Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v123 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v123
== Comparing pip list --format=freeze ==
aiobotocore==2.4.0 | aiobotocore==2.4.1
astroid==2.12.11 | astroid==2.12.13
bayesian-optimization==1.2.0 | bayesian-optimization==1.4.2
biopython==1.79 | biopython==1.80
boto3==1.24.93 | boto3==1.26.23
botocore==1.27.93 | botocore==1.29.23
branca==0.5.0 | branca==0.6.0
catboost==1.1 | catboost==1.1.1
cmaes==0.8.2 | cmaes==0.9.0
cmdstanpy==1.0.7 | cmdstanpy==1.0.8
colorama==0.4.5 | colorama==0.4.6
cupy-cuda110==10.6.0 | cupy-cuda110==11.3.0
datashader==0.14.2 | datashader==0.14.3
dill==0.3.5.1 | dill==0.3.6
> docstring-to-markdown==0.11
earthengine-api==0.1.327 | earthengine-api==0.1.334
emoji==2.1.0 | emoji==2.2.0
etils==0.8.0 | exceptiongroup==1.0.4
fastai==2.7.9 | fastai==2.7.10
fastapi==0.85.1 | fastapi==0.88.0
> fire==0.4.0
flake8==4.0.1 | flake8==5.0.4
flax==0.6.1 | flax==0.6.2
fsspec==2022.8.2 | fsspec==2022.11.0
geographiclib==1.52 | geographiclib==2.0
geopy==2.2.0 | geopy==2.3.0
google-api-core==1.33.2 | google-api-core==1.34.0
google-api-python-client==1.12.11 | google-api-python-client==2.52.0
grpcio==1.43.0 | grpcio==1.51.1
h2o==3.38.0.1 | h2o==3.38.0.3
holidays==0.16 | holidays==0.17.2
holoviews==1.15.1 | holoviews==1.15.2
httplib2shim==0.0.3 <
ipyleaflet==0.17.1 | ipyleaflet==0.17.2
jax==0.3.23 | jax==0.3.25
jaxlib==0.3.22+cuda11.cudnn805 | jaxlib==0.3.25+cuda11.cudnn805
jsonnet==0.18.0 | jsonnet==0.19.1
kaggle-environments==1.10.0 | kaggle-environments==1.10.3
lazy-object-proxy==1.7.1 | lazy-object-proxy==1.8.0
Levenshtein==0.20.7 | Levenshtein==0.20.8
libpysal==4.6.2 | libpysal==4.7.0
> lightning-utilities==0.3.0
line-profiler==3.5.1 | line-profiler==4.0.1
Mako==1.2.3 | Mako==1.2.4
marisa-trie==0.7.7 | marisa-trie==0.7.8
mccabe==0.6.1 | mccabe==0.7.0
memory-profiler==0.60.0 | memory-profiler==0.61.0
mne==1.2.0 | mne==1.2.3
multiprocess==0.70.13 | multiprocess==0.70.14
netCDF4==1.6.1 | netCDF4==1.6.2
ninja==1.10.2.4 | ninja==1.11.1
numexpr==2.8.3 | numexpr==2.8.4
optax==0.1.3 | optax==0.1.4
optuna==3.0.3 | optuna==3.0.4
ortools==9.4.1874 | ortools==9.5.2237
panel==0.14.0 | panel==0.14.1
path==16.5.0 | path==16.6.0
pathos==0.2.9 | pathos==0.3.0
pathy==0.6.2 | pathy==0.10.0
pbr==5.10.0 | pbr==5.11.0
plotly==5.10.0 | plotly==5.11.0
pox==0.3.1 | pox==0.3.2
ppft==1.7.6.5 | ppft==1.7.6.6
progressbar2==4.1.1 | progressbar2==4.2.0
pudb==2022.1.2 | pudb==2022.1.3
PuLP==2.6.0 | PuLP==2.7.0
py==1.11.0 <
pybind11==2.10.0 | pybind11==2.10.1
pyclipper==1.3.0.post3 | pyclipper==1.3.0.post4
pycodestyle==2.8.0 | pycodestyle==2.9.1
pydash==5.1.1 | pydash==5.1.2
pyDeprecate==0.3.2 | pydicom==2.3.1
pydicom==2.3.0 <
pyflakes==2.4.0 | pyflakes==2.5.0
pylint==2.15.4 | pylint==2.15.8
pynndescent==0.5.7 | pynndescent==0.5.8
pytest==7.1.3 | pytest==7.2.0
python-Levenshtein==0.20.7 | python-Levenshtein==0.20.8
python-lsp-server==1.5.0 | python-lsp-server==1.6.0
python-utils==3.3.3 | python-utils==3.4.5
pytorch-lightning==1.7.7 | pytorch-lightning==1.8.3.post1
rapidfuzz==2.11.1 | rapidfuzz==2.13.3
ray==2.0.0 | ray==2.1.0
rope==1.3.0 | rope==1.5.1
s3fs==2022.8.2 | s3fs==2022.11.0
scattertext==0.1.7 | scattertext==0.1.9
sentry-sdk==1.9.10 | sentry-sdk==1.11.1
shortuuid==1.0.9 | shortuuid==1.0.11
simplejson==3.17.6 | simplejson==3.18.0
sklearn==0.0 | sklearn==0.0.post1
spreg==1.2.4 | spreg==1.3.0
starlette==0.20.4 | starlette==0.22.0
stevedore==3.5.1 | stevedore==3.5.2
tbb==2021.7.0 | tbb==2021.7.1
tensorboard==2.10.1 | tensorboard==2.6.0
> tensorstore==0.1.28
texttable==1.6.4 | texttable==1.6.7
tomlkit==0.11.5 | tomlkit==0.11.6
torchmetrics==0.10.0 | torchmetrics==0.11.0
tzdata==2022.5 | tzdata==2022.7
uritemplate==3.0.1 | uritemplate==4.1.1
urllib3==1.26.12 | urllib3==1.26.13
uvicorn==0.18.3 | uvicorn==0.20.0
vaex==4.14.0 | vaex==4.16.0
vaex-astro==0.9.2 | vaex-astro==0.9.3
vaex-core==4.14.0 | vaex-core==4.16.0
vaex-hdf5==0.13.0 | vaex-hdf5==0.14.1
vaex-jupyter==0.8.0 | vaex-jupyter==0.8.1
vaex-ml==0.18.0 | vaex-ml==0.18.1
virtualenv==20.16.5 | virtualenv==20.17.1
vowpalwabbit==9.5.0 | vowpalwabbit==9.6.0
watchfiles==0.17.0 | watchfiles==0.18.1
wavio==0.0.4 | wavio==0.0.7
websockets==10.3 | websockets==10.4
wfdb==4.0.0 | wfdb==4.1.0
whatthepatch==1.0.2 | whatthepatch==1.0.3
wslink==1.8.4 | wslink==1.9.1
xxhash==3.0.0 | xxhash==3.1.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
cmake==3.16.3-1ubuntu1 | cmake==3.16.3-1ubuntu1.20.04.1
cmake-data==3.16.3-1ubuntu1 | cmake-data==3.16.3-1ubuntu1.20.04.1
