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Releases: Kaggle/docker-rstats

v55 - GPU

14 Jun 07:40
0441e26
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[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/rstats:v55

== Comparing Rscript /tools/r_list_versions.R | sort ==
acepack==1.4.1						      |	academictwitteR==0.3.1
adabag==4.3						      |	adabag==5.0
AdaSampling==1.3					      |	adagio==0.8.5
  						      >	additivityTests==1.1-4.1
agua==0.1.2						      |	agua==0.1.3
  						      >	aimsir17==0.0.2
  						      >	AMR==2.0.0
apcluster==1.4.10					      <
aricode==1.0.2						      |	argparse==2.2.2
  						      >	arulesSequences==0.2-30
assertive.code==0.0-3					      |	assertive.code==0.0-4
  						      >	autocogs==0.1.4
aweek==1.0.3						      <
BAMMtools==2.1.10					      <
BART==2.9.4						      |	BAS==1.6.4
base64==2.0.1						      <
BasketballAnalyzeR==0.5.0				      |	BatchGetSymbols==2.6.4
BayesX==0.3-1.1						      |	BayesX==0.3-2
  						      >	bayfoxr==0.0.1
BCBCSF==1.0-1						      |	BDgraph==2.72
  						      >	bdscale==2.0.0
bench==1.1.3						      <
  						      >	bezier==1.1.2
BiasedUrn==2.0.9					      |	BiasedUrn==2.0.10
  						      >	biclust==2.0.3.1
biglasso==1.5.2						      <
bigmemory==4.6.1					      <
  						      >	binancer==1.2.0
  						      >	binom==1.1-1.1
  						      >	binr==1.1.1
  						      >	bioacoustics==0.2.8
BiocManager==1.30.20					      |	BiocManager==1.30.21
bioseq==0.1.4						      |	bios2mds==1.2.3
  						      >	birk==2.1.2
  						      >	bnstruct==1.0.14
bpa==0.1.1						      |	boxplotdbl==1.4.0
  						      >	BradleyTerry2==1.1-2
brew==1.0-8						      |	brew==1.0-6
  						      >	brglm==0.7.2
broom==1.0.4						      |	broom==1.0.5
bslib==0.4.2						      |	bslib==0.5.0
bundesligR==0.1.0					      <
bupaR==0.5.3						      <
cartogram==0.2.2					      <
  						      >	catdata==1.2.3
  						      >	causaleffect==1.3.15
  						      >	CCP==1.2
  						      >	celestial==1.4.6
chatgpt==0.2.3						      <
chk==0.8.1						      |	chk==0.9.0
chromote==0.1.1						      <
  						      >	ckanr==0.7.0
  						      >	clisymbols==1.2.0
clusterSim==0.51-2					      |	clusterSim==0.51-3
ClustGeo==2.1						      |	clustMixType==0.3-9
  						      >	cmm==0.12
coarseDataTools==0.6-6					      |	cobalt==4.5.1
collapse==1.9.5						      |	collapse==1.9.6
  						      >	colourvalues==0.3.9
compareGroups==4.6.0					      |	compareDF==2.3.5
  						      >	compareGroups==4.7.0
CondIndTests==0.1.5					      <
confintr==1.0.1						      |	confintr==1.0.2
  						      >	ConsRank==2.1.3
  						      >	cooltools==2.0
COUNT==1.3.4						      <
countrycode==1.4.0					      |	countrycode==1.5.0
covidcast==0.4.5					      |	covidcast==0.5.0
  						      >	CovTools==0.5.4
  						      >	crossdes==1.1-2
  						      >	crosstable==0.6.2
crossval==1.0.4						      |	crossval==1.0.5
cubature==2.0.4.6					      |	cubature==2.1.0
curl==5.0.0						      |	curl==5.0.1
cvTools==0.3.2						      <
  						      >	d3Tree==0.2.2
DALEXtra==2.2.1						      |	DALEXtra==2.3.0
dataMaid==1.4.1						      <
datapasta==3.1.0					      <
  						      >	datetime==0.1.4
dbplot==0.3.3						      <
ddplot==0.0.1						      <
decon==1.3-4						      <
  						      >	deepnet==0.2.1
DEoptimR==1.0-13					      |	DEoptimR==1.0-14
  						      >	detzrcr==0.3.1
di==1.1.4						      <
  						      >	DiceKriging==1.6.0
DIMORA==0.3.4						      |	DIMORA==0.3.5
dirichletprocess==0.4.1					      |	dirmult==0.1.3-5
  						      >	dismo==1.3-14
  						      >	distances==0.1.9
dlr==1.0.1						      |	dlookr==0.6.1
downlit==0.4.2						      <
duckdb==0.7.1-1						      |	duckdb==0.8.0
dynamicTreeCut==1.63-1					      <
easyalluvial==0.3.1					      |	easycsv==1.0.8
easypackages==0.1.0					      <
easyPubMed==2.13					      <
  						      >	editData==0.1.8
eeptools==1.2.4						      |	eeptools==1.2.5
EffectStars==1.9-1					      <
elo==3.0.1						      |	embed==1.1.1
embed==1.1.0						      <
emdbook==1.3.12						      <
EnsCat==1.1						      <
  						      >	entropy==1.3.1
EpiEstim==2.2-4						      <
eventdataR==0.3.1					      <
  						      >	exactextractr==0.9.1
  						      >	exams==2.4-0
fairness==1.2.2						      <
farff==1.1.1						      <
  						      >	fastcluster==1.2.3
  						      >	fastrmodels==1.0.2
fCopulae==4022.85					      <
FeatureHashing==0.9.1.5					      <
FFTrees==1.9.0						      |	FFTrees==2.0.0
  						      >	FinAna==0.1.2
FinCovRegularization==1.1.0				      |	findpython==1.0.8
  						      >	fishMod==0.29
  						      >	fitzRoy==1.3.0
  						      >	fivethirtyeight==0.6.2
  						      >	flare==1.7.0.1
forecastML==0.9.0					      <
forestploter==1.1.0					      <
  						      >	fpp2==2.5
Fragman==1.0.9						      <
frair==0.5.100						      <
  						      >	FSinR==2.0.5
  						      >	funData==1.3-8
FuzzyR==2.3.2						      <
gamm4==0.2-6						      <
gargle==1.4.0						      |	gargle==1.5.0
gdm==1.5.0-9.1						      <
  						      >	geigen==2.3
  						      >	genalg==0.2.1
GeneCycle==1.1.5					      |	GeneNet==1.2.16
  						      >	genetics==1.3.8.1.3
geobr==1.7.0						      |	GenSA==1.1.8
  						      >	geohashTools==0.3.2
geometry==0.4.7						      <
  						      >	geoR==1.9-2
GGClassification==0.1					      <
GGEBiplots==0.1.3					      |	ggeffects==1.2.3
ggeffects==1.2.2					      |	ggenealogy==1.0.1
gggenes==0.5.0						      <
gginference==0.1.3					      <
  						      >	ggiraphExtra==0.3.0
  						      >	ggmice==0.0.1
ggnetwork==0.5.12					      |	ggnewscale==0.4.9
ggnewscale==0.4.8					      <
  						      >	ggplotlyExtra==0.0.1
ggpointdensity==0.1.0					      |	ggpol==0.0.7
ggQC==0.0.31						      <
ggResidpanel==0.3.0					      <
  						      >	ggseas==0.5.4
  						      >	ggside==0.2.2
ggsn==0.5.0						      <
  						      >	ggtern==3.4.2
  						      >	ggvoronoi==0.8.5
gifski==1.12.0						      |	gifski==1.12.0-1
git2r==0.32.0						      |	gistr==0.9.0
  						      >	glcm==1.6.5
glm2==1.2.1						      |	glmmTMB==1.1.7
glmbb==0.5-1						      <
glmmLasso==1.6.2					      <
  						      >	globalOptTests==1.1
gmm==1.7						      <
GMMBoost==1.1.3						      <
googledrive==2.1.0					      |	googledrive==2.1.1
googlesheets4==1.1.0					      |	googlesheets4==1.1.1
GSA==1.03.2						      |	GSE==4.2-1
gsignal==0.3-5						      <
gslnls==1.1.2						      <
  						      >	GUniFrac==1.7
h2o==3.40.0.1						      |	h2o==3.40.0.4
  						      >	hacksaw==0.0.2
  						      >	HDInterval==0.2.4
  						      >	hellno==0.0.1
  						      >	hexView==0.3-4
  						      >	highfrequency==1.0.0
  						      >	HMM==1.0.1
HTLR==0.4-4						      <
humanize==0.2.0						      |	huge==1.3.5
  						      >	hydroGOF==0.4-0
  						      >	hydroTSM==0.6-0
ICS==1.3-1						      |	ICS==1.3-2
ICV==1.0						      <
idefix==1.0.3						      <
igraph==1.4.2						      |	igraph==1.4.3
incidence==1.7.3					      <
IndexNumber==1.3.2					      <
insight==0.19.1						      |	insight==0.19.2
intergraph==2.0-2					      <
  						      >	iotools==0.3-2
  						      >	isdals==3.0.0
isotree==0.5.19-1					      <
itsadug==2.4.1						      <
jiebaR==0.11						      |	JGL==2.3.1
jointDiag==0.4						      <
jsonlite==1.8.4						      |	jsonlite==1.8.5
kmed==0.4.2						      |	klustR==0.1.0
knitr==1.42						      |	knitr==1.43
kohonen==3.0.11						      <
  						      >	L1pack==0.41-24
  						      >	labdsv==2.1-0
  						      >	LaplacesDemon==16.1.6
lavaanPlot==0.6.2					      <
  						      >	leafgl==0.1.1
learnr==0.11.3						      |	learnr==0.11.4
lfda==1.1.3						      <
  						      >	librarian==1.8.1
linkprediction==1.0-0					      <
lmomco==2.4.7						      <
Lmoments==1.3-1						      <
Lock5Data==3.0.0					      <
  						      >	logger==0.2.2
lwgeom==0.2-11						      |	lwgeom==0.2-13
  						      >	maotai==0.2.5
  						      >	mapmisc==1.8.0
maptools==1.1-6						      |	maptools==1.1-7
marginaleffects==0.12.0					      <
MarketMatching==1.2.0					      <
matrixStats==0.63.0					      |	matrixStats==1.0.0
  						      >	matrixTests==0.2.2
mclustcomp==0.3.3					      <
MCMCglmm==2.34						      <
MCS==0.1.3						      <
mdsr==0.2.7						      <
meta==6.2-1						      |	meta==6.5-0
metR==0.14.0						      <
  						      >	mFilter==0.1-5
  						      >	MFPCA==1.3-10
  						      >	mfx==1.2-2
mice==3.15.0						      |	mice==3.16.0
mirt==1.38.1						      |	MiRKAT==1.2.3
  						      >	mirt==1.39
misty==0.4.10						      |	misty==0.4.11
mize==0.2.4						      <
  						      >	mlmRev==1.0-8
mlr3mbo==0.1.2						      |	mlr3mbo==0.2.1
mlr3pipelines==0.5.0					      |	mlr3pipelines==0.5.0-1
mlt==1.4-6						      |	mlrMBO==1.1.5.1
  						      >	mlt==1.4-7
mmand==1.6.3						      <
modeltime==1.2.6					      |	modelStudio==3.1.2
  						      >	modelsummary==1.4.1
  						      >	monitoR==1.0.7
morphemepiece==1.2.3					      |	MortCast==2.7-0
morphemepiece.data==1.2.0				      <
morpheus==1.0-4						      <
MortalityTables==2.0.3					      <
move==4.1.12						      |	move==4.2.2
MSGARCH==2.51						      <
msme==0.5.3						      |	MSQC==1.1.0
MSwM==1.5						      <
  						      >	multipanelfigure==2.1.2
  						      >	multiUS==1.2.3
mvShapiroTest==1.0					      |	mvProbit==0.1-10
mvtnorm==1.1-3						      |	mvtnorm==1.2-2
  						      >	naryn==2.6.21
  						      >	NatureSounds==1.0.4
ncdump==0.0.3						      <
ndtv==0.13.3						      <
network==1.18.1						      |	nestedcv==0.6.6
networkDynamic==0.11.3					      <
networkLite==1.0.5					      <
neuronorm==1.0.2					      <
  						      >	nflfastR==4.5.1
  						      >	nflreadr==1.3.2
nimble==0.13.2						      <
  						      >	nnfor==0.9.8
nomclust==2.6.2						      <
nonlinearTseries==0.2.12				      <
nor1mix==1.3-0						      <
npreg==1.0-9						      <
opdisDownsampling==0.8.2				      |	ontologyIndex==2.11
opencv==0.2.3						      |	opendatatoronto==0.1.5
optimbase==1.0-10					      <
optimization==1.0-9					      <
optimParallel==1.0-2					      <
optR==1.2.5						      <
  						      >	ordinalForest==2.4-3
  						      >	ore==1.7.3.1
osmdata==0.2.2						      |	osmdata==0.2.3
  						      >	outbreaks==1.9.0
  						      >	overlapping==2.1
packcircles==0.3.5					      <
  						...
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v54 - GPU

