v50 - GPU
·
13 commits
to main
since this release
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v50
== Comparing Rscript /tools/r_list_versions.R | sort ==
abd==0.2-8 <
> academictwitteR==0.3.1
> adagio==0.8.5
> adegenet==2.1.8
admisc==0.29 | admisc==0.30
AFR==0.1.0 | AFR==0.2.1
agridat==1.21 | ahptopsis2n==0.2.0
AICcmodavg==2.3-1 <
> alabama==2022.4-1
> alr4==1.0.6
> ALSM==0.2.0
> amap==0.8-18
anndata==0.7.5.4 | anndata==0.7.5.5
> archive==1.1.5
arrow==9.0.0 | arrow==9.0.0.2
asymmetry==2.0.4 <
autocogs==0.1.4 <
> autoFRK==1.4.3
aweek==1.0.2 | aweek==1.0.3
Barnard==1.8 <
barplot3d==1.0.1 <
baseballr==1.3.0 <
> BasketballAnalyzeR==0.5.0
BayesFM==0.1.5 <
bayesGARCH==2.1.10 <
BayesLogit==2.1 <
bayestestR==0.12.1 | bayesrules==0.0.2
> bayestestR==0.13.0
> BayesTree==0.3-1.4
BBmisc==1.12 | BBmisc==1.13
> bdscale==2.0.0
> beanplot==1.3.1
bib2df==1.1.1 | BiasedUrn==1.07
bibtex==0.4.2.3 | bibtex==0.5.0
> biclustermd==0.2.3
> bioacoustics==0.2.8
Biodem==0.5 <
> bios2mds==1.2.3
> bipartite==2.17
bnlearn==4.7.1 | bnlearn==4.8.1
> Boruta==7.0.0
> bpca==1.3-4
brew==1.0-7 | brew==1.0-8
brms==2.17.0 | brms==2.18.0
> brnn==0.9.2
> broman==0.80
broom.helpers==1.8.0 | broom.helpers==1.9.0
brulee==0.1.0 | brulee==0.2.0
> bst==0.3-23
bupaR==0.5.0 | bubblyr==0.1.2
CADFtest==0.3-3 <
cAIC4==1.0 <
captioner==2.2.3 <
carat==2.0.2 <
cat==0.0-7 <
catdata==1.2.2 <
causaldata==0.1.3 <
> cba==0.2-21
cdparcoord==1.0.1 <
cem==1.1.31 <
changepoint==2.2.3 <
choroplethr==3.7.0 | chilemapas==0.3.0
choroplethrAdmin1==1.1.1 | choroplethr==3.7.1
chron==2.3-57 | chromote==0.1.1
chunked==0.6.0 | chron==2.3-58
classInt==0.4-7 | classInt==0.4-8
cli==3.4.0 | cli==3.4.1
clustMixType==0.2-15 <
> cmm==0.12
cobalt==4.4.0 <
cointReg==0.2.0 | collapse==1.8.9
collapse==1.8.8 <
> colorBlindness==0.1.9
> colourvalues==0.3.7
commonmark==1.8.0 | commonmark==1.8.1
compositions==2.0-4 <
confintr==0.1.2 | confintr==0.2.0
> conText==1.1.0
> contrast==0.24.2
> coop==0.6-3
correlation==0.8.2 | corpus==0.10.2
> correlation==0.8.3
coxed==0.3.3 | cpp11==0.4.3
cpp11==0.4.2 | crayon==1.5.2
crayon==1.5.1 <
> creditmodel==1.3.1
> cropcircles==0.1.0
> crosstable==0.5.0
curl==4.3.2 | curl==4.3.3
cvAUC==1.1.4 <
cvTools==0.3.2 <
> d3r==1.0.0
> dagitty==0.3-1
dapr==0.0.3 <
> datapasta==3.1.0
dataRetrieval==2.7.11 <
data.table==1.14.2 | datasauRus==0.1.6