libflac8:amd64==1.3.3-1build1 | libflac8:amd64==1.3.3-1ubuntu0.1
openjdk-11-jre-headless:amd64==11.0.16+8-0ubuntu1~20.04 | openjdk-11-jre-headless:amd64==11.0.17+8-1ubuntu2~20.04
xserver-common==2:1.20.13-1ubuntu1~20.04.3 | xserver-common==2:1.20.13-1ubuntu1~20.04.4
xvfb==2:1.20.13-1ubuntu1~20.04.3 | xvfb==2:1.20.13-1ubuntu1~20.04.4
v123 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v123
== Comparing pip list --format=freeze ==
aiobotocore==2.4.0 | aiobotocore==2.4.1
allennlp==2.10.0 | allennlp==2.10.1
astroid==2.12.11 | astroid==2.12.13
bayesian-optimization==1.2.0 | bayesian-optimization==1.4.2
biopython==1.79 | biopython==1.80
boto3==1.24.93 | boto3==1.26.23
botocore==1.27.93 | botocore==1.29.23
branca==0.5.0 | branca==0.6.0
catboost==1.1 | catboost==1.1.1
cmaes==0.8.2 | cmaes==0.9.0
cmdstanpy==1.0.7 | cmdstanpy==1.0.8
colorama==0.4.5 | colorama==0.4.6
datashader==0.14.2 | datashader==0.14.3
dill==0.3.5.1 | dill==0.3.6
> docstring-to-markdown==0.11
earthengine-api==0.1.327 | earthengine-api==0.1.334
emoji==2.1.0 | emoji==2.2.0
etils==0.8.0 | exceptiongroup==1.0.4
fastai==2.7.9 | fastai==2.7.10
fastapi==0.85.1 | fastapi==0.88.0
> fire==0.4.0
flake8==4.0.1 | flake8==5.0.4
flax==0.6.1 | flax==0.6.2
fsspec==2022.8.2 | fsspec==2022.11.0
geographiclib==1.52 | geographiclib==2.0
geopy==2.2.0 | geopy==2.3.0
google-api-core==1.33.2 | google-api-core==1.34.0
google-api-python-client==1.12.11 | google-api-python-client==2.52.0
grpcio==1.43.0 | grpcio==1.47.0
h2o==3.38.0.1 | h2o==3.38.0.3
holidays==0.16 | holidays==0.17.2
holoviews==1.15.1 | holoviews==1.15.2
httplib2shim==0.0.3 <
ipyleaflet==0.17.1 | ipyleaflet==0.17.2
jax==0.3.23 | jax==0.3.25
jaxlib==0.3.22 | jaxlib==0.3.25
jsonnet==0.18.0 | jsonnet==0.19.1
kaggle-environments==1.10.0 | kaggle-environments==1.10.3
lazy-object-proxy==1.7.1 | lazy-object-proxy==1.8.0
Levenshtein==0.20.7 | Levenshtein==0.20.8
libpysal==4.6.2 | libpysal==4.7.0
> lightning-utilities==0.3.0
line-profiler==3.5.1 | line-profiler==4.0.1
Mako==1.2.3 | Mako==1.2.4
marisa-trie==0.7.7 | marisa-trie==0.7.8
mccabe==0.6.1 | mccabe==0.7.0
memory-profiler==0.60.0 | memory-profiler==0.61.0
mne==1.2.0 | mne==1.2.3
multiprocess==0.70.13 | multiprocess==0.70.14
netCDF4==1.6.1 | netCDF4==1.6.2
ninja==1.10.2.4 | ninja==1.11.1
numexpr==2.8.3 | numexpr==2.8.4
optax==0.1.3 | optax==0.1.4
optuna==3.0.3 | optuna==3.0.4
ortools==9.4.1874 | ortools==9.5.2237
panel==0.14.0 | panel==0.14.1
path==16.5.0 | path==16.6.0
pathos==0.2.9 | pathos==0.3.0
pathy==0.6.2 | pathy==0.10.0
pbr==5.10.0 | pbr==5.11.0
plotly==5.10.0 | plotly==5.11.0
pox==0.3.1 | pox==0.3.2
ppft==1.7.6.5 | ppft==1.7.6.6
progressbar2==4.1.1 | progressbar2==4.2.0
pudb==2022.1.2 | pudb==2022.1.3
PuLP==2.6.0 | PuLP==2.7.0
py==1.11.0 <
pybind11==2.10.0 | pybind11==2.10.1
pyclipper==1.3.0.post3 | pyclipper==1.3.0.post4
pycodestyle==2.8.0 | pycodestyle==2.9.1
pydash==5.1.1 | pydash==5.1.2
pyDeprecate==0.3.2 | pydicom==2.3.1
pydicom==2.3.0 <
pyflakes==2.4.0 | pyflakes==2.5.0
pylint==2.15.4 | pylint==2.15.8
pynndescent==0.5.7 | pynndescent==0.5.8
pytest==7.1.3 | pytest==7.2.0
python-Levenshtein==0.20.7 | python-Levenshtein==0.20.8
python-lsp-server==1.5.0 | python-lsp-server==1.6.0
python-utils==3.3.3 | python-utils==3.4.5
pytorch-lightning==1.7.7 | pytorch-lightning==1.8.3.post1
rapidfuzz==2.11.1 | rapidfuzz==2.13.3
ray==2.0.0 | ray==2.1.0
rich==12.1.0 | rich==12.6.0
rope==1.3.0 | rope==1.5.1
s3fs==2022.8.2 | s3fs==2022.11.0
scattertext==0.1.7 | scattertext==0.1.9
sentry-sdk==1.9.10 | sentry-sdk==1.11.1
shortuuid==1.0.9 | shortuuid==1.0.11
simplejson==3.17.6 | simplejson==3.18.0
sklearn==0.0 | sklearn==0.0.post1
spreg==1.2.4 | spreg==1.3.0
starlette==0.20.4 | starlette==0.22.0
stevedore==3.5.1 | stevedore==3.5.2
tbb==2021.7.0 | tbb==2021.7.1
tensorboard==2.10.1 | tensorboard==2.6.0
> tensorstore==0.1.28
texttable==1.6.4 | texttable==1.6.7
tomlkit==0.11.5 | tomlkit==0.11.6
torchmetrics==0.10.0 | torchmetrics==0.11.0
typing_extensions==4.4.0 | typing_extensions==4.1.1
tzdata==2022.5 | tzdata==2022.7
uritemplate==3.0.1 | uritemplate==4.1.1
urllib3==1.26.12 | urllib3==1.26.13
uvicorn==0.18.3 | uvicorn==0.20.0
vaex==4.14.0 | vaex==4.16.0
vaex-astro==0.9.2 | vaex-astro==0.9.3
vaex-core==4.14.0 | vaex-core==4.16.0
vaex-hdf5==0.13.0 | vaex-hdf5==0.14.1
vaex-jupyter==0.8.0 | vaex-jupyter==0.8.1
vaex-ml==0.18.0 | vaex-ml==0.18.1
vowpalwabbit==9.5.0 | vowpalwabbit==9.6.0
watchfiles==0.17.0 | watchfiles==0.18.1
wavio==0.0.4 | wavio==0.0.7
websockets==10.3 | websockets==10.4
wfdb==4.0.0 | wfdb==4.1.0
