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v42 - GPU

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@kaggleteam kaggleteam released this 11 Oct 22:18
· 39 commits to main since this release
47bd08e

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

gcr.io/kaggle-private-byod/rstats:v42

== Comparing Rscript /tools/r_list_versions.R | sort ==
  						      >	adegraphics==1.0-15
anchors==3.0-8						      <
  						      >	apcluster==1.4.8
apollo==0.2.4						      <
  						      >	aprean3==1.0.1
  						      >	arfima==1.7-0
  						      >	ARTool==0.11.0
arulesSequences==0.2-25					      <
ascii==2.4						      <
audio==0.1-7						      <
avocado==0.1.0						      <
beepr==1.3						      <
Bergm==5.0.2						      |	benchmarkme==1.0.7
  						      >	benchmarkmeData==1.0.4
  						      >	Bessel==0.6-0
binaryLogic==0.3.9					      <
Biodem==0.5						      <
biwavelet==0.20.19					      <
  						      >	BlakerCI==1.0-6
BLPestimatoR==0.3.2					      <
BradleyTerry2==1.1-2					      |	brant==0.3-0
brglm==0.7.2						      <
brnn==0.8						      <
calibrate==1.7.7					      <
  						      >	cat==0.0-6.5
  						      >	ChannelAttribution==2.0.4
  						      >	choroplethrAdmin1==1.1.1
cleaner==1.5.1						      <
cleangeo==0.2-4						      <
  						      >	climate==1.0.1
clusterSim==0.49-2					      <
cmna==1.0.3						      <
collections==0.3.5					      <
concaveman==1.1.0					      |	conditionz==0.1.0
contextual==0.9.8.4					      <
  						      >	coop==0.6-2
  						      >	COUNT==1.3.4
cpp11==0.3.1						      |	cpp11==0.4.0
  						      >	crawl==2.2.1
  						      >	crossval==1.0.3
  						      >	DALEXtra==2.1.1
  						      >	DandEFA==1.6
datapasta==3.1.0					      <
data.table==1.14.0					      |	data.table==1.14.2
datos==0.3.0						      <
  						      >	decido==0.3.0
deepNN==1.0						      <
  						      >	denpro==0.9.2
desc==1.3.0						      |	desc==1.4.0
Dict==0.1.0						      |	diffobj==0.3.5
didrooRFM==1.0.0					      |	digest==0.6.28
diffobj==0.3.4						      <
digest==0.6.27						      <
distributions3==0.1.1					      <
  						      >	dLagM==1.1.4
  						      >	dlstats==0.1.4
dominanceanalysis==2.0.0				      <
dynamac==0.1.11						      |	dyn==0.2-9.6
easypackages==0.1.0					      <
  						      >	eechidna==1.4.1
EIAdata==0.1.1						      <
  						      >	elevatr==0.3.4
EMSC==0.9.2						      <
  						      >	ETLUtils==1.5
evir==1.7-4						      <
ExcelFunctionsR==0.1.4					      <
  						      >	ExtDist==0.6-4
fairmodels==1.0.1					      |	FAdist==2.3
fairness==1.2.2						      <
  						      >	fastrmodels==1.0.2
  						      >	FD==1.0-12
  						      >	filehash==2.4-2
  						      >	filesstrings==3.2.2
FinancialInstrument==1.3.1				      <
flsa==1.5.2						      <
fmtr==1.5.0						      <
  						      >	fRegression==3042.82
fueleconomy==1.0.0					      <
  						      >	funHDDC==2.3.1
  						      >	FuzzyLP==0.1-6
  						      >	FuzzyNumbers==0.4-6
  						      >	gdalUtils==2.0.3.2
GDAtools==1.6						      |	gdistance==1.3-6
  						      >	genlasso==1.5
  						      >	geojsonlint==0.4.0
  						      >	geozoo==0.5.1
ggfx==1.0.0						      <
ggh4x==0.1.2.1						      <
gginference==0.1.3					      <
  						      >	ggiraphExtra==0.3.0
  						      >	ggmcmc==1.5.1.1
ggQC==0.0.31						      <
  						      >	GLDEX==2.0.0.7
googleway==2.7.3					      <
  						      >	gtrendsR==1.4.8
GWmodel==2.2-5						      <
  						      >	handyplots==1.1.3
hdf5r==1.3.3						      <
HMM==1.0						      <
hms==1.1.0						      |	hms==1.1.1
hnp==1.2-6						      <
  						      >	HRW==1.0-4
  						      >	HSAUR2==1.1-18
  						      >	hydroPSO==0.5-1
Imap==1.32						      <
influenceR==0.1.0					      |	influenceR==0.1.0.1
insol==1.2.2						      <
inTrees==1.2						      <
