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Releases: Kaggle/docker-rstats

v41 - GPU

20 Sep 21:04
47bd08e
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[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/rstats:v41

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	AmesHousing==0.0.4
apcluster==1.4.8					      <
  						      >	aplpack==1.3.3
  						      >	audio==0.1-7
Barycenter==1.3.1					      <
beanplot==1.2						      |	beepr==1.3
benchmarkme==1.0.7					      |	Bergm==5.0.2
benchmarkmeData==1.0.4					      <
  						      >	bigtabulate==1.1.5
biomod2==3.4.6						      <
biosignalEMG==2.1.0					      <
BlakerCI==1.0-6						      |	blme==1.0-5
  						      >	bnstruct==1.0.10
brglm2==0.7.1						      <
  						      >	btergm==1.9.13
  						      >	circular==0.4-93
  						      >	cleangeo==0.2-4
  						      >	coefficientalpha==0.7
coop==0.6-2						      <
coronavirus==0.3.21					      <
  						      >	covidcast==0.4.2
crossdes==1.1-1						      <
  						      >	csv==0.5.9
  						      >	d3Tree==0.2.2
  						      >	dataMaid==1.4.0
deepnet==0.2						      <
detectseparation==0.2					      <
DHARMa==0.4.1						      <
  						      >	Dict==0.1.0
doc2concrete==0.5.3					      <
e1071==1.7-8						      |	e1071==1.7-9
  						      >	echarts4r==0.4.0
ENMeval==0.3.1						      <
enrichwith==0.3.1					      <
epimdr==0.6-5						      <
EQL==1.0-1						      <
  						      >	ffbase==0.13.3
  						      >	FOCI==0.1.3
ForecastComb==1.3.1					      <
  						      >	FrF2.catlg128==1.2-1
  						      >	FSA==0.8.32
  						      >	FunChisq==2.5.1
functional==0.6						      <
  						      >	FuzzyR==2.3.1
  						      >	fuzzywuzzyR==1.0.4
gap==1.2.3-1						      <
GAS==0.3.3						      <
gaussquad==1.0-2					      <
GeneCycle==1.1.5					      <
generalhoslem==1.3.4					      <
getPass==0.2-2						      <
githubinstall==0.2.2					      <
glm2==1.2.1						      <
greta==0.3.1						      <
hoardr==0.5.2						      <
htmlwidgets==1.5.3					      |	htmlwidgets==1.5.4
invgamma==1.1						      <
  						      >	iterpc==0.4.2
kdensity==1.1.0						      <
  						      >	kerastuneR==0.1.0.3
knitr==1.33						      |	knitr==1.34
logging==0.10-108					      |	logger==0.2.0
logitnorm==0.8.38					      <
longitudinal==1.1.12					      <
  						      >	lsmeans==2.30-0
manifestoR==1.5.0					      <
matrixStats==0.60.1					      |	matrixStats==0.61.0
maxnet==0.1.2						      <
MCMCglmm==2.32						      <
  						      >	merTools==0.5.2
  						      >	miceRanger==1.4.0
  						      >	MMWRweek==0.1.3
mockery==0.4.2						      <
modelsummary==0.7.0					      <
  						      >	monitoR==1.0.7
  						      >	MSPRT==3.0
mtsdi==0.3.5						      <
multipanelfigure==2.1.2					      <
mvnormalTest==1.0.0					      <
nakagami==1.0.0						      <
  						      >	NatureSounds==1.0.4
ncvreg==3.13.0						      <
nsprcomp==0.5.1-2					      <
openssl==1.4.4						      |	openssl==1.4.5
ORCI==1.1						      <
orthopolynom==1.0-5					      <
outbreaks==1.9.0					      <
PakPC2017==1.0.0					      <
pbapply==1.4-3						      |	pbapply==1.5-0
  						      >	permutations==1.0-9
  						      >	pid==0.50
pkgload==1.2.1						      |	pkgload==1.2.2
plgp==1.1-7						      <
pluralize==0.2.0					      <
popbio==2.7						      |	portes==5.0
popsom==5.1						      <
PropCIs==0.3-0						      <
  						      >	ptw==1.9-15
Publish==2020.12.23					      <
qgam==1.3.3						      <
qlcMatrix==0.9.7					      <
  						      >	QuantTools==0.5.7.1
r2rtf==0.2.0						      <
reticulate==1.20					      |	reticulate==1.22
rgee==1.0.9						      <
rgeos==0.5-5						      |	rgeos==0.5-7
  						      >	RiskPortfolios==2.1.7
rmarkdown==2.10						      |	rmarkdown==2.11
  						      >	robustfa==1.0-5
ROI.plugin.lpsolve==1.0-0				      <
rpostgis==1.4.3						      <
  						      >	rsem==0.5.0
runjags==2.2.0-2					      <
SCCS==1.2						      |	schoolmath==0.4
  						      >	sciplot==1.2-0
scrubr==0.3.2						      <
SDraw==2.1.13						      <
  						      >	sensemakr==0.1.3
  						      >	shinyLP==1.1.2
simukde==1.2.0						      <
  						      >	SmartEDA==0.3.7
softImpute==1.4-1					      <
sparklyr==1.7.0						      |	sparklyr==1.7.2
sparsesvd==0.2						      <
SPREDA==1.1						      <
spsurvey==4.1.4						      <
  						      >	stats19==1.4.1
tesseract==4.1.1					      |	tesseract==4.1.2
text==0.9.10						      <
textplot==0.1.4						      <
tfautograph==0.3.1					      |	tfautograph==0.3.2
  						      >	tidyjson==0.3.1
  						      >	timeR==1.2.0
transport==0.12-2					      <
TSdist==3.7						      <
  						      >	tsfknn==0.5.0
ttutils==1.0-1						      <
  						      >	tvm==0.5.0
univariateML==1.1.0					      <
varhandle==2.0.5					      <
vroom==1.5.4						      |	vote==2.2-0
  						      >	vroom==1.5.5
waldo==0.3.0						      |	waldo==0.3.1
waterfalls==0.1.2					      <
  						      >	whoami==1.3.0
xfun==0.25						      |	xergm.common==1.7.8
  						      >	xfun==0.26
== Comparing pip freeze ==
black==21.8b0						      |	black==21.9b0
charset-normalizer==2.0.4				      |	charset-normalizer==2.0.6
debugpy==1.4.1						      |	debugpy==1.4.3
decorator==5.0.9					      |	decorator==5.1.0
ipykernel==6.3.1					      |	ipykernel==6.4.1
ipywidgets==7.6.4					      |	ipywidgets==7.6.5
jupyter-client==7.0.2					      |	jupyter-client==7.0.3
jupyter-core==4.7.1					      |	jupyter-core==4.8.1
jupyterlab-widgets==1.0.1				      |	jupyterlab-widgets==1.0.2
matplotlib-inline==0.1.2				      |	matplotlib-inline==0.1.3
pandocfilters==1.4.3					      |	pandocfilters==1.5.0
pyzmq==22.2.1						      |	pyzmq==22.3.0
QtPy==1.10.0						      |	QtPy==1.11.1
terminado==0.11.1					      |	terminado==0.12.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
alsa-ucm-conf==1.2.2-1ubuntu0.9				      |	alsa-ucm-conf==1.2.2-1ubuntu0.10
curl==7.68.0-1ubuntu2.6					      |	curl==7.68.0-1ubuntu2.7
ghostscript==9.50~dfsg-5ubuntu4.2			      |	ghostscript==9.50~dfsg-5ubuntu4.3
git==1:2.25.1-1ubuntu3.1				      |	git==1:2.25.1-1ubuntu3.2
libcurl4:amd64==7.68.0-1ubuntu2.6			      |	libcurl4:amd64==7.68.0-1ubuntu2.7
libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.6		      |	libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.7
libgd3:amd64==2.2.5-5.2ubuntu2				      |	libgd3:amd64==2.2.5-5.2ubuntu2.1
libgs9:amd64==9.50~dfsg-5ubuntu4.2			      |	libgs9:amd64==9.50~dfsg-5ubuntu4.3
libgs9-common==9.50~dfsg-5ubuntu4.2			      |	libgs9-common==9.50~dfsg-5ubuntu4.3
libnss-systemd:amd64==245.4-4ubuntu3.11			      |	libnss-systemd:amd64==245.4-4ubuntu3.13
libpam-systemd:amd64==245.4-4ubuntu3.11			      |	libpam-systemd:amd64==245.4-4ubuntu3.13
libsystemd0:amd64==245.4-4ubuntu3.11			      |	libsystemd0:amd64==245.4-4ubuntu3.13
systemd==245.4-4ubuntu3.11				      |	systemd==245.4-4ubuntu3.13
systemd-sysv==245.4-4ubuntu3.11				      |	systemd-sysv==245.4-4ubuntu3.13
systemd-timesyncd==245.4-4ubuntu3.11			      |	systemd-timesyncd==245.4-4ubuntu3.13