whatthepatch==1.0.2 | whatthepatch==1.0.3
wslink==1.8.4 | wslink==1.9.1
xxhash==3.0.0 | xxhash==3.1.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
cmake==3.16.3-1ubuntu1 | cmake==3.16.3-1ubuntu1.20.04.1
cmake-data==3.16.3-1ubuntu1 | cmake-data==3.16.3-1ubuntu1.20.04.1
libflac8:amd64==1.3.3-1build1 | libflac8:amd64==1.3.3-1ubuntu0.1
openjdk-11-jre-headless:amd64==11.0.16+8-0ubuntu1~20.04 | openjdk-11-jre-headless:amd64==11.0.17+8-1ubuntu2~20.04
xserver-common==2:1.20.13-1ubuntu1~20.04.3 | xserver-common==2:1.20.13-1ubuntu1~20.04.4
xvfb==2:1.20.13-1ubuntu1~20.04.3 | xvfb==2:1.20.13-1ubuntu1~20.04.4
v122 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v122
== Comparing pip list --format=freeze ==
aioitertools==0.10.0 | aioitertools==0.11.0
albumentations==1.2.1 | albumentations==1.3.0
allennlp==2.10.0 | allennlp==2.10.1
astroid==2.12.9 | astroid==2.12.11
bayespy==0.5.22 | bayespy==0.5.24
blis==0.7.8 | blis==0.7.9
boto3==1.24.72 | boto3==1.24.93
botocore==1.27.72 | botocore==1.27.93
cached-path==1.1.5 | cached-path==1.1.6
catboost==1.0.6 | catboost==1.1
category-encoders==2.5.0 | category-encoders==2.5.1.post0
certifi==2022.6.15.2 | certifi==2022.9.24
cftime==1.6.1 | cftime==1.6.2
colorcet==3.0.0 | colorcet==3.0.1
conda==4.14.0 | conda==22.9.0
confection==0.0.1 | confection==0.0.3
cymem==2.0.6 | cymem==2.0.7
earthengine-api==0.1.323 | earthengine-api==0.1.327
easydev==0.12.0 | easydict==1.10
easydict==1.9 | easyocr==1.6.2
easyocr==1.6.1 <
emoji==2.0.0 | emoji==2.1.0
essentia==2.1b6.dev857 | essentia==2.1b6.dev858
fastapi==0.83.0 | fastapi==0.85.1
fastcore==1.5.26 | fastcore==1.5.27
Fiona==1.8.21 | Fiona==1.8.22
fitter==1.4.1 | fitter==1.5.1
flax==0.6.0 | flax==0.6.1
folium==0.12.1.post1 | folium==0.13.0
google-api-core==1.33.0 | google-api-core==1.33.2
gym==0.26.0 | gym==0.26.2
h11==0.13.0 | h11==0.14.0
h2o==3.36.1.4 | h2o==3.38.0.1
hmmlearn==0.2.7 | hmmlearn==0.2.8
holidays==0.15 | holidays==0.16
holoviews==1.15.0 | holoviews==1.15.1
huggingface-hub==0.8.1 | huggingface-hub==0.10.1
humanize==4.3.0 | humanize==4.4.0
igraph==0.10.1 | igraph==0.10.2
importlib-metadata==4.12.0 | importlib-metadata==4.13.0
ipyvue==1.7.0 | ipyvue==1.8.0
jax==0.3.17 | jax==0.3.23
jaxlib==0.3.15+cuda11.cudnn805 | jaxlib==0.3.22+cuda11.cudnn805
kaggle-environments==1.9.11 | kaggle-environments==1.10.0
korean-lunar-calendar==0.2.1 | korean-lunar-calendar==0.3.1
> Levenshtein==0.20.7
Mako==1.2.2 | Mako==1.2.3
mlxtend==0.20.0 | mlxtend==0.21.0
mne==1.1.1 | mne==1.2.0
momepy==0.5.3 | momepy==0.5.4
more-itertools==8.14.0 | more-itertools==9.0.0
murmurhash==1.0.8 | murmurhash==1.0.9
netCDF4==1.6.0 | netCDF4==1.6.1
ninja==1.10.2.3 | ninja==1.10.2.4
nnabla==1.30.0 | nnabla==1.31.0
nnabla-ext-cuda110==1.30.0 | nnabla-ext-cuda110==1.31.0
optuna==3.0.1 | optuna==3.0.3
panel==0.13.1 | panel==0.14.0
path==16.4.0 | path==16.5.0
portalocker==2.5.1 | portalocker==2.6.0
preshed==3.0.7 | preshed==3.0.8
progressbar2==4.0.0 | progressbar2==4.1.1
pydash==5.1.0 | pydash==5.1.1
pylint==2.15.2 | pylint==2.15.4
python-igraph==0.10.1 | python-igraph==0.10.2
python-Levenshtein==0.12.2 | python-Levenshtein==0.20.7
pytorch-lightning==1.7.6 | pytorch-lightning==1.7.7
> rapidfuzz==2.11.1
rich==12.1.0 | rich==12.6.0
Rtree==1.0.0 | Rtree==1.0.1
scattertext==0.1.6 | scattertext==0.1.7
sentry-sdk==1.9.8 | sentry-sdk==1.9.10
SoundFile==0.10.3.post1 | soundfile==0.11.0
spectral==0.23 | spectral==0.23.1
srsly==2.4.4 | srsly==2.4.5
starlette==0.19.1 | starlette==0.20.4
stevedore==3.5.0 | stevedore==3.5.1
tabulate==0.8.10 | tabulate==0.9.0
tbb==2021.6.0 | tbb==2021.7.0
tensorboard==2.10.0 | tensorboard==2.10.1
tomlkit==0.11.4 | tomlkit==0.11.5
torchmetrics==0.9.3 | torchmetrics==0.10.0
typing_extensions==4.3.0 | typing_extensions==4.1.1
tzdata==2022.2 | tzdata==2022.5
uvloop==0.16.0 | uvloop==0.17.0
vaex==4.12.0 | vaex==4.14.0
vaex-astro==0.9.1 | vaex-astro==0.9.2
vaex-core==4.12.0 | vaex-core==4.14.0
vaex-hdf5==0.12.3 | vaex-hdf5==0.13.0
vaex-viz==0.5.3 | vaex-viz==0.5.4
vowpalwabbit==9.3.0 | vowpalwabbit==9.5.0
vtk==9.1.0 | vtk==9.2.2
wslink==1.8.2 | wslink==1.8.4
xyzservices==2022.6.0 | xyzservices==2022.9.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
unzip==6.0-25ubuntu1 | unzip==6.0-25ubuntu1.1
v122 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v122
== Comparing pip list --format=freeze ==
aioitertools==0.10.0 | aioitertools==0.11.0
albumentations==1.2.1 | albumentations==1.3.0
astroid==2.12.9 | astroid==2.12.11
bayespy==0.5.22 | bayespy==0.5.24
blis==0.7.8 | blis==0.7.9
boto3==1.24.72 | boto3==1.24.93
