~deb10u1
openjdk-11-jre-headless:amd64==11.0.7+10-3~deb10u1	      |	openjdk-11-jre-headless:amd64==11.0.8+10-1~deb10u1
python3.7==3.7.3-2+deb10u1				      |	python3.7==3.7.3-2+deb10u2
python3.7-dev==3.7.3-2+deb10u1				      |	python3.7-dev==3.7.3-2+deb10u2
python3.7-minimal==3.7.3-2+deb10u1			      |	python3.7-minimal==3.7.3-2+deb10u2
python3.7-venv==3.7.3-2+deb10u1				      |	python3.7-venv==3.7.3-2+deb10u2

v26 - GPU

27 Jul 17:35
095061d
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:v26

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	alr3==2.0.8
  						      >	anomalize==0.2.1
arsenal==3.4.0						      |	arsenal==3.5.0
ash==1.0-15						      |	arulesViz==1.3-3
assertive==0.3-5					      |	assertive==0.3-5.1
assertive.reflection==0.0-4				      |	assertive.reflection==0.0-4.1
BatchGetSymbols==2.5.7					      <
bayestestR==0.7.0					      |	bayesQR==2.3
  						      >	bayestestR==0.7.2
betareg==3.1-3						      <
biglm==0.9-2						      <
bit64==0.9-7						      |	bit64==0.9-7.1
broom==0.5.6						      |	broom==0.7.0
BSDA==1.2.0						      <
calibrate==1.7.7					      <
  						      >	CARBayes==5.2
  						      >	CARBayesdata==2.1
catboost==0.12.1.1					      |	catboost==0.23.2
changepoint==2.2.2					      <
  						      >	circlize==0.4.10
  						      >	cleaner==1.5.0
clusterCrit==1.2.8					      <
clValid==0.6-8						      |	clValid==0.6-9
  						      >	coefplot==1.2.6
CompQuadForm==1.4.3					      <
  						      >	conquer==1.0.1
  						      >	corrr==0.4.2
csv==0.5.9						      <
  						      >	d3Tree==0.2.0
deldir==0.1-25						      |	deldir==0.1-28
DescTools==0.99.36					      |	DescTools==0.99.37
devtools==2.3.0						      |	devtools==2.3.1
dials==0.0.7						      |	dials==0.0.8
  						      >	dispmod==1.2
dLagM==1.1.3						      |	dLagM==1.1.4
emdbook==1.3.12						      <
epiDisplay==3.5.0.1					      <
ergm.count==3.4.0					      <
  						      >	Exact==2.0
  						      >	exact2x2==1.6.4.1
  						      >	exactci==1.3-3
expm==0.999-4						      |	expm==0.999-5
  						      >	fanplot==3.4.2
  						      >	fastAdaboost==1.0.0
fda==5.1.4						      |	fda==5.1.5
  						      >	fingerprint==3.5.7
  						      >	FinTS==0.4-6
foghorn==1.2.1						      |	foghorn==1.2.2
forecTheta==2.2						      <
FSelectorRcpp==0.3.3					      |	FSA==0.8.30
  						      >	FSAdata==0.3.8
FunCluster==1.09					      <
future==1.17.0						      |	future==1.18.0
gbm==2.1.5						      |	gbm==2.1.8
  						      >	gee==4.13-20
  						      >	geojsonR==1.0.8
  						      >	geojsonsf==2.0.0
GeoTcgaData==0.2.4					      |	ggalluvial==0.12.0
ggalluvial==0.11.3					      <
ggalt==0.4.0						      <
  						      >	ggjoy==0.4.1
ggspatial==1.1.3					      |	ggspatial==1.1.4
googlesheets4==0.2.0					      <
gramEvol==2.1-3						      <
GuessCompx==1.0.3					      <
housingData==0.3.0					      <
httr==1.4.1						      |	httr==1.4.2
ids==1.0.1						      |	ica==1.0-2
import==1.1.0						      <
infer==0.5.2						      |	infer==0.5.3
insight==0.8.5						      |	insight==0.9.0
IRkernel==1.1						      |	IRkernel==1.1.1.9000
ivpack==1.2						      <
  						      >	jsonify==1.2.1
  						      >	leiden==0.3.3
loo==2.3.0						      |	loo==2.3.1
lpdensity==1.0						      <
mdsr==0.1.7						      <
  						      >	memisc==0.99.25.6
mgsub==1.7.1						      |	mgsub==1.7.2
mice==3.9.0						      |	mice==3.10.0
mlr3==0.3.0						      |	mlr3==0.4.0
  						      >	mlr3learners==0.2.0
mlr3misc==0.3.0						      |	mlr3misc==0.4.0
  						      >	mlr3pipelines==0.1.3
moderndive==0.4.0					      |	moderndive==0.5.0
mondate==0.10.01.02					      <
  						      >	nbconvertR==1.3.2