v38 - GPU

23 Jun 15:35
47bd08e
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:v38

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	adegraphics==1.0-15
  						      >	admisc==0.12
agtboost==0.9.1						      <
AMCP==1.0.1						      <
  						      >	AMR==1.6.0
AppliedPredictiveModeling==1.1-7			      |	aplpack==1.3.3
arabicStemR==1.2					      <
  						      >	argparser==0.7.1
  						      >	arulesCBA==1.2.0
  						      >	autocogs==0.1.3
  						      >	babelgene==21.4
BAMBI==2.3.0						      <
  						      >	barplot3d==1.0.1
  						      >	basicTrendline==2.0.5
  						      >	beanplot==1.2
  						      >	berryFunctions==1.20.1
bfast==1.6.1						      |	BETS==0.4.9
  						      >	bizdays==1.0.8
blockmodels==1.1.4					      <
  						      >	BMS==0.3.4
broom==0.7.6						      |	broman==0.72-4
  						      >	broom==0.7.7
  						      >	brotli==1.2
cdparcoord==1.0.1					      <
  						      >	CGPfunctions==0.6.3
cleangeo==0.2-4						      <
  						      >	CLVTools==0.8.0
  						      >	collapsibleTree==0.1.7
  						      >	colordistance==1.1.2
  						      >	colortools==0.1.5
CORElearn==1.56.0					      <
  						      >	coxed==0.3.3
  						      >	crfsuite==0.3.4
crsmeta==0.3.0						      <
curl==4.3.1						      |	curl==4.3.2
  						      >	dash==0.5.0
  						      >	dashCoreComponents==1.10.0
  						      >	dashHtmlComponents==1.0.3
  						      >	dashTable==4.7.0
dataQualityR==1.0					      <
DCCA==0.1.1						      <
decido==0.3.0						      <
deepdive==1.0.2						      <
dendroextras==0.2.3					      <
dosearch==1.0.6						      <
dplyr==1.0.6						      |	dplR==1.7.2
  						      >	dplyr==1.0.7
drat==0.2.0						      <
  						      >	dreamerr==1.2.3
dvmisc==1.1.4						      <
dynpanel==0.1.0						      <
EFS==1.0.3						      <
elmNNRcpp==1.0.3					      <
EMCluster==0.2-13					      <
  						      >	emdist==0.3-1
  						      >	epitools==0.5-10.1
evir==1.7-4						      <
ExpDes==1.2.1						      <
fasterize==1.0.3					      <
filehash==2.4-2						      |	fiery==1.1.3
  						      >	finreportr==1.0.2
fivethirtyeight==0.6.1					      |	fixest==0.8.4
freesurferformats==0.1.14				      <
freqparcoord==1.0.1					      <
fsbrain==0.4.3						      <
  						      >	FuzzyR==2.3.1
gee==4.13-20						      <
geocmeans==0.1.1					      <
geojsonlint==0.4.0					      <
geonames==0.999						      <
ggmcmc==1.5.1.1						      <
ggplot2==3.3.3						      |	ggplot2==3.3.4
  						      >	ggstream==0.1.0
  						      >	ggvenn==0.1.8
  						      >	ggvoronoi==0.8.4
gibble==0.4.0						      <
gistr==0.9.0						      |	GISTools==0.7-4
  						      >	glmmTMB==1.0.2.1
  						      >	Gmisc==2.0.2
  						      >	gProfileR==0.7.0
  						      >	grnn==0.1.0
HH==3.1-43						      <
  						      >	hmeasure==1.0-2
  						      >	HSAUR2==1.1-18
imager==0.42.8						      |	imager==0.42.10
  						      >	investr==1.4.0
isdparser==0.4.0					      <
  						      >	ISwR==2.0-8
itsmr==1.9						      |	itsadug==2.4
  						      >	Johnson==1.4
jsonvalidate==1.1.0					      <
  						      >	kedd==1.0.3
KTensorGraphs==1.1					      <
label.switching==1.8					      <
LCAvarsel==1.1						      <
  						      >	lemon==0.4.5
  						      >	lessR==3.9.9
  						      >	lfda==1.1.3
likert==1.3.5						      <
lmSupport==2.9.13					      <
  						      >	logistf==1.24
  						      >	lomb==1.2
  						      >	magicfor==0.1.0
matahari==0.1.3						      <
  						      >	matchingR==1.3.2
MazamaCoreUtils==0.4.6					      <
MazamaSpatialUtils==0.7.3				      <
MCMCvis==0.15.2						      <
  						      >	MCS==0.1.3
  						      >	mets==1.2.8.1
mime==0.10						      |	mime==0.11
missRanger==2.1.3					      <
missSBM==0.3.0						      <
  						      >	modelplotr==1.1.0
  						      >	monitoR==1.0.7
  						      >	MSGARCH==2.42
  						      >	msigdbr==7.4.1
  						      >	multDM==1.1.3
multilevel==2.6						      <
  						      >	MVA==1.0-7
mvShapiroTest==1.0					      <
  						      >	NatureSounds==1.0.4
NetSwan==0.1						      <
  						      >	NoiseFiltersR==0.1.0
  						      >	nonlinearTseries==0.2.11
  						      >	ompr==0.8.1
ordinalNet==2.9						      <
  						      >	otrimle==1.6
overlapping==1.6					      <
oz==1.0-21						      <
panelvar==0.5.3						      <
partools==1.1.6						      <
PBSmapping==2.73.0					      |	pbv==0.4-22
  						      >	pca3d==0.10.2
PCICt==0.5-4.1						      <
pdftables==0.1						      <
pdist==1.2						      <
  						      >	pec==2020.11.17
  						      >	PermAlgo==1.1
  						      >	phonTools==0.2-2.1
pkgfilecache==0.1.3					      <
  						      >	plotfunctions==1.4
pmetar==0.3.1						      <
poibin==1.5						      <
  						      >	predictmeans==1.0.4
printr==0.1.1						      <
psycho==0.6.1						      |	psychonetrics==0.9
psychometric==2.2					      <
  						      >	Publish==2020.12.23
  						      >	pwt8==8.1-1
  						      >	QCA==3.11
  						      >	qicharts2==0.7.1
qmethod==1.8						      <
qrng==0.0-8						      <
  						      >	R2jags==0.6-1
  						      >	R2WinBUGS==2.1-21
randtests==1.0						      <
randtoolbox==1.30.1					      <
raster==3.4-10						      |	raster==3.4-13
rbokeh==0.5.1						      <
  						      >	RcppCNPy==0.2.10
  						      >	reader==1.0.6
regtools==1.1.0						      <
  						      >	reqres==0.2.3
rgee==1.0.9						      <
  						      >	RHRV==4.2.6
  						      >	RImagePalette==0.1.1
  						      >	riskRegression==2020.12.08
Rlibeemd==1.4.1						      <
rmapshaper==0.4.4					      <
rmarkdown==2.8						      |	rmarkdown==2.9
  						      >	rMIDAS==0.3.0
rngWELL==0.10-6						      <
rnoaa==1.3.2						      |	rnn==1.4.0
  						      >	roptim==0.1.5
  						      >	routr==0.4.0
rpartScore==1.0-1					      <
  						      >	RPushbullet==0.3.4
rSAFE==0.1.2						      <
  						      >	rstac==0.9.1
rules==0.1.1						      <
runjags==2.2.0-2					      <
  						      >	ruta==1.1.0
  						      >	s2==1.0.6
sbm==0.2.2						      <
  						      >	seagull==1.1.0
seasonalview==0.3					      <
  						      >	SetMethods==2.6
sf==0.9-8						      |	sf==1.0-0
sgof==2.3.2						      |	SGL==1.3
shipunov==1.14						      <
  						      >	sidrar==0.2.5
silicate==0.7.0						      <
simputation==0.2.6					      |	SIS==0.8-8
sparklyr==1.6.2						      |	sparklyr==1.7.0
  						      >	spbabel==0.5.5
squash==1.0.9						      <
  						      >	st==1.2.6
STAT==0.1.0						      <
stratifyR==1.0-2					      <
strucchangeRcpp==1.5-3-1.0.2				      <
superheat==0.1.0					      <
survivalROC==1.0.3					      <
svgtools==1.0.3						      <
tab==4.1.1						      <
tabularaster==0.7.0					      |	tabulizer==0.2.2
  						      >	tabulizerjars==1.0.1
Taxonstand==2.4						      <
tempR==0.9.9.16						      <
tensorflow==2.4.0					      |	tensorflow==2.5.0
Ternary==1.2.2						      <
testthat==3.0.2						      |	testthat==3.0.3
  						      >	textreuse==0.1.5
tikzDevice==0.12.3.1					      <
  						      >	TimeWarp==1.0.15
  						      >	transformr==0.1.3
  						      >	transport==0.12-2
treeClust==1.1-7					      <
  						      >	trelliscopejs==0.2.6
TSPred==5.1						      <
umx==4.3.0						      <
unjoin==0.1.0						      <
varImp==0.4						      <
VarSelLCM==2.1.3.1					      <
  						      >	VCA==1.4.3
  						      >	venn==1.10
wactor==0.0.1						      <
  						      >	waterfalls==0.1.2
  						      >	waveslim==1.8.2
  						      >	webutils==1.1
xfun==0.23						      |	XBRL==0.99.18
  						      >	xfun==0.24
XLConnect==1.0.3					      <
== Comparing pip freeze ==
black==21.5b2						      |	black==21.6b0
nbconvert==6.0.7					      |	nbconvert==6.1.0
prompt-toolkit==3.0.18					      |	prompt-toolkit==3.0.19
Send2Trash==1.5.0					      |	Send2Trash==1.7.1
terminado==0.10.0					      |	terminado==0.10.1
tqdm==4.61.0						      |	tqdm==4.61.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
alsa-ucm-conf==1.2.2-1ubuntu0.7				      |	alsa-ucm-conf==1.2.2-1ubuntu0.8
imagemagick==8:6.9.10.23+dfsg-2.1ubuntu11.2		      |	imagemagick==8:6.9.10.23+dfsg-2.1ubuntu11.4
imagemagick-6-common==8:6.9.10.23+dfsg-2.1ubuntu11.2	      |	imagemagick-6-common==8:6.9.10.23+dfsg-2.1ubuntu11.4
imagemagick-6.q16==8:6.9.10.23+dfsg-2.1ubuntu11.2	      |	imagemagick-6.q16==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagick++-6-headers==8:6.9.10.23+dfsg-2.1ubuntu11.2	      |	libmagick++-6-headers==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagick++-6.q16-8:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.2     |	libmagick++-6.q16-8:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagick++-6.q16-dev:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.2   |	libmagick++-6.q16-dev:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagick++-dev==8:6.9.10.23+dfsg-2.1ubuntu11.2		      |	libmagick++-dev==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagickcore-6-arch-config:amd64==8:6.9.10.23+dfsg-2.1ubuntu |	libmagickcore-6-arch-config:amd64==8:6.9.10.23+dfsg-2.1ubuntu
libmagickcore-6-headers==8:6.9.10.23+dfsg-2.1ubuntu11.2	      |	libmagickcore-6-headers==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagickcore-6.q16-6:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.2   |	libmagickcore-6.q16-6:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagickcore-6.q16-6-extra:amd64==8:6.9.10.23+dfsg-2.1ubuntu |	libmagickcore-6.q16-6-extra:amd64==8:6.9.10.23+dfsg-2.1ubuntu
libmagickcore-6.q16-dev:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.2 |	libmagickcore-6.q16-dev:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagickwand-6-headers==8:6.9.10.23+dfsg-2.1ubuntu11.2	      |	libmagickwand-6-headers==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagickwand-6.q16-6:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.2   |	libmagickwand-6.q16-6:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.4
libmagickwand-6.q16-dev:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.2 |	libmagickwand-6.q16-dev:amd64==8:6.9.10.23+dfsg-2.1ubuntu11.4
libnss-systemd:amd64==245.4-4ubuntu3.6			      |	libnss-systemd:amd64==245.4-4ubuntu3.7
libpam-systemd:amd64==245.4-4ubuntu3.6			      |	libpam-systemd:amd64==245.4-4ubuntu3.7
libpython2-dev:amd64==2.7.17-2ubuntu4			      <
libpython2.7:amd64==2.7.18-1~20.04.1			     ...
Read more

v40 - GPU

07 Sep 16:08
47bd08e
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[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/rstats:v40