botocore==1.27.72 | botocore==1.27.93
cached-path==1.1.5 | cached-path==1.1.6
catboost==1.0.6 | catboost==1.1
category-encoders==2.5.0 | category-encoders==2.5.1.post0
certifi==2022.6.15.2 | certifi==2022.9.24
cftime==1.6.1 | cftime==1.6.2
colorcet==3.0.0 | colorcet==3.0.1
conda==4.14.0 | conda==22.9.0
confection==0.0.1 | confection==0.0.3
cymem==2.0.6 | cymem==2.0.7
earthengine-api==0.1.323 | earthengine-api==0.1.327
easydev==0.12.0 | easydict==1.10
easydict==1.9 | easyocr==1.6.2
easyocr==1.6.1 <
emoji==2.0.0 | emoji==2.1.0
essentia==2.1b6.dev857 | essentia==2.1b6.dev858
fastapi==0.83.0 | fastapi==0.85.1
fastcore==1.5.26 | fastcore==1.5.27
Fiona==1.8.21 | Fiona==1.8.22
fitter==1.4.1 | fitter==1.5.1
flax==0.6.0 | flax==0.6.1
folium==0.12.1.post1 | folium==0.13.0
google-api-core==1.33.0 | google-api-core==1.33.2
gym==0.26.0 | gym==0.26.2
h11==0.13.0 | h11==0.14.0
h2o==3.36.1.4 | h2o==3.38.0.1
hmmlearn==0.2.7 | hmmlearn==0.2.8
holidays==0.15 | holidays==0.16
holoviews==1.15.0 | holoviews==1.15.1
huggingface-hub==0.8.1 | huggingface-hub==0.10.1
humanize==4.3.0 | humanize==4.4.0
igraph==0.10.1 | igraph==0.10.2
importlib-metadata==4.12.0 | importlib-metadata==4.13.0
ipyvue==1.7.0 | ipyvue==1.8.0
jax==0.3.17 | jax==0.3.23
jaxlib==0.3.15 | jaxlib==0.3.22
kaggle-environments==1.9.11 | kaggle-environments==1.10.0
korean-lunar-calendar==0.2.1 | korean-lunar-calendar==0.3.1
> Levenshtein==0.20.7
Mako==1.2.2 | Mako==1.2.3
mlxtend==0.20.0 | mlxtend==0.21.0
mne==1.1.1 | mne==1.2.0
momepy==0.5.3 | momepy==0.5.4
more-itertools==8.14.0 | more-itertools==9.0.0
murmurhash==1.0.8 | murmurhash==1.0.9
netCDF4==1.6.0 | netCDF4==1.6.1
ninja==1.10.2.3 | ninja==1.10.2.4
nnabla==1.30.0 | nnabla==1.31.0
optuna==3.0.1 | optuna==3.0.3
panel==0.13.1 | panel==0.14.0
path==16.4.0 | path==16.5.0
portalocker==2.5.1 | portalocker==2.6.0
preshed==3.0.7 | preshed==3.0.8
progressbar2==4.0.0 | progressbar2==4.1.1
pydash==5.1.0 | pydash==5.1.1
pylint==2.15.2 | pylint==2.15.4
python-igraph==0.10.1 | python-igraph==0.10.2
python-Levenshtein==0.12.2 | python-Levenshtein==0.20.7
pytorch-lightning==1.7.6 | pytorch-lightning==1.7.7
> rapidfuzz==2.11.1
Rtree==1.0.0 | Rtree==1.0.1
scattertext==0.1.6 | scattertext==0.1.7
sentry-sdk==1.9.8 | sentry-sdk==1.9.10
SoundFile==0.10.3.post1 | soundfile==0.11.0
spectral==0.23 | spectral==0.23.1
srsly==2.4.4 | srsly==2.4.5
starlette==0.19.1 | starlette==0.20.4
stevedore==3.5.0 | stevedore==3.5.1
tabulate==0.8.10 | tabulate==0.9.0
tbb==2021.6.0 | tbb==2021.7.0
tensorboard==2.10.0 | tensorboard==2.10.1
tomlkit==0.11.4 | tomlkit==0.11.5
torchmetrics==0.9.3 | torchmetrics==0.10.0
typing_extensions==4.3.0 | typing_extensions==4.4.0
tzdata==2022.2 | tzdata==2022.5
uvloop==0.16.0 | uvloop==0.17.0
vaex==4.12.0 | vaex==4.14.0
vaex-astro==0.9.1 | vaex-astro==0.9.2
vaex-core==4.12.0 | vaex-core==4.14.0
vaex-hdf5==0.12.3 | vaex-hdf5==0.13.0
vaex-viz==0.5.3 | vaex-viz==0.5.4
vowpalwabbit==9.3.0 | vowpalwabbit==9.5.0
vtk==9.1.0 | vtk==9.2.2
wslink==1.8.2 | wslink==1.8.4
xyzservices==2022.6.0 | xyzservices==2022.9.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
unzip==6.0-25ubuntu1 | unzip==6.0-25ubuntu1.1
v122 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v122
== Comparing pip list --format=freeze ==
google-auth==2.12.0 | google-auth==2.13.0
grpcio==1.49.1 | grpcio==1.50.0
notebook-shim==0.1.0 | notebook_shim==0.2.0
oauthlib==3.2.1 | oauthlib==3.2.2
psutil==5.9.2 | psutil==5.9.3
pytz==2022.4 | pytz==2022.5
tinycss2==1.1.1 | tinycss2==1.2.1
traitlets==5.4.0 | traitlets==5.5.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
v121 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v121
== Comparing pip list --format=freeze ==
aiobotocore==2.3.4 | aiobotocore==2.4.0
astroid==2.11.7 | astroid==2.12.9
boto3==1.24.56 | boto3==1.24.72
botocore==1.27.56 | botocore==1.27.72
bqplot==0.12.33 | bqplot==0.12.36
certifi==2022.6.15 | certifi==2022.6.15.2
chex==0.1.4 | chex==0.1.5
cmdstanpy==1.0.4 | cmdstanpy==1.0.7
colorlog==6.6.0 | colorlog==6.7.0
> confection==0.0.1
earthengine-api==0.1.320 | earthengine-api==0.1.323
easyocr==1.5.0 | easyocr==1.6.1
essentia==2.1b6.dev778 | essentia==2.1b6.dev857
etils==0.7.1 | et-xmlfile==1.1.0
> etils==0.8.0
fastapi==0.79.1 | fastapi==0.83.0
fastcore==1.5.21 | fastcore==1.5.26
fsspec==2022.7.1 | fsspec==2022.8.2
google-api-core==1.32.0 | google-api-core==1.33.0
gym==0.25.2 | gym==0.26.0
haversine==2.6.0 | haversine==2.7.0
httptools==0.4.0 | httptools==0.5.0
igraph==0.9.11 | igraph==0.10.1
ipydatawidgets==4.3.1.post1 | ipydatawidgets==4.3.2