23 May 19:40
0441e26
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:v54

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	abodOutlier==0.1
  						      >	acepack==1.4.1
  						      >	actuaRE==0.1.5
adabag==4.2						      |	adabag==4.3
additivityTests==1.1-4.1				      |	AdaSampling==1.3
  						      >	adegenet==2.1.10
  						      >	adegraphics==1.0-18
admisc==0.31						      |	admisc==0.32
aglm==0.4.0						      <
agop==0.2-3						      <
ahptopsis2n==0.2.0					      |	AICcmodavg==2.3-2
AICcmodavg==2.3-1					      |	AID==2.8
  						      >	ALEPlot==1.1
alpaca==0.3.4						      |	alphavantager==0.1.3
alphavantager==0.1.2					      <
andrews==1.1.1						      <
  						      >	anipaths==0.10.2
anomalize==0.2.3					      <
anomaly==4.0.2						      <
  						      >	apcluster==1.4.10
  						      >	ape==5.7-1
arenar==0.2.0						      |	AppliedPredictiveModeling==1.1-7
argonDash==0.2.0					      |	aricode==1.0.2
argonR==0.2.0						      <
arrow==11.0.0.2						      |	arrow==12.0.0
  						      >	ars==0.6
arules==1.7-5						      |	arules==1.7-6
arulesSequences==0.2-28					      <
auditor==1.3.3						      |	autoencoder==1.1
  						      >	automap==1.1-9
baguette==1.0.0						      |	baguette==1.0.1
barcode==1.3.0						      |	BAMMtools==2.1.10
BART==2.9.3						      |	bannerCommenter==1.0.0
BAS==1.6.4						      |	BART==2.9.4
base64url==1.4						      |	basefun==1.1-4
BatchGetSymbols==2.6.4					      |	BasketballAnalyzeR==0.5.0
batchtools==0.9.16					      <
bayestestR==0.13.0					      |	bayestestR==0.13.1
bayfoxr==0.0.1						      |	BB==2019.10-1
bdscale==2.0.0						      |	BCBCSF==1.0-1
  						      >	beanplot==1.3.1
  						      >	bench==1.1.3
  						      >	berryFunctions==1.22.0
bestNormalize==1.8.3					      |	bestNormalize==1.9.0
bezier==1.1.2						      <
biclust==2.0.3						      |	bigassertr==0.1.6
bife==0.7.2						      <
  						      >	biglasso==1.5.2
bigrquery==1.4.1					      |	bigparallelr==0.3.2
bigstep==1.0.3						      |	bigrquery==1.4.2
  						      >	bigstatsr==1.5.12
binom==1.1-1.1						      <
binr==1.1.1						      <
  						      >	bioseq==0.1.4
  						      >	BioStatR==4.0.1
bipartite==2.18						      |	birankr==1.0.1
birk==2.1.2						      <
bizdays==1.0.13						      |	blme==1.0-5
blavaan==0.4-7						      |	blob==1.2.4
blob==1.2.3						      <
bnlearn==4.8.1						      |	bnlearn==4.8.3
bnstruct==1.0.14					      <
bookdown==0.33						      |	bookdown==0.34
Boruta==8.0.0						      |	bpa==0.1.1
  						      >	BrailleR==0.32.1
  						      >	brant==0.3-0
brew==1.0-6						      |	brew==1.0-8
brm==1.1.1						      |	brms==2.19.0
brms==2.18.0						      |	brnn==0.9.2
broom==1.0.3						      |	broom==1.0.4
broom.helpers==1.12.0					      |	broom.helpers==1.13.0
bshazard==1.1						      <
  						      >	bst==0.3-24
buildmer==2.8						      |	BTYD==2.4.3
  						      >	bundesligR==0.1.0
bupaR==0.5.2						      |	bupaR==0.5.3
butcher==0.3.1						      |	butcher==0.3.2
  						      >	BVAR==1.0.4
  						      >	BVARverse==0.0.1
cachem==1.0.7						      |	cachem==1.0.8
calendR==1.1						      <
  						      >	carat==2.2.0
  						      >	CARBayes==5.3
  						      >	CARBayesdata==3.0
caret==6.0-93						      |	caret==6.0-94
  						      >	cartography==3.1.3
CBPS==0.23						      |	cccd==1.6
cbsodataR==0.5.1					      <
CCP==1.2						      <
  						      >	cellWise==2.5.2
ChannelAttribution==2.0.6				      |	chatgpt==0.2.3
chatgpt==0.2.0						      |	checkmate==2.2.0
checkmate==2.1.0					      <
  						      >	chk==0.8.1
chron==2.3-60						      |	chromote==0.1.1
chunked==0.6.0						      |	chron==2.3-61
ckanr==0.6.0						      <
cld3==1.5.0						      <
cleandata==0.3.0					      <
cli==3.6.0						      |	cli==3.6.1
clifro==3.2-5						      |	clinfun==1.1.1
clinspacy==1.0.2					      <
clisymbols==1.2.0					      |	clock==0.7.0
clock==0.6.1						      |	clubSandwich==0.5.8
clusterCrit==1.2.8					      |	clusterGeneration==1.3.7
clusterSim==0.50-1					      |	clusterSim==0.51-2
  						      >	ClustGeo==2.1
clv==0.3-2.2						      |	clustree==0.5.0
  						      >	clv==0.3-2.3
cNORM==3.0.2						      <
coinmarketcapr==0.4					      |	collapse==1.9.5
collapse==1.9.3						      <
  						      >	colordistance==1.1.2
commonmark==1.8.1					      |	commonmark==1.9.0
compositions==2.0-5					      |	compositions==2.0-6
condformat==0.10.0					      |	comprehenr==0.6.10
  						      >	concaveman==1.1.0
  						      >	CondIndTests==0.1.5
  						      >	coneproj==1.16
confintr==0.2.0						      |	confintr==1.0.1
conicfit==1.0.4						      <
contentid==0.0.16					      |	contentid==0.0.17
coop==0.6-3						      <
corpus==0.10.2						      |	corpustools==0.5.1
corpustools==0.4.10					      |	correlation==0.8.4
correlation==0.8.3					      <
  						      >	countcolors==0.9.1
covr==3.6.1						      |	covidcast==0.4.5
  						      >	covr==3.6.2
  						      >	cplm==0.7-11
  						      >	crawl==2.3.0
cricketr==0.0.26					      |	cropcircles==0.2.3
crosstable==0.5.0					      <
  						      >	crossval==1.0.4
crul==1.3						      |	crul==1.4.0
CTT==2.3.3						      |	csv==0.6.2
  						      >	cthist==1.4.1
Cubist==0.4.2						      |	Cubist==0.4.2.1
cutpointr==1.1.2					      <
dagitty==0.3-1						      <
dapr==0.0.3						      |	dashboardthemes==1.1.6
  						      >	datapasta==3.1.0
  						      >	dataRetrieval==2.7.12
datarobot==2.18.2					      <
  						      >	dataset==0.2.1
DataVisualizations==1.2.3				      |	datawizard==0.7.1
datawizard==0.6.5					      <
  						      >	dbarts==0.9-23
dbplyr==2.3.1						      |	dbplot==0.3.3
  						      >	dbplyr==2.3.2
deaR==1.4						      |	ddpcr==1.15.1
  						      >	ddplot==0.0.1
  						      >	deaR==1.4.1
  						      >	decon==1.3-4
deldir==1.0-6						      |	deep==0.1.0
dendextend==1.16.0					      |	deepregression==1.0.0
dendsort==0.3.4						      |	deldir==1.0-9
densEstBayes==1.0-2.1					      |	dendextend==1.17.1
  						      >	densEstBayes==1.0-2.2
  						      >	densitr==0.2
DEoptimR==1.0-11					      |	DEoptimR==1.0-13
descr==1.1.5						      |	descr==1.1.7
descriptr==0.5.2					      |	DescTools==0.99.49
DescTools==0.99.48					      |	deSolve==1.35
deSolve==1.34						      |	detectRUNS==0.9.6
devEMF==4.2						      |	devEMF==4.3-1
devtools==2.4.5						      |	devtools==2.4.1
dgof==1.4						      |	DHARMa==0.4.6
  						      >	di==1.1.4
DiagrammeR==1.0.9					      |	DiagrammeR==1.0.10
dials==1.1.0						      |	dials==1.2.0
DiceKriging==1.6.0					      <
Dict==0.1.0						      <
DIMORA==0.3.3						      |	DIMORA==0.3.4
discreteRV==1.2.2					      |	dirichletprocess==0.4.1
discrim==1.0.0						      |	discrim==1.0.1
distillery==1.2-1					      |	distr==2.9.2
distr==2.9.1						      <
distributional==0.3.1					      |	distributional==0.3.2
  						      >	distrom==1.0.1
dlookr==0.6.1						      |	dlr==1.0.1
dm==1.0.4						      <
doFuture==0.12.2					      <
donut==1.0.2						      <
  						      >	DoubleML==0.5.3
dplyr==1.1.0						      |	dplyr==1.1.2
dslabs==0.7.4						      |	dslabs==0.7.5
DT==0.27						      |	DT==0.28
dtplyr==1.3.0						      |	dtplyr==1.3.1
  						      >	dynamicTreeCut==1.63-1
  						      >	easyalluvial==0.3.1
  						      >	easystats==0.6.0
edgebundleR==0.1.4					      |	ecodist==2.0.9
  						      >	eechidna==1.4.1
  						      >	EFAtools==0.4.4
  						      >	eha==2.10.3
ellipse==0.4.3						      |	ellipse==0.4.5
embed==1.0.0						      |	embed==1.1.0
  						      >	emdbook==1.3.12
  						      >	emdist==0.3-2
  						      >	enrichR==3.2
  						      >	ensembleR==0.1.0
Epi==2.47						      |	Epi==2.47.1
epiR==2.0.58						      |	epiR==2.0.61
equatiomatic==0.3.1					      <
evaluate==0.20						      |	evaluate==0.21
  						      >	evd==2.3-6.1
evtree==1.0-8						      |	exact2x2==1.6.8
ExpAnalysis3d==0.1.1					      |	exactci==1.4-2
  						      >	ExcelFunctionsR==0.1.4
export==0.3.0						      <
extRemes==2.1-3						      |	fable==0.3.3
fable==0.3.2						      |	fabletools==0.3.3
fabletools==0.3.2					      |	FACT==0.1.0
fairmodels==1.2.1					      |	factorplot==1.1-2
  						      >	fairness==1.2.2
  						      >	farff==1.1.1
fastcluster==1.2.3					      <
fasterize==1.0.4					      <
fastGraph==2.1						      <
fastmatrix==0.4-1245					      |	fastmatrix==0.5
fastrmodels==1.0.2					      <
fastshap==0.0.7						      <
fauxpas==0.5.0						      <
fclust==2.1.1.1						      |	fCopulae==4022.85
feasts==0.3.0						      |	feasts==0.3.1
fedstatAPIr==0.2.0					      |	FeatureImpCluster==0.1.5
  						      >	fect==1.0.0
  						      >	ff==4.0.9
  						      >	Fgmutils==0.9.5
  						      >	fHMM==1.1.0
filehash==2.4-5						      <
filelock==1.0.2						      <
FinCal==0.6.3						      |	FinancialMath==0.1.1
finetune==1.0.1						      |	FinCovRegularization==1.1.0
  						      >	finetune==1.1.0
fitdistrplus==1.1-8					      |	fitdistrplus==1.1-11
fivethirtyeight==0.6.2					      <
flexmix==2.3-18						      |	flexmix==2.3-19
flextable==0.8.6					      |	flexsurv==2.2.2
  						      >	flextable==0.9.1
  						      >	flock==0.7
FME==1.3.6.2						      <
fmpcloudr==0.1.5					      <
FNN==1.1.3.1						      |	fMultivar==4021.83
fontawesome==0.5.0					      |	FNN==1.1.3.2
  						      >	fontawesome==0.5.1
  						      >	forecastML==0.9.0
forestmodel==0.6.2					      |	ForestFit==2.2.3
  						      >	forestploter==1.1.0
fpp2==2.5						      <
fractaldim==0.8-5					      |	Fragman==1.0.9
frontier==1.1-8						      |	fs==1.6.2
fs==1.6.1						      |	FSelectorRcpp==0.3.11
fst==0.9.8						      |	fst==0.9.4
fstcore==0.9.14						      |	fueleconomy==1.0.0
future.apply==1.10.0					      |	future.apply==1.11.0
  						      >	FuzzyR==2.3.2
gam==1.22-1						      |	gam==1.22-2
  						      >	gamlr==1.13-8
  						      >	gamlss==5.4-12
  						      >	gamlss.data==6.0-2
  						      >	gamlss.dist==6.0-5
  						      >	gap==1.5-1
gapminder==0.3.0					      |	gapminder==1.0.0
gargle==1.3.0						      |	gargle==1.4.0
gdalUtilities==1.2.3					      |	gcookbook==2.0
gdata==2.18.0.1						      |	gdalUtili...
Read more

v54 - CPU

23 May 19:24
0441e26
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[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/rstats:v54