== Comparing Rscript /tools/r_list_versions.R | sort ==
adegenet==2.1.3						      <
adegraphics==1.0-15					      <
  						      >	adimpro==0.9.3
AhoCorasickTrie==0.1.2					      |	ahptopsis2n==0.2.0
aif360==0.1.0						      <
  						      >	alabama==2015.3-1
  						      >	alr4==1.0.6
AmesHousing==0.0.4					      |	anacor==1.1-3
AMR==1.6.0						      <
ANN2==2.3.4						      <
anocva==0.1.1						      <
aplpack==1.3.3						      <
argparser==0.7.1					      |	aqp==1.29
aricode==1.0.0						      <
arulesCBA==1.2.0					      <
AsyK==1.5.4						      |	asymmetry==2.0.3
  						      >	autocogs==0.1.3
  						      >	avocado==0.1.0
babelgene==21.4						      |	awsMethods==1.1-1
bannerCommenter==1.0.0					      |	BART==2.9
barplot3d==1.0.1					      |	bartMachine==1.2.6
  						      >	bartMachineJARs==1.1
  						      >	BAS==1.5.5
basicTrendline==2.0.5					      <
  						      >	bcp==4.0.3
  						      >	bdscale==2.0.0
BETS==0.4.9						      <
  						      >	bibliometrix==3.1.1
  						      >	bibliometrixData==0.1.0
  						      >	binr==1.1
  						      >	Biodem==0.5
  						      >	BiodiversityR==2.13-1
blm==2013.2.4.4						      <
  						      >	blorr==0.3.0
bnstruct==1.0.10					      <
bootImpute==1.2.0					      <
brant==0.3-0						      <
broman==0.72-4						      <
brotli==1.2						      <
  						      >	BTYD==2.4.2
  						      >	bvls==1.4
  						      >	calendR==1.1
CARS==0.2.2						      <
  						      >	cccp==0.2-7
  						      >	censusxy==1.0.1
chemometrics==1.4.2					      |	checkpoint==0.4.10
  						      >	ckanr==0.6.0
ClustGeo==2.0						      <
  						      >	clustree==0.4.3
  						      >	clustvarsel==2.3.4
CLVTools==0.8.0						      <
cmm==0.12						      <
colf==0.1.3						      <
colordistance==1.1.2					      <
  						      >	compareDF==2.3.1
  						      >	covid19br==0.1.1
crfsuite==0.3.4						      <
crossval==1.0.3						      <
  						      >	CVXR==1.0-9
dash==0.5.0						      <
dashboardthemes==1.1.3					      <
dashCoreComponents==1.10.0				      <
dashHtmlComponents==1.0.3				      <
dashTable==4.7.0					      <
dataMaid==1.4.0						      <
decon==1.2-4						      <
deducorrect==1.3.7					      <
  						      >	deepNN==1.0
  						      >	dfoptim==2020.10-1
  						      >	dgof==1.2
  						      >	dimensionsR==0.0.2
discretization==1.0-1					      |	DirichletReg==0.7-0
DiscriMiner==0.1-29					      <
  						      >	drc==3.0-1
  						      >	drgee==1.1.10
  						      >	easyPubMed==2.13
echarts4r==0.4.0					      <
  						      >	economiccomplexity==1.1
  						      >	ECOSolveR==0.5.4
editrules==2.9.3					      <
  						      >	egcm==1.0.12
  						      >	ei==1.3-3
  						      >	eiCompare==3.0.0
  						      >	eiPack==0.2-1
elmNNRcpp==1.0.3					      <
embed==0.1.4						      <
EMD==1.5.8						      <
emdist==0.3-1						      <
equateIRT==2.1.0					      <
  						      >	eRm==1.0-2
  						      >	eulerr==6.1.0
  						      >	eurostat==3.7.5
  						      >	excelR==0.4.0
  						      >	FactoClass==1.2.7
  						      >	farff==1.1.1
  						      >	fAssets==3042.84
  						      >	fastAdaboost==1.0.0
  						      >	fastGraph==2.1
FateID==0.2.0						      <
faux==1.0.0						      <
fcd==0.1						      <
fDMA==2.2.6						      <
  						      >	ffscrapr==1.4.2
fiery==1.1.3						      <
  						      >	FinancialMath==0.1.1
finreportr==1.0.2					      <
  						      >	FitARMA==1.6.1
  						      >	fitur==0.6.1
fixerapi==0.1.6						      <
  						      >	FKF==0.1.7
  						      >	fMultivar==3042.80.1
forestplot==1.10.1					      <
FuzzyR==2.3.1						      <
  						      >	GARCHIto==0.1.0
gcdnet==1.0.5						      <
  						      >	gee==4.13-20
  						      >	geigen==2.3
  						      >	genius==2.2.2
genlasso==1.5						      |	GenSA==1.1.7
gggenes==0.4.1						      |	gggibbous==0.1.1
ggiraphExtra==0.3.0					      <
gglasso==1.5						      <
  						      >	ggnetwork==0.5.8
ggplotgui==1.0.0					      <
  						      >	ggpointdensity==0.1.0
  						      >	ggsom==0.4.0
ggstream==0.1.0						      |	ggtern==3.3.0
ggvenn==0.1.8						      |	ggVennDiagram==1.1.0
GISTools==0.7-4						      <
git2r==0.28.0						      <
  						      >	githubinstall==0.2.2
glmmTMB==1.0.2.1					      <
Gmisc==2.0.2						      |	gmm==1.6-6
gProfileR==0.7.0					      |	gradDescent==3.0
grf==1.2.0						      <
grnn==0.1.0						      |	groupdata2==1.4.1
  						      >	gsw==1.0-5
  						      >	gsynth==1.0.9
gtrendsR==1.4.8						      <
gWidgets2==1.0-8					      <
  						      >	HaploSim==1.8.4
HDCI==1.0-2						      <
hellno==0.0.1						      |	heavy==0.38.196
  						      >	HH==3.1-43
  						      >	highfrequency==0.8.0.1
hmeasure==1.0-2						      |	histogram==0.0-25
  						      >	HMMpa==1.0.1
HSAUR2==1.1-18						      <
hsdar==1.0.3						      <
htmltools==0.5.1.1					      |	htmltools==0.5.2
icesTAF==3.6.0						      <
ICV==1.0						      <
investr==1.4.0						      <
ISOweek==0.6-2						      <
ISwR==2.0-8						      <
itsadug==2.4						      |	itsmr==1.9
Johnson==1.4						      |	JointAI==1.0.2
JOUSBoost==2.1.0					      <
kedd==1.0.3						      <
kerastuneR==0.1.0.3					      <
kerdiest==1.2						      <
  						      >	kit==0.0.7
  						      >	lagged==0.3-0
LaplacesDemon==16.1.4					      <
  						      >	learningr==0.29.1
  						      >	lest==1.1.0
lexRankr==0.5.2						      <
  						      >	lidR==3.1.2
  						      >	likert==1.3.5
  						      >	listviewer==3.0.0
lle==1.1						      <
  						      >	logspline==2.1.16
lsmeans==2.30-0						      <
lvplot==0.2.0						      <
  						      >	madgrad==0.1.0
  						      >	maotai==0.1.9
mapcan==0.0.1						      <
  						      >	mapsapi==0.4.8
  						      >	MarketMatching==1.2.0
matahari==0.1.3						      |	Matching==4.9-9
matrixStats==0.60.0					      |	matrixStats==0.60.1
  						      >	mclustcomp==0.3.1
  						      >	mcmcse==1.4-1
MCS==0.1.3						      <
mdscore==0.1-3						      |	measurements==1.4.0
mets==1.2.8.1						      |	metRology==0.9-28-1
  						      >	mFilter==0.1-5
  						      >	micromap==1.9.4
  						      >	minerva==1.5.8
  						      >	minpack.lm==1.2-1
mipfp==3.2.1						      <
  						      >	missMethods==0.2.0
mlflow==1.17.0						      |	MLeval==0.3
  						      >	mockery==0.4.2
mongolite==2.3.1					      <
monitoR==1.0.7						      <
MSGARCH==2.42						      <
msigdbr==7.4.1						      <
multDM==1.1.3						      <
MVA==1.0-7						      <
  						      >	nadiv==2.17.1
  						      >	nardl==0.1.6
NatureSounds==1.0.4					      <
nimble==0.11.0						      <
nlsr==2019.9.7						      <
nonlinearTseries==0.2.11				      |	NonCompart==0.4.7
  						      >	normalr==1.0.0
  						      >	normtest==1.1
  						      >	nse2r==0.1.4
  						      >	oce==1.4-0
ompr==0.8.1						      <
  						      >	opendatatoronto==0.1.4
  						      >	OpenImageR==1.1.8
OpenStreetMap==0.3.4					      <
  						      >	optiSel==2.0.5
  						      >	optiSolve==0.1.2
OSCV==1.0						      <
otrimle==1.6						      |	osqp==0.6.0.3
  						      >	overlapping==1.6
pageviews==0.5.0					      <
  						      >	PASWR==1.1
pbv==0.4-22						      <
pca3d==0.10.2						      <
pec==2020.11.17						      |	pedigree==1.4
pegas==1.0						      |	PEIP==2.2-3
  						      >	plan==0.4-3
plotfunctions==1.4					      <
  						      >	plsRglm==1.3.0
  						      >	pmsampsize==1.0.3
  						      >	poissonreg==0.1.0
  						      >	poliscidata==2.3.0
  						      >	polylabelr==0.2.0
  						      >	PolynomF==2.0-3
  						      >	powerbydesign==1.0.5
pps==1.0						      <
  						      >	precrec==0.12.5
predictmeans==1.0.4					      <
princurve==2.1.6					      <
propr==4.2.6						      <
psychonetrics==0.9					      <
ptw==1.9-15						      <
  						      >	pubmedR==0.0.3
pvclust==2.2-0						      <
pwt10==10.0-0						      <
pwt8==8.1-1						      <
QCA==3.11						      <
  						      >	R2jags==0.6-1
  						      >	R2WinBUGS==2.1-21
R6==2.5.0						      |	R6==2.5.1
RaceID==0.2.3						      <
RandPro==0.2.2						      |	randomNames==1.5-0.0
  						      >	ratelimitr==0.4.1
rbenchmark==1.0.0					      <
  						      >	RcppDE==0.1.6
  						      >	RcppDist==0.1.1
  						      >	RcppNumerical==0.4-0
  						      >	RCSF==1.0.2
rdist==0.0.5						      |	Rdimtools==1.0.6
readr==2.0.0						      |	readr==2.0.1
rEDM==1.8.2						      |	RefManageR==1.3.0
  						      >	rentrez==1.2.3
reqres==0.2.3						      <
RHRV==4.2.6						      <
RImagePalette==0.1.1					      <
riskRegression==2020.12.08				      <
  						      >	RJDBC==0.2-8
  						      >	rlas==1.4.0
Rlibeemd==1.4.1						      <
rmarkdown==2.9						      |	rmarkdown==2.10
rnn==1.4.0						      <
RobRSVD==1.0						      <
roptim==0.1.5						      <
routr==0.4.0						      <
  						      >	RPMG==2.2-3
RPushbullet==0.3.4					      <
  						      >	RQuantLib==0.4.12
RSAGA==1.3.0						      <
  						      >	rscopus==0.6.6
  						      >	RSEIS==3.9-3
Rserve==1.7-3.1						      <
rsm==2.10.2						      <
  						      >	Rssa==1.0.3
rsvd==1.0.5						      <
RtutoR==1.2						      <
  						      >	RVenn==1.1.0
  						      >	Rwave==2.4-8
  						      >	rwhatsapp==0.2.3
  						      >	Rwtss==0.8.0
samplingbook==1.2.4					      <
  						      >	sarima==0.8.4
  						      >	ScottKnottESD==2.0.3
  						      >	scs==1.3-2
seagull==1.1.0						      <
see==0.6.3						      <
sensemakr==0.1.3					      <
SetMethods==2.6						      <
  						      >	sgd==1.1.1
  						      >	shapes==1.2.6
sidrar==0.2.5						      <
  						      >	simmer==4.4.2
  						      >	simputation==0.2.6
SIS==0.8-8						      <
SixSigma==0.9-52					      <
SmartEDA==0.3.7						      <
smcfcs==1.5.0						      <
  						      >	SOAR==0.99-11
  						      >	socviz==1.2
  						      >	soilDB==2.6.2
som==0.3-5.1						      <
sparr==2.2-15						      <
  						      >	spdplyr==0.4.0
spider==1.5.0						      <
splines2==0.4.3						      <
  						      >	StatMeasures==1.0
stepPlr==0.93						      <
stringi==1.7.3						      |	stringi==1.7.4
  						      >	suncalc==0.5.0
swagger==3.33.1						      <
  						   ...
Read more

v41 - CPU

20 Sep 21:04
47bd08e
Compare
Choose a tag to compare

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

gcr.io/kaggle-images/rstats:v41

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	AmesHousing==0.0.4
apcluster==1.4.8					      <
  						      >	aplpack==1.3.3
  						      >	audio==0.1-7
Barycenter==1.3.1					      <
beanplot==1.2						      |	beepr==1.3
benchmarkme==1.0.7					      |	Bergm==5.0.2
benchmarkmeData==1.0.4					      <
  						      >	bigtabulate==1.1.5
biomod2==3.4.6						      <
biosignalEMG==2.1.0					      <
BlakerCI==1.0-6						      |	blme==1.0-5
  						      >	bnstruct==1.0.10
brglm2==0.7.1						      <
  						      >	btergm==1.9.13
  						      >	circular==0.4-93
  						      >	cleangeo==0.2-4
  						      >	coefficientalpha==0.7
coop==0.6-2						      <
coronavirus==0.3.21					      <
  						      >	covidcast==0.4.2
crossdes==1.1-1						      <
  						      >	csv==0.5.9
  						      >	d3Tree==0.2.2
  						      >	dataMaid==1.4.0
deepnet==0.2						      <
detectseparation==0.2					      <
DHARMa==0.4.1						      <
  						      >	Dict==0.1.0
doc2concrete==0.5.3					      <
e1071==1.7-8						      |	e1071==1.7-9
  						      >	echarts4r==0.4.0
ENMeval==0.3.1						      <
enrichwith==0.3.1					      <
epimdr==0.6-5						      <
EQL==1.0-1						      <
  						      >	ffbase==0.13.3
  						      >	FOCI==0.1.3
ForecastComb==1.3.1					      <
  						      >	FrF2.catlg128==1.2-1
  						      >	FSA==0.8.32
  						      >	FunChisq==2.5.1
functional==0.6						      <
  						      >	FuzzyR==2.3.1
  						      >	fuzzywuzzyR==1.0.4
gap==1.2.3-1						      <
GAS==0.3.3						      <
gaussquad==1.0-2					      <
GeneCycle==1.1.5					      <
generalhoslem==1.3.4					      <
getPass==0.2-2						      <
githubinstall==0.2.2					      <
glm2==1.2.1						      <
greta==0.3.1						      <
hoardr==0.5.2						      <
htmlwidgets==1.5.3					      |	htmlwidgets==1.5.4
invgamma==1.1						      <
  						      >	iterpc==0.4.2
kdensity==1.1.0						      <
  						      >	kerastuneR==0.1.0.3
knitr==1.33						      |	knitr==1.34
logging==0.10-108					      |	logger==0.2.0
logitnorm==0.8.38					      <
longitudinal==1.1.12					      <
  						      >	lsmeans==2.30-0
manifestoR==1.5.0					      <
matrixStats==0.60.1					      |	matrixStats==0.61.0
maxnet==0.1.2						      <
MCMCglmm==2.32						      <
  						      >	merTools==0.5.2
  						      >	miceRanger==1.4.0
  						      >	MMWRweek==0.1.3
mockery==0.4.2						      <
modelsummary==0.7.0					      <
  						      >	monitoR==1.0.7
  						      >	MSPRT==3.0
mtsdi==0.3.5						      <
multipanelfigure==2.1.2					      <
mvnormalTest==1.0.0					      <
nakagami==1.0.0						      <
  						      >	NatureSounds==1.0.4
ncvreg==3.13.0						      <
nsprcomp==0.5.1-2					      <
openssl==1.4.4						      |	openssl==1.4.5
ORCI==1.1						      <
orthopolynom==1.0-5					      <
outbreaks==1.9.0					      <
PakPC2017==1.0.0					      <
pbapply==1.4-3						      |	pbapply==1.5-0
  						      >	permutations==1.0-9
  						      >	pid==0.50
pkgload==1.2.1						      |	pkgload==1.2.2
plgp==1.1-7						      <
pluralize==0.2.0					      <
popbio==2.7						      |	portes==5.0
popsom==5.1						      <
PropCIs==0.3-0						      <
  						      >	ptw==1.9-15
Publish==2020.12.23					      <
qgam==1.3.3						      <
qlcMatrix==0.9.7					      <
  						      >	QuantTools==0.5.7.1
r2rtf==0.2.0						      <
reticulate==1.20					      |	reticulate==1.22
rgee==1.0.9						      <
rgeos==0.5-5						      |	rgeos==0.5-7
  						      >	RiskPortfolios==2.1.7
rmarkdown==2.10						      |	rmarkdown==2.11
  						      >	robustfa==1.0-5
ROI.plugin.lpsolve==1.0-0				      <
rpostgis==1.4.3						      <
  						      >	rsem==0.5.0
runjags==2.2.0-2					      <
SCCS==1.2						      |	schoolmath==0.4
  						      >	sciplot==1.2-0
scrubr==0.3.2						      <
SDraw==2.1.13						      <
  						      >	sensemakr==0.1.3
  						      >	shinyLP==1.1.2
simukde==1.2.0						      <
  						      >	SmartEDA==0.3.7
softImpute==1.4-1					      <
sparklyr==1.7.0						      |	sparklyr==1.7.2
sparsesvd==0.2						      <
SPREDA==1.1						      <
spsurvey==4.1.4						      <
  						      >	stats19==1.4.1
tesseract==4.1.1					      |	tesseract==4.1.2
text==0.9.10						      <
textplot==0.1.4						      <
tfautograph==0.3.1					      |	tfautograph==0.3.2
  						      >	tidyjson==0.3.1
  						      >	timeR==1.2.0
transport==0.12-2					      <
TSdist==3.7						      <
  						      >	tsfknn==0.5.0
ttutils==1.0-1						      <
  						      >	tvm==0.5.0
univariateML==1.1.0					      <
varhandle==2.0.5					      <
vroom==1.5.4						      |	vote==2.2-0
  						      >	vroom==1.5.5
waldo==0.3.0						      |	waldo==0.3.1
waterfalls==0.1.2					      <
  						      >	whoami==1.3.0
xfun==0.25						      |	xergm.common==1.7.8
  						      >	xfun==0.26
== Comparing pip freeze ==
black==21.8b0						      |	black==21.9b0
charset-normalizer==2.0.4				      |	charset-normalizer==2.0.6
debugpy==1.4.1						      |	debugpy==1.4.3
decorator==5.0.9					      |	decorator==5.1.0
ipykernel==6.3.1					      |	ipykernel==6.4.1
ipywidgets==7.6.4					      |	ipywidgets==7.6.5
jupyter-client==7.0.2					      |	jupyter-client==7.0.3
jupyter-core==4.7.1					      |	jupyter-core==4.8.1
jupyterlab-widgets==1.0.1				      |	jupyterlab-widgets==1.0.2
matplotlib-inline==0.1.2				      |	matplotlib-inline==0.1.3
pandocfilters==1.4.3					      |	pandocfilters==1.5.0
pyzmq==22.2.1						      |	pyzmq==22.3.0
QtPy==1.10.0						      |	QtPy==1.11.1
terminado==0.11.1					      |	terminado==0.12.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
alsa-ucm-conf==1.2.2-1ubuntu0.9				      |	alsa-ucm-conf==1.2.2-1ubuntu0.10
curl==7.68.0-1ubuntu2.6					      |	curl==7.68.0-1ubuntu2.7
ghostscript==9.50~dfsg-5ubuntu4.2			      |	ghostscript==9.50~dfsg-5ubuntu4.3
git==1:2.25.1-1ubuntu3.1				      |	git==1:2.25.1-1ubuntu3.2
libcurl4:amd64==7.68.0-1ubuntu2.6			      |	libcurl4:amd64==7.68.0-1ubuntu2.7
libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.6		      |	libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.7
libgd3:amd64==2.2.5-5.2ubuntu2				      |	libgd3:amd64==2.2.5-5.2ubuntu2.1
libgs9:amd64==9.50~dfsg-5ubuntu4.2			      |	libgs9:amd64==9.50~dfsg-5ubuntu4.3
libgs9-common==9.50~dfsg-5ubuntu4.2			      |	libgs9-common==9.50~dfsg-5ubuntu4.3
libnss-systemd:amd64==245.4-4ubuntu3.11			      |	libnss-systemd:amd64==245.4-4ubuntu3.13
libpam-systemd:amd64==245.4-4ubuntu3.11			      |	libpam-systemd:amd64==245.4-4ubuntu3.13
libsystemd0:amd64==245.4-4ubuntu3.11			      |	libsystemd0:amd64==245.4-4ubuntu3.13
systemd==245.4-4ubuntu3.11				      |	systemd==245.4-4ubuntu3.13
systemd-sysv==245.4-4ubuntu3.11				      |	systemd-sysv==245.4-4ubuntu3.13
systemd-timesyncd==245.4-4ubuntu3.11			      |	systemd-timesyncd==245.4-4ubuntu3.13