ipyleaflet==0.17.0 | ipyleaflet==0.17.1
ipyvuetify==1.8.2 | ipyvuetify==1.8.4
jax==0.3.16 | jax==0.3.17
jupyterlab-lsp==3.10.1 | jupyterlab-lsp==3.10.2
kmodes==0.12.1 | kmodes==0.12.2
Mako==1.2.1 | Mako==1.2.2
mne==1.1.0 | mne==1.1.1
nibabel==4.0.1 | nibabel==4.0.2
nilearn==0.9.1 | nilearn==0.9.2
> ninja==1.10.2.3
nnabla==1.29.0 | nnabla==1.30.0
> openpyxl==3.0.10
optuna==2.10.1 | optuna==3.0.1
prophet==1.1 | prophet==1.1.1
> pyclipper==1.3.0.post3
pygeos==0.12.0 | pygeos==0.13
pylint==2.14.5 | pylint==2.15.2
pytest==7.1.2 | pytest==7.1.3
python-dotenv==0.20.0 | python-dotenv==0.21.0
python-igraph==0.9.11 | python-igraph==0.10.1
pythreejs==2.3.0 | pythreejs==2.4.1
pytorch-ignite==0.4.9 | pytorch-ignite==0.4.10
pytorch-lightning==1.7.2 | pytorch-lightning==1.7.6
ray==1.13.0 | ray==2.0.0
resampy==0.4.0 | resampy==0.4.2
s3fs==2022.7.1 | s3fs==2022.8.2
sentry-sdk==1.9.5 | sentry-sdk==1.9.8
SimpleITK==2.1.1.2 | SimpleITK==2.2.0
spectral==0.22.4 | spectral==0.23
> tables==3.7.0
urllib3==1.26.11 | urllib3==1.26.12
uvicorn==0.18.2 | uvicorn==0.18.3
vaex==4.11.1 | vaex==4.12.0
vaex-core==4.11.1 | vaex-core==4.12.0
vaex-viz==0.5.2 | vaex-viz==0.5.3
watchfiles==0.16.1 | watchfiles==0.17.0
wslink==1.7.0 | wslink==1.8.2
xgboost==1.6.1 | xgboost==1.6.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
v121 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v121
== Comparing pip list --format=freeze ==
aiobotocore==2.3.4 | aiobotocore==2.4.0
astroid==2.11.7 | astroid==2.12.9
boto3==1.24.56 | boto3==1.24.72
botocore==1.27.56 | botocore==1.27.72
bqplot==0.12.33 | bqplot==0.12.36
certifi==2022.6.15 | certifi==2022.6.15.2
chex==0.1.4 | chex==0.1.5
cmdstanpy==1.0.4 | cmdstanpy==1.0.7
colorlog==6.6.0 | colorlog==6.7.0
> confection==0.0.1
distlib==0.3.5 | distlib==0.3.6
earthengine-api==0.1.320 | earthengine-api==0.1.323
easyocr==1.5.0 | easyocr==1.6.1
essentia==2.1b6.dev778 | essentia==2.1b6.dev857
etils==0.7.1 | et-xmlfile==1.1.0
> etils==0.8.0
fastapi==0.79.1 | fastapi==0.83.0
fastavro==1.6.0 | fastavro==1.6.1
fastcore==1.5.21 | fastcore==1.5.26
fsspec==2022.7.1 | fsspec==2022.8.2
google-api-core==1.32.0 | google-api-core==1.33.0
gym==0.25.2 | gym==0.26.0
haversine==2.6.0 | haversine==2.7.0
httptools==0.4.0 | httptools==0.5.0
igraph==0.9.11 | igraph==0.10.1
ipydatawidgets==4.3.1.post1 | ipydatawidgets==4.3.2
ipyleaflet==0.17.0 | ipyleaflet==0.17.1
ipyvuetify==1.8.2 | ipyvuetify==1.8.4
jax==0.3.16 | jax==0.3.17
jupyterlab-lsp==3.10.1 | jupyterlab-lsp==3.10.2
kmodes==0.12.1 | kmodes==0.12.2
Mako==1.2.1 | Mako==1.2.2
mne==1.1.0 | mne==1.1.1
nibabel==4.0.1 | nibabel==4.0.2
nilearn==0.9.1 | nilearn==0.9.2
> ninja==1.10.2.3
nnabla==1.29.0 | nnabla==1.30.0
nnabla-ext-cuda110==1.29.0 | nnabla-ext-cuda110==1.30.0
> openpyxl==3.0.10
optuna==2.10.1 | optuna==3.0.1
prophet==1.1 | prophet==1.1.1
> pyclipper==1.3.0.post3
pygeos==0.12.0 | pygeos==0.13
pylint==2.14.5 | pylint==2.15.2
pytest==7.1.2 | pytest==7.1.3
python-dotenv==0.20.0 | python-dotenv==0.21.0
python-igraph==0.9.11 | python-igraph==0.10.1
pythreejs==2.3.0 | pythreejs==2.4.1
pytorch-ignite==0.4.9 | pytorch-ignite==0.4.10
pytorch-lightning==1.7.2 | pytorch-lightning==1.7.6
ray==1.13.0 | ray==2.0.0
resampy==0.4.0 | resampy==0.4.2
s3fs==2022.7.1 | s3fs==2022.8.2
sentry-sdk==1.9.5 | sentry-sdk==1.9.8
SimpleITK==2.1.1.2 | SimpleITK==2.2.0
spectral==0.22.4 | spectral==0.23
> tables==3.7.0
uvicorn==0.18.2 | uvicorn==0.18.3
vaex==4.11.1 | vaex==4.12.0
vaex-core==4.11.1 | vaex-core==4.12.0
vaex-viz==0.5.2 | vaex-viz==0.5.3
virtualenv==20.16.3 | virtualenv==20.16.5
watchfiles==0.16.1 | watchfiles==0.17.0
wslink==1.7.0 | wslink==1.8.2
xgboost==1.6.1 | xgboost==1.6.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
v120 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v120
== Comparing pip list --format=freeze ==
absl-py==1.1.0 | absl-py==0.15.0
accelerate==0.11.0 | accelerate==0.12.0
annoy==1.17.0 | annoy==1.17.1
audioread==2.1.9 | audioread==3.0.0
boto3==1.24.33 | boto3==1.24.56
botocore==1.27.33 | botocore==1.27.56
catalogue==2.0.7 | catalogue==2.0.8
chex==0.1.3 | chex==0.1.4
conda==4.13.0 | conda==4.14.0
configparser==5.2.0 | configparser==5.3.0
Cython==0.29.30 | Cython==0.29.32
datashader==0.14.1 | datashader==0.14.2
datatile==1.0.1 | datatile==1.0.3
deap==1.3.1 | deap==1.3.3
earthengine-api==0.1.317 | earthengine-api==0.1.320
esda==2.4.1 | esda==2.4.3
etils==0.6.0 | etils==0.7.1
fastai==2.7.7 | fastai==2.7.9
fastapi==0.79.0 | fastapi==0.79.1
fastcore==1.5.6 | fastcore==1.5.21
fastprogress==1.0.2 | fastprogress==1.0.3