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	abodOutlier==0.1
  						      >	acepack==1.4.1
  						      >	actuaRE==0.1.5
adabag==4.2						      |	adabag==4.3
additivityTests==1.1-4.1				      |	AdaSampling==1.3
  						      >	adegenet==2.1.10
  						      >	adegraphics==1.0-18
admisc==0.31						      |	admisc==0.32
aglm==0.4.0						      <
agop==0.2-3						      <
ahptopsis2n==0.2.0					      |	AICcmodavg==2.3-2
AICcmodavg==2.3-1					      |	AID==2.8
  						      >	ALEPlot==1.1
alpaca==0.3.4						      |	alphavantager==0.1.3
alphavantager==0.1.2					      <
andrews==1.1.1						      <
  						      >	anipaths==0.10.2
anomalize==0.2.3					      <
anomaly==4.0.2						      <
  						      >	apcluster==1.4.10
  						      >	ape==5.7-1
arenar==0.2.0						      |	AppliedPredictiveModeling==1.1-7
argonDash==0.2.0					      |	aricode==1.0.2
argonR==0.2.0						      <
arrow==11.0.0.2						      |	arrow==12.0.0
  						      >	ars==0.6
arules==1.7-5						      |	arules==1.7-6
arulesSequences==0.2-28					      <
auditor==1.3.3						      |	autoencoder==1.1
  						      >	automap==1.1-9
baguette==1.0.0						      |	baguette==1.0.1
barcode==1.3.0						      |	BAMMtools==2.1.10
BART==2.9.3						      |	bannerCommenter==1.0.0
BAS==1.6.4						      |	BART==2.9.4
base64url==1.4						      |	basefun==1.1-4
BatchGetSymbols==2.6.4					      |	BasketballAnalyzeR==0.5.0
batchtools==0.9.16					      <
bayestestR==0.13.0					      |	bayestestR==0.13.1
bayfoxr==0.0.1						      |	BB==2019.10-1
bdscale==2.0.0						      |	BCBCSF==1.0-1
  						      >	beanplot==1.3.1
  						      >	bench==1.1.3
  						      >	berryFunctions==1.22.0
bestNormalize==1.8.3					      |	bestNormalize==1.9.0
bezier==1.1.2						      <
biclust==2.0.3						      |	bigassertr==0.1.6
bife==0.7.2						      <
  						      >	biglasso==1.5.2
bigrquery==1.4.1					      |	bigparallelr==0.3.2
bigstep==1.0.3						      |	bigrquery==1.4.2
  						      >	bigstatsr==1.5.12
binom==1.1-1.1						      <
binr==1.1.1						      <
  						      >	bioseq==0.1.4
  						      >	BioStatR==4.0.1
bipartite==2.18						      |	birankr==1.0.1
birk==2.1.2						      <
bizdays==1.0.13						      |	blme==1.0-5
blavaan==0.4-7						      |	blob==1.2.4
blob==1.2.3						      <
bnlearn==4.8.1						      |	bnlearn==4.8.3
bnstruct==1.0.14					      <
bookdown==0.33						      |	bookdown==0.34
Boruta==8.0.0						      |	bpa==0.1.1
  						      >	BrailleR==0.32.1
  						      >	brant==0.3-0
brew==1.0-6						      |	brew==1.0-8
brm==1.1.1						      |	brms==2.19.0
brms==2.18.0						      |	brnn==0.9.2
broom==1.0.3						      |	broom==1.0.4
broom.helpers==1.12.0					      |	broom.helpers==1.13.0
bshazard==1.1						      <
  						      >	bst==0.3-24
buildmer==2.8						      |	BTYD==2.4.3
  						      >	bundesligR==0.1.0
bupaR==0.5.2						      |	bupaR==0.5.3
butcher==0.3.1						      |	butcher==0.3.2
  						      >	BVAR==1.0.4
  						      >	BVARverse==0.0.1
cachem==1.0.7						      |	cachem==1.0.8
calendR==1.1						      <
  						      >	carat==2.2.0
  						      >	CARBayes==5.3
  						      >	CARBayesdata==3.0
caret==6.0-93						      |	caret==6.0-94
  						      >	cartography==3.1.3
CBPS==0.23						      |	cccd==1.6
cbsodataR==0.5.1					      <
CCP==1.2						      <
  						      >	cellWise==2.5.2
ChannelAttribution==2.0.6				      |	chatgpt==0.2.3
chatgpt==0.2.0						      |	checkmate==2.2.0
checkmate==2.1.0					      <
  						      >	chk==0.8.1
chron==2.3-60						      |	chromote==0.1.1
chunked==0.6.0						      |	chron==2.3-61
ckanr==0.6.0						      <
cld3==1.5.0						      <
cleandata==0.3.0					      <
cli==3.6.0						      |	cli==3.6.1
clifro==3.2-5						      |	clinfun==1.1.1
clinspacy==1.0.2					      <
clisymbols==1.2.0					      |	clock==0.7.0
clock==0.6.1						      |	clubSandwich==0.5.8
clusterCrit==1.2.8					      |	clusterGeneration==1.3.7
clusterSim==0.50-1					      |	clusterSim==0.51-2
  						      >	ClustGeo==2.1
clv==0.3-2.2						      |	clustree==0.5.0
  						      >	clv==0.3-2.3
cNORM==3.0.2						      <
coinmarketcapr==0.4					      |	collapse==1.9.5
collapse==1.9.3						      <
  						      >	colordistance==1.1.2
commonmark==1.8.1					      |	commonmark==1.9.0
compositions==2.0-5					      |	compositions==2.0-6
condformat==0.10.0					      |	comprehenr==0.6.10
  						      >	concaveman==1.1.0
  						      >	CondIndTests==0.1.5
  						      >	coneproj==1.16
confintr==0.2.0						      |	confintr==1.0.1
conicfit==1.0.4						      <
contentid==0.0.16					      |	contentid==0.0.17
coop==0.6-3						      <
corpus==0.10.2						      |	corpustools==0.5.1
corpustools==0.4.10					      |	correlation==0.8.4
correlation==0.8.3					      <
  						      >	countcolors==0.9.1
covr==3.6.1						      |	covidcast==0.4.5
  						      >	covr==3.6.2
  						      >	cplm==0.7-11
  						      >	crawl==2.3.0
cricketr==0.0.26					      |	cropcircles==0.2.3
crosstable==0.5.0					      <
  						      >	crossval==1.0.4
crul==1.3						      |	crul==1.4.0
CTT==2.3.3						      |	csv==0.6.2
  						      >	cthist==1.4.1
Cubist==0.4.2						      |	Cubist==0.4.2.1
cutpointr==1.1.2					      <
dagitty==0.3-1						      <
dapr==0.0.3						      |	dashboardthemes==1.1.6
  						      >	datapasta==3.1.0
  						      >	dataRetrieval==2.7.12
datarobot==2.18.2					      <
  						      >	dataset==0.2.1
DataVisualizations==1.2.3				      |	datawizard==0.7.1
datawizard==0.6.5					      <
  						      >	dbarts==0.9-23
dbplyr==2.3.1						      |	dbplot==0.3.3
  						      >	dbplyr==2.3.2
deaR==1.4						      |	ddpcr==1.15.1
  						      >	ddplot==0.0.1
  						      >	deaR==1.4.1
  						      >	decon==1.3-4
deldir==1.0-6						      |	deep==0.1.0
dendextend==1.16.0					      |	deepregression==1.0.0
dendsort==0.3.4						      |	deldir==1.0-9
densEstBayes==1.0-2.1					      |	dendextend==1.17.1
  						      >	densEstBayes==1.0-2.2
  						      >	densitr==0.2
DEoptimR==1.0-11					      |	DEoptimR==1.0-13
descr==1.1.5						      |	descr==1.1.7
descriptr==0.5.2					      |	DescTools==0.99.49
DescTools==0.99.48					      |	deSolve==1.35
deSolve==1.34						      |	detectRUNS==0.9.6
devEMF==4.2						      |	devEMF==4.3-1
devtools==2.4.5						      |	devtools==2.4.1
dgof==1.4						      |	DHARMa==0.4.6
  						      >	di==1.1.4
DiagrammeR==1.0.9					      |	DiagrammeR==1.0.10
dials==1.1.0						      |	dials==1.2.0
DiceKriging==1.6.0					      <
Dict==0.1.0						      <
DIMORA==0.3.3						      |	DIMORA==0.3.4
discreteRV==1.2.2					      |	dirichletprocess==0.4.1
discrim==1.0.0						      |	discrim==1.0.1
distillery==1.2-1					      |	distr==2.9.2
distr==2.9.1						      <
distributional==0.3.1					      |	distributional==0.3.2
  						      >	distrom==1.0.1
dlookr==0.6.1						      |	dlr==1.0.1
dm==1.0.4						      <
doFuture==0.12.2					      <
donut==1.0.2						      <
  						      >	DoubleML==0.5.3
dplyr==1.1.0						      |	dplyr==1.1.2
dslabs==0.7.4						      |	dslabs==0.7.5
DT==0.27						      |	DT==0.28
dtplyr==1.3.0						      |	dtplyr==1.3.1
  						      >	dynamicTreeCut==1.63-1
  						      >	easyalluvial==0.3.1
  						      >	easystats==0.6.0
edgebundleR==0.1.4					      |	ecodist==2.0.9
  						      >	eechidna==1.4.1
  						      >	EFAtools==0.4.4
  						      >	eha==2.10.3
ellipse==0.4.3						      |	ellipse==0.4.5
embed==1.0.0						      |	embed==1.1.0
  						      >	emdbook==1.3.12
  						      >	emdist==0.3-2
  						      >	enrichR==3.2
  						      >	ensembleR==0.1.0
Epi==2.47						      |	Epi==2.47.1
epiR==2.0.58						      |	epiR==2.0.61
equatiomatic==0.3.1					      <
evaluate==0.20						      |	evaluate==0.21
  						      >	evd==2.3-6.1
evtree==1.0-8						      |	exact2x2==1.6.8
ExpAnalysis3d==0.1.1					      |	exactci==1.4-2
  						      >	ExcelFunctionsR==0.1.4
export==0.3.0						      <
extRemes==2.1-3						      |	fable==0.3.3
fable==0.3.2						      |	fabletools==0.3.3
fabletools==0.3.2					      |	FACT==0.1.0
fairmodels==1.2.1					      |	factorplot==1.1-2
  						      >	fairness==1.2.2
  						      >	farff==1.1.1
fastcluster==1.2.3					      <
fasterize==1.0.4					      <
fastGraph==2.1						      <
fastmatrix==0.4-1245					      |	fastmatrix==0.5
fastrmodels==1.0.2					      <
fastshap==0.0.7						      <
fauxpas==0.5.0						      <
fclust==2.1.1.1						      |	fCopulae==4022.85
feasts==0.3.0						      |	feasts==0.3.1
fedstatAPIr==0.2.0					      |	FeatureImpCluster==0.1.5
  						      >	fect==1.0.0
  						      >	ff==4.0.9
  						      >	Fgmutils==0.9.5
  						      >	fHMM==1.1.0
filehash==2.4-5						      <
filelock==1.0.2						      <
FinCal==0.6.3						      |	FinancialMath==0.1.1
finetune==1.0.1						      |	FinCovRegularization==1.1.0
  						      >	finetune==1.1.0
fitdistrplus==1.1-8					      |	fitdistrplus==1.1-11
fivethirtyeight==0.6.2					      <
flexmix==2.3-18						      |	flexmix==2.3-19
flextable==0.8.6					      |	flexsurv==2.2.2
  						      >	flextable==0.9.1
  						      >	flock==0.7
FME==1.3.6.2						      <
fmpcloudr==0.1.5					      <
FNN==1.1.3.1						      |	fMultivar==4021.83
fontawesome==0.5.0					      |	FNN==1.1.3.2
  						      >	fontawesome==0.5.1
  						      >	forecastML==0.9.0
forestmodel==0.6.2					      |	ForestFit==2.2.3
  						      >	forestploter==1.1.0
fpp2==2.5						      <
fractaldim==0.8-5					      |	Fragman==1.0.9
frontier==1.1-8						      |	fs==1.6.2
fs==1.6.1						      |	FSelectorRcpp==0.3.11
fst==0.9.8						      |	fst==0.9.4
fstcore==0.9.14						      |	fueleconomy==1.0.0
future.apply==1.10.0					      |	future.apply==1.11.0
  						      >	FuzzyR==2.3.2
gam==1.22-1						      |	gam==1.22-2
  						      >	gamlr==1.13-8
  						      >	gamlss==5.4-12
  						      >	gamlss.data==6.0-2
  						      >	gamlss.dist==6.0-5
  						      >	gap==1.5-1
gapminder==0.3.0					      |	gapminder==1.0.0
gargle==1.3.0						      |	gargle==1.4.0
gdalUtilities==1.2.3					      |	gcookbook==2.0
gdata==2.18.0.1						      |	gdalUtilities==...
Read more

v53 - GPU

09 Mar 18:58
59a11e3
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:v53

== Comparing Rscript /tools/r_list_versions.R | sort ==
abess==0.4.6						      <
ade4==1.7-20						      |	ade4==1.7-22
adegraphics==1.0-16					      <
admisc==0.30						      |	admisc==0.31
AER==1.2-10						      |	aglm==0.4.0
afex==1.2-1						      |	agop==0.2-3
agridat==1.21						      |	agua==0.1.2
agtboost==0.9.3						      <
AID==2.7						      <
  						      >	alabama==2022.4-1
  						      >	alpaca==0.3.4
alr4==1.0.6						      <
altair==4.2.1						      <
andrews==1.1.0						      |	andrews==1.1.1
anocva==0.1.1						      |	ANN2==2.3.4
anomalize==0.2.2					      |	anomalize==0.2.3
  						      >	anomaly==4.0.2
apcluster==1.4.10					      <
ape==5.6-2						      <
aplore3==0.9						      <
AppliedPredictiveModeling==1.1-7			      |	arenar==0.2.0
ARDL==0.2.1						      <
areal==0.1.8						      <
aricode==1.0.2						      <
arrow==10.0.1						      |	arrow==11.0.0.2
arulesViz==1.5-1					      |	arulesViz==1.5-2
assist==3.1.8						      <
attempt==0.3.1						      <
automap==1.0-16						      |	auditor==1.3.3
bacondecomp==0.1.1					      <
BART==2.9						      |	BART==2.9.3
  						      >	BAS==1.6.4
baseballr==1.3.0					      |	base64url==1.4
basecamb==1.1.0						      |	BatchGetSymbols==2.6.4
  						      >	batchtools==0.9.16
  						      >	BayesBinMix==1.4.1
BayesTree==0.3-1.4					      |	BayesX==0.3-1.1
bcp==4.0.3						      |	bdscale==2.0.0
BETS==0.4.9						      <
BH==1.78.0-0						      |	BH==1.81.0-1
BiasedUrn==2.0.8					      |	BiasedUrn==2.0.9
  						      >	bibtex==0.5.1
  						      >	bife==0.7.2
  						      >	bigstep==1.0.3
binancer==1.2.0						      |	bindr==0.1.1
bio3d==2.4-4						      |	binr==1.1.1
BiocManager==1.30.19					      |	BiocManager==1.30.20
BiodiversityR==2.15-1					      <
bioseq==0.1.4						      <
  						      >	bipartite==2.18
  						      >	birk==2.1.2
blme==1.0-5						      |	bizdays==1.0.13
  						      >	blavaan==0.4-7
BMisc==1.4.5						      <
bnclassify==0.4.7					      <
  						      >	bnstruct==1.0.14
bookdown==0.32						      |	bookdown==0.33
bootnet==1.5						      <
BradleyTerry2==1.1-2					      |	breakDown==0.2.1
brant==0.3-0						      <
brglm==0.7.2						      <
  						      >	brm==1.1.1
brolgar==0.1.2						      |	broom==1.0.3
broom==1.0.2						      |	broom.helpers==1.12.0
broom.helpers==1.11.0					      <
  						      >	brulee==0.2.0
  						      >	bshazard==1.1
  						      >	buildmer==2.8
  						      >	bupaR==0.5.2
bvls==1.4						      |	C50==0.1.8
C50==0.1.7						      <
cachem==1.0.6						      |	cachem==1.0.7
  						      >	calendR==1.1
candisc==0.8-6						      <
car==3.1-1						      <
caracas==1.1.2						      <
caretEnsemble==2.0.1					      |	caretEnsemble==2.0.2
cartography==3.0.1					      <
caschrono==2.3						      <
cds==1.0.3						      <
cem==1.1.31						      <
cheatsheet==0.1.0					      |	ChannelAttribution==2.0.6
  						      >	chatgpt==0.2.0
checkpoint==1.0.2					      <
choroplethr==3.7.1					      <
chromote==0.1.1						      |	chron==2.3-60
chron==2.3-58						      |	chunked==0.6.0
ciTools==0.6.1						      |	ckanr==0.6.0
classInt==0.4-8						      |	classInt==0.4-9
cld2==1.2.4						      |	cld3==1.5.0
  						      >	cleandata==0.3.0
clue==0.3-63						      |	clue==0.3-64
clusterGeneration==1.3.7				      <
ClustGeo==2.1						      <
clustree==0.5.0						      <
cmfrec==3.5.0						      <
cmna==1.0.5						      <
cocor==1.1-4						      <
collapse==1.9.0						      |	coinmarketcapr==0.4
  						      >	collapse==1.9.3
  						      >	collapsibleTree==0.1.7
  						      >	colorBlindness==0.1.9
colorspace==2.0-3					      |	colorspace==2.1-0
Compind==2.6						      |	compareGroups==4.6.0
compositions==2.0-4					      |	compositions==2.0-5
condMVNorm==2020.1					      |	condformat==0.10.0
conflicted==1.1.0					      |	conflicted==1.2.0
  						      >	conicfit==1.0.4
  						      >	conText==1.4.3
contrast==0.24.2					      <
copula==1.1-1						      |	copula==1.1-2
  						      >	corpus==0.10.2
  						      >	corpustools==0.4.10
  						      >	COUNT==1.3.4
  						      >	COVID19==3.0.3
coxed==0.3.3						      <
crch==1.1-1						      <
cropcircles==0.1.1					      |	cricketr==0.0.26
cubature==2.0.4.5					      |	crypto2==1.4.5
Cubist==0.4.1						      |	CTT==2.3.3
  						      >	cubature==2.0.4.6
  						      >	cubing==1.0-5
  						      >	Cubist==0.4.2
  						      >	CVST==0.2-3
d3r==1.0.0						      |	d3r==1.0.1
d3Tree==0.2.2						      <
dae==3.2-14						      <
  						      >	dataMaid==1.4.1
  						      >	dataPreparation==1.0.5
data.table==1.14.6					      |	data.table==1.14.8
  						      >	DataVisualizations==1.2.3
date==1.2-41						      |	date==1.2-42
datos==0.5.0						      <
dbplyr==2.3.0						      |	dbplyr==2.3.1
ddalpha==1.3.13						      |	deaR==1.4
ddpcr==1.15						      <
ddplot==0.0.1						      <
deaR==1.3.3						      <
debugme==1.1.0						      <
deepboost==0.1.6					      <
deepnet==0.2.1						      <
  						      >	dendsort==0.3.4
denstrip==1.5.4						      <
derivmkts==0.2.5					      <
DescTools==0.99.47					      |	DescTools==0.99.48
devtools==2.4.1						      |	devtools==2.4.5
DHARMa==0.4.6						      <
did==2.1.2						      |	Dict==0.1.0
  						      >	dimRed==0.2.6
discretization==1.0-1.1					      <
dismo==1.3-9						      |	distillery==1.2-1
  						      >	distrEx==2.9.0
distrom==1.0.1						      <
dm==1.0.3						      |	dm==1.0.4
doBy==4.6.15						      <
dodgr==0.2.19						      <
dplyr==1.0.10						      |	dplyr==1.1.0
drc==3.0-1						      |	drat==0.2.3
DRDID==1.0.4						      <
  						      >	DRR==0.0.4
dtplyr==1.2.2						      |	dtplyr==1.3.0
dtwclust==5.5.11					      |	dtwclust==5.5.12
duckdb==0.6.2						      |	duckdb==0.7.1-1
dunn.test==1.3.5					      <
dynlm==0.3-6						      |	e1071==1.7-13
e1071==1.7-12						      |	earth==5.3.2
earth==5.3.1						      |	easypackages==0.1.0
easyr==0.5-10						      |	easyPubMed==2.13
easystats==0.6.0					      <
ecodist==2.0.9						      |	edgebundleR==0.1.4
economiccomplexity==1.4.0				      <
editData==0.1.8						      <
eechidna==1.4.1						      <
effectsize==0.8.2					      |	effectsize==0.8.3
eigenmodel==1.11					      <
  						      >	emojifont==0.5.5
ensembleR==0.1.0					      <
entropy==1.3.1						      <
epiR==2.0.56						      |	epiR==2.0.58
ergm==4.3.2						      |	equatiomatic==0.3.1
ergm.count==4.1.1					      <
esc==0.5.1						      <
eulerr==7.0.0						      |	eurostat==3.8.2
eva==0.2.6						      <
evd==2.3-6.1						      |	eventdataR==0.3.1
evir==1.7-4						      <
exactRankTests==0.8-35					      |	ExpAnalysis3d==0.1.1
ExcelFunctionsR==0.1.4					      <
ExpDes==1.2.2						      |	expectreg==0.52
explor==0.3.9						      |	expint==0.1-8
  						      >	export==0.3.0
extrafont==0.18						      |	extrafont==0.19
ez==4.4-0						      |	extRemes==2.1-3
  						      >	FactoClass==1.2.7
  						      >	fairmodels==1.2.1
fansi==1.0.3						      |	fansi==1.0.4
fAssets==3042.84					      <
fastai==2.2.0						      <
  						      >	fasterize==1.0.4
  						      >	fastGraph==2.1
fastmap==1.1.0						      |	fastmap==1.1.1
fastText==1.0.3						      <
fBasics==4021.93					      |	fauxpas==0.5.0
  						      >	fBasics==4022.94
fCopulae==4022.85					      <
FeatureImpCluster==0.1.5				      |	fedstatAPIr==0.2.0
featurizer==0.2						      |	FFTrees==1.9.0
fedmatch==2.0.5						      <
fExtremes==4021.83					      <
ff==4.0.7						      <
FFTrees==1.8.0						      <
  						      >	filehash==2.4-5
  						      >	FinCal==0.6.3
  						      >	fingerprint==3.5.7
  						      >	fit.models==0.64
  						      >	fivethirtyeight==0.6.2
flexdashboard==0.6.0					      |	flexdashboard==0.6.1
flextable==0.8.3					      |	flextable==0.8.6
float==0.3-0						      |	float==0.3-1
fma==2.4						      |	fma==2.5
  						      >	FME==1.3.6.2
  						      >	fmpcloudr==0.1.5
fMultivar==4021.83					      <
fontawesome==0.4.0					      |	fontawesome==0.5.0
forcats==0.5.2						      |	fontBitstreamVera==0.1.1
  						      >	fontLiberation==0.1.0
  						      >	fontquiver==0.2.1
  						      >	forcats==1.0.0
forecast==8.20						      |	forecast==8.21
forecastML==0.9.0					      <
Formula==1.2-4						      |	Formula==1.2-5
fpp2==2.4						      |	fpp2==2.5
fpp3==0.4.0						      |	fpp3==0.5
  						      >	fractaldim==0.8-5
  						      >	frailtyEM==1.0.1
  						      >	frair==0.5.100
FRK==2.1.3						      <
fs==1.5.2						      |	fs==1.6.1
FSA==0.9.3						      <
FSinR==2.0.5						      <
fueleconomy==1.0.0					      |	functional==0.6
fun==0.3						      <
funModeling==1.9.4					      <
future==1.30.0						      |	future==1.32.0
fuzzywuzzyR==1.0.5					      <
gam==1.22						      |	gam==1.22-1
gamlr==1.13-7						      <
gamlss==5.4-10						      <
gamlss.data==6.0-2					      <
gamlss.dist==6.0-5					      <
gap==1.5						      <
gargle==1.2.1						      |	gargle==1.3.0
gCat==0.2						      <
gcookbook==2.0						      <
gdtools==0.3.0						      |	gdtools==0.3.1
geckor==0.2.0						      <
genalg==0.2.1						      <
GenSA==1.1.7						      <
geobr==1.7.0						      <
geofacet==0.2.0						      <
geojsonio==0.10.0					      <
geometries==0.2.0					      |	geometries==0.2.2
geometry==0.4.6.1					      |	geometry==0.4.7
geoR==1.9-2						      <
  						      >	getopt==1.20.3
ggalluvial==0.12.3					      |	ggalluvial==0.12.5
ggblanket==1.6.2					      |	ggbump==0.1.0
ggdist==3.2.0						      |	ggdist==3.2.1
ggeffects==1.1.4					      |	ggeffects==1.2.0
ggExtra==0.10.0						      <
ggfx==1.0.1						      |	gggibbous==0.1.1
gginference==0.1.3					      |	gginnards==0.1.1
ggiraph==0.8.5						      |	ggiraph==0.8.6
ggiraphExtra==0.3.0					      <
ggnetwork==0.5.10					      <
ggokabeito==0.1.0					      <
ggplot2==3.4.0						      |	ggplot2==3.4.1
ggplotAssist==0.1.3					      <
  						      >	ggplotlyExtra==0.0.1
ggpointdensity==0.1.0					      <
ggpp==0.5.0						      |	ggpp==0.5.1
ggpubr==0.5.0						      |	ggRandomForests==2.2.1
ggrepel==0.9.2						      |	ggrastr==1....
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v53 - CPU