iterpc==0.4.2						      <
  						      >	ivreg==0.5-0
  						      >	jcolors==0.0.4
  						      >	jdx==0.1.4
  						      >	jmuOutlier==2.2
  						      >	jsonvalidate==1.1.0
knitr==1.34						      |	knitr==1.36
  						      >	lbfgs==1.2.1
leaflet==2.0.3.9000					      |	leaflet==2.0.4.9000
libr==1.1.3						      <
lifecycle==1.0.0					      |	lifecycle==1.0.1
  						      >	LINselect==1.1.3
  						      >	lmSupport==2.9.13
logr==1.2.3						      <
maboost==1.0-0						      <
MachineShop==2.8.0					      <
  						      >	matrixTests==0.1.9
mccr==0.4.4						      <
mdatools==0.11.5					      <
metaviz==0.3.1						      |	metaSEM==1.2.5
  						      >	mets==1.2.8.1
mime==0.11						      |	mime==0.12
  						      >	MKdescr==0.6
  						      >	MKinfer==0.6
  						      >	MKpower==0.5
mltest==1.0.1						      <
  						      >	ModStatR==1.3.1
  						      >	momentuHMM==1.5.2
  						      >	msme==0.5.3
  						      >	MVA==1.0-7
  						      >	MVar==2.1.4
mvQuad==1.0-6						      <
  						      >	nabor==0.5.0
nasaweather==0.1					      |	nat==1.8.16
  						      >	nat.utils==0.5.1
  						      >	nflfastR==4.1.0
  						      >	NHANES==2.1.0
nullabor==0.3.9						      <
  						      >	ompr==0.8.1
OpenMPController==0.2-5					      <
opera==1.1						      <
optimParallel==1.0-2					      <
optmatch==0.9-13					      |	ORCI==1.1
ordinal==2019.12-10					      <
  						      >	osrm==3.4.1
  						      >	params==0.7.3
  						      >	paran==1.5.2
pbs==1.1						      |	pca3d==0.10.2
penalizedLDA==1.1					      <
  						      >	phangorn==2.7.0
philentropy==0.5.0					      <
phonics==1.3.9						      <
  						      >	phytools==0.7-70
pillar==1.6.2						      |	pillar==1.6.3
  						      >	popsom==5.1
powerbydesign==1.0.5					      <
  						      >	pre==1.0.0
priceR==0.1.5						      <
primes==1.1.0						      <
profileModel==0.6.1					      <
  						      >	propagate==1.0-6
  						      >	PropCIs==0.3-0
  						      >	Publish==2020.12.23
  						      >	qpcR==1.4-1
qqman==0.1.8						      |	qqplotr==0.0.5
qtl2==0.24						      <
qtlbook==0.18-8						      <
  						      >	quantable==0.3.6
  						      >	queueing==0.2.12
  						      >	R0==1.2-6
R2HTML==2.3.2						      <
  						      >	r3PG==0.1.3
  						      >	r5r==0.4.0
randtests==1.0						      <
randtoolbox==1.30.1					      <
  						      >	rayrender==0.21.2
RcppArmadillo==0.10.6.0.0				      |	RcppArmadillo==0.10.7.0.0
  						      >	RcppTOML==0.1.7
R.devices==2.17.0					      <
RDSTK==1.1						      <
readr==2.0.1						      |	readr==2.0.2
refund==0.1-23						      <
  						      >	regpro==0.1.1
reliaR==0.01						      <
reporter==1.1.2						      <
  						      >	reutils==0.2.3
  						      >	rgbif==3.5.2
  						      >	rgee==1.0.9
rgeos==0.5-7						      |	rgeos==0.5-8
ridge==2.9						      |	RIA==1.5.0
RItools==0.1-17						      |	riskRegression==2020.12.08
Rlab==2.15.1						      <
RLRsim==3.1-6						      |	rmapshaper==0.4.4
  						      >	rmgarch==1.3-7
rngWELL==0.10-6						      <
  						      >	ROI.plugin.glpk==1.0-0
roperators==1.1.0					      <
  						      >	rpostgis==1.4.3
  						      >	rPref==1.3
  						      >	rqPen==2.2.2
RSGHB==1.2.2						      <
rtrim==2.1.1						      <
Rttf2pt1==1.3.9						      |	Rttf2pt1==1.3.8
rword2vec==1.1						      |	rWind==1.1.5
s2==1.0.6						      |	s2==1.0.7
  						      >	safetyData==1.0.0
  						      >	sas7bdat==0.5
sassy==1.0.4						      <
  						      >	seastests==0.14.2
  						      >	see==0.6.3
SNscan==1.0						      <
socialmixr==0.1.8					      <
  						      >	spacefillr==0.2.0
  						      >	sparkline==2.0
spatialreg==1.1-8					      |	spatialEco==1.3-7
spgwr==0.6-34						      <
  						      >	spinifex==0.2.8
  						      >	sportyR==1.0.1
  						      >	SSN==1.1.15