fitter==1.4.0 | fitter==1.4.1
Flask==2.1.3 | Flask==2.2.2
flax==0.5.2 | flax==0.6.0
frozendict==2.3.2 | frozendict==2.3.4
fsspec==2022.5.0 | fsspec==2022.7.1
gym==0.25.0 | gym==0.25.2
gym-notices==0.0.7 | gym-notices==0.0.8
h2o==3.36.1.3 | h2o==3.36.1.4
holidays==0.14.2 | holidays==0.15
humanize==4.2.3 | humanize==4.3.0
jax==0.3.14 | jax==0.3.16
jaxlib==0.3.14 | jaxlib==0.3.15
MarkupSafe==2.0.1 | MarkupSafe==2.1.1
matplotlib==3.5.2 | matplotlib==3.5.3
mne==1.0.3 | mne==1.1.0
more-itertools==8.13.0 | more-itertools==8.14.0
murmurhash==1.0.7 | murmurhash==1.0.8
ortools==9.3.10497 | ortools==9.4.1874
pandarallel==1.6.1 | pandarallel==1.6.3
partd==1.2.0 | partd==1.3.0
pbr==5.9.0 | pbr==5.10.0
plotly==5.9.0 | plotly==5.10.0
preshed==3.0.6 | preshed==3.0.7
py4j==0.10.9.5 | py4j==0.10.9.7
PyAstronomy==0.17.1 | PyAstronomy==0.18.0
pyshp==2.3.0 | pyshp==2.3.1
pytesseract==0.3.9 | pytesseract==0.3.10
pytoolconfig==1.2.1 | pytoolconfig==1.2.2
pytorch-lightning==1.6.5 | pytorch-lightning==1.7.2
pyviz-comms==2.2.0 | pyviz-comms==2.2.1
rasterstats==0.16.0 | rasterstats==0.17.0
resampy==0.3.1 | resampy==0.4.0
rope==1.2.0 | rope==1.3.0
s3fs==2022.5.0 | s3fs==2022.7.1
sentencepiece==0.1.96 | sentencepiece==0.1.97
sentry-sdk==1.7.2 | sentry-sdk==1.9.5
setproctitle==1.2.3 | setproctitle==1.3.2
six==1.16.0 | six==1.15.0
spacy-legacy==3.0.9 | spacy-legacy==3.0.10
srsly==2.4.3 | srsly==2.4.4
tensorboard==2.6.0 | tensorboard==2.10.0
> tensorflow-decision-forests==0.2.0
tomlkit==0.11.1 | tomlkit==0.11.4
torchmetrics==0.9.2 | torchmetrics==0.9.3
traceml==1.0.1 | traceml==1.0.3
typing_extensions==4.1.1 | typing_extensions==4.3.0
tzdata==2022.1 | tzdata==2022.2
urllib3==1.26.9 | urllib3==1.26.11
vaex==4.9.2 | vaex==4.11.1
vaex-core==4.9.2 | vaex-core==4.11.1
vaex-hdf5==0.12.2 | vaex-hdf5==0.12.3
vaex-ml==0.17.0 | vaex-ml==0.18.0
vowpalwabbit==9.2.0 | vowpalwabbit==9.3.0
Wand==0.6.8 | Wand==0.6.10
wasabi==0.9.1 | wasabi==0.10.1
watchfiles==0.15.0 | watchfiles==0.16.1
Werkzeug==2.1.2 | Werkzeug==2.2.2
wrapt==1.14.1 | wrapt==1.12.1
wslink==1.6.6 | wslink==1.7.0
yellowbrick==1.4 | yellowbrick==1.5
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libfreetype-dev:amd64==2.10.1-2ubuntu0.1 | libfreetype-dev:amd64==2.10.1-2ubuntu0.2
libfreetype6:amd64==2.10.1-2ubuntu0.1 | libfreetype6:amd64==2.10.1-2ubuntu0.2
libfreetype6-dev:amd64==2.10.1-2ubuntu0.1 | libfreetype6-dev:amd64==2.10.1-2ubuntu0.2
openjdk-11-jre-headless:amd64==11.0.15+10-0ubuntu0.20.04.1 | openjdk-11-jre-headless:amd64==11.0.16+8-0ubuntu1~20.04
v120 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v120
== Comparing pip list --format=freeze ==
absl-py==1.1.0 | absl-py==0.15.0
accelerate==0.11.0 | accelerate==0.12.0
annoy==1.17.0 | annoy==1.17.1
audioread==2.1.9 | audioread==3.0.0
boto3==1.24.33 | boto3==1.24.56
botocore==1.27.33 | botocore==1.27.56
catalogue==2.0.7 | catalogue==2.0.8
chex==0.1.3 | chex==0.1.4
conda==4.13.0 | conda==4.14.0
configparser==5.2.0 | configparser==5.3.0
Cython==0.29.30 | Cython==0.29.32
datashader==0.14.1 | datashader==0.14.2
datatile==1.0.1 | datatile==1.0.3
deap==1.3.1 | deap==1.3.3
earthengine-api==0.1.317 | earthengine-api==0.1.320
esda==2.4.1 | esda==2.4.3
etils==0.6.0 | etils==0.7.1
fastai==2.7.7 | fastai==2.7.9
fastapi==0.79.0 | fastapi==0.79.1
fastavro==1.5.3 | fastavro==1.6.0
fastcore==1.5.6 | fastcore==1.5.21
fastprogress==1.0.2 | fastprogress==1.0.3
fitter==1.4.0 | fitter==1.4.1
Flask==2.1.3 | Flask==2.2.2
flax==0.5.2 | flax==0.6.0
frozendict==2.3.2 | frozendict==2.3.4
fsspec==2022.5.0 | fsspec==2022.7.1
gym==0.25.0 | gym==0.25.2
gym-notices==0.0.7 | gym-notices==0.0.8
h2o==3.36.1.3 | h2o==3.36.1.4
holidays==0.14.2 | holidays==0.15
humanize==4.2.3 | humanize==4.3.0
jax==0.3.14 | jax==0.3.16
jaxlib==0.3.14+cuda11.cudnn805 | jaxlib==0.3.15+cuda11.cudnn805
MarkupSafe==2.0.1 | MarkupSafe==2.1.1
matplotlib==3.5.2 | matplotlib==3.5.3
mne==1.0.3 | mne==1.1.0
more-itertools==8.13.0 | more-itertools==8.14.0
murmurhash==1.0.7 | murmurhash==1.0.8
ortools==9.3.10497 | ortools==9.4.1874
pandarallel==1.6.1 | pandarallel==1.6.3
partd==1.2.0 | partd==1.3.0
pbr==5.9.0 | pbr==5.10.0
plotly==5.9.0 | plotly==5.10.0
preshed==3.0.6 | preshed==3.0.7
py4j==0.10.9.5 | py4j==0.10.9.7
PyAstronomy==0.17.1 | PyAstronomy==0.18.0
pyshp==2.3.0 | pyshp==2.3.1
pytesseract==0.3.9 | pytesseract==0.3.10
pytoolconfig==1.2.1 | pytoolconfig==1.2.2
pytorch-lightning==1.6.5 | pytorch-lightning==1.7.2
pyviz-comms==2.2.0 | pyviz-comms==2.2.1
rasterstats==0.16.0 | rasterstats==0.17.0
resampy==0.3.1 | resampy==0.4.0