09 Mar 18:41
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[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/rstats:v53

== Comparing Rscript /tools/r_list_versions.R | sort ==
abess==0.4.6						      <
ade4==1.7-20						      |	ade4==1.7-22
adegraphics==1.0-16					      <
admisc==0.30						      |	admisc==0.31
AER==1.2-10						      |	aglm==0.4.0
afex==1.2-1						      |	agop==0.2-3
agridat==1.21						      |	agua==0.1.2
agtboost==0.9.3						      <
AID==2.7						      <
  						      >	alabama==2022.4-1
  						      >	alpaca==0.3.4
alr4==1.0.6						      <
altair==4.2.1						      <
andrews==1.1.0						      |	andrews==1.1.1
anocva==0.1.1						      |	ANN2==2.3.4
anomalize==0.2.2					      |	anomalize==0.2.3
  						      >	anomaly==4.0.2
apcluster==1.4.10					      <
ape==5.6-2						      <
aplore3==0.9						      <
AppliedPredictiveModeling==1.1-7			      |	arenar==0.2.0
ARDL==0.2.1						      <
areal==0.1.8						      <
aricode==1.0.2						      <
arrow==10.0.1						      |	arrow==11.0.0.2
arulesViz==1.5-1					      |	arulesViz==1.5-2
assist==3.1.8						      <
attempt==0.3.1						      <
automap==1.0-16						      |	auditor==1.3.3
bacondecomp==0.1.1					      <
BART==2.9						      |	BART==2.9.3
  						      >	BAS==1.6.4
baseballr==1.3.0					      |	base64url==1.4
basecamb==1.1.0						      |	BatchGetSymbols==2.6.4
  						      >	batchtools==0.9.16
  						      >	BayesBinMix==1.4.1
BayesTree==0.3-1.4					      |	BayesX==0.3-1.1
bcp==4.0.3						      |	bdscale==2.0.0
BETS==0.4.9						      <
BH==1.78.0-0						      |	BH==1.81.0-1
BiasedUrn==2.0.8					      |	BiasedUrn==2.0.9
  						      >	bibtex==0.5.1
  						      >	bife==0.7.2
  						      >	bigstep==1.0.3
binancer==1.2.0						      |	bindr==0.1.1
bio3d==2.4-4						      |	binr==1.1.1
BiocManager==1.30.19					      |	BiocManager==1.30.20
BiodiversityR==2.15-1					      <
bioseq==0.1.4						      <
  						      >	bipartite==2.18
  						      >	birk==2.1.2
blme==1.0-5						      |	bizdays==1.0.13
  						      >	blavaan==0.4-7
BMisc==1.4.5						      <
bnclassify==0.4.7					      <
  						      >	bnstruct==1.0.14
bookdown==0.32						      |	bookdown==0.33
bootnet==1.5						      <
BradleyTerry2==1.1-2					      |	breakDown==0.2.1
brant==0.3-0						      <
brglm==0.7.2						      <
  						      >	brm==1.1.1
brolgar==0.1.2						      |	broom==1.0.3
broom==1.0.2						      |	broom.helpers==1.12.0
broom.helpers==1.11.0					      <
  						      >	brulee==0.2.0
  						      >	bshazard==1.1
  						      >	buildmer==2.8
  						      >	bupaR==0.5.2
bvls==1.4						      |	C50==0.1.8
C50==0.1.7						      <
cachem==1.0.6						      |	cachem==1.0.7
  						      >	calendR==1.1
candisc==0.8-6						      <
car==3.1-1						      <
caracas==1.1.2						      <
caretEnsemble==2.0.1					      |	caretEnsemble==2.0.2
cartography==3.0.1					      <
caschrono==2.3						      <
cds==1.0.3						      <
cem==1.1.31						      <
cheatsheet==0.1.0					      |	ChannelAttribution==2.0.6
  						      >	chatgpt==0.2.0
checkpoint==1.0.2					      <
choroplethr==3.7.1					      <
chromote==0.1.1						      |	chron==2.3-60
chron==2.3-58						      |	chunked==0.6.0
ciTools==0.6.1						      |	ckanr==0.6.0
classInt==0.4-8						      |	classInt==0.4-9
cld2==1.2.4						      |	cld3==1.5.0
  						      >	cleandata==0.3.0
clue==0.3-63						      |	clue==0.3-64
clusterGeneration==1.3.7				      <
ClustGeo==2.1						      <
clustree==0.5.0						      <
cmfrec==3.5.0						      <
cmna==1.0.5						      <
cocor==1.1-4						      <
collapse==1.9.0						      |	coinmarketcapr==0.4
  						      >	collapse==1.9.3
  						      >	collapsibleTree==0.1.7
  						      >	colorBlindness==0.1.9
colorspace==2.0-3					      |	colorspace==2.1-0
Compind==2.6						      |	compareGroups==4.6.0
compositions==2.0-4					      |	compositions==2.0-5
condMVNorm==2020.1					      |	condformat==0.10.0
conflicted==1.1.0					      |	conflicted==1.2.0
  						      >	conicfit==1.0.4
  						      >	conText==1.4.3
contrast==0.24.2					      <
copula==1.1-1						      |	copula==1.1-2
  						      >	corpus==0.10.2
  						      >	corpustools==0.4.10
  						      >	COUNT==1.3.4
  						      >	COVID19==3.0.3
coxed==0.3.3						      <
crch==1.1-1						      <
cropcircles==0.1.1					      |	cricketr==0.0.26
cubature==2.0.4.5					      |	crypto2==1.4.5
Cubist==0.4.1						      |	CTT==2.3.3
  						      >	cubature==2.0.4.6
  						      >	cubing==1.0-5
  						      >	Cubist==0.4.2
  						      >	CVST==0.2-3
d3r==1.0.0						      |	d3r==1.0.1
d3Tree==0.2.2						      <
dae==3.2-14						      <
  						      >	dataMaid==1.4.1
  						      >	dataPreparation==1.0.5
data.table==1.14.6					      |	data.table==1.14.8
  						      >	DataVisualizations==1.2.3
date==1.2-41						      |	date==1.2-42
datos==0.5.0						      <
dbplyr==2.3.0						      |	dbplyr==2.3.1
ddalpha==1.3.13						      |	deaR==1.4
ddpcr==1.15						      <
ddplot==0.0.1						      <
deaR==1.3.3						      <
debugme==1.1.0						      <
deepboost==0.1.6					      <
deepnet==0.2.1						      <
  						      >	dendsort==0.3.4
denstrip==1.5.4						      <
derivmkts==0.2.5					      <
DescTools==0.99.47					      |	DescTools==0.99.48
devtools==2.4.1						      |	devtools==2.4.5
DHARMa==0.4.6						      <
did==2.1.2						      |	Dict==0.1.0
  						      >	dimRed==0.2.6
discretization==1.0-1.1					      <
dismo==1.3-9						      |	distillery==1.2-1
  						      >	distrEx==2.9.0
distrom==1.0.1						      <
dm==1.0.3						      |	dm==1.0.4
doBy==4.6.15						      <
dodgr==0.2.19						      <
dplyr==1.0.10						      |	dplyr==1.1.0
drc==3.0-1						      |	drat==0.2.3
DRDID==1.0.4						      <
  						      >	DRR==0.0.4
dtplyr==1.2.2						      |	dtplyr==1.3.0
dtwclust==5.5.11					      |	dtwclust==5.5.12
duckdb==0.6.2						      |	duckdb==0.7.1-1
dunn.test==1.3.5					      <
dynlm==0.3-6						      |	e1071==1.7-13
e1071==1.7-12						      |	earth==5.3.2
earth==5.3.1						      |	easypackages==0.1.0
easyr==0.5-10						      |	easyPubMed==2.13
easystats==0.6.0					      <
ecodist==2.0.9						      |	edgebundleR==0.1.4
economiccomplexity==1.4.0				      <
editData==0.1.8						      <
eechidna==1.4.1						      <
effectsize==0.8.2					      |	effectsize==0.8.3
eigenmodel==1.11					      <
  						      >	emojifont==0.5.5
ensembleR==0.1.0					      <
entropy==1.3.1						      <
epiR==2.0.56						      |	epiR==2.0.58
ergm==4.3.2						      |	equatiomatic==0.3.1
ergm.count==4.1.1					      <
esc==0.5.1						      <
eulerr==7.0.0						      |	eurostat==3.8.2
eva==0.2.6						      <
evd==2.3-6.1						      |	eventdataR==0.3.1
evir==1.7-4						      <
exactRankTests==0.8-35					      |	ExpAnalysis3d==0.1.1
ExcelFunctionsR==0.1.4					      <
ExpDes==1.2.2						      |	expectreg==0.52
explor==0.3.9						      |	expint==0.1-8
  						      >	export==0.3.0
extrafont==0.18						      |	extrafont==0.19
ez==4.4-0						      |	extRemes==2.1-3
  						      >	FactoClass==1.2.7
  						      >	fairmodels==1.2.1
fansi==1.0.3						      |	fansi==1.0.4
fAssets==3042.84					      <
fastai==2.2.0						      <
  						      >	fasterize==1.0.4
  						      >	fastGraph==2.1
fastmap==1.1.0						      |	fastmap==1.1.1
fastText==1.0.3						      <
fBasics==4021.93					      |	fauxpas==0.5.0
  						      >	fBasics==4022.94
fCopulae==4022.85					      <
FeatureImpCluster==0.1.5				      |	fedstatAPIr==0.2.0
featurizer==0.2						      |	FFTrees==1.9.0
fedmatch==2.0.5						      <
fExtremes==4021.83					      <
ff==4.0.7						      <
FFTrees==1.8.0						      <
  						      >	filehash==2.4-5
  						      >	FinCal==0.6.3
  						      >	fingerprint==3.5.7
  						      >	fit.models==0.64
  						      >	fivethirtyeight==0.6.2
flexdashboard==0.6.0					      |	flexdashboard==0.6.1
flextable==0.8.3					      |	flextable==0.8.6
float==0.3-0						      |	float==0.3-1
fma==2.4						      |	fma==2.5
  						      >	FME==1.3.6.2
  						      >	fmpcloudr==0.1.5
fMultivar==4021.83					      <
fontawesome==0.4.0					      |	fontawesome==0.5.0
forcats==0.5.2						      |	fontBitstreamVera==0.1.1
  						      >	fontLiberation==0.1.0
  						      >	fontquiver==0.2.1
  						      >	forcats==1.0.0
forecast==8.20						      |	forecast==8.21
forecastML==0.9.0					      <
Formula==1.2-4						      |	Formula==1.2-5
fpp2==2.4						      |	fpp2==2.5
fpp3==0.4.0						      |	fpp3==0.5
  						      >	fractaldim==0.8-5
  						      >	frailtyEM==1.0.1
  						      >	frair==0.5.100
FRK==2.1.3						      <
fs==1.5.2						      |	fs==1.6.1
FSA==0.9.3						      <
FSinR==2.0.5						      <
fueleconomy==1.0.0					      |	functional==0.6
fun==0.3						      <
funModeling==1.9.4					      <
future==1.30.0						      |	future==1.32.0
fuzzywuzzyR==1.0.5					      <
gam==1.22						      |	gam==1.22-1
gamlr==1.13-7						      <
gamlss==5.4-10						      <
gamlss.data==6.0-2					      <
gamlss.dist==6.0-5					      <
gap==1.5						      <
gargle==1.2.1						      |	gargle==1.3.0
gCat==0.2						      <
gcookbook==2.0						      <
gdtools==0.3.0						      |	gdtools==0.3.1
geckor==0.2.0						      <
genalg==0.2.1						      <
GenSA==1.1.7						      <
geobr==1.7.0						      <
geofacet==0.2.0						      <
geojsonio==0.10.0					      <
geometries==0.2.0					      |	geometries==0.2.2
geometry==0.4.6.1					      |	geometry==0.4.7
geoR==1.9-2						      <
  						      >	getopt==1.20.3
ggalluvial==0.12.3					      |	ggalluvial==0.12.5
ggblanket==1.6.2					      |	ggbump==0.1.0
ggdist==3.2.0						      |	ggdist==3.2.1
ggeffects==1.1.4					      |	ggeffects==1.2.0
ggExtra==0.10.0						      <
ggfx==1.0.1						      |	gggibbous==0.1.1
gginference==0.1.3					      |	gginnards==0.1.1
ggiraph==0.8.5						      |	ggiraph==0.8.6
ggiraphExtra==0.3.0					      <
ggnetwork==0.5.10					      <
ggokabeito==0.1.0					      <
ggplot2==3.4.0						      |	ggplot2==3.4.1
ggplotAssist==0.1.3					      <
  						      >	ggplotlyExtra==0.0.1
ggpointdensity==0.1.0					      <
ggpp==0.5.0						      |	ggpp==0.5.1
ggpubr==0.5.0						      |	ggRandomForests==2.2.1
ggrepel==0.9.2						      |	ggrastr==1.0.1
  	...
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v52 - GPU