ncvreg==3.11.2						      |	ncvreg==3.12.0
networkDynamic==0.10.1					      <
  						      >	osmar==1.1-7
packcircles==0.3.3					      <
paradox==0.3.0						      |	paradox==0.4.0
partykit==1.2-8						      |	partykit==1.2-9
penalized==0.9-51					      <
pillar==1.4.4						      |	pillar==1.4.6
pins==0.4.2						      |	pins==0.4.3
pkgbuild==1.0.8						      |	pkgbuild==1.1.0
  						      >	PlackettLuce==0.2-9
prettydoc==0.3.1					      <
probably==0.0.6						      <
proj4==1.0-10						      <
  						      >	psoptim==1.0
  						      >	psychotools==0.5-1
  						      >	psychotree==0.15-3
qqman==0.1.4						      |	qs==0.23.2
qs==0.22.1						      <
qtl==1.46-2						      <
qtlcharts==0.11-6					      <
  						      >	qualV==0.3-3
quantreg==5.55						      |	quantreg==5.61
radiant==1.3.2						      |	ramify==0.3.3
radiant.basics==1.3.4					      <
radiant.data==1.3.9					      <
radiant.design==1.3.5					      <
radiant.model==1.3.10					      <
radiant.multivariate==1.3.5				      <
randomizr==0.20.0					      |	randomForestSRC==2.9.3
raster==3.3-7						      |	raster==3.3-13
RcppArmadillo==0.9.900.1.0				      |	RcppArmadillo==0.9.900.2.0
RcppCNPy==0.2.10					      <
rddensity==1.0						      <
rdlocrand==0.6						      <
rdrobust==0.99.8					      <
remotes==2.1.1						      |	remotes==2.2.0
rENA==0.2.0.1						      <
reporttools==1.1.2					      <
rlang==0.4.6						      |	rlang==0.4.7
rmio==0.1.3						      |	rmio==0.2.0
rms==6.0-0						      |	rms==6.0-1
roll==1.1.5						      |	roll==1.1.6
rstanarm==2.19.3					      |	rstanarm==2.21.1
  						      >	rsvd==1.0.3
rtiff==1.4.7						      <
rugarch==1.4-2						      |	rugarch==1.4-4
runner==0.3.7						      <
  						      >	sciplot==1.2-0
  						      >	sctransform==0.2.1
sf==0.9-4						      |	Seurat==3.2.0
  						      >	sf==0.9-5
  						      >	sfheaders==0.2.2
  						      >	shapefiles==0.7
shinyAce==0.4.1						      |	shinyBS==0.61
shinyFiles==0.8.0					      <
showtext==0.8-1						      <
showtextdb==3.0						      <
simputation==0.2.4					      <
slider==0.1.4						      |	slider==0.1.5
  						      >	soundgen==1.7.0
sparklyr==1.3.0						      |	sparklyr==1.3.1
  						      >	ssanv==1.1
  						      >	statebins==1.4.0
statnet==2019.6						      <
  						      >	StatPerMeCo==0.1.0
stringdist==0.9.5.5					      |	stringdist==0.9.6
stringfish==0.13.2					      |	stringfish==0.13.3
sunburstR==2.1.4					      <
sweep==0.2.2						      |	sweep==0.2.3
sysfonts==0.8.1						      <
tergm==3.6.1						      <
textrecipes==0.2.3					      |	textrecipes==0.3.0
  						      >	tfhub==0.8.0
tibble==3.0.2						      |	tibble==3.0.3
tibbletime==0.1.5					      |	tibbletime==0.1.6
tidylog==1.0.2						      <
tidymodels==0.1.0					      <
tidyposterior==0.0.3					      <
tidypredict==0.4.5					      <
tidytext==0.2.4						      |	tidytext==0.2.5
tigris==0.9.4						      |	tigris==1.0
timetk==2.1.0						      |	timetk==2.2.0
tsna==0.3.1						      <
tune==0.1.0						      |	tune==0.1.1
  						      >	twitteR==1.1.9
unpivotr==0.6.0						      <
usdm==1.1-18						      <
vctrs==0.3.1						      |	vctrs==0.3.2
  						      >	VIF==1.0
visreg==2.7.0						      <
wakefield==0.3.3					      <
xray==0.2						      |	xplorerr==0.1.1
yardstick==0.0.6					      |	yardstick==0.0.7
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libavcodec-dev:amd64==7:4.1.4-1~deb10u1			      |	libavcodec-dev:amd64==7:4.1.6-1~deb10u1
libavcodec58:amd64==7:4.1.4-1~deb10u1			      |	libavcodec58:amd64==7:4.1.6-1~deb10u1
libavformat-dev:amd64==7:4.1.4-1~deb10u1		      |	libavformat-dev:amd64==7:4.1.6-1~deb10u1
libavformat58:amd64==7:4.1.4-1~deb10u1			      |	libavformat58:amd64==7:4.1.6-1~deb10u1