  						      >	standardize==0.2.2
StepReg==1.4.2						      <
stringi==1.7.4						      |	stringi==1.7.5
survivalmodels==0.1.8					      <
  						      >	swephR==0.3.0
sylcount==0.2-2						      <
table1==1.4						      <
tableHTML==2.1.0					      <
tabulizer==0.2.2					      <
tabulizerjars==1.0.1					      <
testthat==3.0.4						      |	testit==0.13
  						      >	testthat==3.1.0
tibble==3.1.4						      |	tibble==3.1.5
tidyr==1.1.3						      |	tidyr==1.1.4
tidytext==0.3.1						      |	tidytext==0.3.2
timevis==1.0.0						      |	tinytex==0.34
TimeWarp==1.0.15					      <
tinytex==0.33						      <
  						      >	tourr==0.6.0
trekcolors==0.1.2					      <
trekfont==0.9.4						      <
TSrepr==1.1.0						      <
  						      >	tuber==0.9.9
  						      >	varhandle==2.0.5
visNetwork==2.0.9					      |	visNetwork==2.1.0
  						      >	visTree==0.8.1
vote==2.2-0						      <
walker==1.0.2						      <
  						      >	waveslim==1.8.2
  						      >	wavethresh==4.6.8
wdm==0.2.2						      <
  						      >	wellknown==0.7.2
  						      >	WikipediR==1.5.0
word2vec==0.3.3						      <
wpp2015==1.1-2						      <
== Comparing pip freeze ==
debugpy==1.4.3						      |	debugpy==1.5.0
ipython==7.27.0						      |	ipython==7.28.0
Jinja2==3.0.1						      |	Jinja2==3.0.2
jsonschema==3.2.0					      |	jsonschema==4.0.1
jupyter-client==7.0.3					      |	jupyter-client==7.0.6
nbconvert==6.1.0					      |	nbconvert==6.2.0
platformdirs==2.3.0					      |	platformdirs==2.4.0
QtPy==1.11.1						      |	QtPy==1.11.2
regex==2021.8.28					      |	regex==2021.9.30
tqdm==4.62.2						      |	tqdm==4.62.3
urllib3==1.26.6						      |	urllib3==1.26.7
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libegl-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.1		      |	libegl-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.2
libgbm1:amd64==21.0.3-0ubuntu0.3~20.04.1		      |	libgbm1:amd64==21.0.3-0ubuntu0.3~20.04.2
libgl1-mesa-dev:amd64==21.0.3-0ubuntu0.3~20.04.1	      |	libgl1-mesa-dev:amd64==21.0.3-0ubuntu0.3~20.04.2
libgl1-mesa-dri:amd64==21.0.3-0ubuntu0.3~20.04.1	      |	libgl1-mesa-dri:amd64==21.0.3-0ubuntu0.3~20.04.2
libglapi-mesa:amd64==21.0.3-0ubuntu0.3~20.04.1		      |	libglapi-mesa:amd64==21.0.3-0ubuntu0.3~20.04.2
libglx-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.1		      |	libglx-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.2
libpython3.8:amd64==3.8.10-0ubuntu1~20.04		      |	libpython3.8:amd64==3.8.10-0ubuntu1~20.04.1
libpython3.8-dev:amd64==3.8.10-0ubuntu1~20.04		      |	libpython3.8-dev:amd64==3.8.10-0ubuntu1~20.04.1
libpython3.8-minimal:amd64==3.8.10-0ubuntu1~20.04	      |	libpython3.8-minimal:amd64==3.8.10-0ubuntu1~20.04.1
libpython3.8-stdlib:amd64==3.8.10-0ubuntu1~20.04	      |	libpython3.8-stdlib:amd64==3.8.10-0ubuntu1~20.04.1
libtiff-dev:amd64==4.1.0+git191117-2ubuntu0.20.04.1	      |	libtiff-dev:amd64==4.1.0+git191117-2ubuntu0.20.04.2
libtiff5:amd64==4.1.0+git191117-2ubuntu0.20.04.1	      |	libtiff5:amd64==4.1.0+git191117-2ubuntu0.20.04.2
libtiff5-dev==4.1.0+git191117-2ubuntu0.20.04.1		      |	libtiff5-dev==4.1.0+git191117-2ubuntu0.20.04.2
libtiffxx5:amd64==4.1.0+git191117-2ubuntu0.20.04.1	      |	libtiffxx5:amd64==4.1.0+git191117-2ubuntu0.20.04.2
libxnvctrl0:amd64==470.57.01-0ubuntu0.20.04.1		      |	libxnvctrl0:amd64==470.57.01-0ubuntu0.20.04.2
mesa-va-drivers:amd64==21.0.3-0ubuntu0.3~20.04.1	      |	mesa-va-drivers:amd64==21.0.3-0ubuntu0.3~20.04.2
mesa-vdpau-drivers:amd64==21.0.3-0ubuntu0.3~20.04.1	      |	mesa-vdpau-drivers:amd64==21.0.3-0ubuntu0.3~20.04.2
python3.8==3.8.10-0ubuntu1~20.04			      |	python3.8==3.8.10-0ubuntu1~20.04.1
python3.8-dev==3.8.10-0ubuntu1~20.04			      |	python3.8-dev==3.8.10-0ubuntu1~20.04.1
python3.8-minimal==3.8.10-0ubuntu1~20.04		      |	python3.8-minimal==3.8.10-0ubuntu1~20.04.1