v40 - CPU

07 Sep 16:08
47bd08e
Compare
Choose a tag to compare

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

gcr.io/kaggle-images/rstats:v40

== Comparing Rscript /tools/r_list_versions.R | sort ==
adegenet==2.1.3						      <
adegraphics==1.0-15					      <
  						      >	adimpro==0.9.3
AhoCorasickTrie==0.1.2					      |	ahptopsis2n==0.2.0
aif360==0.1.0						      <
  						      >	alabama==2015.3-1
  						      >	alr4==1.0.6
AmesHousing==0.0.4					      |	anacor==1.1-3
AMR==1.6.0						      <
ANN2==2.3.4						      <
anocva==0.1.1						      <
aplpack==1.3.3						      <
argparser==0.7.1					      |	aqp==1.29
aricode==1.0.0						      <
arulesCBA==1.2.0					      <
AsyK==1.5.4						      |	asymmetry==2.0.3
  						      >	autocogs==0.1.3
  						      >	avocado==0.1.0
babelgene==21.4						      |	awsMethods==1.1-1
bannerCommenter==1.0.0					      |	BART==2.9
barplot3d==1.0.1					      |	bartMachine==1.2.6
  						      >	bartMachineJARs==1.1
  						      >	BAS==1.5.5
basicTrendline==2.0.5					      <
  						      >	bcp==4.0.3
  						      >	bdscale==2.0.0
BETS==0.4.9						      <
  						      >	bibliometrix==3.1.1
  						      >	bibliometrixData==0.1.0
  						      >	binr==1.1
  						      >	Biodem==0.5
  						      >	BiodiversityR==2.13-1
blm==2013.2.4.4						      <
  						      >	blorr==0.3.0
bnstruct==1.0.10					      <
bootImpute==1.2.0					      <
brant==0.3-0						      <
broman==0.72-4						      <
brotli==1.2						      <
  						      >	BTYD==2.4.2
  						      >	bvls==1.4
  						      >	calendR==1.1
CARS==0.2.2						      <
  						      >	cccp==0.2-7
  						      >	censusxy==1.0.1
chemometrics==1.4.2					      |	checkpoint==0.4.10
  						      >	ckanr==0.6.0
ClustGeo==2.0						      <
  						      >	clustree==0.4.3
  						      >	clustvarsel==2.3.4
CLVTools==0.8.0						      <
cmm==0.12						      <
colf==0.1.3						      <
colordistance==1.1.2					      <
  						      >	compareDF==2.3.1
  						      >	covid19br==0.1.1
crfsuite==0.3.4						      <
crossval==1.0.3						      <
  						      >	CVXR==1.0-9
dash==0.5.0						      <
dashboardthemes==1.1.3					      <
dashCoreComponents==1.10.0				      <
dashHtmlComponents==1.0.3				      <
dashTable==4.7.0					      <
dataMaid==1.4.0						      <
decon==1.2-4						      <
deducorrect==1.3.7					      <
  						      >	deepNN==1.0
  						      >	dfoptim==2020.10-1
  						      >	dgof==1.2
  						      >	dimensionsR==0.0.2
discretization==1.0-1					      |	DirichletReg==0.7-0
DiscriMiner==0.1-29					      <
  						      >	drc==3.0-1
  						      >	drgee==1.1.10
  						      >	easyPubMed==2.13
echarts4r==0.4.0					      <
  						      >	economiccomplexity==1.1
  						      >	ECOSolveR==0.5.4
editrules==2.9.3					      <
  						      >	egcm==1.0.12
  						      >	ei==1.3-3
  						      >	eiCompare==3.0.0
  						      >	eiPack==0.2-1
elmNNRcpp==1.0.3					      <
embed==0.1.4						      <
EMD==1.5.8						      <
emdist==0.3-1						      <
equateIRT==2.1.0					      <
  						      >	eRm==1.0-2
  						      >	eulerr==6.1.0
  						      >	eurostat==3.7.5
  						      >	excelR==0.4.0
  						      >	FactoClass==1.2.7
  						      >	farff==1.1.1
  						      >	fAssets==3042.84
  						      >	fastAdaboost==1.0.0
  						      >	fastGraph==2.1
FateID==0.2.0						      <
faux==1.0.0						      <
fcd==0.1						      <
fDMA==2.2.6						      <
  						      >	ffscrapr==1.4.2
fiery==1.1.3						      <
  						      >	FinancialMath==0.1.1
finreportr==1.0.2					      <
  						      >	FitARMA==1.6.1
  						      >	fitur==0.6.1
fixerapi==0.1.6						      <
  						      >	FKF==0.1.7
  						      >	fMultivar==3042.80.1
forestplot==1.10.1					      <
FuzzyR==2.3.1						      <
  						      >	GARCHIto==0.1.0
gcdnet==1.0.5						      <
  						      >	gee==4.13-20
  						      >	geigen==2.3
  						      >	genius==2.2.2
genlasso==1.5						      |	GenSA==1.1.7
gggenes==0.4.1						      |	gggibbous==0.1.1
ggiraphExtra==0.3.0					      <
gglasso==1.5						      <
  						      >	ggnetwork==0.5.8
ggplotgui==1.0.0					      <
  						      >	ggpointdensity==0.1.0
  						      >	ggsom==0.4.0
ggstream==0.1.0						      |	ggtern==3.3.0
ggvenn==0.1.8						      |	ggVennDiagram==1.1.0
GISTools==0.7-4						      <
git2r==0.28.0						      <
  						      >	githubinstall==0.2.2
glmmTMB==1.0.2.1					      <
Gmisc==2.0.2						      |	gmm==1.6-6
gProfileR==0.7.0					      |	gradDescent==3.0
grf==1.2.0						      <
grnn==0.1.0						      |	groupdata2==1.4.1
  						      >	gsw==1.0-5
  						      >	gsynth==1.0.9
gtrendsR==1.4.8						      <
gWidgets2==1.0-8					      <
  						      >	h2o4gpu==0.2.0
  						      >	HaploSim==1.8.4
HDCI==1.0-2						      <
hellno==0.0.1						      |	heavy==0.38.196
  						      >	HH==3.1-43
  						      >	highfrequency==0.8.0.1
hmeasure==1.0-2						      |	histogram==0.0-25
  						      >	HMMpa==1.0.1
HSAUR2==1.1-18						      <
hsdar==1.0.3						      <
htmltools==0.5.1.1					      |	htmltools==0.5.2
icesTAF==3.6.0						      <
ICV==1.0						      <
investr==1.4.0						      <
ISOweek==0.6-2						      <
ISwR==2.0-8						      <
itsadug==2.4						      |	itsmr==1.9
Johnson==1.4						      |	JointAI==1.0.2
JOUSBoost==2.1.0					      <
kedd==1.0.3						      <
kerastuneR==0.1.0.3					      <
kerdiest==1.2						      <
  						      >	kit==0.0.7
  						      >	lagged==0.3-0
LaplacesDemon==16.1.4					      <
  						      >	learningr==0.29.1
  						      >	lest==1.1.0
lexRankr==0.5.2						      <
  						      >	lidR==3.1.2
  						      >	likert==1.3.5
  						      >	listviewer==3.0.0
lle==1.1						      <
  						      >	logspline==2.1.16
lsmeans==2.30-0						      <
lvplot==0.2.0						      <
  						      >	madgrad==0.1.0
  						      >	maotai==0.1.9
mapcan==0.0.1						      <
  						      >	mapsapi==0.4.8
  						      >	MarketMatching==1.2.0
matahari==0.1.3						      |	Matching==4.9-9
matrixStats==0.60.0					      |	matrixStats==0.60.1
  						      >	mclustcomp==0.3.1
  						      >	mcmcse==1.4-1
MCS==0.1.3						      <
mdscore==0.1-3						      |	measurements==1.4.0
mets==1.2.8.1						      |	metRology==0.9-28-1
  						      >	mFilter==0.1-5
  						      >	micromap==1.9.4
  						      >	minerva==1.5.8
  						      >	minpack.lm==1.2-1
mipfp==3.2.1						      <
  						      >	missMethods==0.2.0
mlflow==1.17.0						      |	MLeval==0.3
  						      >	mockery==0.4.2
mongolite==2.3.1					      <
monitoR==1.0.7						      <
MSGARCH==2.42						      <
msigdbr==7.4.1						      <
multDM==1.1.3						      <
MVA==1.0-7						      <
  						      >	nadiv==2.17.1
  						      >	nardl==0.1.6
NatureSounds==1.0.4					      <
nimble==0.11.0						      <
nlsr==2019.9.7						      <
nonlinearTseries==0.2.11				      |	NonCompart==0.4.7
  						      >	normalr==1.0.0
  						      >	normtest==1.1
  						      >	nse2r==0.1.4
  						      >	oce==1.4-0
ompr==0.8.1						      <
  						      >	opendatatoronto==0.1.4
  						      >	OpenImageR==1.1.8
OpenStreetMap==0.3.4					      <
  						      >	optiSel==2.0.5
  						      >	optiSolve==0.1.2
OSCV==1.0						      <
otrimle==1.6						      |	osqp==0.6.0.3
  						      >	overlapping==1.6
pageviews==0.5.0					      <
  						      >	PASWR==1.1
pbv==0.4-22						      <
pca3d==0.10.2						      <
pec==2020.11.17						      |	pedigree==1.4
pegas==1.0						      |	PEIP==2.2-3
  						      >	plan==0.4-3
plotfunctions==1.4					      <
  						      >	plsRglm==1.3.0
  						      >	pmsampsize==1.0.3
  						      >	poissonreg==0.1.0
  						      >	poliscidata==2.3.0
  						      >	polylabelr==0.2.0
  						      >	PolynomF==2.0-3
  						      >	powerbydesign==1.0.5
pps==1.0						      <
  						      >	precrec==0.12.5
predictmeans==1.0.4					      <
princurve==2.1.6					      <
propr==4.2.6						      <
psychonetrics==0.9					      <
ptw==1.9-15						      <
  						      >	pubmedR==0.0.3
pvclust==2.2-0						      <
pwt10==10.0-0						      <
pwt8==8.1-1						      <
QCA==3.11						      <
  						      >	R2jags==0.6-1
  						      >	R2WinBUGS==2.1-21
R6==2.5.0						      |	R6==2.5.1
RaceID==0.2.3						      <
RandPro==0.2.2						      |	randomNames==1.5-0.0
  						      >	ratelimitr==0.4.1
rbenchmark==1.0.0					      <
  						      >	RcppDE==0.1.6
  						      >	RcppDist==0.1.1
  						      >	RcppNumerical==0.4-0
  						      >	RCSF==1.0.2
rdist==0.0.5						      |	Rdimtools==1.0.6
readr==2.0.0						      |	readr==2.0.1
rEDM==1.8.2						      |	RefManageR==1.3.0
  						      >	rentrez==1.2.3
reqres==0.2.3						      <
RHRV==4.2.6						      <
RImagePalette==0.1.1					      <
riskRegression==2020.12.08				      <
  						      >	RJDBC==0.2-8
  						      >	rlas==1.4.0
Rlibeemd==1.4.1						      <
rmarkdown==2.9						      |	rmarkdown==2.10
rnn==1.4.0						      <
RobRSVD==1.0						      <
roptim==0.1.5						      <
routr==0.4.0						      <
  						      >	RPMG==2.2-3
RPushbullet==0.3.4					      <
  						      >	RQuantLib==0.4.12
RSAGA==1.3.0						      <
  						      >	rscopus==0.6.6
  						      >	RSEIS==3.9-3
Rserve==1.7-3.1						      <
rsm==2.10.2						      <
  						      >	Rssa==1.0.3
rsvd==1.0.5						      <
RtutoR==1.2						      <
  						      >	RVenn==1.1.0
  						      >	Rwave==2.4-8
  						      >	rwhatsapp==0.2.3
  						      >	Rwtss==0.8.0
samplingbook==1.2.4					      <
  						      >	sarima==0.8.4
  						      >	ScottKnottESD==2.0.3
  						      >	scs==1.3-2
seagull==1.1.0						      <
see==0.6.3						      <
sensemakr==0.1.3					      <
SetMethods==2.6						      <
  						      >	sgd==1.1.1
  						      >	shapes==1.2.6
sidrar==0.2.5						      <
  						      >	simmer==4.4.2
  						      >	simputation==0.2.6
SIS==0.8-8						      <
SixSigma==0.9-52					      <
SmartEDA==0.3.7						      <
smcfcs==1.5.0						      <
  						      >	SOAR==0.99-11
  						      >	socviz==1.2
  						      >	soilDB==2.6.2
som==0.3-5.1						      <
sparr==2.2-15						      <
  						      >	spdplyr==0.4.0
spider==1.5.0						      <
splines2==0.4.3						      <
  						      >	StatMeasures==1.0
stepPlr==0.93						      <
stringi==1.7.3						      |	stringi==1.7.4
  						      >	suncalc==0.5.0
swagger==3.33.1...
Read more