libavresample-dev:amd64==7:4.1.4-1~deb10u1		      |	libavresample-dev:amd64==7:4.1.6-1~deb10u1
libavresample4:amd64==7:4.1.4-1~deb10u1			      |	libavresample4:amd64==7:4.1.6-1~deb10u1
libavutil-dev:amd64==7:4.1.4-1~deb10u1			      |	libavutil-dev:amd64==7:4.1.6-1~deb10u1
libavutil56:amd64==7:4.1.4-1~deb10u1			      |	libavutil56:amd64==7:4.1.6-1~deb10u1
libnss3:amd64==2:3.42.1-1+deb10u2			      |	libnss3:amd64==2:3.42.1-1+deb10u3
libopenmpt0:amd64==0.4.3-1				      |	libopenmpt0:amd64==0.4.3-1+deb10u1
libswresample-dev:amd64==7:4.1.4-1~deb10u1		      |	libswresample-dev:amd64==7:4.1.6-1~deb10u1
libswresample3:amd64==7:4.1.4-1~deb10u1			      |	libswresample3:amd64==7:4.1.6-1~deb10u1
libswscale-dev:amd64==7:4.1.4-1~deb10u1			      |	libswscale-dev:amd64==7:4.1.6-1~deb10u1
libswscale5:amd64==7:4.1.4-1~deb10u1			      |	libswscale5:amd64==7:4.1.6-1~deb10u1

v26 - CPU

27 Jul 17:35
095061d
Compare
Choose a tag to compare

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

gcr.io/kaggle-images/rstats:v26

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	alr3==2.0.8
  						      >	anomalize==0.2.1
arsenal==3.4.0						      |	arsenal==3.5.0
ash==1.0-15						      |	arulesViz==1.3-3
assertive==0.3-5					      |	assertive==0.3-5.1
assertive.reflection==0.0-4				      |	assertive.reflection==0.0-4.1
BatchGetSymbols==2.5.7					      <
bayestestR==0.7.0					      |	bayesQR==2.3
  						      >	bayestestR==0.7.2
betareg==3.1-3						      <
biglm==0.9-2						      <
bit64==0.9-7						      |	bit64==0.9-7.1
broom==0.5.6						      |	broom==0.7.0
BSDA==1.2.0						      <
calibrate==1.7.7					      <
  						      >	CARBayes==5.2
  						      >	CARBayesdata==2.1
catboost==0.12.1.1					      |	catboost==0.23.2
changepoint==2.2.2					      <
  						      >	circlize==0.4.10
  						      >	cleaner==1.5.0
clusterCrit==1.2.8					      <
clValid==0.6-8						      |	clValid==0.6-9
  						      >	coefplot==1.2.6
CompQuadForm==1.4.3					      <
  						      >	conquer==1.0.1
  						      >	corrr==0.4.2
csv==0.5.9						      <
  						      >	d3Tree==0.2.0
deldir==0.1-25						      |	deldir==0.1-28
DescTools==0.99.36					      |	DescTools==0.99.37
devtools==2.3.0						      |	devtools==2.3.1
dials==0.0.7						      |	dials==0.0.8
  						      >	dispmod==1.2
dLagM==1.1.3						      |	dLagM==1.1.4
emdbook==1.3.12						      <
epiDisplay==3.5.0.1					      <
ergm.count==3.4.0					      <
  						      >	Exact==2.0
  						      >	exact2x2==1.6.4.1
  						      >	exactci==1.3-3
expm==0.999-4						      |	expm==0.999-5
  						      >	fanplot==3.4.2
  						      >	fastAdaboost==1.0.0
fda==5.1.4						      |	fda==5.1.5
  						      >	fingerprint==3.5.7
  						      >	FinTS==0.4-6
foghorn==1.2.1						      |	foghorn==1.2.2
forecTheta==2.2						      <
FSelectorRcpp==0.3.3					      |	FSA==0.8.30
  						      >	FSAdata==0.3.8
FunCluster==1.09					      <
future==1.17.0						      |	future==1.18.0
gbm==2.1.5						      |	gbm==2.1.8
  						      >	gee==4.13-20
  						      >	geojsonR==1.0.8
  						      >	geojsonsf==2.0.0
GeoTcgaData==0.2.4					      |	ggalluvial==0.12.0
ggalluvial==0.11.3					      <
ggalt==0.4.0						      <
  						      >	ggjoy==0.4.1
ggspatial==1.1.3					      |	ggspatial==1.1.4
googlesheets4==0.2.0					      <
gramEvol==2.1-3						      <
GuessCompx==1.0.3					      <
housingData==0.3.0					      <
httr==1.4.1						      |	httr==1.4.2
ids==1.0.1						      |	ica==1.0-2
import==1.1.0						      <
infer==0.5.2						      |	infer==0.5.3
insight==0.8.5						      |	insight==0.9.0
IRkernel==1.1						      |	IRkernel==1.1.1.9000
ivpack==1.2						      <