> datasetsICR==1.0
> data.table==1.14.4
datawizard==0.5.1 | datawizard==0.6.2
dbarts==0.9-22 <
deepdive==1.0.4 | deaR==1.3
deflateBR==1.1.2 | debugme==1.1.0
DEoptim==2.2-6 | dendroextras==0.2.3
dgof==1.4 <
> DiceKriging==1.6.0
Dict==0.1.0 | didrooRFM==1.0.0
DIMORA==0.3.0 | DIMORA==0.3.1
dismo==1.3-8 | dismo==1.3-9
> distributions3==0.2.1
> dlm==1.1-5
> doBy==4.6.13
dotCall64==1.0-1 | dotCall64==1.0-2
drc==3.0-1 <
dtw==1.22-3 | dtw==1.23-1
dtwclust==5.5.10 | dtwclust==5.5.11
duckdb==0.5.0 | duckdb==0.5.1
dummy==0.1.3 <
easyr==0.5-9 <
ecm==6.3.0 <
edgar==2.0.5 <
eeptools==1.2.4 | eechidna==1.4.1
effectsize==0.7.0.5 | effectsize==0.8.0
> elevatr==0.4.2
elo==3.0.1 <
embed==1.0.0 <
EnsCat==1.1 | ensembleR==0.1.0
Epi==2.47 <
> epiR==2.0.52
> epitools==0.5-10.1
> ergm==4.2.3
etm==1.1.1 <
evaluate==0.16 | eva==0.2.6
> evaluate==0.17
eventdataR==0.3.1 <
exact2x2==1.6.6 | Exact==3.2
Exact==3.1 | exactextractr==0.9.0
exactci==1.4-2 <
ExPanDaR==0.5.3 | ExpAnalysis3d==0.1.1
expss==0.11.1 <
> ez==4.4-0
> FAdist==2.4
fanplot==4.0.0 <
faraway==1.0.8 <
farff==1.1.1 <
> fastcluster==1.2.3
fastmatrix==0.4-124 | fastmatrix==0.4-1245
> fedmatch==2.0.5
> fExtremes==4021.83
FFTrees==1.7.0 | FFTrees==1.7.5
fGarch==4021.87 | fGarch==4021.88
filelock==1.0.2 | filehashSQLite==0.2-6
> filematrix==1.3
FinCal==0.6.3 | finetune==1.0.1
finetune==1.0.0 <
fitzRoy==1.1.0 <
fivethirtyeight==0.6.2 <
flashClust==1.01-2 <
flextable==0.8.0 | flextable==0.8.2
forecast==8.17.0 | forecast==8.18
forestplot==2.0.1 <
fredr==2.1.0 <
freqparcoord==1.0.1 <
FRK==2.0.6 <
FSAdata==0.3.9 <
FuzzyR==2.3.2 <
> gee==4.13-24
geofacet==0.2.0 | genridge==0.6.7
> GenSA==1.1.7
> geodist==0.0.7
> geohashTools==0.3.1
> geojson==0.3.4
> geojsonio==0.10.0
> geojsonlint==0.4.0
geoR==1.9-2 <
gert==1.8.0 | geostan==0.4.0
> gert==1.9.1
ggcorrplot==0.1.3 | ggcorrplot==0.1.4
> ggdag==0.2.6
ggforce==0.3.4 | ggforce==0.4.1
ggfx==1.0.1 <
gghighlight==0.3.3 | gghighlight==0.4.0
gglasso==1.5 <
ggnewscale==0.4.7 | ggnetwork==0.5.10
> ggnewscale==0.4.8
> ggparty==1.0.0
ggplotgui==1.0.0 <
ggpmisc==0.5.0 | ggpmisc==0.5.1
ggpp==0.4.4 | ggpp==0.4.5
ggraph==2.0.6 | ggraph==2.1.0
ggridges==0.5.3 | ggridges==0.5.4
ggsignif==0.6.3 | ggsignif==0.6.4
ggsn==0.5.0 <
ggstatsplot==0.9.4 | ggstatsplot==0.9.5
ggtern==3.3.5 | ggstream==0.1.0
ggtext==0.1.1 | ggtext==0.1.2