rope==1.2.0 | rope==1.3.0
s3fs==2022.5.0 | s3fs==2022.7.1
sentencepiece==0.1.96 | sentencepiece==0.1.97
sentry-sdk==1.7.2 | sentry-sdk==1.9.5
setproctitle==1.2.3 | setproctitle==1.3.2
six==1.16.0 | six==1.15.0
spacy-legacy==3.0.9 | spacy-legacy==3.0.10
srsly==2.4.3 | srsly==2.4.4
tensorboard==2.6.0 | tensorboard==2.10.0
> tensorflow-decision-forests==0.2.0
tomlkit==0.11.1 | tomlkit==0.11.4
torchmetrics==0.9.2 | torchmetrics==0.9.3
traceml==1.0.1 | traceml==1.0.3
typing_extensions==4.1.1 | typing_extensions==4.3.0
tzdata==2022.1 | tzdata==2022.2
urllib3==1.26.9 | urllib3==1.26.12
vaex==4.9.2 | vaex==4.11.1
vaex-core==4.9.2 | vaex-core==4.11.1
vaex-hdf5==0.12.2 | vaex-hdf5==0.12.3
vaex-ml==0.17.0 | vaex-ml==0.18.0
virtualenv==20.15.1 | virtualenv==20.16.3
vowpalwabbit==9.2.0 | vowpalwabbit==9.3.0
Wand==0.6.8 | Wand==0.6.10
wasabi==0.9.1 | wasabi==0.10.1
watchfiles==0.15.0 | watchfiles==0.16.1
Werkzeug==2.1.2 | Werkzeug==2.2.2
wrapt==1.14.1 | wrapt==1.12.1
wslink==1.6.6 | wslink==1.7.0
yellowbrick==1.4 | yellowbrick==1.5
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libfreetype-dev:amd64==2.10.1-2ubuntu0.1 | libfreetype-dev:amd64==2.10.1-2ubuntu0.2
libfreetype6:amd64==2.10.1-2ubuntu0.1 | libfreetype6:amd64==2.10.1-2ubuntu0.2
libfreetype6-dev:amd64==2.10.1-2ubuntu0.1 | libfreetype6-dev:amd64==2.10.1-2ubuntu0.2
openjdk-11-jre-headless:amd64==11.0.15+10-0ubuntu0.20.04.1 | openjdk-11-jre-headless:amd64==11.0.16+8-0ubuntu1~20.04
v119 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v119
== Comparing pip list --format=freeze ==
absl-py==1.0.0 | absl-py==1.1.0
accelerate==0.10.0 | accelerate==0.11.0
albumentations==1.2.0 | albumentations==1.2.1
alembic==1.8.0 | alembic==1.8.1
allennlp==2.9.3 | allennlp==2.10.0
apache-beam==2.39.0 | apache-beam==2.40.0
astroid==2.11.6 | astroid==2.11.7
Babel==2.10.1 | Babel==2.10.3
black==22.3.0 | black==22.6.0
bleach==5.0.0 | bleach==5.0.1
boto3==1.24.20 | boto3==1.24.33
botocore==1.27.20 | botocore==1.27.33
cached-path==1.1.4 | cached-path==1.1.5
catalogue==1.0.0 | catalogue==2.0.7
cftime==1.6.0 | cftime==1.6.1
chardet==4.0.0 | chardet==5.0.0
charset-normalizer==2.0.12 | charset-normalizer==2.1.0
cmd2==2.4.1 | cmd2==2.4.2
cmdstanpy==1.0.3 | cmdstanpy==1.0.4
colorama==0.4.4 | colorama==0.4.5
confuse==1.7.0 <
cookiecutter==1.7.3 | cookiecutter==2.1.1
cytoolz==0.11.2 | cytoolz==0.12.0
docutils==0.18.1 | docutils==0.19
earthengine-api==0.1.316 | earthengine-api==0.1.317
emoji==1.7.0 | emoji==2.0.0
en-core-web-lg==2.3.1 | en-core-web-lg==3.3.0
en-core-web-sm==2.3.1 | en-core-web-sm==3.3.0
fastai==2.7.4 | fastai==2.7.7
fastapi==0.78.0 | fastapi==0.79.0
fastavro==1.4.12 | fastavro==1.5.2
fastcore==1.4.5 | fastcore==1.5.6
fastdownload==0.0.6 | fastdownload==0.0.7
featuretools==1.10.0 | featuretools==1.11.1
filelock==3.6.0 | filelock==3.7.1
Flask==2.1.2 | Flask==2.1.3
google-api-core==1.31.6 | google-api-core==1.32.0
google-api-python-client==2.48.0 | google-api-python-client==1.12.11
google-cloud-appengine-logging==1.1.1 | google-cloud-appengine-logging==1.1.2
google-cloud-audit-log==0.2.0 | google-cloud-audit-log==0.2.2
google-cloud-bigtable==2.9.0 | google-cloud-bigtable==2.10.1
google-cloud-core==1.7.2 | google-cloud-core==1.7.3
google-cloud-dataproc==4.0.2 | google-cloud-dataproc==4.0.3
google-cloud-datastore==2.6.0 | google-cloud-datastore==2.7.1
google-cloud-dlp==3.7.0 | google-cloud-dlp==3.7.1
google-cloud-firestore==2.5.0 | google-cloud-firestore==2.5.3
google-cloud-kms==2.11.1 | google-cloud-kms==2.11.2
google-cloud-language==2.4.2 | google-cloud-language==2.4.3
google-cloud-logging==3.1.1 | google-cloud-logging==3.1.2
google-cloud-monitoring==2.9.1 | google-cloud-monitoring==2.9.2
google-cloud-pubsub==2.12.1 | google-cloud-pubsub==2.13.0
google-cloud-resource-manager==1.5.0 | google-cloud-resource-manager==1.5.1
google-cloud-scheduler==2.6.3 | google-cloud-scheduler==2.6.4
google-cloud-spanner==3.14.0 | google-cloud-spanner==3.15.1
google-cloud-speech==2.14.0 | google-cloud-speech==2.14.1
google-cloud-storage==2.1.0 | google-cloud-storage==1.44.0
google-cloud-tasks==2.9.0 | google-cloud-tasks==2.9.1
google-cloud-translate==3.7.3 | google-cloud-translate==3.7.4
google-cloud-videointelligence==2.7.0 | google-cloud-videointelligence==2.7.1
google-cloud-vision==2.7.2 | google-cloud-vision==2.7.3
googleapis-common-protos==1.56.1 | googleapis-common-protos==1.56.3
grpcio-status==1.46.3 | grpcio-status==1.47.0
gym==0.24.1 | gym==0.25.0
h2o==3.36.1.2 | h2o==3.36.1.3
h5py==3.1.0 | h5py==3.7.0
haversine==2.5.1 | haversine==2.6.0