  						      >	jsonify==1.2.1
  						      >	leiden==0.3.3
loo==2.3.0						      |	loo==2.3.1
lpdensity==1.0						      <
mdsr==0.1.7						      <
  						      >	memisc==0.99.25.6
mgsub==1.7.1						      |	mgsub==1.7.2
mice==3.9.0						      |	mice==3.10.0
mlr3==0.3.0						      |	mlr3==0.4.0
  						      >	mlr3learners==0.2.0
mlr3misc==0.3.0						      |	mlr3misc==0.4.0
  						      >	mlr3pipelines==0.1.3
moderndive==0.4.0					      |	moderndive==0.5.0
mondate==0.10.01.02					      <
  						      >	nbconvertR==1.3.2
ncvreg==3.11.2						      |	ncvreg==3.12.0
networkDynamic==0.10.1					      <
  						      >	osmar==1.1-7
packcircles==0.3.3					      <
paradox==0.3.0						      |	paradox==0.4.0
partykit==1.2-8						      |	partykit==1.2-9
penalized==0.9-51					      <
pillar==1.4.4						      |	pillar==1.4.6
pins==0.4.2						      |	pins==0.4.3
pkgbuild==1.0.8						      |	pkgbuild==1.1.0
  						      >	PlackettLuce==0.2-9
prettydoc==0.3.1					      <
probably==0.0.6						      <
proj4==1.0-10						      <
  						      >	psoptim==1.0
  						      >	psychotools==0.5-1
  						      >	psychotree==0.15-3
qqman==0.1.4						      |	qs==0.23.2
qs==0.22.1						      <
qtl==1.46-2						      <
qtlcharts==0.11-6					      <
  						      >	qualV==0.3-3
quantreg==5.55						      |	quantreg==5.61
radiant==1.3.2						      |	ramify==0.3.3
radiant.basics==1.3.4					      <
radiant.data==1.3.9					      <
radiant.design==1.3.5					      <
radiant.model==1.3.10					      <
radiant.multivariate==1.3.5				      <
randomizr==0.20.0					      |	randomForestSRC==2.9.3
raster==3.3-7						      |	raster==3.3-13
RcppArmadillo==0.9.900.1.0				      |	RcppArmadillo==0.9.900.2.0
RcppCNPy==0.2.10					      <
rddensity==1.0						      <
rdlocrand==0.6						      <
rdrobust==0.99.8					      <
remotes==2.1.1						      |	remotes==2.2.0
rENA==0.2.0.1						      <
reporttools==1.1.2					      <
rlang==0.4.6						      |	rlang==0.4.7
rmio==0.1.3						      |	rmio==0.2.0
rms==6.0-0						      |	rms==6.0-1
roll==1.1.5						      |	roll==1.1.6
rstanarm==2.19.3					      |	rstanarm==2.21.1
  						      >	rsvd==1.0.3
rtiff==1.4.7						      <
rugarch==1.4-2						      |	rugarch==1.4-4
runner==0.3.7						      <
  						      >	sciplot==1.2-0
  						      >	sctransform==0.2.1
sf==0.9-4						      |	Seurat==3.2.0
  						      >	sf==0.9-5
  						      >	sfheaders==0.2.2
  						      >	shapefiles==0.7
shinyAce==0.4.1						      |	shinyBS==0.61
shinyFiles==0.8.0					      <
showtext==0.8-1						      <
showtextdb==3.0						      <
simputation==0.2.4					      <
slider==0.1.4						      |	slider==0.1.5
  						      >	soundgen==1.7.0
sparklyr==1.3.0						      |	sparklyr==1.3.1
  						      >	ssanv==1.1
  						      >	statebins==1.4.0
statnet==2019.6						      <
  						      >	StatPerMeCo==0.1.0
stringdist==0.9.5.5					      |	stringdist==0.9.6
stringfish==0.13.2					      |	stringfish==0.13.3
sunburstR==2.1.4					      <
sweep==0.2.2						      |	sweep==0.2.3
sysfonts==0.8.1						      <
tergm==3.6.1						      <
textrecipes==0.2.3					      |	textrecipes==0.3.0
  						      >	tfhub==0.8.0
tibble==3.0.2						      |	tibble==3.0.3
tibbletime==0.1.5					      |	tibbletime==0.1.6
tidylog==1.0.2						      <
tidymodels==0.1.0					      <
tidyposterior==0.0.3					      <
tidypredict==0.4.5					      <
tidytext==0.2.4						      |	tidytext==0.2.5
tigris==0.9.4						      |	tigris==1.0
timetk==2.1.0						      |	timetk==2.2.0
tsna==0.3.1						      <
tune==0.1.0						      |	tune==0.1.1
  						      >	twitteR==1.1.9
unpivotr==0.6.0						      <
usdm==1.1-18						      <
vctrs==0.3.1						      |	vctrs==0.3.2
  						      >	VIF==1.0