v37 - CPU

09 Jun 18:24
3022941
Compare
Choose a tag to compare

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

gcr.io/kaggle-images/rstats:v37

== Comparing Rscript /tools/r_list_versions.R | sort ==
abc.data==1.0						      <
abtest==0.2.1						      <
acepack==1.4.1						      <
actuar==2.3-3						      |	actuar==3.1-2
ade4==1.7-15						      |	ade4==1.7-16
  						      >	adegenet==2.1.3
  						      >	adlift==1.4-1
afex==0.27-2						      |	afex==0.28-1
agricolae==1.3-2					      |	AggregateR==0.1.1
ahpsurvey==0.4.1					      |	agricolae==1.3-3
AICcmodavg==2.2-2					      |	agtboost==0.9.1
AID==2.5						      |	AICcmodavg==2.3-1
akima==0.6-2						      |	AID==2.6
  						      >	aif360==0.1.0
  						      >	airports==0.1.0
  						      >	akima==0.6-2.1
alr4==1.0.6						      |	ALS==0.0.6
AMCP==1.0.0						      |	AMCP==1.0.1
  						      >	AmesHousing==0.0.4
  						      >	anacor==1.1-3
anomalize==0.2.0					      |	anomalize==0.2.2
anytime==0.3.7						      |	anytime==0.3.9
ape==5.3						      |	ape==5.5
  						      >	AppliedPredictiveModeling==1.1-7
  						      >	aqp==1.29
aricode==0.1.2						      |	ARDL==0.1.1
arm==1.10-1						      |	argosfilter==0.63
arrangements==1.1.8					      |	aricode==1.0.0
  						      >	arm==1.11-2
arrow==0.17.0						      |	arrow==4.0.0.1
arsenal==3.4.0						      |	arsenal==3.6.2
arules==1.6-5						      |	arules==1.6-7
arulesViz==1.3-3					      |	arulesSequences==0.2-25
asaur==0.50						      |	arulesViz==1.4-0
assertive==0.3-5					      |	assertive==0.3-6
assertive.base==0.0-7					      |	assertive.base==0.0-9
assertive.datetimes==0.0-2				      |	assertive.datetimes==0.0-3
assertive.reflection==0.0-4				      |	assertive.reflection==0.0-5
assertr==2.7						      <
astsa==1.9						      |	astsa==1.13
attempt==0.3.0						      <
autothresholdr==1.3.5					      |	automap==1.0-14
aweek==1.0.0						      |	automl==1.3.2
babynames==1.0.0					      |	autostsm==1.3
  						      >	autothresholdr==1.3.11
  						      >	aweek==1.0.2
  						      >	babynames==1.0.1
Ball==1.3.9						      |	baguette==0.1.0
  						      >	BAMBI==2.3.0
  						      >	bannerCommenter==1.0.0
  						      >	barsurf==0.7.0
  						      >	bartMachine==1.2.6
  						      >	bartMachineJARs==1.1
base64url==1.4						      |	BatchGetSymbols==2.6.1
BatchGetSymbols==2.5.7					      <
bayesAB==1.1.2						      <
BayesLogit==2.1						      <
bayesplot==1.7.1					      |	bayesplot==1.8.0
bayestestR==0.6.0					      |	bayestestR==0.9.0
  						      >	BB==2019.10-1
  						      >	bbotk==0.3.2
BDgraph==2.62						      |	BDgraph==2.64
beeswarm==0.2.3						      |	beeswarm==0.3.1
bench==1.1.1						      |	Benchmarking==0.29
benchmarkme==1.0.3					      |	Bessel==0.6-0
benchmarkmeData==1.0.4					      <
bestNormalize==1.5.0					      |	bestNormalize==1.7.0
betareg==3.1-3						      |	betareg==3.1-4
bfast==1.5.7						      |	bfast==1.6.1
bibliometrix==3.0.0					      |	bibliometrix==3.1.1
bibtex==0.4.2.2						      |	bibliometrixData==0.1.0
biglm==0.9-1						      |	biglm==0.9-2.1
bigrquery==1.2.0					      |	bigrquery==1.3.2
billboarder==0.2.8					      |	billboarder==0.3.1
binman==0.1.1						      |	binman==0.1.2
BiocGenerics==0.32.0					      |	binr==1.1
BiocManager==1.30.10					      |	BiocGenerics==0.36.1
BiocVersion==3.10.1					      |	BiocManager==1.30.15
biosignalEMG==2.1.0					      |	BiocVersion==3.12.0
BioStatR==3.0.0						      |	BiodiversityR==2.13-1
bipartite==2.15						      |	BioStatR==3.1.2
  						      >	biotools==4.1
  						      >	bipartite==2.16
bit==1.1-15.2						      |	biscale==0.2.0
bit64==0.9-7						      |	bit==4.0.4
bitops==1.0-6						      |	bit64==4.0.5
  						      >	bitops==1.0-7
  						      >	bivariate==0.7.0
  						      >	biwavelet==0.20.19
blockmodels==1.1.1					      |	blockmodels==1.1.4
BLR==1.6						      |	BMA==3.18.14
BMA==3.18.12						      <
bnclassify==0.4.5					      |	bnlearn==4.6.1
bnlearn==4.5						      |	bnstruct==1.0.10
bookdown==0.18						      |	bookdown==0.22
Boom==0.9.5						      |	Boom==0.9.7
BoomSpikeSlab==1.2.2					      |	BoomSpikeSlab==1.2.4
bootnet==1.3						      |	bootImpute==1.2.0
Boruta==6.0.0						      |	bootnet==1.4.3
  						      >	Boruta==7.0.0
breakDown==0.2.0					      |	brant==0.3-0
  						      >	breakDown==0.2.1
brglm==0.6.2						      |	brglm==0.7.2
bridgesampling==1.0-0					      |	bridgesampling==1.1-2
brio==1.1.1						      |	brio==1.1.2
brms==2.12.0						      |	brms==2.15.0
broom.mixed==0.2.5					      |	broomExtra==4.2.3
  						      >	broom.helpers==1.3.0
  						      >	broom.mixed==0.2.6
bst==0.3-17						      |	bslib==0.2.5
bsts==0.9.2						      |	bst==0.3-23
BTYD==2.4						      |	bsts==0.9.6
BTYDplus==1.0.1						      |	BTYD==2.4.2
BVAR==0.2.2						      |	BTYDplus==1.2.0
C50==0.1.3						      |	bupaR==0.4.4
  						      >	butcher==0.1.4
  						      >	BWStest==0.2.2
  						      >	C50==0.1.4
Cairo==1.5-12						      |	cachem==1.0.5
  						      >	Cairo==1.5-12.2
candisc==0.8-3						      |	candisc==0.8-5
car==3.0-7						      |	car==3.0-10
carData==3.0-3						      |	carData==3.0-4
caret==6.0-86						      |	caret==6.0-88
cartography==2.4.1					      |	cartogram==0.2.2
caschrono==2.1						      |	cartography==3.0.0
CAST==0.4.0						      <
caTools==1.18.0						      |	caTools==1.18.2
CausalImpact==1.2.4					      |	causaleffect==1.3.12
causalweight==0.1.3					      |	CausalImpact==1.2.6
  						      >	causalweight==1.0.1
cbsodataR==0.4.1					      |	cbsodataR==0.5.1
CCA==1.2						      |	CCA==1.2.1
cdata==1.1.6						      |	cdata==1.1.9
CDM==7.5-15						      <
cellWise==2.1.1						      |	cffdrs==1.8.18
censusapi==0.6.0					      |	ChainLadder==0.2.12
CGPfunctions==0.6.0					      <
  						      >	ChannelAttribution==2.0.4
choroplethr==3.6.3					      |	chemometrics==1.4.2
  						      >	cherryblossom==0.1.0
  						      >	choroplethr==3.7.0
  						      >	choroplethrAdmin1==1.1.1
chron==2.3-55						      |	chron==2.3-56
circlize==0.4.8						      |	circlize==0.4.12
clarkeTest==0.1.0					      |	circular==0.4-93
cld2==1.2						      |	cld2==1.2.1
cli==2.4.0						      |	cleangeo==0.2-4
clifro==3.2-2						      |	cleanNLP==3.0.3
  						      >	cli==2.5.0
  						      >	clifro==3.2-3
clue==0.3-57						      |	clock==0.3.0
  						      >	clue==0.3-59
clusterGeneration==1.3.4				      |	clusterGeneration==1.3.7
ClusterR==1.2.1						      |	ClusterR==1.2.4
clustertend==1.4					      |	clusterSim==0.49-2
clustMixType==0.2-5					      |	clustertend==1.5
  						      >	clusteval==0.1
  						      >	ClustGeo==2.0
  						      >	clustMixType==0.2-11
clv==0.3-2.2						      |	clustvarsel==2.3.4
clValid==0.6-6						      |	clValid==0.7
cmprsk==2.2-9						      |	cmprsk==2.2-10
  						      >	cobs==1.3-4
coda==0.19-3						      |	coda==0.19-4
coin==1.3-1						      |	coefplot==1.2.7
colorspace==2.0-0					      |	coin==1.4-1
colourpicker==1.0					      |	colorRamps==2.3
colourvalues==0.3.4					      |	colorspace==2.0-1
  						      >	colourpicker==1.1.0
compareDF==2.0.2					      |	compareGroups==4.5.1
compareGroups==4.4.1					      |	Compind==2.2
compositions==1.40-5					      |	compositions==2.0-1
  						      >	CompQuadForm==1.4.3
  						      >	conditionz==0.1.0
  						      >	conf.design==2.0.0
  						      >	conquer==1.0.2
copent==0.1						      |	coop==0.6-2
CORElearn==1.54.2					      |	copula==1.0-1
  						      >	CORElearn==1.56.0
  						      >	coronavirus==0.3.21
corpus==0.10.1						      |	corpus==0.10.2
correlationfunnel==0.1.0				      |	correlation==0.6.1
corrgram==1.13						      |	correlationfunnel==0.2.0
corrplot==0.84						      |	corrgram==1.14
corrr==0.4.2						      |	corrplot==0.88
  						      >	corrr==0.4.3
countrycode==1.1.2					      |	countrycode==1.2.0
  						      >	covidcast==0.4.2
cowplot==1.0.0						      |	cowplot==1.1.1
  						      >	cplm==0.7-9
cppRouting==2.0						      <
  						      >	credentials==1.3.0
  						      >	creditmodel==1.3.0
crul==0.9.0						      |	crul==1.1.0
cubature==2.0.4						      |	cubature==2.0.4.2
Cubist==0.2.3						      |	cubelyr==1.0.1
curl==4.3						      |	Cubist==0.2.40
  						      >	curl==4.3.1
  						      >	curry==0.1.1
cvms==1.0.1						      |	cvms==1.2.1
  						      >	CVST==0.2-2
cwhmisc==6.6						      |	CVXR==1.0-9
d3r==0.8.7						      |	d3r==0.9.1
d3Tree==0.2.0						      |	d3Tree==0.2.2
DALEX==1.2.0						      |	dagitty==0.3-1
DALEXtra==0.2.1						      |	DALEX==2.2.0
DAMisc==1.5.4						      <
DataExplorer==0.8.1					      |	DataExplorer==0.8.2
  						      >	dataMaid==1.4.0
  						      >	datamods==1.1.4
  						      >	dataPreparation==1.0.1
data.tree==0.7.11					      |	data.tree==1.0.0
  						      >	datetime==0.1.4
  						      >	datos==0.3.0
dbplyr==1.4.3						      |	dbplyr==2.1.1
dbscan==1.1-5						      |	dbscan==1.1-8
dcurver==0.9.1						      |	dcurver==0.9.2
deaR==1.2.1						      |	deaR==1.2.3
decido==0.2.0						      |	decido==0.3.0
deepdive==1.0.1						      |	Deducer==0.7-9
  						      >	deducorrect==1.3.7
  						      >	deepdive==1.0.2
deflateBR==1.1.2					      |	deldir==0.2-10
Delaporte==7.0.2					      |	demography==1.22
deldir==0.1-25						      |	dendextend==1.15.1
dendextend==1.13.4					      <
denstrip==1.5.4						      |	DEoptim==2.2-6
DEoptim==2.2-5						      <
depmixS4==1.4-2						      |	depmixS4==1.5-0
Deriv==4.0						      |	depth==2.1-1.1
  						      >	DepthProc==2.1.3
  						      >	Deriv==4.1.3
descr==1.1.4						      |	descr==1.1.5
DescTools==0.99.34					      |	DescTools==0.99.41
devtools==2.3.0						      |	devtools==2.4.1
dHSIC==2.1						      |	dfidx==0.0-4
diagram==1.6.4						      |	dfoptim==2020.10-1
  						      >	dgof==1.2
  						      >	diagram==1.6.5
  						      >	DiagrammeRsvg==0.1
DiceDesign==1.8-1					      |	DiceDesign==1.9
DiceKriging==1.5.6					      |	DiceKriging==1.6.0
dimensionsR==0.0.1					      |	dimensionsR==0.0.2
diptest==0.75-7						      |	dimRed==0.2.3
directlabels==2020.1.31					      |	diptest==0.76-0
  						      >	directlabels==2021.1.13
discrim==0.0.2						      |	discrim==0.1.1
dismo==1.1-4						      |	discSurv==1.4.1
d...
Read more

v37 - GPU

09 Jun 18:24
3022941
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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:v37

