v28 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/rstats:v28
== Comparing Rscript /tools/r_list_versions.R | sort ==
> actuar==3.0-0
ade4==1.7-15 <
AER==1.2-9 <
afex==0.27-2 <
akmeans==1.1 | akima==0.6-2.1
alr4==1.0.6 | amap==0.8-18
anytime==0.3.8 | anytime==0.3.9
ape==5.4 | ape==5.4-1
> aricode==1.0.0
> arrayhelpers==1.1-0
> ash==1.0-15
assertr==2.7 <
attempt==0.3.1 | AUC==0.3.0
backports==1.1.8 | backports==1.1.9
BallMapper==0.2.0 <
bannerCommenter==0.1.1 <
BatchGetSymbols==2.5.7 <
bbmle==1.0.23.1 | BDgraph==2.63
BDgraph==2.62 <
> biglm==0.9-2
bigparallelr==0.2.3 | bigparallelr==0.2.5
bit64==4.0.2 | bit64==4.0.5
> blme==1.0-4
> bookdown==0.20
BradleyTerry2==1.1-2 <
brglm==0.6.2 <
> brms==2.13.5
broomExtra==4.0.4 <
BTM==0.3.1 | BTYD==2.4
BWStest==0.2.2 <
ca==0.71.1 <
car==3.0-8 | car==3.0-9
CARBayesdata==2.1 | CARBayesdata==2.2
CCA==1.2 | cclust==0.6-21
cdata==1.1.6 | cdata==1.1.8
> ChainLadder==0.2.11
choroplethr==3.6.4 | choroplethr==3.7.0
chron==2.3-55 | chron==2.3-56
> clusternor==0.0-4
> coarseDataTools==0.6-5
> cobs==1.3-4
colordistance==1.1.0 <
compareGroups==4.4.3 <
conquer==1.0.1 | conflicted==1.0.4
> conquer==1.0.2
correlation==0.3.0 <
countcolors==0.9.1 <
cpp11==0.1.0 | cplm==0.7-8
> cpp11==0.2.1
crul==1.0.0 | csv==0.5.9
> DALEX==2.0
DataCombine==0.2.21 <
dendextend==1.13.4 | demography==1.22
DEoptim==2.2-5 | dendextend==1.14.0
Deriv==4.0 | Deriv==4.0.1
> dfidx==0.0-3
dLagM==1.1.4 <
doBy==4.6.7 <
> doFuture==0.9.0
dplyr==1.0.1 | dplyr==1.0.2
drc==3.0-1 <
> dtree==0.4.2
> easyalluvial==0.2.3
effects==4.1-4 | ecodist==2.0.7
> ecp==3.1.2
> effects==4.2-0
elo==2.1.1 | emmeans==1.5.0
emdist==0.3-1 <
emmeans==1.4.8 <
epitools==0.5-10.1 | EpiEstim==2.2-3
estimatr==0.22.0 <
> evtree==1.0-8
> expint==0.1-6
fabletools==0.2.0 | fabletools==0.2.1
faraway==1.0.7 <
fastGHQuad==1.0 <
fastICA==1.2-2 <
fasttime==1.0-2 <
fdakma==1.2.1 <
feasts==0.1.4 | feasts==0.1.5
fGarch==3042.83.2 | fields==11.4
fields==10.3 <
fitzRoy==0.3.2 <
fivethirtyeight==0.6.1 <
FME==1.3.6.1 <
ForeCA==0.2.7 <
forecastHybrid==5.0.18 | ForecastComb==1.3.1
> forecastHybrid==5.0.19
formula.tools==1.7.1 <
fst==0.9.2 | fst==0.9.4
functional==0.6 | ftsa==5.8
> fUnitRoots==3042.79
gameofthrones==1.0.2 <
> geigen==2.3
> geometry==0.4.5
ggalluvial==0.12.0 | ggalluvial==0.12.2
> ggalt==0.4.0
ggdendro==0.1-20 | ggdendro==0.1.21
> ggdist==2.2.0
gghalves==0.1.0 <
> ggimage==0.2.8
> ggiraphExtra==0.2.9
ggnewscale==0.4.2 | ggmcmc==1.5.0
ggplot2==3.3.2.9000 | ggnewscale==0.4.3
> ggplot2==3.3.2
ggseas==0.5.4 <
gistr==0.9.0 <
GLDEX==2.0.0.7 <
glue==1.4.1 | glue==1.4.2
googledrive==1.0.1 | GoodmanKruskal==0.0.3
greybox==0.6.0 | greybox==0.6.2