visreg==2.7.0						      <
wakefield==0.3.3					      <
xray==0.2						      |	xplorerr==0.1.1
yardstick==0.0.6					      |	yardstick==0.0.7
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libavcodec-dev:amd64==7:4.1.4-1~deb10u1			      |	libavcodec-dev:amd64==7:4.1.6-1~deb10u1
libavcodec58:amd64==7:4.1.4-1~deb10u1			      |	libavcodec58:amd64==7:4.1.6-1~deb10u1
libavformat-dev:amd64==7:4.1.4-1~deb10u1		      |	libavformat-dev:amd64==7:4.1.6-1~deb10u1
libavformat58:amd64==7:4.1.4-1~deb10u1			      |	libavformat58:amd64==7:4.1.6-1~deb10u1
libavresample-dev:amd64==7:4.1.4-1~deb10u1		      |	libavresample-dev:amd64==7:4.1.6-1~deb10u1
libavresample4:amd64==7:4.1.4-1~deb10u1			      |	libavresample4:amd64==7:4.1.6-1~deb10u1
libavutil-dev:amd64==7:4.1.4-1~deb10u1			      |	libavutil-dev:amd64==7:4.1.6-1~deb10u1
libavutil56:amd64==7:4.1.4-1~deb10u1			      |	libavutil56:amd64==7:4.1.6-1~deb10u1
libnss3:amd64==2:3.42.1-1+deb10u2			      |	libnss3:amd64==2:3.42.1-1+deb10u3
libopenmpt0:amd64==0.4.3-1				      |	libopenmpt0:amd64==0.4.3-1+deb10u1
libswresample-dev:amd64==7:4.1.4-1~deb10u1		      |	libswresample-dev:amd64==7:4.1.6-1~deb10u1
libswresample3:amd64==7:4.1.4-1~deb10u1			      |	libswresample3:amd64==7:4.1.6-1~deb10u1
libswscale-dev:amd64==7:4.1.4-1~deb10u1			      |	libswscale-dev:amd64==7:4.1.6-1~deb10u1
libswscale5:amd64==7:4.1.4-1~deb10u1			      |	libswscale5:amd64==7:4.1.6-1~deb10u1

v24 - GPU

30 Jun 19:35
b57b7e8
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[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/rstats:v25

== Comparing Rscript /tools/r_list_versions.R | sort ==
                                                            > antiword==1.3
                                                            > ape==5.4
                                                            > arulesViz==1.3-3
                                                            > bannerCommenter==0.1.1
base64==2.0                                                   <
bayestestR==0.6.0                                             | bayestestR==0.7.0
                                                            > bibliometrix==3.0.2
bookdown==0.19                                                | bookdown==0.20
                                                            > Boom==0.9.6
                                                            > BoomSpikeSlab==1.2.3
breakDown==0.2.0                                              | BradleyTerry2==1.1-2
                                                            > brglm==0.6.2
                                                            > brms==2.13.0
broomExtra==4.0.2                                             | broomExtra==4.0.3
                                                            > bsts==0.9.5
calibrate==1.7.6                                              | calibrate==1.7.7
                                                            > CausalImpact==1.2.4
clValid==0.6-7                                                | clValid==0.6-8
collapsibleTree==0.1.7                                        | colordistance==1.1.0
compare==0.2-6                                                <
correlation==0.2.1                                            | corpus==0.10.1
                                                            > correlation==0.3.0
corrr==0.4.2                                                  | countcolors==0.9.1
dbarts==0.9-18                                                <
                                                            > dimensionsR==0.0.1
docopt==0.6.1                                                 | docopt==0.7.1