== Comparing Rscript /tools/r_list_versions.R | sort ==
abc.data==1.0						      <
abtest==0.2.1						      <
acepack==1.4.1						      <
actuar==2.3-3						      |	actuar==3.1-2
ade4==1.7-15						      |	ade4==1.7-16
  						      >	adegenet==2.1.3
  						      >	adlift==1.4-1
afex==0.27-2						      |	afex==0.28-1
agricolae==1.3-2					      |	AggregateR==0.1.1
ahpsurvey==0.4.1					      |	agricolae==1.3-3
AICcmodavg==2.2-2					      |	agtboost==0.9.1
AID==2.5						      |	AICcmodavg==2.3-1
akima==0.6-2						      |	AID==2.6
  						      >	aif360==0.1.0
  						      >	airports==0.1.0
  						      >	akima==0.6-2.1
alr4==1.0.6						      |	ALS==0.0.6
AMCP==1.0.0						      |	AMCP==1.0.1
  						      >	AmesHousing==0.0.4
  						      >	anacor==1.1-3
anomalize==0.2.0					      |	anomalize==0.2.2
anytime==0.3.7						      |	anytime==0.3.9
ape==5.3						      |	ape==5.5
  						      >	AppliedPredictiveModeling==1.1-7
  						      >	aqp==1.29
aricode==0.1.2						      |	ARDL==0.1.1
arm==1.10-1						      |	argosfilter==0.63
arrangements==1.1.8					      |	aricode==1.0.0
  						      >	arm==1.11-2
arrow==0.17.0						      |	arrow==4.0.0.1
arsenal==3.4.0						      |	arsenal==3.6.2
arules==1.6-5						      |	arules==1.6-7
arulesViz==1.3-3					      |	arulesSequences==0.2-25
asaur==0.50						      |	arulesViz==1.4-0
assertive==0.3-5					      |	assertive==0.3-6
assertive.base==0.0-7					      |	assertive.base==0.0-9
assertive.datetimes==0.0-2				      |	assertive.datetimes==0.0-3
assertive.reflection==0.0-4				      |	assertive.reflection==0.0-5
assertr==2.7						      <
astsa==1.9						      |	astsa==1.13
attempt==0.3.0						      <
autothresholdr==1.3.5					      |	automap==1.0-14
aweek==1.0.0						      |	automl==1.3.2
babynames==1.0.0					      |	autostsm==1.3
  						      >	autothresholdr==1.3.11
  						      >	aweek==1.0.2
  						      >	babynames==1.0.1
Ball==1.3.9						      |	baguette==0.1.0
  						      >	BAMBI==2.3.0
  						      >	bannerCommenter==1.0.0
  						      >	barsurf==0.7.0
  						      >	bartMachine==1.2.6
  						      >	bartMachineJARs==1.1
base64url==1.4						      |	BatchGetSymbols==2.6.1
BatchGetSymbols==2.5.7					      <
bayesAB==1.1.2						      <
BayesLogit==2.1						      <
bayesplot==1.7.1					      |	bayesplot==1.8.0
bayestestR==0.6.0					      |	bayestestR==0.9.0
  						      >	BB==2019.10-1
  						      >	bbotk==0.3.2
BDgraph==2.62						      |	BDgraph==2.64
beeswarm==0.2.3						      |	beeswarm==0.3.1
bench==1.1.1						      |	Benchmarking==0.29
benchmarkme==1.0.3					      |	Bessel==0.6-0
benchmarkmeData==1.0.4					      <
bestNormalize==1.5.0					      |	bestNormalize==1.7.0
betareg==3.1-3						      |	betareg==3.1-4
bfast==1.5.7						      |	bfast==1.6.1
bibliometrix==3.0.0					      |	bibliometrix==3.1.1
bibtex==0.4.2.2						      |	bibliometrixData==0.1.0
biglm==0.9-1						      |	biglm==0.9-2.1
bigrquery==1.2.0					      |	bigrquery==1.3.2
billboarder==0.2.8					      |	billboarder==0.3.1
binman==0.1.1						      |	binman==0.1.2
BiocGenerics==0.32.0					      |	binr==1.1
BiocManager==1.30.10					      |	BiocGenerics==0.36.1
BiocVersion==3.10.1					      |	BiocManager==1.30.15
biosignalEMG==2.1.0					      |	BiocVersion==3.12.0
BioStatR==3.0.0						      |	BiodiversityR==2.13-1
bipartite==2.15						      |	BioStatR==3.1.2
  						      >	biotools==4.1
  						      >	bipartite==2.16
bit==1.1-15.2						      |	biscale==0.2.0
bit64==0.9-7						      |	bit==4.0.4
bitops==1.0-6						      |	bit64==4.0.5
  						      >	bitops==1.0-7
  						      >	bivariate==0.7.0
  						      >	biwavelet==0.20.19
blockmodels==1.1.1					      |	blockmodels==1.1.4
BLR==1.6						      |	BMA==3.18.14
BMA==3.18.12						      <
bnclassify==0.4.5					      |	bnlearn==4.6.1
bnlearn==4.5						      |	bnstruct==1.0.10
bookdown==0.18						      |	bookdown==0.22
Boom==0.9.5						      |	Boom==0.9.7
BoomSpikeSlab==1.2.2					      |	BoomSpikeSlab==1.2.4
bootnet==1.3						      |	bootImpute==1.2.0
Boruta==6.0.0						      |	bootnet==1.4.3
  						      >	Boruta==7.0.0
breakDown==0.2.0					      |	brant==0.3-0
  						      >	breakDown==0.2.1
brglm==0.6.2						      |	brglm==0.7.2
bridgesampling==1.0-0					      |	bridgesampling==1.1-2
brio==1.1.1						      |	brio==1.1.2
brms==2.12.0						      |	brms==2.15.0
broom.mixed==0.2.5					      |	broomExtra==4.2.3
  						      >	broom.helpers==1.3.0
  						      >	broom.mixed==0.2.6
bst==0.3-17						      |	bslib==0.2.5
bsts==0.9.2						      |	bst==0.3-23
BTYD==2.4						      |	bsts==0.9.6
BTYDplus==1.0.1						      |	BTYD==2.4.2
BVAR==0.2.2						      |	BTYDplus==1.2.0
C50==0.1.3						      |	bupaR==0.4.4
  						      >	butcher==0.1.4
  						      >	BWStest==0.2.2
  						      >	C50==0.1.4
Cairo==1.5-12						      |	cachem==1.0.5
  						      >	Cairo==1.5-12.2
candisc==0.8-3						      |	candisc==0.8-5
car==3.0-7						      |	car==3.0-10
carData==3.0-3						      |	carData==3.0-4
caret==6.0-86						      |	caret==6.0-88
cartography==2.4.1					      |	cartogram==0.2.2
caschrono==2.1						      |	cartography==3.0.0
CAST==0.4.0						      <
caTools==1.18.0						      |	caTools==1.18.2
CausalImpact==1.2.4					      |	causaleffect==1.3.12
causalweight==0.1.3					      |	CausalImpact==1.2.6
  						      >	causalweight==1.0.1
cbsodataR==0.4.1					      |	cbsodataR==0.5.1
CCA==1.2						      |	CCA==1.2.1
cdata==1.1.6						      |	cdata==1.1.9
CDM==7.5-15						      <
cellWise==2.1.1						      |	cffdrs==1.8.18
censusapi==0.6.0					      |	ChainLadder==0.2.12
CGPfunctions==0.6.0					      <
  						      >	ChannelAttribution==2.0.4
choroplethr==3.6.3					      |	chemometrics==1.4.2
  						      >	cherryblossom==0.1.0
  						      >	choroplethr==3.7.0
  						      >	choroplethrAdmin1==1.1.1
chron==2.3-55						      |	chron==2.3-56
circlize==0.4.8						      |	circlize==0.4.12
clarkeTest==0.1.0					      |	circular==0.4-93
cld2==1.2						      |	cld2==1.2.1
cli==2.4.0						      |	cleangeo==0.2-4
clifro==3.2-2						      |	cleanNLP==3.0.3
  						      >	cli==2.5.0
  						      >	clifro==3.2-3
clue==0.3-57						      |	clock==0.3.0
  						      >	clue==0.3-59
clusterGeneration==1.3.4				      |	clusterGeneration==1.3.7
ClusterR==1.2.1						      |	ClusterR==1.2.4
clustertend==1.4					      |	clusterSim==0.49-2
clustMixType==0.2-5					      |	clustertend==1.5
  						      >	clusteval==0.1
  						      >	ClustGeo==2.0
  						      >	clustMixType==0.2-11
clv==0.3-2.2						      |	clustvarsel==2.3.4
clValid==0.6-6						      |	clValid==0.7
cmprsk==2.2-9						      |	cmprsk==2.2-10
  						      >	cobs==1.3-4
coda==0.19-3						      |	coda==0.19-4
coin==1.3-1						      |	coefplot==1.2.7
colorspace==2.0-0					      |	coin==1.4-1
colourpicker==1.0					      |	colorRamps==2.3
colourvalues==0.3.4					      |	colorspace==2.0-1
  						      >	colourpicker==1.1.0
compareDF==2.0.2					      |	compareGroups==4.5.1
compareGroups==4.4.1					      |	Compind==2.2
compositions==1.40-5					      |	compositions==2.0-1
  						      >	CompQuadForm==1.4.3
  						      >	conditionz==0.1.0
  						      >	conf.design==2.0.0
  						      >	conquer==1.0.2
copent==0.1						      |	coop==0.6-2
CORElearn==1.54.2					      |	copula==1.0-1
  						      >	CORElearn==1.56.0
  						      >	coronavirus==0.3.21
corpus==0.10.1						      |	corpus==0.10.2
correlationfunnel==0.1.0				      |	correlation==0.6.1
corrgram==1.13						      |	correlationfunnel==0.2.0
corrplot==0.84						      |	corrgram==1.14
corrr==0.4.2						      |	corrplot==0.88
  						      >	corrr==0.4.3
countrycode==1.1.2					      |	countrycode==1.2.0
  						      >	covidcast==0.4.2
cowplot==1.0.0						      |	cowplot==1.1.1
  						      >	cplm==0.7-9
cppRouting==2.0						      <
  						      >	credentials==1.3.0
  						      >	creditmodel==1.3.0
crul==0.9.0						      |	crul==1.1.0
cubature==2.0.4						      |	cubature==2.0.4.2
Cubist==0.2.3						      |	cubelyr==1.0.1
curl==4.3						      |	Cubist==0.2.40
  						      >	curl==4.3.1
  						      >	curry==0.1.1
cvms==1.0.1						      |	cvms==1.2.1
  						      >	CVST==0.2-2
cwhmisc==6.6						      |	CVXR==1.0-9
d3r==0.8.7						      |	d3r==0.9.1
d3Tree==0.2.0						      |	d3Tree==0.2.2
DALEX==1.2.0						      |	dagitty==0.3-1
DALEXtra==0.2.1						      |	DALEX==2.2.0
DAMisc==1.5.4						      <
DataExplorer==0.8.1					      |	DataExplorer==0.8.2
  						      >	dataMaid==1.4.0
  						      >	datamods==1.1.4
  						      >	dataPreparation==1.0.1
data.tree==0.7.11					      |	data.tree==1.0.0
  						      >	datetime==0.1.4
  						      >	datos==0.3.0
dbplyr==1.4.3						      |	dbplyr==2.1.1
dbscan==1.1-5						      |	dbscan==1.1-8
dcurver==0.9.1						      |	dcurver==0.9.2
deaR==1.2.1						      |	deaR==1.2.3
decido==0.2.0						      |	decido==0.3.0
deepdive==1.0.1						      |	Deducer==0.7-9
  						      >	deducorrect==1.3.7
  						      >	deepdive==1.0.2
deflateBR==1.1.2					      |	deldir==0.2-10
Delaporte==7.0.2					      |	demography==1.22
deldir==0.1-25						      |	dendextend==1.15.1
dendextend==1.13.4					      <
denstrip==1.5.4						      |	DEoptim==2.2-6
DEoptim==2.2-5						      <
depmixS4==1.4-2						      |	depmixS4==1.5-0
Deriv==4.0						      |	depth==2.1-1.1
  						      >	DepthProc==2.1.3
  						      >	Deriv==4.1.3
descr==1.1.4						      |	descr==1.1.5
DescTools==0.99.34					      |	DescTools==0.99.41
devtools==2.3.0						      |	devtools==2.4.1
dHSIC==2.1						      |	dfidx==0.0-4
diagram==1.6.4						      |	dfoptim==2020.10-1
  						      >	dgof==1.2
  						      >	diagram==1.6.5
  						      >	DiagrammeRsvg==0.1
DiceDesign==1.8-1					      |	DiceDesign==1.9
DiceKriging==1.5.6					      |	DiceKriging==1.6.0
dimensionsR==0.0.1					      |	dimensionsR==0.0.2
diptest==0.75-7						      |	dimRed==0.2.3
directlabels==2020.1.31					      |	diptest==0.76-0
  						      >	directlabels==2021.1.13
discrim==0.0.2						      |	discrim==0.1.1
dismo==1.1-4						      |	discSurv==1...
Read more