> ggvoronoi==0.8.5
> githubinstall==0.2.2
glmmTMB==1.1.4 | glmm==1.4.4
> glmmML==1.1.3
> Gmedian==1.2.7
> gmm==1.7
GoFKernel==2.1-1 <
> googleAnalyticsR==1.1.0
> googleAuthR==2.0.0
googlePolylines==0.8.2 <
graphlayouts==0.8.1 | graphlayouts==0.8.2
greybox==1.0.5 | greybox==1.0.6
> grf==2.2.0
gridtext==0.1.4 | gridtext==0.1.5
> grImport==0.9-5
> grImport2==0.2-0
grr==0.9.5 <
gtExtras==0.4.2 <
gtsummary==1.6.1 | gtsummary==1.6.2
gutenbergr==0.2.1 <
h2o==3.36.1.2 | gWidgets2==1.0-9
> h2o==3.38.0.1
HDCI==1.0-2 | hdf5r==1.3.7
hdf5r==1.3.5 <
heatmaply==1.3.0 | heatmaply==1.4.0
heplots==1.3-9 | heplots==1.4-1
hflights==0.1 <
highfrequency==0.9.5 <
> HMM==1.0.1
> hnp==1.2-6
httr2==0.2.1 | httr2==0.2.2
humaniformat==0.6.0 <
hutils==1.8.1 | hydroGOF==0.4-0
> iCellR==1.6.5
igraph==1.3.4 | igraph==1.3.5
imguR==1.0.3 <
> import==1.3.0
insight==0.18.2 | insight==0.18.5
> interactionTest==1.2
> interplot==0.2.3
ipw==1.0-11 <
irlba==2.3.5 | irlba==2.3.5.1
isoband==0.2.5 | isoband==0.2.6
ISOcodes==2022.01.10 | ISOcodes==2022.09.29
jmvcore==2.3.12 | jomo==2.7-4
jomo==2.7-3 <
> jqr==1.2.3
jsonlite==1.8.0 | jsonlite==1.8.2
> jsonvalidate==1.3.2
> kerasR==0.8.1
> keyATM==0.4.1
> kgrams==0.1.2
> kinship2==1.9.6
labelled==2.9.1 | labelled==2.10.0
LaF==0.8.4 <
LambertW==0.6.7 | LambertW==0.6.7-1
languageserver==0.3.13 | languageserver==0.3.14
latexpdf==0.1.7 <
> LatticeKrig==8.4
lavaanPlot==0.6.2 <
> leafgl==0.1.1
leafpop==0.1.0 | leafsync==0.1.0
> leaftime==0.2.0
lexRankr==0.5.2 <
librarian==1.8.1 | lidR==4.0.1
lifecycle==1.0.2 | lifecycle==1.0.3
lift==0.0.2 <
> lindia==0.9
> Lock5Data==3.0.0
> logistf==1.24.1
> logspline==2.1.17
> lomb==2.1.0
lpSolve==5.6.16 | LowRankQP==1.0.5
> lpSolve==5.6.17
ltmle==1.2-0 <
lvplot==0.2.0 | lwgeom==0.2-9
lwgeom==0.2-8 <
malariaAtlas==1.0.1 <
manipulate==1.0.1 <
mapmisc==1.8.0 <
mapview==2.11.0 <
MatchIt==4.4.0 <
matlab==1.0.4 <
matrixcalc==1.0-5 | matrixcalc==1.0-6
> matrixNormal==0.1.1
Matrix.utils==0.9.8 <
> mclustcomp==0.3.3
MCMCglmm==2.34 <
> MCMCvis==0.15.5
> Mcomp==2.8
> measurementProtocol==0.1.0
mediation==4.5.0 <
memisc==0.99.30.7 | memisc==0.99.31.3
meta==5.5-0 | MESS==0.5.9
> meta==6.0-0
metaviz==0.3.1 <
> metR==0.13.0
mets==1.3.0 | mets==1.3.1
MGMM==1.0.0 <
miceadds==3.14-3 <
midasr==0.8 <
misaem==1.0.1 | mipfp==3.2.1
miscset==1.1.0 <