DT==0.13                                                      | DT==0.14
echarts4r==0.2.3                                              | echarts4r==0.3.2
egg==0.4.5                                                    <
                                                            > emdist==0.3-1
                                                            > epitools==0.5-10.1
                                                            > esquisse==0.3.0
FactoInvestigate==1.6                                         <
flashlight==0.7.2                                             | flashlight==0.7.3
fpc==2.2-5                                                    | fpc==2.2-6
gdalUtils==2.0.3.2                                            <
geojsonR==1.0.8                                               | geojsonsf==2.0.0
geojsonsf==1.3.3                                              <
                                                            > ggdist==2.1.1
ggforce==0.3.1                                                | ggforce==0.3.2
ggplot2==3.3.1.9000                                           | ggplot2==3.3.2.9000
ggpmisc==0.3.5                                                <
                                                            > ggseas==0.5.4
                                                            > ggspatial==1.1.3
gower==0.2.1                                                  | gower==0.2.2
heatmaply==1.1.0                                              <
htmlTable==1.13.3                                             | htmlTable==2.0.0
ica==1.0-2                                                    <
iml==0.10.0                                                   <
ipmisc==3.0.0                                                 | ipmisc==3.1.0
isoband==0.2.1                                                | isoband==0.2.2
                                                            > itsmr==1.9
jtools==2.0.5                                                 | jtools==2.1.0
knitr==1.28                                                   | knitr==1.29
lavaanPlot==0.5.1                                             <
leafsync==0.1.0                                               <
LiblineaR==2.10-8                                             <
logistf==1.23                                                 <
logisticPCA==0.2                                              <
                                                            > lomb==1.2
magick==2.3                                                   | magick==2.4.0
                                                            > mapview==2.7.8
                                                            > MBA==0.0-9
missRanger==2.1.0                                             | missSBM==0.2.1
mixtools==1.2.0                                               <
modeldata==0.0.1                                              | modeldata==0.0.2
                                                            > monitoR==1.0.7
ncvreg==3.11.2                                                | ndjson==0.8.0
ndtv==0.13.0                                                  <
NHMSAR==1.17                                                  <
nls2==0.2                                                     <
                                                            > numbers==0.7-5
odbc==1.2.2                                                   | odbc==1.2.3
openair==2.7-2                                                | openair==2.7-4
OpenImageR==1.1.6                                             | OpenImageR==1.1.7
parallelSVM==0.1-9                                            <