21 Jan 17:19
0ad4271
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[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/rstats:v52

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	abess==0.4.6
abjutils==0.3.2						      <
academictwitteR==0.3.1					      <
AcceptanceSampling==1.0-8				      <
adegenet==2.1.8						      |	adegraphics==1.0-16
afex==1.2-0						      |	afex==1.2-1
  						      >	agridat==1.21
alabama==2022.4-1					      <
  						      >	altair==4.2.1
  						      >	andrews==1.1.0
ANN2==2.3.4						      <
anndata==0.7.5.5					      <
  						      >	aplore3==0.9
aricode==1.0.1						      |	argonDash==0.2.0
  						      >	argonR==0.2.0
  						      >	aricode==1.0.2
  						      >	arulesSequences==0.2-28
astsa==1.16						      |	astsa==2.0
autoencoder==1.1					      |	automap==1.0-16
autothresholdr==1.4.0					      <
  						      >	bacondecomp==0.1.1
basefun==1.1-3						      |	basecamb==1.1.0
BatchGetSymbols==2.6.4					      <
  						      >	bayesforecast==1.0.1
BB==2019.10-1						      <
BDEsize==1.6						      |	bcp==4.0.3
BDgraph==2.71						      <
bdscale==2.0.0						      <
  						      >	bezier==1.1.2
biganalytics==1.1.21					      <
billboarder==0.3.1					      |	billboarder==0.4.0
bindr==0.1.1						      <
bindrcpp==0.2.2						      <
  						      >	binom==1.1-1.1
BiodiversityR==2.14-4					      |	BiodiversityR==2.15-1
bios2mds==1.2.3						      <
  						      >	BMisc==1.4.5
BMS==0.3.5						      <
bookdown==0.31						      |	bookdown==0.32
  						      >	BradleyTerry2==1.1-2
breakDown==0.2.1					      |	brew==1.0-6
brew==1.0-8						      <
broom==1.0.1						      |	brolgar==0.1.2
broom.helpers==1.10.0					      |	broom==1.0.2
  						      >	broom.helpers==1.11.0
brulee==0.2.0						      <
bslib==0.4.1						      |	bslib==0.4.2
bst==0.3-23						      <
butcher==0.3.0						      |	bundle==0.1.0
  						      >	butcher==0.3.1
captioner==2.2.3					      <
CARBayesdata==3.0					      |	caracas==1.1.2
CARBayesST==3.3						      <
care==1.1.11						      <
  						      >	cartography==3.0.1
  						      >	CBPS==0.23
cclust==0.6-25						      <
  						      >	cheatsheet==0.1.0
choroplethrAdmin1==1.1.1				      <
cli==3.4.1						      |	cli==3.6.0
  						      >	clinspacy==1.0.2
clustMixType==0.2-15					      |	ClustGeo==2.1
  						      >	cmfrec==3.5.0
cobalt==4.4.1						      <
collapse==1.8.9						      |	collapse==1.9.0
collapsibleTree==0.1.7					      |	collections==0.3.7
collections==0.3.6					      <
colorBlindness==0.1.9					      <
colourvalues==0.3.7					      <
compareGroups==4.6.0					      |	compare==0.2-6
comprehenr==0.6.10					      <
concatenate==1.0.0					      <
coneproj==1.16						      <
  						      >	contrast==0.24.2
corpus==0.10.2						      <
COUNT==1.3.4						      <
coxphf==1.13.1						      <
curl==4.3.3						      |	curl==5.0.0
  						      >	d3Tree==0.2.2
  						      >	dae==3.2-14
DALEX==2.4.2						      |	DALEX==2.4.3
DatabionicSwarm==1.1.6					      |	dapr==0.0.3
datapasta==3.1.0					      <
dataPreparation==1.0.5					      <
  						      >	datarobot==2.18.2
datawizard==0.6.4					      |	datawizard==0.6.5
date==1.2-40						      |	date==1.2-41
datetime==0.1.4						      <
dbplot==0.3.3						      |	dbplyr==2.3.0
dbplyr==2.2.1						      <
  						      >	ddalpha==1.3.13
deaR==1.3.2						      |	deaR==1.3.3
decido==0.3.0						      <
DeclareDesign==1.0.0					      <
deepregression==0.3.1					      |	deepnet==0.2.1
DepthProc==2.1.5					      <
  						      >	derivmkts==0.2.5
devEMF==4.1-1						      |	devEMF==4.2
DFA==0.9.0						      <
  						      >	dgof==1.4
  						      >	did==2.1.2
DIMORA==0.3.1						      |	DIMORA==0.3.3
  						      >	discretization==1.0-1.1
distrEx==2.9.0						      <
  						      >	distrom==1.0.1
dlr==1.0.1						      <
  						      >	doBy==4.6.15
  						      >	dodgr==0.2.19
  						      >	donut==1.0.2
doRNG==1.8.2						      |	doRNG==1.8.6
DoubleML==0.5.2						      <
dplR==1.7.4						      <
  						      >	DRDID==1.0.4
  						      >	dreamerr==1.2.3
DT==0.26						      |	DT==0.27
duckdb==0.6.1						      |	duckdb==0.6.2
easypackages==0.1.0					      |	easyr==0.5-10
edfReader==1.2.1					      <
  						      >	eeptools==1.2.4
  						      >	EffectStars==1.9-1
emojifont==0.5.5					      |	energy==1.7-11
energy==1.7-10						      <
  						      >	EnsCat==1.1
epiR==2.0.54						      |	epiR==2.0.56
eplusr==0.15.3						      <
epwshiftr==0.1.3					      <
  						      >	ergm.count==4.1.1
evaluate==0.19						      |	evaluate==0.20
ExpAnalysis3d==0.1.1					      |	ExcelFunctionsR==0.1.4
expm==0.999-6						      |	explore==1.0.2
ExPosition==2.8.23					      |	expm==0.999-7
fabricatr==1.0.0					      |	fanplot==4.0.0
facebookadsR==0.1.0					      <
fairness==1.2.2						      <
  						      >	faraway==1.0.8
fasterize==1.0.4					      <
fCopulae==4021.84					      |	fCopulae==4022.85
fdapace==0.5.9						      <
  						      >	featurizer==0.2
FFTrees==1.7.5						      |	FFTrees==1.8.0
filesstrings==3.2.3					      |	finalfit==1.0.6
finalfit==1.0.5						      <
fishualize==0.2.3					      <
fivethirtyeight==0.6.2					      |	fixest==0.11.1
flexsurv==2.2						      <
fmsb==0.7.4						      |	fmsb==0.7.5
fNonlinear==4021.81					      <
forecast==8.19						      |	forecast==8.20
  						      >	forecastML==0.9.0
formatR==1.12						      |	formatR==1.14
fpc==2.2-9						      |	fpc==2.2-10
fpow==0.0-2						      <
  						      >	FRK==2.1.3
  						      >	frontier==1.1-8
  						      >	FSinR==2.0.5
fstcore==0.9.12						      |	fstcore==0.9.14
funprog==0.3.0						      <
funtimes==9.0						      <
future==1.29.0						      |	future==1.30.0
fy==0.3.0						      |	fuzzywuzzyR==1.0.5
  						      >	gamlr==1.13-7
gap==1.3-1						      |	gap==1.5
gapmap==0.1.0						      <
  						      >	gCat==0.2
gdalcubes==0.6.2					      |	gdalUtilities==1.2.3
gdalUtilities==1.2.2					      <
gdtools==0.2.4						      |	gdtools==0.3.0
  						      >	genalg==0.2.1
  						      >	GenBinomApps==1.2
GeneralizedUmatrix==1.2.5				      <
genridge==0.6.7						      <
  						      >	geobr==1.7.0
  						      >	geodata==0.5-3
geojsonR==1.1.0						      |	geojsonR==1.1.1
geostan==0.4.1						      <
  						      >	gfonts==0.2.0
ggbeeswarm==0.6.0					      |	ggbeeswarm==0.7.1
ggbump==0.1.0						      |	ggblanket==1.6.2
  						      >	ggcharts==0.2.1
ggdag==0.2.7						      <
gginnards==0.1.1					      |	gginference==0.1.3
  						      >	ggjoy==0.4.1
  						      >	ggmice==0.0.1
  						      >	ggnetwork==0.5.10
ggpmisc==0.5.1						      |	ggpmisc==0.5.2
ggQC==0.0.31						      <
ggsn==0.5.0						      |	ggsoccer==0.1.7
  						      >	ggstatsplot==0.10.0
ggTimeSeries==1.0.2					      <
  						      >	ggversa==0.0.1
  						      >	git2r==0.30.1
  						      >	glmmTMB==1.1.5
glmnetUtils==1.1.8					      <
glmtoolbox==0.1.4					      <
gmapsdistance==4.0.0					      <
gmm==1.7						      <
  						      >	googleAnalyticsR==1.1.0
  						      >	googleAuthR==2.0.0
  						      >	googlePolylines==0.8.2
gower==1.0.0						      |	googleway==2.7.6
  						      >	gower==1.0.1
  						      >	GpGp==0.4.0
graphframes==0.1.2					      <
graphicalVAR==0.3					      <
greybox==1.0.6						      |	greybox==1.0.7
grf==2.2.0						      |	grf==2.2.1
  						      >	grImport==0.9-5
  						      >	grImport2==0.2-0
  						      >	gTests==0.2
gtsummary==1.6.3					      |	gtsummary==1.7.0
  						      >	GUILDS==1.4.5
  						      >	gutenbergr==0.2.3
  						      >	GWmodel==2.2-9
HardyWeinberg==1.7.5					      |	harrypotter==2.1.1
heatmaply==1.4.0					      |	heatmaply==1.4.2
hflights==0.1						      <
HiddenMarkov==1.8-13					      <
highr==0.9						      |	highr==0.10
HistogramTools==0.3.2					      <
  						      >	hopkins==1.0
  						      >	housingData==0.3.0
  						      >	hqreg==1.4
HRW==1.0-5						      |	hrqglas==1.0.1
htmlwidgets==1.5.4					      |	htmlwidgets==1.6.1
  						      >	httpcache==1.2.0
httpuv==1.6.6						      |	httpuv==1.6.8
hutils==1.8.1						      |	huxtable==5.5.2
huxtable==5.5.1						      <
hypr==0.2.3						      <
icesTAF==4.0.0						      |	icesTAF==4.0.2
ijtiff==2.2.9						      |	imager==0.42.16
imager==0.42.13						      |	imagerExtra==1.3.2
import==1.3.0						      <
ingredients==2.2.0					      |	ingredients==2.3.0
InspectChangepoint==1.2					      <
insurancerating==0.7.1					      |	insurancerating==0.7.2
intsvy==2.6						      <
isoband==0.2.6						      |	isoband==0.2.7
itsmr==1.10						      <
Jmisc==0.3.1.1						      <
KernelKnn==1.1.4					      |	KernelKnn==1.1.5
  						      >	KFAS==1.4.6
  						      >	kmed==0.4.2
landsat==1.1.0						      |	languageserver==0.3.15
languageserver==0.3.14					      |	LaplacesDemon==16.1.6
latexpdf==0.1.7						      <
lava==1.7.0						      |	lava==1.7.1
lavaan==0.6-12						      |	lavaan==0.6-13
  						      >	leaflet.extras==1.0.0
  						      >	leafpm==0.1.0
  						      >	learnr==0.11.2
lessR==4.2.4						      |	lessR==4.2.5
lhs==1.1.5						      |	lhs==1.1.6
lidaRtRee==4.0.3					      |	lidR==4.0.2
lidR==4.0.1						      <
  						      >	lindia==0.9
  						      >	linkprediction==1.0-0
listenv==0.8.0						      |	listenv==0.9.0
  						      >	listviewer==3.0.0
  						      >	lmomco==2.4.7
  						      >	Lmoments==1.3-1
lmridge==1.2.1						      <
locfdr==1.1-8						      <
  						      >	locpol==0.8.0
logisticPCA==0.2					      <
logKDE==0.3.2						      <
  						      >	lomb==2.1.0
  						      >	longitudinalData==2.4.1
lunar==0.2-1						      <
lwgeom==0.2-10						      |	lwgeom==0.2-11
  						      >	mapedit==0.6.0
mapproj==1.2.9						      |	mapproj==1.2.11
maptools==1.1-5						      |	maptools==1.1-6
  						      >	maptpx==1.9-7
  						      >	MBA==0.1-0
  						      >	mco==1.15.6
mctest==1.3.1						      <
  						      >	mdsr==0.2.7
  						      >	measurementProtocol==0.1.0
memery==0.5.6						      <
  						      >	memuse==4.2-2
meta==6.0-0						      |	meta==6.1-0
  						      >	metaviz==0.3.1
mets==1.3.1						      |	mets==1.3.2
miceadds==3.15-21					      |	micEcon==0.6-18
midasr==0.8						      <
mildsvm==0.4.0						   ...
Read more

v51 - GPU

17 Dec 01:23
0ad4271
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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:v51