groupedstats==1.0.1 <
hablar==0.3.0 <
haplo.stats==1.7.9 <
HardyWeinberg==1.6.3 <
harrypotter==2.1.1 <
heatmaply==1.1.0 | hdrcde==3.3
> heatmaply==1.1.1
Hmisc==4.4-0 | Hmisc==4.4-1
HSAUR2==1.1-17 <
> iBreakDown==1.3.1
ifultools==2.0-5 | ICS==1.3-1
> ICSNP==1.1-1
> IM==1.0
imbalance==1.0.2.1 <
imputeMissings==0.0.3 <
infer==0.5.3 <
> Information==0.0.9
> ingredients==2.0
inline==0.3.15 | inline==0.3.16
insight==0.9.0 | insight==0.9.5
> intergraph==2.0-2
ipmisc==3.1.0 <
jcolors==0.0.4 <
jmv==1.2.23 <
jmvcore==1.2.23 <
jsonlite==1.7.0 | jsonlite==1.7.1
kableExtra==1.1.0 | jtools==2.1.0
> kableExtra==1.2.1
> kerasR==0.6.1
KernelKnn==1.1.0 <
kSamples==1.2-9 <
labelled==2.5.0 | labelled==2.6.0
landscapemetrics==1.4.5 <
LaplacesDemon==16.1.4 <
leafpop==0.0.5 <
learnr==0.10.1 <
libcoin==1.0-5 | libcoin==1.0-6
> lime==0.5.1
> linprog==0.9-2
lmerTest==3.1-2 <
logspline==2.1.16 <
magicfor==0.1.0 | lwgeom==0.2-5
> magic==1.5-9
manifestoR==1.4.0 <
maptools==1.0-1 | maptools==1.0-2
margins==0.3.23 <
maxLik==1.4-0 | maxLik==1.4-4
mctest==1.3.1 <
metaBMA==0.6.3 | merTools==0.5.2
metafor==2.4-0 <
metaplus==0.7-11 <
> mfp==1.5.2
misc3d==0.8-4 | misc3d==0.9-0
> MLeval==0.3
> mlogit==1.1-0
mlr3learners==0.2.0 | mlr3learners==0.3.0
mlr3misc==0.4.0 | mlr3misc==0.5.0
mlr3pipelines==0.1.3 | mlr3pipelines==0.2.1
mnormt==1.5-6 | mnormt==2.0.2
moderndive==0.5.0 <
> MortalitySmooth==2.3.4
> mtsdi==0.3.5
MVA==1.0-6 <
mvnormtest==0.1-9 <
naniar==0.5.2 | naniar==0.6.0
nardl==0.1.5 <
> nleqslv==3.3.2
numbers==0.7-5 <
officer==0.3.12 | officer==0.3.14
oompaBase==3.2.9 <
OpenMx==2.17.4 | OpenMx==2.18.1
operator.tools==1.6.3 <
optimx==2020-4.2 <
paletteer==1.2.0 <
palr==0.2.0 <
pals==1.6 <
> parallelSVM==0.1-9
> parcats==0.0.1
pbapply==1.4-2 | pbapply==1.4-3
> pdfCluster==1.0-3
> pdfetch==0.2.4
plm==2.2-3 | plm==2.2-4
PMCMR==4.3 <
precrec==0.11.2 | prettydoc==0.4.0
prediction==0.3.14 <
prevR==3.4.0 | prevR==3.4.1
priceR==0.1.4 <
prismatic==0.2.0 <
processx==3.4.3 | processx==3.4.4
profileModel==0.6.0 <
> proj4==1.0-10
proustr==0.4.0 <
ps==1.3.3 | ps==1.3.4
psych==2.0.7 | psych==2.0.8
psychTools==2.0.6 | psychTools==2.0.8
questionr==0.7.1 | quantregForest==1.3-7
> questionr==0.7.2
> rainbow==3.6
randtests==1.0 <
> rasterVis==0.48
rbokeh==0.5.1 <
RcmdrMisc==2.7-0 | RcmdrMisc==2.7-1
RcppArmadillo==0.9.900.2.0 | RcppArmadillo==0.9.900.3.0
> RcppCNPy==0.2.10
> readODS==1.7.0
> RedditExtractoR==2.1.5
renv==0.11.0 | repr==1.1.1.9000
repr==1.1.0.9000 <
> resample==0.4
rgeos==0.5-3 | rgeos==0.5-5
R.methodsS3==1.8.0 | rmdformats==0.3.7
rminer==1.4.5 | R.methodsS3==1.8.1
> rminer==1.4.6
RNifti==1.1.0 | RNifti==1.2.2