patchwork==1.0.0.9000                                         | patchwork==1.0.1.9000
perturb==2.10                                                 <
pgmm==1.2.4                                                   <
pingr==2.0.0                                                  | pingr==2.0.1
priceR==0.1.2                                                 | priceR==0.1.3
                                                            > profileModel==0.6.0
                                                            > pubmedR==0.0.2
qualtRics==3.1.3                                              <
                                                            > QuantPsyc==1.5
                                                            > randtests==1.0
recipes==0.1.12                                               | recipes==0.1.13
recommenderlab==0.2-5                                         | recommenderlab==0.2-6
                                                            > rentrez==1.2.2
rmarkdown==2.2                                                | rmarkdown==2.3
                                                            > robustfa==1.0-5
                                                            > rosm==0.2.5
                                                            > rscopus==0.6.6
rstatix==0.5.0                                                | rstatix==0.6.0
Rvcg==0.19.1                                                  <
                                                            > satellite==1.0.2
schrute==0.2.1                                                <
segmented==1.1-0                                              | segmented==1.2-0
semTools==0.5-3                                               <
shiny==1.4.0.2                                                | shiny==1.5.0
shinyjqui==0.3.3                                              <
solitude==0.2.1                                               <
                                                            > sparkline==2.0
stars==0.4-1                                                  <
statsExpressions==0.4.1                                       | statsExpressions==0.4.2
SUE==1.0                                                      <
                                                            > textreuse==0.1.5
tibbletime==0.1.4                                             | tibbletime==0.1.5
tidybayes==2.0.3                                              | tidybayes==2.1.1
tidyBF==0.2.0                                                 | tidyBF==0.2.1
                                                            > tidyjson==0.3.1
tinytex==0.23                                                 | tinytex==0.24
tis==1.38                                                     | titanic==0.1.0
tmap==3.0                                                     <
tmaptools==3.0                                                <
transformr==0.1.1                                             | transformr==0.1.2
tsibble==0.9.0                                                | tsibble==0.9.1
ucminf==1.1-4                                                 <
UKgrid==0.1.2                                                 <
WDI==2.6.0                                                    | WDI==2.7.0
WRS2==1.0-0                                                   | WRS2==1.1-0
xfun==0.14                                                    | xfun==0.15
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
                                                            > libnccl-dev==2.5.6-1+cuda10.0
                                                            > libnccl2==2.5.6-1+cuda10.0