missMethods==0.3.0 | missMethods==0.4.0
mistr==0.0.5 | missRanger==2.1.3
mixsqp==0.3-43 <
MLDataR==0.1.3 | MLDataR==1.0.1
mlr==2.19.0 | mlr==2.19.1
mlr3misc==0.10.0 | mlr3misc==0.11.0
mlr3pipelines==0.4.1 | mlr3pipelines==0.4.2
mnormt==2.1.0 | mnormt==2.1.1
mongolite==2.6.2 | monitoR==1.0.7
> monobin==0.2.4
mosaic==1.8.4 | mosaic==1.8.4.2
mosaicCalc==0.5.1 | mosaicCalc==0.6.0
mosaicCore==0.9.2 | mosaicCore==0.9.2.1
MPV==1.58 | mscstexta4r==0.1.2
multidplyr==0.1.1.9000 | multidplyr==0.1.2.9000
> multilevelmod==1.0.0
multiwayvcov==1.2.3 <
mvnfast==0.2.7 <
> mvProbit==0.1-10
> NatureSounds==1.0.4
ncdump==0.0.3 <
> nCov2019==0.4.5
network==1.17.2 | network==1.18.0
neurobase==1.32.2 | neurobase==1.32.3
nFactors==2.4.1 | nFactors==2.4.1.1
nflreadr==1.3.0 | nflreadr==1.3.1
> NGLVieweR==1.3.1
> ngram==3.2.1
> NHANES==2.1.0
> nipals==0.8
> nlstools==2.0-0
nomclust==2.5.0 <
normalr==1.0.0 <
np==0.60-14 | np==0.60-15
nullabor==0.3.9 <
> onehot==0.1.1
openair==2.10-0 | openair==2.11
OpenImageR==1.2.5 | OpenImageR==1.2.6
openssl==2.0.3 | openssl==2.0.4
> opera==1.2.0
> operators==0.1-8
optmatch==0.10.5 <
> ordinalNet==2.12
> orthopolynom==1.0-6.1
oz==1.0-21 <
ozmaps==0.4.5 <
padr==0.6.0 | padr==0.6.1
pagedown==0.18 | pagedown==0.19
> PairedData==1.1.1
parameters==0.18.2 | parameters==0.19.0
parsedate==1.3.0 | ParBayesianOptimization==1.2.4
parsnip==1.0.1 | parsnip==1.0.2
partools==1.1.6 | party==1.3-11
party==1.3-10 <
PBSddesolve==1.12.6 | PBSmapping==2.73.2
pdfetch==0.2.7 | pdftools==3.3.2
pdftools==3.3.0 <
pdist==1.2.1 <
> PDtoolkit==0.4.0
penalized==0.9-52 | pedometrics==0.12.1
performance==0.9.2 | performance==0.10.0
PermAlgo==1.2 <
petrinetR==0.2.1 | pgdraw==1.1
> phyclust==0.1-30
pins==1.0.2 <
pivottabler==1.5.3 | pivottabler==1.5.4
PlayerRatings==1.1-0 <
PNADcIBGE==0.7.0 <
> poibin==1.5
> poissonreg==1.0.1
polite==0.1.2 <
polyreg==0.8.0 <
PortfolioAnalytics==1.1.0 <
> pps==1.0
pracma==2.3.8 | pracma==2.4.2
prcr==0.2.1 <
PReMiuM==3.2.7 | PReMiuM==3.2.8
priceR==0.1.64 | priceR==0.1.67
profvis==0.3.7 <
progenyClust==1.2 <
ProjectTemplate==0.10.2 <
projmgr==0.1.0 <
> propagate==1.0-6
proxyC==0.3.2 <
psych==2.2.5 | psych==2.2.9
psychTools==2.2.5 | psychTools==2.2.9
> ptw==1.9-16
purrr==0.3.4 | purrr==0.3.5
> pvclust==2.2-0
pxweb==0.16.1 | pwt8==8.1-1
qpdf==1.2.0 | qpdf==1.3.0
> QRM==0.4-31
qtlmt==0.1-6 <