v36 - CPU

20 Apr 22:57
ee58c9c
Compare
Choose a tag to compare

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

gcr.io/kaggle-images/rstats:v36

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	abtest==0.2.1
  						      >	ahpsurvey==0.4.1
ald==1.2						      <
  						      >	alr4==1.0.6
  						      >	AMCP==1.0.0
AmesHousing==0.0.3					      <
  						      >	arabicStemR==1.2
  						      >	assertive==0.3-5
  						      >	assertive.base==0.0-7
  						      >	assertive.code==0.0-3
  						      >	assertive.data==0.0-3
  						      >	assertive.data.uk==0.0-2
  						      >	assertive.data.us==0.0-2
  						      >	assertive.datetimes==0.0-2
  						      >	assertive.files==0.0-2
  						      >	assertive.matrices==0.0-2
  						      >	assertive.models==0.0-2
  						      >	assertive.numbers==0.0-2
  						      >	assertive.properties==0.0-4
  						      >	assertive.reflection==0.0-4
  						      >	assertive.sets==0.0-3
  						      >	assertive.strings==0.0-3
  						      >	assertive.types==0.0-3
  						      >	attempt==0.3.0
automap==1.0-14						      <
bartCause==1.0-2					      <
bazar==1.0.11						      |	bayfoxr==0.0.1
  						      >	bfast==1.5.7
  						      >	bibliometrix==3.0.0
  						      >	bigsplines==1.1-1
binst==0.2.1						      <
bio3d==2.4-1						      <
  						      >	birk==2.1.2
blockcluster==4.4.3					      <
  						      >	BLR==1.6
  						      >	bnclassify==0.4.5
BNN==1.0.2						      <
BoolNet==2.1.5						      <
  						      >	BradleyTerry2==1.1-2
  						      >	brglm==0.6.2
broom==0.7.5						      |	broom==0.7.6
  						      >	broom.mixed==0.2.5
  						      >	BTYD==2.4
  						      >	BTYDplus==1.0.1
  						      >	BVAR==0.2.2
callr==3.6.0						      |	callr==3.7.0
cartogram==0.2.0					      <
  						      >	causalweight==0.1.3
  						      >	cbsodataR==0.4.1
  						      >	cdparcoord==1.0.1
  						      >	censusapi==0.6.0
ChainLadder==0.2.11					      <
circular==0.4-93					      <
  						      >	cld2==1.2
cleanNLP==3.0.2						      |	cli==2.4.0
cli==2.3.1						      <
coefplot==1.2.6						      <
colordistance==1.1.0					      <
config==0.3						      |	config==0.3.1
contextual==0.9.8.3					      <
  						      >	copent==0.1
countcolors==0.9.1					      <
COVID19==1.0.0						      <
covTestR==0.1.4						      <
cplm==0.7-8						      |	cpp11==0.2.7
cpp11==0.2.6						      |	cppRouting==2.0
  						      >	crsmeta==0.3.0
  						      >	cvequality==0.2.0
CVST==0.2-2						      <
datapasta==3.1.0					      <
dataPreparation==0.4.3					      <
  						      >	data.tree==0.7.11
dbarts==0.9-17						      <
  						      >	DCCA==0.1.1
  						      >	decido==0.2.0
  						      >	deepdive==1.0.1
  						      >	deepnet==0.2
deltaPlotR==1.6						      <
  						      >	denstrip==1.5.4
dequer==2.0-1						      <
Devore7==0.7.6						      <
dfexplore==0.2.1					      <
difR==5.0						      <
dimRed==0.2.3						      |	dimensionsR==0.0.1
  						      >	discretization==1.0-1
  						      >	DiscriMiner==0.1-29
  						      >	dm==0.1.1
do==1.2.0.0						      <
DRR==0.0.4						      |	drat==0.1.5
  						      >	drc==3.0-1
  						      >	dtree==0.4.2
  						      >	dynpanel==0.1.0
easyr==0.3-1						      <
  						      >	ebirdst==0.2.1
  						      >	echarts4r==0.2.3
  						      >	eegkitdata==1.0
  						      >	EFS==1.0.3
  						      >	embed==0.0.6
  						      >	EMCluster==0.2-12
emdist==0.3-1						      <
EMMIXmfa==2.0.11					      <
  						      >	enrichR==2.1
  						      >	EnsCat==1.1
exactextractr==0.2.1					      |	evd==2.3-3
  						      >	evir==1.7-4
  						      >	evtree==1.0-8
explor==0.3.5						      <
  						      >	fairness==1.0.1
  						      >	fds==1.8
  						      >	fdth==1.2-5
  						      >	ff==2.2-14.2
  						      >	ffbase==0.12.8
  						      >	filehash==2.4-2
flexsurv==1.1.1						      <
formatR==1.8						      |	formatR==1.9
  						      >	fossil==0.4.0
  						      >	fpp2==2.3
  						      >	frbs==3.2-0
FreqProf==0.0.1						      |	freqparcoord==1.0.1
fst==0.9.2						      |	fueleconomy==1.0.0
functional==0.6						      <
fuzzywuzzyR==1.0.3					      <
gamm4==0.2-6						      <
GDAdata==0.93						      <
  						      >	GDAtools==1.4
geojson==0.3.2						      <
ggmcmc==1.4.1						      <
ggnewscale==0.4.1					      <
  						      >	ggplotgui==1.0.0
ggRandomForests==2.0.1					      <
ggseas==0.5.4						      <
  						      >	gibble==0.3.0
  						      >	gistr==0.5.0
glmtree==0.1						      <
  						      >	Gmedian==1.2.5
  						      >	goft==1.3.4
  						      >	googleLanguageR==0.3.0
  						      >	googleway==2.7.1
  						      >	greta==0.3.1
gridtext==0.1.1						      <
groupdata2==1.2.0					      <
  						      >	gtsummary==1.3.0
gym==0.1.0						      |	GWmodel==2.1-3
healthcareai==2.4.0					      |	hdrcde==3.3
highr==0.8						      |	highr==0.9
HMM==1.0						      <
Hmsc==3.0-6						      <
  						      >	HRW==1.0-3
hydroGOF==0.4-0						      <
hydroTSM==0.6-0						      <
icenReg==2.0.13						      <
  						      >	Imap==1.32
  						      >	iml==0.10.0
  						      >	import==1.1.0
  						      >	inferr==0.3.0
iq==1.3							      |	ipw==1.0-11
  						      >	iRegression==1.2.1
  						      >	isotree==0.1.8
  						      >	ISwR==2.0-8
Jmisc==0.3.1						      <
kdensity==1.0.1						      <
kimisc==0.4						      <
knitr==1.31						      |	knitr==1.32
  						      >	KRLS==1.0-0
  						      >	KTensorGraphs==0.2
  						      >	L0Learn==1.2.0
  						      >	LARF==1.4
lawstat==3.3						      <
LexisPlotR==0.4.0					      <
liger==1.0						      <
  						      >	lmom==2.8
lomb==1.2						      <
LowRankQP==1.0.4					      <
lsmeans==2.30-0						      <
LTRCtrees==1.1.0					      <
  						      >	lvplot==0.2.0
makedummies==1.2.1					      <
  						      >	matahari==0.1.3
matchingR==1.3.0					      <
MBCluster.Seq==1.0					      |	MBA==0.0-9
MCMCglmm==2.29						      <
  						      >	mcmcplots==0.4.3
MDPtoolbox==4.0.3					      |	mdpeer==1.0.1
measurements==1.4.0					      <
metafolio==0.1.0					      <
microsynth==2.0.13					      <
  						      >	miscset==1.1.0
mistr==0.0.3						      |	missSBM==0.2.1
mldr==0.4.3						      <
MLEcens==0.1-4						      <
  						      >	mltest==1.0.1
modEvA==2.0						      <
mondate==0.10.01.02					      |	monmlp==1.1.5
mongolite==2.2.0					      |	monomvn==1.9-13
movMF==0.2-4						      <
mpmi==0.43						      <
  						      >	msaenet==3.1
mstate==0.2.12						      <
muhaz==1.2.6.1						      <
multilinguer==0.0.4					      <
mvnTest==1.1-0						      <
  						      >	mvShapiroTest==1.0
  						      >	NCmisc==1.1.6
  						      >	ncvreg==3.11.2
neonUtilities==1.3.3					      |	NetSwan==0.1
nomogramFormula==1.2.0.0				      |	nodeHarvest==0.7-3
NonCompart==0.4.5					      |	nomclust==2.1.4
  						      >	np==0.60-10
OECD==0.2.4						      |	odbc==1.2.2
onewaytests==2.4					      <
optCluster==1.3.0					      <
  						      >	ordinalNet==2.7
PakPC2017==1.0.0					      <
panelaggregation==0.1.1					      |	panelvar==0.5.2
ParallelLogger==1.2.0					      <
  						      >	partDSA==0.9.14
  						      >	partools==1.1.6
pbs==1.1						      <
pdfCluster==1.0-3					      |	PCICt==0.5-4.1
  						      >	performanceEstimation==1.1.0
pillar==1.5.1						      |	pillar==1.6.0
pins==0.4.0						      <
pkgbuild==1.2.0						      |	pkgbuild==1.0.6
pkgload==1.2.0						      |	pkgfilecache==0.1.2
  						      >	pkgload==1.2.1
  						      >	plsRglm==1.2.5
  						      >	poibin==1.5
POT==1.1-7						      <
  						      >	poweRlaw==0.70.5
  						      >	praznik==8.0.0
  						      >	precrec==0.11
PReMiuM==3.2.3						      |	PresenceAbsence==1.1.9
PreProcess==3.1.7					      <
processx==3.5.0						      |	processx==3.5.1
profileR==0.3-5						      |	profileModel==0.6.0
  						      >	proftools==0.99-2
  						      >	psy==1.1
  						      >	psycho==0.5.0
  						      >	pubmedR==0.0.2
  						      >	qualtRics==3.1.2
  						      >	quantregForest==1.3-7
  						      >	R2HTML==2.3.2
  						      >	ragg==0.1.5
  						      >	rainbow==3.6
rAmCharts==2.1.13					      <
RandPro==0.2.0						      |	randomGLM==1.02-1
  						      >	randomNames==1.4-0.0
RankAggreg==0.6.5					      <
rappdirs==0.3.1						      |	rappdirs==0.3.3
rbin==0.1.2						      |	rbokeh==0.5.0
  						      >	Rcereal==1.2.1
RcppArmadillo==0.10.2.2.0				      |	RcppArmadillo==0.10.4.0.0
RcppParallel==5.0.3					      |	RcppParallel==5.1.2
RCSF==1.0.2						      <
rdbnomics==0.6.1					      <
R.devices==2.16.1					      <
  						      >	rdrop2==0.8.1
recipes==0.1.15						      |	recipes==0.1.16
  						      >	RecordLinkage==0.4-12
refund==0.1-21						      |	regclass==1.6
ReinforcementLearning==1.0.5				      |	regtools==1.1.0
  						      >	relaxo==0.1-2
  						      >	rentrez==1.2.2
reticulate==1.15					      |	reticulate==1.18
revgeo==0.15						      <
Rfacebook==0.6.15					      <
  						      >	rgdax==1.0.0
rgeolocate==1.2.0					      <
RItools==0.1-17						      |	riskR==1.1
RLRsim==3.1-6						      |	Rlof==1.1.1
  						      >	RMariaDB==1.0.8
  						      >	rmcorr==0.3.0
  						      >	rngWELL==0.10-6
  						      >	robcor==0.1-6
roxygen2==7.1.0						      |	roxygen2==7.1.1
  						      >	rpartScore==1.0-1
rpnf==1.0.5						      <
RPostgres==1.2.0					      <
rsdmx==0.5-14						      |	rscopus==0.6.6
rtkore==1.5.5						      <
sampler==0.2.4						      <
  						      >	SAVER==1.1.2
scatterD3==0.9.1					      |	scattermore==0.6
  						      >	SciViews==0.9-13.1
  						      >	sensemakr==0.1.2
  						      >	sgd==1.1.1
  						      >	sgof==2.3.2
  						      >	shapefiles==0.7
  						      >	shapper==0.1.2
  						      >	sidrar==0.2.5
  						      >	silicate==0.4.0
  						      >	simts==0.1.1
sos==2.0-0						      <
speedglm==0.3-2						      <
splitTools==0.2.1					      |	spls==2.2-3
splm==1.4-11						      <
spsh==1.1.0						      <
  						      >	srvyr==0.3.8
  						      >	SSN==1.1.15
  						      >	STAT==0.1.0
  						      >	statsr==0.1-0
  						      >	stratifyR==1.0-2
superheat==0.1.0					      <
SuppDists==1.1-9.5					      <
  						      >	survivalROC==1.0.3
survRM2==1.0-2						      <
tables==0.8.8						      |	tabl...
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v36 - GPU