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	abd==0.2-8
  						      >	abjutils==0.3.2
  						      >	AcceptanceSampling==1.0-8
adagio==0.8.5						      <
ade4==1.7-19						      |	ade4==1.7-20
afex==1.1-1						      |	afex==1.2-0
AFR==0.2.1						      <
  						      >	agtboost==0.9.3
  						      >	AICcmodavg==2.3-1
alphashape3d==1.3.1					      <
ALSM==0.2.0						      |	amap==0.8-19
amap==0.8-18						      |	Amelia==1.8.1
Amelia==1.8.0						      <
  						      >	anocva==0.1.1
  						      >	apcluster==1.4.10
apollo==0.2.8						      <
archive==1.1.5						      |	ARDL==0.2.1
  						      >	areal==0.1.8
  						      >	aricode==1.0.1
arrow==9.0.0.2						      |	arrow==10.0.1
arules==1.7-4						      |	arules==1.7-5
AsioHeaders==1.22.1-1					      |	AsioHeaders==1.22.1-2
assertr==2.8						      |	assertr==3.0.0
  						      >	assist==3.1.8
  						      >	attempt==0.3.1
autoFRK==1.4.3						      |	autothresholdr==1.4.0
automap==1.0-16						      <
aws.signature==0.6.0					      <
  						      >	barcode==1.3.0
  						      >	BART==2.9
base64url==1.4						      |	baseballr==1.3.0
baseline==1.3-4						      |	basefun==1.1-3
BasketballAnalyzeR==0.5.0				      <
bayesm==3.1-4						      |	bayesm==3.1-5
bayesplot==1.9.0					      |	bayesplot==1.10.0
bayesrules==0.0.2					      <
bbotk==0.5.4						      |	bbotk==0.7.2
  						      >	BDEsize==1.6
  						      >	BDgraph==2.71
beanplot==1.3.1						      <
  						      >	Benchmarking==0.31
BiasedUrn==1.07						      |	BiasedUrn==2.0.8
bibtex==0.5.0						      <
biclustermd==0.2.3					      |	biganalytics==1.1.21
  						      >	bigD==0.2.0
bigmemory.sri==0.1.3					      |	bigmemory==4.6.1
bigrquery==1.4.0					      |	bigmemory.sri==0.1.6
  						      >	bigrquery==1.4.1
  						      >	bindrcpp==0.2.2
binom==1.1-1.1						      |	bio3d==2.4-4
binr==1.1.1						      <
bioacoustics==0.2.8					      <
BiocManager==1.30.18					      |	BiocManager==1.30.19
  						      >	bioseq==0.1.4
BioStatR==3.1.2						      <
bipartite==2.17						      |	bit==4.0.5
bit==4.0.4						      <
blavaan==0.4-3						      <
  						      >	BMS==0.3.5
  						      >	bnclassify==0.4.7
Bolstad2==1.0-29					      |	bonsai==0.2.1
bonsai==0.2.0						      |	bookdown==0.31
bookdown==0.29						      |	Boom==0.9.11
Boom==0.9.10						      <
Boruta==7.0.0						      |	Boruta==8.0.0
bpca==1.3-4						      |	brant==0.3-0
  						      >	brglm==0.7.2
brnn==0.9.2						      |	Brobdingnag==1.2-9
Brobdingnag==1.2-7					      <
broman==0.80						      <
broom.helpers==1.9.0					      |	broom.helpers==1.10.0
bslib==0.4.0						      |	bslib==0.4.1
bsts==0.9.8						      |	bsts==0.9.9
bubblyr==0.1.2						      <
C50==0.1.6						      |	bvls==1.4
  						      >	C50==0.1.7
calendR==1.1						      <
callr==3.7.2						      |	callr==3.7.3
car==3.1-0						      |	captioner==2.2.3
CARBayes==5.3						      |	car==3.1-1
  						      >	CARBayesST==3.3
  						      >	care==1.1.11
cartography==3.0.1					      |	cartogram==0.2.2
  						      >	caschrono==2.3
CausalImpact==1.2.7					      |	CausalImpact==1.3.0
cba==0.2-21						      |	cba==0.2-23
  						      >	cclust==0.6-25
  						      >	cds==1.0.3
  						      >	cem==1.1.31
  						      >	changepoint==2.2.4
ChemoSpec==6.1.3					      |	checkpoint==1.0.2
ChemoSpecUtils==1.0.0					      <
chilemapas==0.3.0					      <
  						      >	choroplethrAdmin1==1.1.1
ckanr==0.6.0						      |	circular==0.4-95
  						      >	ciTools==0.6.1
  						      >	cld2==1.2.4
clue==0.3-61						      |	clue==0.3-63
clusterability==0.1.1.0					      <
  						      >	clusterSim==0.50-1
  						      >	clustMixType==0.2-15
  						      >	clustree==0.5.0
cmm==0.12						      |	cmna==1.0.5
  						      >	cobalt==4.4.1
coinmarketcapr==0.4					      <
collections==0.3.5					      |	collapsibleTree==0.1.7
  						      >	collections==0.3.6
colorhcplot==1.3.1					      <
colourpicker==1.1.1					      |	colourpicker==1.2.0
compareGroups==4.5.1					      |	compareGroups==4.6.0
  						      >	Compind==2.6
  						      >	compositions==2.0-4
  						      >	comprehenr==0.6.10
  						      >	concatenate==1.0.0
  						      >	condMVNorm==2020.1
  						      >	coneproj==1.16
conText==1.1.0						      |	contentid==0.0.16
contrast==0.24.2					      <
convertr==0.1						      <
copula==1.1-0						      |	copula==1.1-1
CORElearn==1.56.0					      |	CORElearn==1.57.3
  						      >	correlationfunnel==0.2.0
  						      >	COUNT==1.3.4
  						      >	coxed==0.3.3
  						      >	coxphf==1.13.1
  						      >	crch==1.1-1
cropcircles==0.1.0					      |	cropcircles==0.1.1
crypto2==1.4.4						      <
csv==0.6.2						      <
Cubist==0.4.0						      |	Cubist==0.4.1
CVST==0.2-3						      |	cutpointr==1.1.2
  						      >	cvar==0.5
  						      >	cvAUC==1.1.4
  						      >	cvTools==0.3.2
  						      >	DatabionicSwarm==1.1.6
dataCompareR==0.1.4					      <
datamods==1.3.4						      |	datamods==1.4.0
datasetsICR==1.0					      |	data.table==1.14.6
data.table==1.14.4					      <
datawizard==0.6.2					      |	datawizard==0.6.4
date==1.2-39						      |	date==1.2-40
  						      >	dbplot==0.3.3
dbscan==1.1-10						      |	dbscan==1.1-11
  						      >	dcurver==0.9.2
deaR==1.3						      |	ddplot==0.0.1
  						      >	deaR==1.3.2
  						      >	decido==0.3.0
  						      >	DeclareDesign==1.0.0
  						      >	deducorrect==1.3.7
  						      >	deepboost==0.1.6
  						      >	deepregression==0.3.1
dendroextras==0.2.3					      |	densEstBayes==1.0-2.1
  						      >	denstrip==1.5.4
  						      >	DEoptim==2.2-8
  						      >	DepthProc==2.1.5
DescTools==0.99.46					      |	descriptr==0.5.2
deSolve==1.33						      |	DescTools==0.99.47
devEMF==4.1						      |	deSolve==1.34
  						      >	devEMF==4.1-1
  						      >	DFA==0.9.0
  						      >	DHARMa==0.4.6
dials==1.0.0						      |	dials==1.1.0
didrooRFM==1.0.0					      <
diffdf==1.0.4						      <
digest==0.6.29						      |	digest==0.6.31
dimRed==0.2.6						      <
  						      >	discreteRV==1.2.2
dispmod==1.2						      |	distr==2.9.1
distr==2.8.0						      |	distrEx==2.9.0
distrEx==2.8.0						      <
distributions3==0.2.1					      <
distrom==1.0.1						      |	dlm==1.1-6
diversitree==0.9-16					      |	dlookr==0.6.1
dlm==1.1-5						      |	dlr==1.0.1
dlookr==0.6.0						      |	dm==1.0.3
doBy==4.6.13						      <
docstring==1.0.0					      <
DoubleML==0.5.1						      |	DoubleML==0.5.2
  						      >	downlit==0.4.2
  						      >	dplR==1.7.4
dreamerr==1.2.3						      |	drc==3.0-1
DRR==0.0.4						      <
DT==0.25						      |	DT==0.26
duckdb==0.5.1						      |	duckdb==0.6.1
  						      >	dummy==0.1.3
e1071==1.7-11						      |	e1071==1.7-12
  						      >	easypackages==0.1.0
  						      >	easystats==0.6.0
  						      >	ecodist==2.0.9
  						      >	edfReader==1.2.1
  						      >	editrules==2.9.3
effectsize==0.8.0					      |	effectsize==0.8.2
eha==2.10.0						      <
elevatr==0.4.2						      <
EMCluster==0.2-14					      |	elo==3.0.1
  						      >	embed==1.0.0
  						      >	Epi==2.47
epiR==2.0.52						      |	epiR==2.0.54
ergm==4.2.3						      |	eplusr==0.15.3
  						      >	epwshiftr==0.1.3
  						      >	ergm==4.3.2
  						      >	esc==0.5.1
eurostat==3.7.10					      |	estimatr==1.0.0
  						      >	etm==1.1.1
  						      >	eulerr==7.0.0
evaluate==0.17						      |	evaluate==0.19
exactextractr==0.9.0					      <
  						      >	ExPanDaR==0.5.3
explore==0.9.0						      |	explor==0.3.9
  						      >	ExPosition==2.8.23
  						      >	expss==0.11.4
FAdist==2.4						      |	fabricatr==1.0.0
  						      >	facebookadsR==0.1.0
fANCOVA==0.6-1						      <
  						      >	fAssets==3042.84
fasterize==1.0.3					      |	fasterize==1.0.4
  						      >	fastshap==0.0.7
  						      >	fastText==1.0.3
faux==1.1.0						      |	fBasics==4021.93
fBasics==4021.92					      |	fclust==2.1.1.1
  						      >	fCopulae==4021.84
  						      >	fdapace==0.5.9
  						      >	FeatureHashing==0.9.1.5
  						      >	FeatureImpCluster==0.1.5
fGarch==4021.88						      |	fGarch==4022.89
filehash==2.4-3						      |	filelock==1.0.2
filehashSQLite==0.2-6					      |	filesstrings==3.2.3
filematrix==1.3						      <
  						      >	fishualize==0.2.3
fixest==0.10.4						      |	fivethirtyeight==0.6.2
flextable==0.8.2					      |	flextable==0.8.3
fmsb==0.7.3						      |	fmsb==0.7.4
fontawesome==0.3.0					      |	fNonlinear==4021.81
  						      >	fontawesome==0.4.0
forecast==8.18						      |	forecast==8.19
ForecastComb==1.3.1					      <
  						      >	forestmodel==0.6.2
  						      >	fpow==0.0-2
fracdiff==1.5-1						      |	fracdiff==1.5-2
fractaldim==0.8-5					      |	fredr==2.1.0
frbs==3.2-0						      <
FSelectorRcpp==0.3.8					      <
fst==0.9.4						      |	fst==0.9.8
  						      >	fstcore==0.9.12
  						      >	fun==0.3
  						      >	funprog==0.3.0
  						      >	funtimes==9.0
future==1.28.0						      |	future==1.29.0
future.apply==1.9.1					      |	future.apply==1.10.0
  						      >	fy==0.3.0
  						      >	GA==3.2.3
gam==1.20.2						      |	gam==1.22
gamlr==1.13-7						      |	gamlss==5.4-10
gamlss==5.4-3						      <
  						      >	gamm4==0.2-6
  						      >	gap==1.3-1
  						      >	gap.datasets==0.0.5
  						      >	gapmap==0.1.0
  						      >	gbutils==0.5
gdalUtilities==1.2.1					      |	gdalcubes==0.6.2
  						      >	gdalUtilities==1.2.2
gee==4.13-24						      |	geckor==0.2.0
  						      >	gee==4.13-25
genalg==0.2.1						      |	geigen==2.3
  						      >	generalhoslem==1.3.4
  						      >	GeneralizedUmatrix==1.2.5
genius==2.2.3						      |	geniusr==1.2.1
GenOrd==1.4.0						      <
geodist==0.0.7						      |	geodist==0.0.8
  						      >	geofacet==0.2.0
geohashTools==0.3.1					      <
geojsonlint==0.4.0					      |	geojsonR==1.1.0
geosphere==1.5-14					      |	geoR==1.9-2
geostan==0.4.0						      |	geosphere==1.5-18
gert==1.9.1						      |	geostan==0.4.1
GetoptLong==1.0.5					      |	gert==1.9.2
ggborderline==0.1.0					      <
ggdag==0...
Read more

v50 - CPU

19 Oct 14:01
0ad4271
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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-images/rstats:v50

== Comparing Rscript /tools/r_list_versions.R | sort ==
abd==0.2-8						      <
  						      >	academictwitteR==0.3.1
  						      >	adagio==0.8.5
  						      >	adegenet==2.1.8
admisc==0.29						      |	admisc==0.30
AFR==0.1.0						      |	AFR==0.2.1
agridat==1.21						      |	ahptopsis2n==0.2.0
AICcmodavg==2.3-1					      <
  						      >	alabama==2022.4-1
  						      >	alr4==1.0.6
  						      >	ALSM==0.2.0
  						      >	amap==0.8-18
anndata==0.7.5.4					      |	anndata==0.7.5.5
  						      >	archive==1.1.5
arrow==9.0.0						      |	arrow==9.0.0.2
asymmetry==2.0.4					      <
autocogs==0.1.4						      <
  						      >	autoFRK==1.4.3
aweek==1.0.2						      |	aweek==1.0.3
Barnard==1.8						      <
barplot3d==1.0.1					      <
baseballr==1.3.0					      <
  						      >	BasketballAnalyzeR==0.5.0
BayesFM==0.1.5						      <
bayesGARCH==2.1.10					      <
BayesLogit==2.1						      <
bayestestR==0.12.1					      |	bayesrules==0.0.2
  						      >	bayestestR==0.13.0
  						      >	BayesTree==0.3-1.4
BBmisc==1.12						      |	BBmisc==1.13
  						      >	bdscale==2.0.0
  						      >	beanplot==1.3.1
bib2df==1.1.1						      |	BiasedUrn==1.07
bibtex==0.4.2.3						      |	bibtex==0.5.0
  						      >	biclustermd==0.2.3
  						      >	bioacoustics==0.2.8
Biodem==0.5						      <
  						      >	bios2mds==1.2.3
  						      >	bipartite==2.17
bnlearn==4.7.1						      |	bnlearn==4.8.1
  						      >	Boruta==7.0.0
  						      >	bpca==1.3-4
brew==1.0-7						      |	brew==1.0-8
brms==2.17.0						      |	brms==2.18.0
  						      >	brnn==0.9.2
  						      >	broman==0.80
broom.helpers==1.8.0					      |	broom.helpers==1.9.0
brulee==0.1.0						      |	brulee==0.2.0
  						      >	bst==0.3-23
bupaR==0.5.0						      |	bubblyr==0.1.2
CADFtest==0.3-3						      <
cAIC4==1.0						      <
captioner==2.2.3					      <
carat==2.0.2						      <
cat==0.0-7						      <
catdata==1.2.2						      <
causaldata==0.1.3					      <
  						      >	cba==0.2-21
cdparcoord==1.0.1					      <
cem==1.1.31						      <
changepoint==2.2.3					      <
choroplethr==3.7.0					      |	chilemapas==0.3.0
choroplethrAdmin1==1.1.1				      |	choroplethr==3.7.1
chron==2.3-57						      |	chromote==0.1.1
chunked==0.6.0						      |	chron==2.3-58
classInt==0.4-7						      |	classInt==0.4-8
cli==3.4.0						      |	cli==3.4.1
clustMixType==0.2-15					      <
  						      >	cmm==0.12
cobalt==4.4.0						      <
cointReg==0.2.0						      |	collapse==1.8.9
collapse==1.8.8						      <
  						      >	colorBlindness==0.1.9
  						      >	colourvalues==0.3.7
commonmark==1.8.0					      |	commonmark==1.8.1
compositions==2.0-4					      <
confintr==0.1.2						      |	confintr==0.2.0
  						      >	conText==1.1.0
  						      >	contrast==0.24.2
  						      >	coop==0.6-3
correlation==0.8.2					      |	corpus==0.10.2
  						      >	correlation==0.8.3
coxed==0.3.3						      |	cpp11==0.4.3
cpp11==0.4.2						      |	crayon==1.5.2
crayon==1.5.1						      <
  						      >	creditmodel==1.3.1
  						      >	cropcircles==0.1.0
  						      >	crosstable==0.5.0
curl==4.3.2						      |	curl==4.3.3
cvAUC==1.1.4						      <
cvTools==0.3.2						      <
  						      >	d3r==1.0.0
  						      >	dagitty==0.3-1
dapr==0.0.3						      <
  						      >	datapasta==3.1.0
dataRetrieval==2.7.11					      <
data.table==1.14.2					      |	datasauRus==0.1.6
  						      >	datasetsICR==1.0
  						      >	data.table==1.14.4
datawizard==0.5.1					      |	datawizard==0.6.2
dbarts==0.9-22						      <
deepdive==1.0.4						      |	deaR==1.3
deflateBR==1.1.2					      |	debugme==1.1.0
DEoptim==2.2-6						      |	dendroextras==0.2.3
dgof==1.4						      <
  						      >	DiceKriging==1.6.0
Dict==0.1.0						      |	didrooRFM==1.0.0
DIMORA==0.3.0						      |	DIMORA==0.3.1
dismo==1.3-8						      |	dismo==1.3-9
  						      >	distributions3==0.2.1
  						      >	dlm==1.1-5
  						      >	doBy==4.6.13
dotCall64==1.0-1					      |	dotCall64==1.0-2
drc==3.0-1						      <
dtw==1.22-3						      |	dtw==1.23-1
dtwclust==5.5.10					      |	dtwclust==5.5.11
duckdb==0.5.0						      |	duckdb==0.5.1
dummy==0.1.3						      <
easyr==0.5-9						      <
ecm==6.3.0						      <
edgar==2.0.5						      <
eeptools==1.2.4						      |	eechidna==1.4.1
effectsize==0.7.0.5					      |	effectsize==0.8.0
  						      >	elevatr==0.4.2
elo==3.0.1						      <
embed==1.0.0						      <
EnsCat==1.1						      |	ensembleR==0.1.0
Epi==2.47						      <
  						      >	epiR==2.0.52
  						      >	epitools==0.5-10.1
  						      >	ergm==4.2.3
etm==1.1.1						      <
evaluate==0.16						      |	eva==0.2.6
  						      >	evaluate==0.17
eventdataR==0.3.1					      <
exact2x2==1.6.6						      |	Exact==3.2
Exact==3.1						      |	exactextractr==0.9.0
exactci==1.4-2						      <
ExPanDaR==0.5.3						      |	ExpAnalysis3d==0.1.1
expss==0.11.1						      <
  						      >	ez==4.4-0
  						      >	FAdist==2.4
fanplot==4.0.0						      <
faraway==1.0.8						      <
farff==1.1.1						      <
  						      >	fastcluster==1.2.3
fastmatrix==0.4-124					      |	fastmatrix==0.4-1245
  						      >	fedmatch==2.0.5
  						      >	fExtremes==4021.83
FFTrees==1.7.0						      |	FFTrees==1.7.5
fGarch==4021.87						      |	fGarch==4021.88
filelock==1.0.2						      |	filehashSQLite==0.2-6
  						      >	filematrix==1.3
FinCal==0.6.3						      |	finetune==1.0.1
finetune==1.0.0						      <
fitzRoy==1.1.0						      <
fivethirtyeight==0.6.2					      <
flashClust==1.01-2					      <
flextable==0.8.0					      |	flextable==0.8.2
forecast==8.17.0					      |	forecast==8.18
forestplot==2.0.1					      <
fredr==2.1.0						      <
freqparcoord==1.0.1					      <
FRK==2.0.6						      <
FSAdata==0.3.9						      <
FuzzyR==2.3.2						      <
  						      >	gee==4.13-24
geofacet==0.2.0						      |	genridge==0.6.7
  						      >	GenSA==1.1.7
  						      >	geodist==0.0.7
  						      >	geohashTools==0.3.1
  						      >	geojson==0.3.4
  						      >	geojsonio==0.10.0
  						      >	geojsonlint==0.4.0
geoR==1.9-2						      <
gert==1.8.0						      |	geostan==0.4.0
  						      >	gert==1.9.1
ggcorrplot==0.1.3					      |	ggcorrplot==0.1.4
  						      >	ggdag==0.2.6
ggforce==0.3.4						      |	ggforce==0.4.1
ggfx==1.0.1						      <
gghighlight==0.3.3					      |	gghighlight==0.4.0
gglasso==1.5						      <
ggnewscale==0.4.7					      |	ggnetwork==0.5.10
  						      >	ggnewscale==0.4.8
  						      >	ggparty==1.0.0
ggplotgui==1.0.0					      <
ggpmisc==0.5.0						      |	ggpmisc==0.5.1
ggpp==0.4.4						      |	ggpp==0.4.5
ggraph==2.0.6						      |	ggraph==2.1.0
ggridges==0.5.3						      |	ggridges==0.5.4
ggsignif==0.6.3						      |	ggsignif==0.6.4
ggsn==0.5.0						      <
ggstatsplot==0.9.4					      |	ggstatsplot==0.9.5
ggtern==3.3.5						      |	ggstream==0.1.0
ggtext==0.1.1						      |	ggtext==0.1.2
  						      >	ggvoronoi==0.8.5
  						      >	githubinstall==0.2.2
glmmTMB==1.1.4						      |	glmm==1.4.4
  						      >	glmmML==1.1.3
  						      >	Gmedian==1.2.7
  						      >	gmm==1.7
GoFKernel==2.1-1					      <
  						      >	googleAnalyticsR==1.1.0
  						      >	googleAuthR==2.0.0
googlePolylines==0.8.2					      <
graphlayouts==0.8.1					      |	graphlayouts==0.8.2
greybox==1.0.5						      |	greybox==1.0.6
  						      >	grf==2.2.0
gridtext==0.1.4						      |	gridtext==0.1.5
  						      >	grImport==0.9-5
  						      >	grImport2==0.2-0
grr==0.9.5						      <
gtExtras==0.4.2						      <
gtsummary==1.6.1					      |	gtsummary==1.6.2
gutenbergr==0.2.1					      <
h2o==3.36.1.2						      |	gWidgets2==1.0-9
  						      >	h2o==3.38.0.1
HDCI==1.0-2						      |	hdf5r==1.3.7
hdf5r==1.3.5						      <
heatmaply==1.3.0					      |	heatmaply==1.4.0
heplots==1.3-9						      |	heplots==1.4-1
hflights==0.1						      <
highfrequency==0.9.5					      <
  						      >	HMM==1.0.1
  						      >	hnp==1.2-6
httr2==0.2.1						      |	httr2==0.2.2
humaniformat==0.6.0					      <
hutils==1.8.1						      |	hydroGOF==0.4-0
  						      >	iCellR==1.6.5
igraph==1.3.4						      |	igraph==1.3.5
imguR==1.0.3						      <
  						      >	import==1.3.0
insight==0.18.2						      |	insight==0.18.5
  						      >	interactionTest==1.2
  						      >	interplot==0.2.3
ipw==1.0-11						      <
irlba==2.3.5						      |	irlba==2.3.5.1
isoband==0.2.5						      |	isoband==0.2.6
ISOcodes==2022.01.10					      |	ISOcodes==2022.09.29
jmvcore==2.3.12						      |	jomo==2.7-4
jomo==2.7-3						      <
  						      >	jqr==1.2.3
jsonlite==1.8.0						      |	jsonlite==1.8.2
  						      >	jsonvalidate==1.3.2
  						      >	kerasR==0.8.1
  						      >	keyATM==0.4.1
  						      >	kgrams==0.1.2
  						      >	kinship2==1.9.6
labelled==2.9.1						      |	labelled==2.10.0
LaF==0.8.4						      <
LambertW==0.6.7						      |	LambertW==0.6.7-1
languageserver==0.3.13					      |	languageserver==0.3.14
latexpdf==0.1.7						      <
  						      >	LatticeKrig==8.4
lavaanPlot==0.6.2					      <
  						      >	leafgl==0.1.1
leafpop==0.1.0						      |	leafsync==0.1.0
  						      >	leaftime==0.2.0
lexRankr==0.5.2						      <
librarian==1.8.1					      |	lidR==4.0.1
lifecycle==1.0.2					      |	lifecycle==1.0.3
lift==0.0.2						      <
  						      >	lindia==0.9
  						      >	Lock5Data==3.0.0
  						      >	logistf==1.24.1
  						      >	logspline==2.1.17
  						      >	lomb==2.1.0
lpSolve==5.6.16						      |	LowRankQP==1.0.5
  						      >	lpSolve==5.6.17
ltmle==1.2-0						      <
lvplot==0.2.0						      |	lwgeom==0.2-9
lwgeom==0.2-8						      <
malariaAtlas==1.0.1					      <
manipulate==1.0.1					      <
mapmisc==1.8.0						      <
mapview==2.11.0						      <
MatchIt==4.4.0						      <
matlab==1.0.4						      <
matrixcalc==1.0-5					      |	matrixcalc==1.0-6
  						      >	matrixNormal==0.1.1
Matrix.utils==0.9.8					      <
  						      >	mclustcomp==0.3.3
MCMCglmm==2.34						      <
  						      >	MCMCvis==0.15.5
  						      >	Mcomp==2.8
  						      >	measurem...
Read more