queryparser==0.3.1 <
> queueing==0.2.12
ragg==1.2.2 | rafalib==1.0.0
> ragg==1.2.3
> rAmCharts==2.1.15
> random==0.2.6
> randomForestExplainer==0.10.1
randtests==1.0.1 | randomGLM==1.10-1
raster==3.5-29 | raster==3.6-3
ratelimitr==0.4.1 <
> rbcb==0.1.10
> rchess==0.1
RcppArmadillo==0.11.2.4.0 | RcppArmadillo==0.11.4.0.1
> RcppDE==0.1.6
RCurl==1.98-1.8 | Rcrawler==0.1.9-1
> RCurl==1.98-1.9
> rdrop2==0.8.2.1
readr==2.1.2 | readr==2.1.3
rebmix==2.14.2 <
recipes==1.0.1 | recipes==1.0.2
RecordLinkage==0.4-12.3 <
RefManageR==1.3.0 | RefManageR==1.4.0
regtools==1.7.0 <
report==0.5.5 <
rfUtilities==2.1-5 <
rgl==0.109.6 | rgl==0.110.2
> RGraphics==3.0-2
riskR==1.1 | riskRegression==2022.09.23
riskRegression==2022.03.22 | risksetROC==1.0.4.1
rje==1.11.0 <
rlang==1.0.5 | Rlab==4.0
rlemon==0.2.0 | rlang==1.0.6
> rlas==1.6.0
> rle==0.9.2
RLRsim==3.1-8 | rmapshaper==0.4.6
rmarkdown==2.16 | rmarkdown==2.17
rnaturalearth==0.1.0 <
> rnrfa==2.1.0
robustlmm==3.0-2 | robustlmm==3.0-4
Robyn==3.7.2 <
ROI==1.0-0 <
roperators==1.2.0 <
rPref==1.3 <
RRF==1.9.4 <
Rserve==1.8-10 <
> rslp==0.2.0
rsq==2.5 | Rspotify==0.1.2
RSQLite==2.2.17 | RSQLite==2.2.18
Rssa==1.0.5 <
> RStoolbox==0.3.0
Rttf2pt1==1.3.10 | Rttf2pt1==1.3.11
> rwa==0.0.3
> rworldmap==1.3-6
> Ryacas==1.1.3.1
> s20x==3.1-31
sampleSelection==1.2-12 <
> samplingbook==1.2.4
> samplingVarEst==1.4
> sankeywheel==0.1.0
> sasLM==0.9.2
satellite==1.0.4 <
score==1.0.2 | sctransform==0.3.5
scoringRules==1.0.1 | searchConsoleR==0.4.0
sctransform==0.3.4 | SearchTrees==0.5.5
sda==1.3.8 <
seagull==1.1.0 <
SearchTrees==0.5.3 <
see==0.7.2 | see==0.7.3
seededlda==0.8.1 <
SemiPar==1.0-4.2 <
semPower==1.2.0 <
semTools==0.5-6 <
settings==0.2.7 | Seurat==4.2.0
Seurat==4.1.1 | SeuratObject==4.1.2
SeuratObject==4.1.1 <
SGL==1.3 <
shinyWidgets==0.7.3 | shinyWidgets==0.7.4
> showimage==1.0.0
sigmajs==0.1.5 | sidrar==0.2.9
> sigmoid==1.4.0
> signs==0.1.2
simpleboot==1.1-7 <
simputation==0.2.8 <
simr==1.0.6 <
solitude==1.1.3 <
> sos==2.1-4
sparcl==1.0.4 <
sparseinv==0.1.3 <
sparsepca==0.1.2 <
sparseSVM==1.1-6 <
spdep==1.2-5 | spdep==1.2-7
spFSR==1.0.0 <
splancs==2.01-43 <
spNNGP==1.0.0 <
> spotidy==0.1.0
ssanv==1.1 <
SSN==1.1.15 <
SSNbayes==0.0.1 <
> Stat2Data==2.0.0
statgenGWAS==1.0.8 | statebins==1.4.0
> statgenGWAS==1.0.9
> StatMatch==1.4.1
statsExpressions==1.3.3 | statsExpressions==1.3.4