20 Apr 22:57
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gcr.io/kaggle-private-byod/rstats:v36

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	abtest==0.2.1
  						      >	ahpsurvey==0.4.1
ald==1.2						      <
  						      >	alr4==1.0.6
  						      >	AMCP==1.0.0
AmesHousing==0.0.3					      <
  						      >	arabicStemR==1.2
  						      >	assertive==0.3-5
  						      >	assertive.base==0.0-7
  						      >	assertive.code==0.0-3
  						      >	assertive.data==0.0-3
  						      >	assertive.data.uk==0.0-2
  						      >	assertive.data.us==0.0-2
  						      >	assertive.datetimes==0.0-2
  						      >	assertive.files==0.0-2
  						      >	assertive.matrices==0.0-2
  						      >	assertive.models==0.0-2
  						      >	assertive.numbers==0.0-2
  						      >	assertive.properties==0.0-4
  						      >	assertive.reflection==0.0-4
  						      >	assertive.sets==0.0-3
  						      >	assertive.strings==0.0-3
  						      >	assertive.types==0.0-3
  						      >	attempt==0.3.0
automap==1.0-14						      <
bartCause==1.0-2					      <
bazar==1.0.11						      |	bayfoxr==0.0.1
  						      >	bfast==1.5.7
  						      >	bibliometrix==3.0.0
  						      >	bigsplines==1.1-1
binst==0.2.1						      <
bio3d==2.4-1						      <
  						      >	birk==2.1.2
blockcluster==4.4.3					      <
  						      >	BLR==1.6
  						      >	bnclassify==0.4.5
BNN==1.0.2						      <
BoolNet==2.1.5						      <
  						      >	BradleyTerry2==1.1-2
  						      >	brglm==0.6.2
broom==0.7.5						      |	broom==0.7.6
  						      >	broom.mixed==0.2.5
  						      >	BTYD==2.4
  						      >	BTYDplus==1.0.1
  						      >	BVAR==0.2.2
callr==3.6.0						      |	callr==3.7.0
cartogram==0.2.0					      <
  						      >	causalweight==0.1.3
  						      >	cbsodataR==0.4.1
  						      >	cdparcoord==1.0.1
  						      >	censusapi==0.6.0
ChainLadder==0.2.11					      <
circular==0.4-93					      <
  						      >	cld2==1.2
cleanNLP==3.0.2						      |	cli==2.4.0
cli==2.3.1						      <
coefplot==1.2.6						      <
colordistance==1.1.0					      <
config==0.3						      |	config==0.3.1
contextual==0.9.8.3					      <
  						      >	copent==0.1
countcolors==0.9.1					      <
COVID19==1.0.0						      <
covTestR==0.1.4						      <
cplm==0.7-8						      |	cpp11==0.2.7
cpp11==0.2.6						      |	cppRouting==2.0
  						      >	crsmeta==0.3.0
  						      >	cvequality==0.2.0
CVST==0.2-2						      <
datapasta==3.1.0					      <
dataPreparation==0.4.3					      <
  						      >	data.tree==0.7.11
dbarts==0.9-17						      <
  						      >	DCCA==0.1.1
  						      >	decido==0.2.0
  						      >	deepdive==1.0.1
  						      >	deepnet==0.2
deltaPlotR==1.6						      <
  						      >	denstrip==1.5.4
dequer==2.0-1						      <
Devore7==0.7.6						      <
dfexplore==0.2.1					      <
difR==5.0						      <
dimRed==0.2.3						      |	dimensionsR==0.0.1
  						      >	discretization==1.0-1
  						      >	DiscriMiner==0.1-29
  						      >	dm==0.1.1
do==1.2.0.0						      <
DRR==0.0.4						      |	drat==0.1.5
  						      >	drc==3.0-1
  						      >	dtree==0.4.2
  						      >	dynpanel==0.1.0
easyr==0.3-1						      <
  						      >	ebirdst==0.2.1
  						      >	echarts4r==0.2.3
  						      >	eegkitdata==1.0
  						      >	EFS==1.0.3
  						      >	embed==0.0.6
  						      >	EMCluster==0.2-12
emdist==0.3-1						      <
EMMIXmfa==2.0.11					      <
  						      >	enrichR==2.1
  						      >	EnsCat==1.1
exactextractr==0.2.1					      |	evd==2.3-3
  						      >	evir==1.7-4
  						      >	evtree==1.0-8
explor==0.3.5						      <
  						      >	fairness==1.0.1
  						      >	fds==1.8
  						      >	fdth==1.2-5
  						      >	ff==2.2-14.2
  						      >	ffbase==0.12.8
  						      >	filehash==2.4-2
flexsurv==1.1.1						      <
formatR==1.8						      |	formatR==1.9
  						      >	fossil==0.4.0
  						      >	fpp2==2.3
  						      >	frbs==3.2-0
FreqProf==0.0.1						      |	freqparcoord==1.0.1
fst==0.9.2						      |	fueleconomy==1.0.0
functional==0.6						      <
fuzzywuzzyR==1.0.3					      <
gamm4==0.2-6						      <
GDAdata==0.93						      <
  						      >	GDAtools==1.4
geojson==0.3.2						      <
ggmcmc==1.4.1						      <
ggnewscale==0.4.1					      <
  						      >	ggplotgui==1.0.0
ggRandomForests==2.0.1					      <
ggseas==0.5.4						      <
  						      >	gibble==0.3.0
  						      >	gistr==0.5.0
glmtree==0.1						      <
  						      >	Gmedian==1.2.5
  						      >	goft==1.3.4
  						      >	googleLanguageR==0.3.0
  						      >	googleway==2.7.1
  						      >	greta==0.3.1
gridtext==0.1.1						      <
groupdata2==1.2.0					      <
  						      >	gtsummary==1.3.0
gym==0.1.0						      |	GWmodel==2.1-3
healthcareai==2.4.0					      |	hdrcde==3.3
highr==0.8						      |	highr==0.9
HMM==1.0						      <
Hmsc==3.0-6						      <
  						      >	HRW==1.0-3
hydroGOF==0.4-0						      <
hydroTSM==0.6-0						      <
icenReg==2.0.13						      <
  						      >	Imap==1.32
  						      >	iml==0.10.0
  						      >	import==1.1.0
  						      >	inferr==0.3.0
iq==1.3							      |	ipw==1.0-11
  						      >	iRegression==1.2.1
  						      >	isotree==0.1.8
  						      >	ISwR==2.0-8
Jmisc==0.3.1						      <
kdensity==1.0.1						      <
kimisc==0.4						      <
knitr==1.31						      |	knitr==1.32
  						      >	KRLS==1.0-0
  						      >	KTensorGraphs==0.2
  						      >	L0Learn==1.2.0
  						      >	LARF==1.4
lawstat==3.3						      <
LexisPlotR==0.4.0					      <
liger==1.0						      <
  						      >	lmom==2.8
lomb==1.2						      <
LowRankQP==1.0.4					      <
lsmeans==2.30-0						      <
LTRCtrees==1.1.0					      <
  						      >	lvplot==0.2.0
makedummies==1.2.1					      <
  						      >	matahari==0.1.3
matchingR==1.3.0					      <
MBCluster.Seq==1.0					      |	MBA==0.0-9
MCMCglmm==2.29						      <
  						      >	mcmcplots==0.4.3
MDPtoolbox==4.0.3					      |	mdpeer==1.0.1
measurements==1.4.0					      <
metafolio==0.1.0					      <
microsynth==2.0.13					      <
  						      >	miscset==1.1.0
mistr==0.0.3						      |	missSBM==0.2.1
mldr==0.4.3						      <
MLEcens==0.1-4						      <
  						      >	mltest==1.0.1
modEvA==2.0						      <
mondate==0.10.01.02					      |	monmlp==1.1.5
mongolite==2.2.0					      |	monomvn==1.9-13
movMF==0.2-4						      <
mpmi==0.43						      <
  						      >	msaenet==3.1
mstate==0.2.12						      <
muhaz==1.2.6.1						      <
multilinguer==0.0.4					      <
mvnTest==1.1-0						      <
  						      >	mvShapiroTest==1.0
  						      >	NCmisc==1.1.6
  						      >	ncvreg==3.11.2
neonUtilities==1.3.3					      |	NetSwan==0.1
nomogramFormula==1.2.0.0				      |	nodeHarvest==0.7-3
NonCompart==0.4.5					      |	nomclust==2.1.4
  						      >	np==0.60-10
OECD==0.2.4						      |	odbc==1.2.2
onewaytests==2.4					      <
optCluster==1.3.0					      <
  						      >	ordinalNet==2.7
PakPC2017==1.0.0					      <
panelaggregation==0.1.1					      |	panelvar==0.5.2
ParallelLogger==1.2.0					      <
  						      >	partDSA==0.9.14
  						      >	partools==1.1.6
pbs==1.1						      <
pdfCluster==1.0-3					      |	PCICt==0.5-4.1
  						      >	performanceEstimation==1.1.0
pillar==1.5.1						      |	pillar==1.6.0
pins==0.4.0						      <
pkgbuild==1.2.0						      |	pkgbuild==1.0.6
pkgload==1.2.0						      |	pkgfilecache==0.1.2
  						      >	pkgload==1.2.1
  						      >	plsRglm==1.2.5
  						      >	poibin==1.5
POT==1.1-7						      <
  						      >	poweRlaw==0.70.5
  						      >	praznik==8.0.0
  						      >	precrec==0.11
PReMiuM==3.2.3						      |	PresenceAbsence==1.1.9
PreProcess==3.1.7					      <
processx==3.5.0						      |	processx==3.5.1
profileR==0.3-5						      |	profileModel==0.6.0
  						      >	proftools==0.99-2
  						      >	psy==1.1
  						      >	psycho==0.5.0
  						      >	pubmedR==0.0.2
  						      >	qualtRics==3.1.2
  						      >	quantregForest==1.3-7
  						      >	R2HTML==2.3.2
  						      >	ragg==0.1.5
  						      >	rainbow==3.6
rAmCharts==2.1.13					      <
RandPro==0.2.0						      |	randomGLM==1.02-1
  						      >	randomNames==1.4-0.0
RankAggreg==0.6.5					      <
rappdirs==0.3.1						      |	rappdirs==0.3.3
rbin==0.1.2						      |	rbokeh==0.5.0
  						      >	Rcereal==1.2.1
RcppArmadillo==0.10.2.2.0				      |	RcppArmadillo==0.10.4.0.0
RcppParallel==5.0.3					      |	RcppParallel==5.1.2
RCSF==1.0.2						      <
rdbnomics==0.6.1					      <
R.devices==2.16.1					      <
  						      >	rdrop2==0.8.1
recipes==0.1.15						      |	recipes==0.1.16
  						      >	RecordLinkage==0.4-12
refund==0.1-21						      |	regclass==1.6
ReinforcementLearning==1.0.5				      |	regtools==1.1.0
  						      >	relaxo==0.1-2
  						      >	rentrez==1.2.2
reticulate==1.15					      |	reticulate==1.18
revgeo==0.15						      <
Rfacebook==0.6.15					      <
  						      >	rgdax==1.0.0
rgeolocate==1.2.0					      <
RItools==0.1-17						      |	riskR==1.1
RLRsim==3.1-6						      |	Rlof==1.1.1
  						      >	RMariaDB==1.0.8
  						      >	rmcorr==0.3.0
  						      >	rngWELL==0.10-6
  						      >	robcor==0.1-6
roxygen2==7.1.0						      |	roxygen2==7.1.1
  						      >	rpartScore==1.0-1
rpnf==1.0.5						      <
RPostgres==1.2.0					      <
rsdmx==0.5-14						      |	rscopus==0.6.6
rtkore==1.5.5						      <
sampler==0.2.4						      <
  						      >	SAVER==1.1.2
scatterD3==0.9.1					      |	scattermore==0.6
  						      >	SciViews==0.9-13.1
  						      >	sensemakr==0.1.2
  						      >	sgd==1.1.1
  						      >	sgof==2.3.2
  						      >	shapefiles==0.7
  						      >	shapper==0.1.2
  						      >	sidrar==0.2.5
  						      >	silicate==0.4.0
  						      >	simts==0.1.1
sos==2.0-0						      <
speedglm==0.3-2						      <
splitTools==0.2.1					      |	spls==2.2-3
splm==1.4-11						      <
spsh==1.1.0						      <
  						      >	srvyr==0.3.8
  						      >	SSN==1.1.15
  						      >	STAT==0.1.0
  						      >	statsr==0.1-0
  						      >	stratifyR==1.0-2
superheat==0.1.0					      <
SuppDists==1.1-9.5					      <
  						      >	survivalROC==1.0.3
survRM2==1.0-2						      <
tables==0.8.8						      ...
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v35 - CPU

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

gcr.io/kaggle-images/rstats:v35

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