robotstxt==0.7.8 <
robustfa==1.0-5 <
> RODBC==1.3-16
R.oo==1.23.0 | R.oo==1.24.0
rqdatatable==1.2.7 | rqdatatable==1.2.8
rquery==1.4.4 | rquery==1.4.5
> rsq==2.0
rstanarm==2.21.1 <
RStata==1.1.1 <
rticles==0.14 | rticles==0.15
> rtweet==0.7.0
R.utils==2.9.2 | R.utils==2.10.1
> rwhatsapp==0.2.2
sand==2.0.0 <
sapa==2.0-2 <
SciViews==0.9-13.1 | scorecard==0.3.1
scorecard==0.3.0 <
scorecardModelUtils==0.0.1.0 <
> sde==2.0.15
seqinr==3.6-1 <
Seurat==3.2.0 | Seurat==3.2.1
sigr==1.0.6 | sigr==1.0.8
> Simpsons==0.1.0
smotefamily==1.3.1 <
SNPassoc==1.9-2 <
soundgen==1.7.0 | soundgen==1.8.0
sparkline==2.0 <
sparseIndexTracking==0.1.1 <
spgs==1.0-3 <
spiderbar==0.2.3 <
spsh==1.1.0 <
SQUAREM==2020.3 | SQUAREM==2020.4
> SSN==1.1.15
StanHeaders==2.21.0-5 | StanHeaders==2.21.0-6
> stars==0.4-3
> Stat2Data==2.0.0
statsExpressions==0.4.2 <
> StMoMo==0.4.1
stringfish==0.13.3 | stringfish==0.14.2
> striprtf==0.5.2
> superheat==0.1.0
SuppDists==1.1-9.5 <
svglite==1.2.3.2 | svcm==0.1.2
> svUnit==1.0.3
systemfonts==0.2.3 | systemfit==1.1-24
> systemfonts==0.3.0
textrank==0.3.0 <
textreg==0.1.5 <
textreuse==0.1.5 <
> textutils==0.2-0
> tfprobability==0.11.0.0
tgp==2.4-14 | tgp==2.4-16
tidyBF==0.2.1 | tidybayes==2.1.1
> tidygeocoder==1.0.1
> tidylog==1.0.2
> tidypredict==0.4.6
tidyr==1.1.1 | tidyr==1.1.2
timetk==2.2.0 | timetk==2.2.1
titanic==0.1.0 <
> tmaptools==3.1
> tmvnsim==1.0-2
translateR==1.0 <
tsfeatures==1.0.2 <
tsfknn==0.4.0 <
TSstudio==0.1.6 <
tstools==0.3.8 <
TTR==0.23-6 | TTR==0.24.2
tufte==0.6 | tuber==0.9.9
> tvthemes==1.1.0
> tweedie==2.3.2
unbalanced==2.0 <
uroot==2.1-0 | uroot==2.1-2
vcdExtra==0.7-1 | vctrs==0.3.4
vctrs==0.3.2 <
VennDiagram==1.6.20 <
vroom==1.2.1 | vosonSML==0.29.13
vtreat==1.6.0 | vroom==1.3.1
> VSURF==1.1.0
> vtreat==1.6.1
wavethresh==4.6.8 <
workflows==0.1.2 | workflows==0.1.3
wrapr==2.0.0 | wrapr==2.0.2
writexl==1.3 | writexl==1.3.1
WRS2==1.1-0 | WVPlots==1.2.8
WVPlots==1.2.5 | wvtool==1.0
xgboost==1.1.1.1 | xgboost==1.2.0.1
xmlparsedata==1.0.3 | xmlparsedata==1.0.4
zip==2.0.4 | zip==2.1.1
> ztable==0.2.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
cuda-command-line-tools-10-0==10.0.130-1 | cuda-command-line-tools-10-1==10.1.243-1
cuda-compiler-10-0==10.0.130-1 | cuda-compiler-10-1==10.1.243-1
cuda-cublas-10-0==10.0.130-1 | cuda-cudart-10-1==10.1.243-1
cuda-cublas-dev-10-0==10.0.130-1 | cuda-cudart-dev-10-1==10.1.243-1
cuda-cudart-10-0==10.0.130-1 | cuda-cufft-10-1==10.1.243-1
cuda-cudart-dev-10-0==10.0.130-1 | cuda-cufft-dev-10-1==10.1.243-1
cuda-cufft-10-0==10.0.130-1 | cuda-cuobjdump-10-1==10.1.243-1
cuda-cufft-dev-10-0==10.0.130-1 | cuda-cupti-10-1==10.1.243-1