StMoMo==0.4.1 <
> sugrrants==0.2.8
suncalc==0.5.0 | sunburstR==2.1.6
> suncalc==0.5.1
SuperLearner==2.0-28 | SuppDists==1.1-9.7
superml==0.5.5 <
> survivalROC==1.0.3
susieR==0.12.27 <
svd==0.5.2 <
svgtools==1.1.0 <
svMisc==1.2.3 <
> synthpop==1.8-0
systemfit==1.1-28 <
> table1==1.4.2
targets==0.13.1 | targets==0.13.5
> teamcolors==0.0.4
Ternary==2.1.0 <
testthat==3.1.4 | testthat==3.1.5
text==0.9.90 | text==0.9.99.2
textfeatures==0.3.3 <
textrecipes==1.0.0 | textrecipes==1.0.1
> textreuse==0.1.5
tfhub==0.8.1 <
tfse==0.5.0 <
tidycensus==1.2.2 | tidycensus==1.2.3
> tidyft==0.4.5
> tidyposterior==1.0.0
tidyquery==0.2.3 <
tidyselect==1.1.2 | tidyselect==1.2.0
tidytable==0.8.1 | tidytable==0.9.0
tigerstats==0.3.2 <
timeDate==4021.104 | timeDate==4021.106
timeSeries==4021.104 | timeSeries==4021.105
tinytex==0.41 | tinytex==0.42
> tmap==3.3-3
TMB==1.9.1 <
tokenizers==0.2.1 | tmvtnorm==1.5
> tokenizers==0.2.3
torchdatasets==0.1.0 <
TOSTER==0.4.1 <
transformr==0.1.4 <
treeClust==1.1-7 <
trekcolors==0.1.3 <
trekfont==0.9.5 <
trelliscopejs==0.2.6 <
> trust==0.1-8
tseries==0.10-51 | tseries==0.10-52
tsfeatures==1.0.2 | tsfeatures==1.1
tsibble==1.1.2 | tsibble==1.1.3
> TSLSTM==0.1.0
tsoutliers==0.6-8 <
tune==1.0.0 | tune==1.0.1
twang==2.5 <
txtplot==1.0-4 <
ucminf==1.1-4 | ucminf==1.1-4.1
Unicode==14.0.0-1 | Unicode==15.0.0-1
unikn==0.5.0 <
unmarked==1.2.5 <
validate==1.1.1 <
VarSelLCM==2.1.3.1 <
VCA==1.4.5 <
vctrs==0.4.1 | vctrs==0.4.2
vec2dtransf==1.1.2 | vegan==2.6-4
vegan==2.6-2 | vembedr==0.1.5
visNetwork==2.1.0 | visNetwork==2.1.2
visreg==2.7.0 | vroom==1.6.0
vroom==1.5.7 <
> warbleR==1.1.27
wbstats==1.0.4 | wavelets==0.3-0.2
WDI==2.7.7 | waveslim==1.8.4
> WDI==2.7.8
webchem==1.1.3 | webdriver==1.0.6
webshot==0.5.3 | webshot==0.5.4
> webshot2==0.1.0
WeightIt==0.13.1 <
> widgetframe==0.3.1
> WikipediR==1.5.0
wk==0.6.0 | wk==0.7.0
woeBinning==0.1.6 <
workflows==1.0.0 | workflows==1.1.0
> worldfootballR==0.6.1
XML==3.99-0.10 | XML==3.99-0.11
xts==0.12.1 | xts==0.12.2
zoo==1.8-10 | zoo==1.8-11
zoom==2.0.6 <
== Comparing pip freeze ==
certifi==2022.6.15.2 | certifi==2022.9.24
executing==1.0.0 | executing==1.1.1
fastjsonschema==2.16.1 | fastjsonschema==2.16.2
importlib-metadata==4.12.0 | importlib-metadata==5.0.0
importlib-resources==5.9.0 | importlib-resources==5.10.0