v50 - GPU

19 Oct 14:45
0ad4271
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:v50

== Comparing Rscript /tools/r_list_versions.R | sort ==
abd==0.2-8						      <
  						      >	academictwitteR==0.3.1
  						      >	adagio==0.8.5
  						      >	adegenet==2.1.8
admisc==0.29						      |	admisc==0.30
AFR==0.1.0						      |	AFR==0.2.1
agridat==1.21						      |	ahptopsis2n==0.2.0
AICcmodavg==2.3-1					      <
  						      >	alabama==2022.4-1
  						      >	alr4==1.0.6
  						      >	ALSM==0.2.0
  						      >	amap==0.8-18
anndata==0.7.5.4					      |	anndata==0.7.5.5
  						      >	archive==1.1.5
arrow==9.0.0						      |	arrow==9.0.0.2
asymmetry==2.0.4					      <
autocogs==0.1.4						      <
  						      >	autoFRK==1.4.3
aweek==1.0.2						      |	aweek==1.0.3
Barnard==1.8						      <
barplot3d==1.0.1					      <
baseballr==1.3.0					      <
  						      >	BasketballAnalyzeR==0.5.0
BayesFM==0.1.5						      <
bayesGARCH==2.1.10					      <
BayesLogit==2.1						      <
bayestestR==0.12.1					      |	bayesrules==0.0.2
  						      >	bayestestR==0.13.0
  						      >	BayesTree==0.3-1.4
BBmisc==1.12						      |	BBmisc==1.13
  						      >	bdscale==2.0.0
  						      >	beanplot==1.3.1
bib2df==1.1.1						      |	BiasedUrn==1.07
bibtex==0.4.2.3						      |	bibtex==0.5.0
  						      >	biclustermd==0.2.3
  						      >	bioacoustics==0.2.8
Biodem==0.5						      <
  						      >	bios2mds==1.2.3
  						      >	bipartite==2.17
bnlearn==4.7.1						      |	bnlearn==4.8.1
  						      >	Boruta==7.0.0
  						      >	bpca==1.3-4
brew==1.0-7						      |	brew==1.0-8
brms==2.17.0						      |	brms==2.18.0
  						      >	brnn==0.9.2
  						      >	broman==0.80
broom.helpers==1.8.0					      |	broom.helpers==1.9.0
brulee==0.1.0						      |	brulee==0.2.0
  						      >	bst==0.3-23
bupaR==0.5.0						      |	bubblyr==0.1.2
CADFtest==0.3-3						      <
cAIC4==1.0						      <
captioner==2.2.3					      <
carat==2.0.2						      <
cat==0.0-7						      <
catdata==1.2.2						      <
causaldata==0.1.3					      <
  						      >	cba==0.2-21
cdparcoord==1.0.1					      <
cem==1.1.31						      <
changepoint==2.2.3					      <
choroplethr==3.7.0					      |	chilemapas==0.3.0
choroplethrAdmin1==1.1.1				      |	choroplethr==3.7.1
chron==2.3-57						      |	chromote==0.1.1
chunked==0.6.0						      |	chron==2.3-58
classInt==0.4-7						      |	classInt==0.4-8
cli==3.4.0						      |	cli==3.4.1
clustMixType==0.2-15					      <
  						      >	cmm==0.12
cobalt==4.4.0						      <
cointReg==0.2.0						      |	collapse==1.8.9
collapse==1.8.8						      <
  						      >	colorBlindness==0.1.9
  						      >	colourvalues==0.3.7
commonmark==1.8.0					      |	commonmark==1.8.1
compositions==2.0-4					      <
confintr==0.1.2						      |	confintr==0.2.0
  						      >	conText==1.1.0
  						      >	contrast==0.24.2
  						      >	coop==0.6-3
correlation==0.8.2					      |	corpus==0.10.2
  						      >	correlation==0.8.3
coxed==0.3.3						      |	cpp11==0.4.3
cpp11==0.4.2						      |	crayon==1.5.2
crayon==1.5.1						      <
  						      >	creditmodel==1.3.1
  						      >	cropcircles==0.1.0
  						      >	crosstable==0.5.0
curl==4.3.2						      |	curl==4.3.3
cvAUC==1.1.4						      <
cvTools==0.3.2						      <
  						      >	d3r==1.0.0
  						      >	dagitty==0.3-1
dapr==0.0.3						      <
  						      >	datapasta==3.1.0
dataRetrieval==2.7.11					      <
data.table==1.14.2					      |	datasauRus==0.1.6
  						      >	datasetsICR==1.0
  						      >	data.table==1.14.4
datawizard==0.5.1					      |	datawizard==0.6.2
dbarts==0.9-22						      <
deepdive==1.0.4						      |	deaR==1.3
deflateBR==1.1.2					      |	debugme==1.1.0
DEoptim==2.2-6						      |	dendroextras==0.2.3
dgof==1.4						      <
  						      >	DiceKriging==1.6.0
Dict==0.1.0						      |	didrooRFM==1.0.0
DIMORA==0.3.0						      |	DIMORA==0.3.1
dismo==1.3-8						      |	dismo==1.3-9
  						      >	distributions3==0.2.1
  						      >	dlm==1.1-5
  						      >	doBy==4.6.13
dotCall64==1.0-1					      |	dotCall64==1.0-2
drc==3.0-1						      <
dtw==1.22-3						      |	dtw==1.23-1
dtwclust==5.5.10					      |	dtwclust==5.5.11
duckdb==0.5.0						      |	duckdb==0.5.1
dummy==0.1.3						      <
easyr==0.5-9						      <
ecm==6.3.0						      <
edgar==2.0.5						      <
eeptools==1.2.4						      |	eechidna==1.4.1
effectsize==0.7.0.5					      |	effectsize==0.8.0
  						      >	elevatr==0.4.2
elo==3.0.1						      <
embed==1.0.0						      <
EnsCat==1.1						      |	ensembleR==0.1.0
Epi==2.47						      <
  						      >	epiR==2.0.52
  						      >	epitools==0.5-10.1
  						      >	ergm==4.2.3
etm==1.1.1						      <
evaluate==0.16						      |	eva==0.2.6
  						      >	evaluate==0.17
eventdataR==0.3.1					      <
exact2x2==1.6.6						      |	Exact==3.2
Exact==3.1						      |	exactextractr==0.9.0
exactci==1.4-2						      <
ExPanDaR==0.5.3						      |	ExpAnalysis3d==0.1.1
expss==0.11.1						      <
  						      >	ez==4.4-0
  						      >	FAdist==2.4
fanplot==4.0.0						      <
faraway==1.0.8						      <
farff==1.1.1						      <
  						      >	fastcluster==1.2.3
fastmatrix==0.4-124					      |	fastmatrix==0.4-1245
  						      >	fedmatch==2.0.5
  						      >	fExtremes==4021.83
FFTrees==1.7.0						      |	FFTrees==1.7.5
fGarch==4021.87						      |	fGarch==4021.88
filelock==1.0.2						      |	filehashSQLite==0.2-6
  						      >	filematrix==1.3
FinCal==0.6.3						      |	finetune==1.0.1
finetune==1.0.0						      <
fitzRoy==1.1.0						      <
fivethirtyeight==0.6.2					      <
flashClust==1.01-2					      <
flextable==0.8.0					      |	flextable==0.8.2
forecast==8.17.0					      |	forecast==8.18
forestplot==2.0.1					      <
fredr==2.1.0						      <
freqparcoord==1.0.1					      <
FRK==2.0.6						      <
FSAdata==0.3.9						      <
FuzzyR==2.3.2						      <
  						      >	gee==4.13-24
geofacet==0.2.0						      |	genridge==0.6.7
  						      >	GenSA==1.1.7
  						      >	geodist==0.0.7
  						      >	geohashTools==0.3.1
  						      >	geojson==0.3.4
  						      >	geojsonio==0.10.0
  						      >	geojsonlint==0.4.0
geoR==1.9-2						      <
gert==1.8.0						      |	geostan==0.4.0
  						      >	gert==1.9.1
ggcorrplot==0.1.3					      |	ggcorrplot==0.1.4
  						      >	ggdag==0.2.6
ggforce==0.3.4						      |	ggforce==0.4.1
ggfx==1.0.1						      <
gghighlight==0.3.3					      |	gghighlight==0.4.0
gglasso==1.5						      <
ggnewscale==0.4.7					      |	ggnetwork==0.5.10
  						      >	ggnewscale==0.4.8
  						      >	ggparty==1.0.0
ggplotgui==1.0.0					      <
ggpmisc==0.5.0						      |	ggpmisc==0.5.1
ggpp==0.4.4						      |	ggpp==0.4.5
ggraph==2.0.6						      |	ggraph==2.1.0
ggridges==0.5.3						      |	ggridges==0.5.4
ggsignif==0.6.3						      |	ggsignif==0.6.4
ggsn==0.5.0						      <
ggstatsplot==0.9.4					      |	ggstatsplot==0.9.5
ggtern==3.3.5						      |	ggstream==0.1.0
ggtext==0.1.1						      |	ggtext==0.1.2
  						      >	ggvoronoi==0.8.5
  						      >	githubinstall==0.2.2
glmmTMB==1.1.4						      |	glmm==1.4.4
  						      >	glmmML==1.1.3
  						      >	Gmedian==1.2.7
  						      >	gmm==1.7
GoFKernel==2.1-1					      <
  						      >	googleAnalyticsR==1.1.0
  						      >	googleAuthR==2.0.0
googlePolylines==0.8.2					      <
graphlayouts==0.8.1					      |	graphlayouts==0.8.2
greybox==1.0.5						      |	greybox==1.0.6
  						      >	grf==2.2.0
gridtext==0.1.4						      |	gridtext==0.1.5
  						      >	grImport==0.9-5
  						      >	grImport2==0.2-0
grr==0.9.5						      <
gtExtras==0.4.2						      <
gtsummary==1.6.1					      |	gtsummary==1.6.2
gutenbergr==0.2.1					      <
h2o==3.36.1.2						      |	gWidgets2==1.0-9
  						      >	h2o==3.38.0.1
HDCI==1.0-2						      |	hdf5r==1.3.7
hdf5r==1.3.5						      <
heatmaply==1.3.0					      |	heatmaply==1.4.0
heplots==1.3-9						      |	heplots==1.4-1
hflights==0.1						      <
highfrequency==0.9.5					      <
  						      >	HMM==1.0.1
  						      >	hnp==1.2-6
httr2==0.2.1						      |	httr2==0.2.2
humaniformat==0.6.0					      <
hutils==1.8.1						      |	hydroGOF==0.4-0
  						      >	iCellR==1.6.5
igraph==1.3.4						      |	igraph==1.3.5
imguR==1.0.3						      <
  						      >	import==1.3.0
insight==0.18.2						      |	insight==0.18.5
  						      >	interactionTest==1.2
  						      >	interplot==0.2.3
ipw==1.0-11						      <
irlba==2.3.5						      |	irlba==2.3.5.1
isoband==0.2.5						      |	isoband==0.2.6
ISOcodes==2022.01.10					      |	ISOcodes==2022.09.29
jmvcore==2.3.12						      |	jomo==2.7-4
jomo==2.7-3						      <
  						      >	jqr==1.2.3
jsonlite==1.8.0						      |	jsonlite==1.8.2
  						      >	jsonvalidate==1.3.2
  						      >	kerasR==0.8.1
  						      >	keyATM==0.4.1
  						      >	kgrams==0.1.2
  						      >	kinship2==1.9.6
labelled==2.9.1						      |	labelled==2.10.0
LaF==0.8.4						      <
LambertW==0.6.7						      |	LambertW==0.6.7-1
languageserver==0.3.13					      |	languageserver==0.3.14
latexpdf==0.1.7						      <
  						      >	LatticeKrig==8.4
lavaanPlot==0.6.2					      <
  						      >	leafgl==0.1.1
leafpop==0.1.0						      |	leafsync==0.1.0
  						      >	leaftime==0.2.0
lexRankr==0.5.2						      <
librarian==1.8.1					      |	lidR==4.0.1
lifecycle==1.0.2					      |	lifecycle==1.0.3
lift==0.0.2						      <
  						      >	lindia==0.9
  						      >	Lock5Data==3.0.0
  						      >	logistf==1.24.1
  						      >	logspline==2.1.17
  						      >	lomb==2.1.0
lpSolve==5.6.16						      |	LowRankQP==1.0.5
  						      >	lpSolve==5.6.17
ltmle==1.2-0						      <
lvplot==0.2.0						      |	lwgeom==0.2-9
lwgeom==0.2-8						      <
malariaAtlas==1.0.1					      <
manipulate==1.0.1					      <
mapmisc==1.8.0						      <
mapview==2.11.0						      <
MatchIt==4.4.0						      <
matlab==1.0.4						      <
matrixcalc==1.0-5					      |	matrixcalc==1.0-6
  						      >	matrixNormal==0.1.1
Matrix.utils==0.9.8					      <
  						      >	mclustcomp==0.3.3
MCMCglmm==2.34						      <
  						      >	MCMCvis==0.15.5
  						      >	Mcomp==2.8
  						      >	me...
Read more