cuda-cuobjdump-10-0==10.0.130-1 | cuda-curand-10-1==10.1.243-1
cuda-cupti-10-0==10.0.130-1 | cuda-curand-dev-10-1==10.1.243-1
cuda-curand-10-0==10.0.130-1 | cuda-cusolver-10-1==10.1.243-1
cuda-curand-dev-10-0==10.0.130-1 | cuda-cusolver-dev-10-1==10.1.243-1
cuda-cusolver-10-0==10.0.130-1 | cuda-cusparse-10-1==10.1.243-1
cuda-cusolver-dev-10-0==10.0.130-1 | cuda-cusparse-dev-10-1==10.1.243-1
cuda-cusparse-10-0==10.0.130-1 | cuda-driver-dev-10-1==10.1.243-1
cuda-cusparse-dev-10-0==10.0.130-1 | cuda-gdb-10-1==10.1.243-1
cuda-driver-dev-10-0==10.0.130-1 | cuda-gpu-library-advisor-10-1==10.1.243-1
cuda-gdb-10-0==10.0.130-1 | cuda-libraries-10-1==10.1.243-1
cuda-gpu-library-advisor-10-0==10.0.130-1 | cuda-libraries-dev-10-1==10.1.243-1
cuda-libraries-10-0==10.0.130-1 | cuda-license-10-1==10.1.243-1
cuda-libraries-dev-10-0==10.0.130-1 | cuda-memcheck-10-1==10.1.243-1
cuda-license-10-0==10.0.130-1 | cuda-minimal-build-10-1==10.1.243-1
cuda-memcheck-10-0==10.0.130-1 | cuda-misc-headers-10-1==10.1.243-1
cuda-minimal-build-10-0==10.0.130-1 | cuda-npp-10-1==10.1.243-1
cuda-misc-headers-10-0==10.0.130-1 | cuda-npp-dev-10-1==10.1.243-1
cuda-npp-10-0==10.0.130-1 | cuda-nvcc-10-1==10.1.243-1
cuda-npp-dev-10-0==10.0.130-1 | cuda-nvdisasm-10-1==10.1.243-1
cuda-nvcc-10-0==10.0.130-1 | cuda-nvgraph-10-1==10.1.243-1
cuda-nvdisasm-10-0==10.0.130-1 | cuda-nvgraph-dev-10-1==10.1.243-1
cuda-nvgraph-10-0==10.0.130-1 | cuda-nvjpeg-10-1==10.1.243-1
cuda-nvgraph-dev-10-0==10.0.130-1 | cuda-nvjpeg-dev-10-1==10.1.243-1
cuda-nvjpeg-10-0==10.0.130.1-1 | cuda-nvml-dev-10-1==10.1.243-1
cuda-nvjpeg-dev-10-0==10.0.130.1-1 | cuda-nvprof-10-1==10.1.243-1
cuda-nvml-dev-10-0==10.0.130-1 | cuda-nvprune-10-1==10.1.243-1
cuda-nvprof-10-0==10.0.130-1 | cuda-nvrtc-10-1==10.1.243-1
cuda-nvprune-10-0==10.0.130-1 | cuda-nvrtc-dev-10-1==10.1.243-1
cuda-nvrtc-10-0==10.0.130-1 | cuda-nvtx-10-1==10.1.243-1
cuda-nvrtc-dev-10-0==10.0.130-1 | cuda-sanitizer-api-10-1==10.1.243-1
cuda-nvtx-10-0==10.0.130-1 <
ghostscript==9.27~dfsg-2+deb10u3 | ghostscript==9.27~dfsg-2+deb10u4
libcudnn7==7.6.5.32-1+cuda10.0 | libcublas-dev==10.2.1.243-1
libcudnn7-dev==7.6.5.32-1+cuda10.0 | libcublas10==10.2.1.243-1
> libcudnn7==7.6.5.32-1+cuda10.1
> libcudnn7-dev==7.6.5.32-1+cuda10.1
libgs9:amd64==9.27~dfsg-2+deb10u3 | libgs9:amd64==9.27~dfsg-2+deb10u4
libgs9-common==9.27~dfsg-2+deb10u3 | libgs9-common==9.27~dfsg-2+deb10u4
libnccl-dev==2.5.6-1+cuda10.0 | libnccl-dev==2.5.6-1+cuda10.1
libnccl2==2.5.6-1+cuda10.0 | libnccl2==2.5.6-1+cuda10.1
libopenexr-dev==2.2.1-4.1 | libopenexr-dev==2.2.1-4.1+deb10u1
libopenexr23:amd64==2.2.1-4.1 | libopenexr23:amd64==2.2.1-4.1+deb10u1