ipykernel==6.15.3 | ipykernel==6.16.0
jupyter-server==1.18.1 | jupyter-server==1.21.0
jupyter_client==7.3.5 | jupyter_client==7.4.2
jupyterlab==3.4.7 | jupyterlab==3.4.8
jupyterlab_server==2.15.1 | jupyterlab_server==2.16.0
lxml==4.9.1 <
nbclassic==0.4.3 | nbclassic==0.4.5
nbclient==0.6.8 | nbclient==0.7.0
nbconvert==7.0.0 | nbconvert==7.2.1
nbformat==5.5.0 | nbformat==5.7.0
nest-asyncio==1.5.5 | nest-asyncio==1.5.6
notebook==6.4.12 | notebook==6.5.1
prometheus-client==0.14.1 | prometheus-client==0.15.0
pytz==2022.2.1 | pytz==2022.4
pyzmq==23.2.1 | pyzmq==24.0.1
QtPy==2.2.0 | QtPy==2.2.1
stack-data==0.5.0 | stack-data==0.5.1
tenacity==8.0.1 | tenacity==8.1.0
terminado==0.15.0 | terminado==0.16.0
zipp==3.8.1 | zipp==3.9.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
cuda-toolkit-11-config-common==11.7.99-1 | cuda-toolkit-11-config-common==11.8.89-1
cuda-toolkit-config-common==11.7.99-1 | cuda-toolkit-config-common==11.8.89-1
ghostscript==9.50~dfsg-5ubuntu4.5 | ghostscript==9.50~dfsg-5ubuntu4.6
libgs9:amd64==9.50~dfsg-5ubuntu4.5 | libgs9:amd64==9.50~dfsg-5ubuntu4.6
libgs9-common==9.50~dfsg-5ubuntu4.5 | libgs9-common==9.50~dfsg-5ubuntu4.6
libnss-systemd:amd64==245.4-4ubuntu3.17 | libnss-systemd:amd64==245.4-4ubuntu3.18
libpam-systemd:amd64==245.4-4ubuntu3.17 | libpam-systemd:amd64==245.4-4ubuntu3.18
libsystemd0:amd64==245.4-4ubuntu3.17 | libsystemd0:amd64==245.4-4ubuntu3.18
libtiff-dev:amd64==4.1.0+git191117-2ubuntu0.20.04.4 | libtiff-dev:amd64==4.1.0+git191117-2ubuntu0.20.04.5
libtiff5:amd64==4.1.0+git191117-2ubuntu0.20.04.4 | libtiff5:amd64==4.1.0+git191117-2ubuntu0.20.04.5
libtiff5-dev==4.1.0+git191117-2ubuntu0.20.04.4 | libtiff5-dev==4.1.0+git191117-2ubuntu0.20.04.5
libtiffxx5:amd64==4.1.0+git191117-2ubuntu0.20.04.4 | libtiffxx5:amd64==4.1.0+git191117-2ubuntu0.20.04.5
libwayland-client0:amd64==1.18.0-1 | libwayland-client0:amd64==1.18.0-1ubuntu0.1
libwayland-cursor0:amd64==1.18.0-1 | libwayland-cursor0:amd64==1.18.0-1ubuntu0.1
libwayland-egl1:amd64==1.18.0-1 | libwayland-egl1:amd64==1.18.0-1ubuntu0.1
libwayland-server0:amd64==1.18.0-1 | libwayland-server0:amd64==1.18.0-1ubuntu0.1
systemd==245.4-4ubuntu3.17 | systemd==245.4-4ubuntu3.18
systemd-sysv==245.4-4ubuntu3.17 | systemd-sysv==245.4-4ubuntu3.18
systemd-timesyncd==245.4-4ubuntu3.17 | systemd-timesyncd==245.4-4ubuntu3.18