v52 - CPU

21 Jan 17:02
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[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/rstats:v52

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	abess==0.4.6
abjutils==0.3.2						      <
academictwitteR==0.3.1					      <
AcceptanceSampling==1.0-8				      <
adegenet==2.1.8						      |	adegraphics==1.0-16
afex==1.2-0						      |	afex==1.2-1
  						      >	agridat==1.21
alabama==2022.4-1					      <
  						      >	altair==4.2.1
  						      >	andrews==1.1.0
ANN2==2.3.4						      <
anndata==0.7.5.5					      <
  						      >	aplore3==0.9
aricode==1.0.1						      |	argonDash==0.2.0
  						      >	argonR==0.2.0
  						      >	aricode==1.0.2
  						      >	arulesSequences==0.2-28
astsa==1.16						      |	astsa==2.0
autoencoder==1.1					      |	automap==1.0-16
autothresholdr==1.4.0					      <
  						      >	bacondecomp==0.1.1
basefun==1.1-3						      |	basecamb==1.1.0
BatchGetSymbols==2.6.4					      <
  						      >	bayesforecast==1.0.1
BB==2019.10-1						      <
BDEsize==1.6						      |	bcp==4.0.3
BDgraph==2.71						      <
bdscale==2.0.0						      <
  						      >	bezier==1.1.2
biganalytics==1.1.21					      <
billboarder==0.3.1					      |	billboarder==0.4.0
bindr==0.1.1						      <
bindrcpp==0.2.2						      <
  						      >	binom==1.1-1.1
BiodiversityR==2.14-4					      |	BiodiversityR==2.15-1
bios2mds==1.2.3						      <
  						      >	BMisc==1.4.5
BMS==0.3.5						      <
bookdown==0.31						      |	bookdown==0.32
  						      >	BradleyTerry2==1.1-2
breakDown==0.2.1					      |	brew==1.0-6
brew==1.0-8						      <
broom==1.0.1						      |	brolgar==0.1.2
broom.helpers==1.10.0					      |	broom==1.0.2
  						      >	broom.helpers==1.11.0
brulee==0.2.0						      <
bslib==0.4.1						      |	bslib==0.4.2
bst==0.3-23						      <
butcher==0.3.0						      |	bundle==0.1.0
  						      >	butcher==0.3.1
captioner==2.2.3					      <
CARBayesdata==3.0					      |	caracas==1.1.2
CARBayesST==3.3						      <
care==1.1.11						      <
  						      >	cartography==3.0.1
  						      >	CBPS==0.23
cclust==0.6-25						      <
  						      >	cheatsheet==0.1.0
choroplethrAdmin1==1.1.1				      <
cli==3.4.1						      |	cli==3.6.0
  						      >	clinspacy==1.0.2
clustMixType==0.2-15					      |	ClustGeo==2.1
  						      >	cmfrec==3.5.0
cobalt==4.4.1						      <
collapse==1.8.9						      |	collapse==1.9.0
collapsibleTree==0.1.7					      |	collections==0.3.7
collections==0.3.6					      <
colorBlindness==0.1.9					      <
colourvalues==0.3.7					      <
compareGroups==4.6.0					      |	compare==0.2-6
comprehenr==0.6.10					      <
concatenate==1.0.0					      <
coneproj==1.16						      <
  						      >	contrast==0.24.2
corpus==0.10.2						      <
COUNT==1.3.4						      <
coxphf==1.13.1						      <
curl==4.3.3						      |	curl==5.0.0
  						      >	d3Tree==0.2.2
  						      >	dae==3.2-14
DALEX==2.4.2						      |	DALEX==2.4.3
DatabionicSwarm==1.1.6					      |	dapr==0.0.3
datapasta==3.1.0					      <
dataPreparation==1.0.5					      <
  						      >	datarobot==2.18.2
datawizard==0.6.4					      |	datawizard==0.6.5
date==1.2-40						      |	date==1.2-41
datetime==0.1.4						      <
dbplot==0.3.3						      |	dbplyr==2.3.0
dbplyr==2.2.1						      <
  						      >	ddalpha==1.3.13
deaR==1.3.2						      |	deaR==1.3.3
decido==0.3.0						      <
DeclareDesign==1.0.0					      <
deepregression==0.3.1					      |	deepnet==0.2.1
DepthProc==2.1.5					      <
  						      >	derivmkts==0.2.5
devEMF==4.1-1						      |	devEMF==4.2
DFA==0.9.0						      <
  						      >	dgof==1.4
  						      >	did==2.1.2
DIMORA==0.3.1						      |	DIMORA==0.3.3
  						      >	discretization==1.0-1.1
distrEx==2.9.0						      <
  						      >	distrom==1.0.1
dlr==1.0.1						      <
  						      >	doBy==4.6.15
  						      >	dodgr==0.2.19
  						      >	donut==1.0.2
doRNG==1.8.2						      |	doRNG==1.8.6
DoubleML==0.5.2						      <
dplR==1.7.4						      <
  						      >	DRDID==1.0.4
  						      >	dreamerr==1.2.3
DT==0.26						      |	DT==0.27
duckdb==0.6.1						      |	duckdb==0.6.2
easypackages==0.1.0					      |	easyr==0.5-10
edfReader==1.2.1					      <
  						      >	eeptools==1.2.4
  						      >	EffectStars==1.9-1
emojifont==0.5.5					      |	energy==1.7-11
energy==1.7-10						      <
  						      >	EnsCat==1.1
epiR==2.0.54						      |	epiR==2.0.56
eplusr==0.15.3						      <
epwshiftr==0.1.3					      <
  						      >	ergm.count==4.1.1
evaluate==0.19						      |	evaluate==0.20
ExpAnalysis3d==0.1.1					      |	ExcelFunctionsR==0.1.4
expm==0.999-6						      |	explore==1.0.2
ExPosition==2.8.23					      |	expm==0.999-7
fabricatr==1.0.0					      |	fanplot==4.0.0
facebookadsR==0.1.0					      <
fairness==1.2.2						      <
  						      >	faraway==1.0.8
fasterize==1.0.4					      <
fCopulae==4021.84					      |	fCopulae==4022.85
fdapace==0.5.9						      <
  						      >	featurizer==0.2
FFTrees==1.7.5						      |	FFTrees==1.8.0
filesstrings==3.2.3					      |	finalfit==1.0.6
finalfit==1.0.5						      <
fishualize==0.2.3					      <
fivethirtyeight==0.6.2					      |	fixest==0.11.1
flexsurv==2.2						      <
fmsb==0.7.4						      |	fmsb==0.7.5
fNonlinear==4021.81					      <
forecast==8.19						      |	forecast==8.20
  						      >	forecastML==0.9.0
formatR==1.12						      |	formatR==1.14
fpc==2.2-9						      |	fpc==2.2-10
fpow==0.0-2						      <
  						      >	FRK==2.1.3
  						      >	frontier==1.1-8
  						      >	FSinR==2.0.5
fstcore==0.9.12						      |	fstcore==0.9.14
funprog==0.3.0						      <
funtimes==9.0						      <
future==1.29.0						      |	future==1.30.0
fy==0.3.0						      |	fuzzywuzzyR==1.0.5
  						      >	gamlr==1.13-7
gap==1.3-1						      |	gap==1.5
gapmap==0.1.0						      <
  						      >	gCat==0.2
gdalcubes==0.6.2					      |	gdalUtilities==1.2.3
gdalUtilities==1.2.2					      <
gdtools==0.2.4						      |	gdtools==0.3.0
  						      >	genalg==0.2.1
  						      >	GenBinomApps==1.2
GeneralizedUmatrix==1.2.5				      <
genridge==0.6.7						      <
  						      >	geobr==1.7.0
  						      >	geodata==0.5-3
geojsonR==1.1.0						      |	geojsonR==1.1.1
geostan==0.4.1						      <
  						      >	gfonts==0.2.0
ggbeeswarm==0.6.0					      |	ggbeeswarm==0.7.1
ggbump==0.1.0						      |	ggblanket==1.6.2
  						      >	ggcharts==0.2.1
ggdag==0.2.7						      <
gginnards==0.1.1					      |	gginference==0.1.3
  						      >	ggjoy==0.4.1
  						      >	ggmice==0.0.1
  						      >	ggnetwork==0.5.10
ggpmisc==0.5.1						      |	ggpmisc==0.5.2
ggQC==0.0.31						      <
ggsn==0.5.0						      |	ggsoccer==0.1.7
  						      >	ggstatsplot==0.10.0
ggTimeSeries==1.0.2					      <
  						      >	ggversa==0.0.1
  						      >	git2r==0.30.1
  						      >	glmmTMB==1.1.5
glmnetUtils==1.1.8					      <
glmtoolbox==0.1.4					      <
gmapsdistance==4.0.0					      <
gmm==1.7						      <
  						      >	googleAnalyticsR==1.1.0
  						      >	googleAuthR==2.0.0
  						      >	googlePolylines==0.8.2
gower==1.0.0						      |	googleway==2.7.6
  						      >	gower==1.0.1
  						      >	GpGp==0.4.0
graphframes==0.1.2					      <
graphicalVAR==0.3					      <
greybox==1.0.6						      |	greybox==1.0.7
grf==2.2.0						      |	grf==2.2.1
  						      >	grImport==0.9-5
  						      >	grImport2==0.2-0
  						      >	gTests==0.2
gtsummary==1.6.3					      |	gtsummary==1.7.0
  						      >	GUILDS==1.4.5
  						      >	gutenbergr==0.2.3
  						      >	GWmodel==2.2-9
HardyWeinberg==1.7.5					      |	harrypotter==2.1.1
heatmaply==1.4.0					      |	heatmaply==1.4.2
hflights==0.1						      <
HiddenMarkov==1.8-13					      <
highr==0.9						      |	highr==0.10
HistogramTools==0.3.2					      <
  						      >	hopkins==1.0
  						      >	housingData==0.3.0
  						      >	hqreg==1.4
HRW==1.0-5						      |	hrqglas==1.0.1
htmlwidgets==1.5.4					      |	htmlwidgets==1.6.1
  						      >	httpcache==1.2.0
httpuv==1.6.6						      |	httpuv==1.6.8
hutils==1.8.1						      |	huxtable==5.5.2
huxtable==5.5.1						      <
hypr==0.2.3						      <
icesTAF==4.0.0						      |	icesTAF==4.0.2
ijtiff==2.2.9						      |	imager==0.42.16
imager==0.42.13						      |	imagerExtra==1.3.2
import==1.3.0						      <
ingredients==2.2.0					      |	ingredients==2.3.0
InspectChangepoint==1.2					      <
insurancerating==0.7.1					      |	insurancerating==0.7.2
intsvy==2.6						      <
isoband==0.2.6						      |	isoband==0.2.7
itsmr==1.10						      <
Jmisc==0.3.1.1						      <
KernelKnn==1.1.4					      |	KernelKnn==1.1.5
  						      >	KFAS==1.4.6
  						      >	kmed==0.4.2
landsat==1.1.0						      |	languageserver==0.3.15
languageserver==0.3.14					      |	LaplacesDemon==16.1.6
latexpdf==0.1.7						      <
lava==1.7.0						      |	lava==1.7.1
lavaan==0.6-12						      |	lavaan==0.6-13
  						      >	leaflet.extras==1.0.0
  						      >	leafpm==0.1.0
  						      >	learnr==0.11.2
lessR==4.2.4						      |	lessR==4.2.5
lhs==1.1.5						      |	lhs==1.1.6
lidaRtRee==4.0.3					      |	lidR==4.0.2
lidR==4.0.1						      <
  						      >	lindia==0.9
  						      >	linkprediction==1.0-0
listenv==0.8.0						      |	listenv==0.9.0
  						      >	listviewer==3.0.0
  						      >	lmomco==2.4.7
  						      >	Lmoments==1.3-1
lmridge==1.2.1						      <
locfdr==1.1-8						      <
  						      >	locpol==0.8.0
logisticPCA==0.2					      <
logKDE==0.3.2						      <
  						      >	lomb==2.1.0
  						      >	longitudinalData==2.4.1
lunar==0.2-1						      <
lwgeom==0.2-10						      |	lwgeom==0.2-11
  						      >	mapedit==0.6.0
mapproj==1.2.9						      |	mapproj==1.2.11
maptools==1.1-5						      |	maptools==1.1-6
  						      >	maptpx==1.9-7
  						      >	MBA==0.1-0
  						      >	mco==1.15.6
mctest==1.3.1						      <
  						      >	mdsr==0.2.7
  						      >	measurementProtocol==0.1.0
memery==0.5.6						      <
  						      >	memuse==4.2-2
meta==6.0-0						      |	meta==6.1-0
  						      >	metaviz==0.3.1
mets==1.3.1						      |	mets==1.3.2
miceadds==3.15-21					      |	micEcon==0.6-18
midasr==0.8						      <
mildsvm==0.4.0						      <
  ...
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