holoviews==1.14.9 | holoviews==1.15.0
imageio==2.19.2 | imageio==2.19.3
importlib-resources==5.7.1 | importlib-resources==5.8.0
ipykernel==6.13.0 | ipykernel==6.15.0
ipyleaflet==0.16.0 | ipyleaflet==0.17.0
ipywidgets==7.7.0 | ipywidgets==7.7.1
iso3166==2.0.2 | iso3166==2.1.1
joblib==1.1.0 | joblib==1.0.1
jsonschema==4.5.1 | jsonschema==4.6.1
jupyter-client==7.3.1 | jupyter-client==7.3.4
jupyter-console==6.4.3 | jupyter-console==6.4.4
jupyter-server==1.17.0 | jupyter-server==1.18.0
jupyterlab-widgets==1.1.0 | jupyterlab-widgets==1.1.1
kaggle-environments==1.9.10 | kaggle-environments==1.9.11
keyring==23.5.1 | keyring==23.6.0
kiwisolver==1.4.2 | kiwisolver==1.4.3
kubernetes==23.6.0 | kubernetes==24.2.0
lxml==4.9.0 | lxml==4.9.1
Mako==1.2.0 | Mako==1.2.1
nltk==3.2.4 | nltk==3.7
notebook==6.4.11 | notebook==6.4.12
numba==0.55.1 | numba==0.55.2
optax==0.1.2 | optax==0.1.3
orjson==3.6.8 | orjson==3.7.5
pandas-profiling==2.4.0 | pandas-profiling==3.1.0
pip==22.1.1 | pip==22.1.2
plac==1.1.3 <
portalocker==2.4.0 | portalocker==2.5.1
poyo==0.5.0 <
prompt-toolkit==3.0.29 | prompt-toolkit==3.0.30
proto-plus==1.20.4 | proto-plus==1.20.6
pudb==2022.1.1 | pudb==2022.1.2
pybind11==2.9.2 | pybind11==2.10.0
pylint==2.14.4 | pylint==2.14.5
python-lsp-server==1.4.1 | python-lsp-server==1.5.0
pytoolconfig==1.1.2 | pytoolconfig==1.2.1
pytorch-lightning==1.6.4 | pytorch-lightning==1.6.5
pyzmq==23.0.0 | pyzmq==23.2.0
qtconsole==5.3.0 | qtconsole==5.3.1
randomgen==1.21.2 | randomgen==1.23.1
requests==2.27.1 | requests==2.28.1
resampy==0.3.0 | resampy==0.3.1
rich==12.4.4 | rich==12.1.0
scikit-image==0.18.3 | scikit-image==0.19.3
sentry-sdk==1.6.0 | sentry-sdk==1.7.2
spacy==2.3.7 | spacy==3.3.1
spacy-loggers==1.0.2 | spacy-loggers==1.0.3
SQLAlchemy==1.4.36 | SQLAlchemy==1.4.39
srsly==1.0.5 | srsly==2.4.3
tangled-up-in-unicode==0.2.0 | tangled-up-in-unicode==0.1.0
tensorflow-metadata==1.8.0 | tensorflow-metadata==1.9.0
tensorflow-serving-api==2.8.0 | tensorflow-serving-api==2.9.0
tensorflow-transform==1.8.0 | tensorflow-transform==1.9.0
tfx-bsl==1.8.0 | tfx-bsl==1.9.0
thinc==7.4.5 | thinc==8.0.17
tomlkit==0.11.0 | tomlkit==0.11.1
traitlets==5.2.1.post0 | traitlets==5.3.0
transformers==4.18.0 | transformers==4.20.1
typer==0.4.1 | typer==0.4.2
virtualenv==20.14.1 | virtualenv==20.15.1
visions==0.7.5 | visions==0.7.4
vowpalwabbit==9.1.0 | vowpalwabbit==9.2.0
Wand==0.6.7 | Wand==0.6.8
wandb==0.12.20 | wandb==0.12.21
websocket-client==1.3.2 | websocket-client==1.3.3
> whatthepatch==1.0.2
widgetsnbextension==3.6.0 | widgetsnbextension==3.6.1
wslink==1.6.5 | wslink==1.6.6
xai-tabular-widget==0.1.0 <
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
apt==2.0.8 | apt==2.0.9
apt-transport-https==2.0.8 | apt-transport-https==2.0.9
apt-utils==2.0.8 | apt-utils==2.0.9
ca-certificates==20210119~20.04.2 | ca-certificates==20211016~20.04.1
curl==7.68.0-1ubuntu2.11 | curl==7.68.0-1ubuntu2.12
dpkg==1.19.7ubuntu3 | dpkg==1.19.7ubuntu3.2
dpkg-dev==1.19.7ubuntu3 | dpkg-dev==1.19.7ubuntu3.2
gcsfuse==0.41.1 | gcsfuse==0.41.4
google-cloud-sdk==387.0.0-0 | google-cloud-sdk==392.0.0-0
kmod==27-1ubuntu2 | kmod==27-1ubuntu2.1
libapt-pkg6.0:amd64==2.0.8 | libapt-pkg6.0:amd64==2.0.9
libc-bin==2.31-0ubuntu9.7 | libc-bin==2.31-0ubuntu9.9
libcups2:amd64==2.3.1-9ubuntu1.1 | libcups2:amd64==2.3.1-9ubuntu1.2
libcurl3-gnutls:amd64==7.68.0-1ubuntu2.11 | libcurl3-gnutls:amd64==7.68.0-1ubuntu2.12
libcurl4:amd64==7.68.0-1ubuntu2.11 | libcurl4:amd64==7.68.0-1ubuntu2.12
libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.11 | libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.12
libdpkg-perl==1.19.7ubuntu3 | libdpkg-perl==1.19.7ubuntu3.2
libkeyutils1:amd64==1.6-6ubuntu1 | libkeyutils1:amd64==1.6-6ubuntu1.1
libkmod2:amd64==27-1ubuntu2 | libkmod2:amd64==27-1ubuntu2.1
libnss3:amd64==2:3.49.1-1ubuntu1.7 | libnss3:amd64==2:3.49.1-1ubuntu1.8
libpcre3:amd64==2:8.39-12build1 | libpcre3:amd64==2:8.39-12ubuntu0.1
libsepol1:amd64==3.0-1 | libsepol1:amd64==3.0-1ubuntu0.1
libssl1.1:amd64==1.1.1f-1ubuntu2.13 | libssl1.1:amd64==1.1.1f-1ubuntu2.15
libudev1:amd64==245.4-4ubuntu3.16 | libudev1:amd64==245.4-4ubuntu3.17
linux-libc-dev:amd64==5.4.0-113.127 | linux-libc-dev:amd64==5.4.0-121.137
login==1:4.8.1-1ubuntu5.20.04.1 | login==1:4.8.1-1ubuntu5.20.04.2
openssl==1.1.1f-1ubuntu2.13 | openssl==1.1.1f-1ubuntu2.15
passwd==1:4.8.1-1ubuntu5.20.04.1 | passwd==1:4.8.1-1ubuntu5.20.04.2
xserver-common==2:1.20.13-1ubuntu1~20.04.2 | xserver-common==2:1.20.13-1ubuntu1~20.04.3
xvfb==2:1.20.13-1ubuntu1~20.04.2 | xvfb==2:1.20.13-1ubuntu1~20.04.3