Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
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
v119 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/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
cmake==3.22.4 | cmake==3.22.5
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
distlib==0.3.4 | distlib==0.3.5
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==1.5.2 | fastavro==1.5.3
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-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
jaxlib==0.3.14 | jaxlib==0.3.14+cuda11.cudnn805
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
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
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
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
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
libnvinfer-plugin8==8.2.5-1+cuda11.4 | libnvinfer-plugin8==8.4.1-1+cuda11.6
libnvinfer8==8.2.5-1+cuda11.4 | libnvinfer8==8.4.1-1+cuda11.6
libnvonnxparsers8==8.2.5-1+cuda11.4 | libnvonnxparsers8==8.4.1-1+cuda11.6
libnvparsers8==8.2.5-1+cuda11.4 | libnvparsers8==8.4.1-1+cuda11.6
python3-libnvinfer==8.2.5-1+cuda11.4 | python3-libnvinfer==8.4.1-1+cuda11.6
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
v118 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v118
== Comparing pip list --format=freeze ==
aiobotocore==2.3.3 | aiobotocore==2.3.4
asgiref==3.5.2 <
blis==0.7.7 | blis==0.7.8
boto3==1.24.10 | boto3==1.24.20
botocore==1.27.10 | botocore==1.27.20
cached-path==1.1.3 | cached-path==1.1.4
cesium==0.9.12 | cesium==0.10.1
cmdstanpy==0.9.68 | cmdstanpy==1.0.3
cupy-cuda110==10.5.0 | cupy-cuda110==10.6.0
daal==2021.5.3 | daal==2021.6.0
daal4py==2021.5.3 | daal4py==2021.6.3
datashader==0.14.0 | datashader==0.14.1
datatile==1.0.0 | datatile==1.0.1
earthengine-api==0.1.315 | earthengine-api==0.1.316
> etils==0.6.0
fastai==2.6.3 | fastai==2.7.4
fastavro==1.5.1 | fastavro==1.5.2
fastcore==1.4.4 | fastcore==1.4.5
featuretools==1.9.2 | featuretools==1.10.0
flax==0.5.1 | flax==0.5.2
huggingface-hub==0.7.0 | huggingface-hub==0.8.1
humanize==4.1.0 | humanize==4.2.3
importlib-metadata==4.11.4 | importlib-metadata==4.12.0
jax==0.3.13 | jax==0.3.14
jaxlib==0.3.10+cuda11.cudnn805 | jaxlib==0.3.14
jmespath==1.0.0 | jmespath==1.0.1
librosa==0.9.1 | librosa==0.9.2
netCDF4==1.5.8 | netCDF4==1.6.0
nibabel==3.2.2 | nibabel==4.0.1
nnabla==1.28.0 | nnabla==1.29.0
nnabla-ext-cuda110==1.28.0 | nnabla-ext-cuda110==1.29.0
numexpr==2.8.1 | numexpr==2.8.3
onnx==1.11.0 | onnx==1.12.0
openslide-python==1.1.2 | openslide-python==1.2.0
param==1.12.1 | param==1.12.2
pathy==0.6.1 | pathy==0.6.2
plotly==5.8.2 | plotly==5.9.0
prophet==1.0.1 | prophet==1.1
protobuf==3.20.1 | protobuf==3.19.4
PyArabic==0.6.14 | PyArabic==0.6.15
pycuda==2021.1 | pycuda==2022.1
pylint==2.14.2 | pylint==2.14.4
pyocr==0.8.2 | pyocr==0.8.3
pystan==2.19.1.1 <
pytools==2022.1.9 | pytoolconfig==1.1.2
> pytools==2022.1.12
resampy==0.2.2 | resampy==0.3.0
rope==1.1.1 | rope==1.2.0
scikit-learn-intelex==2021.5.3 | scikit-learn-intelex==2021.6.3
segregation==2.2.3 | segregation==2.3.1
sentry-sdk==1.5.12 | sentry-sdk==1.6.0
tabulate==0.8.9 | tabulate==0.8.10
torchmetrics==0.9.1 | torchmetrics==0.9.2
traceml==1.0.0 | traceml==1.0.1
uvicorn==0.17.6 | uvicorn==0.18.2
virtualenv==20.14.1 | virtualenv==20.15.1
wandb==0.12.18 | wandb==0.12.20
watchgod==0.8.2 | watchfiles==0.15.0
wfdb==3.4.1 | wfdb==4.0.0
woodwork==0.16.3 | woodwork==0.16.4
wordcloud==1.8.1 | wordcloud==1.8.2.2
xyzservices==2022.4.0 | xyzservices==2022.6.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
> p7zip==16.02+dfsg-7build1
> p7zip-full==16.02+dfsg-7build1
v118 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v118
== Comparing pip list --format=freeze ==
aiobotocore==2.3.3 | aiobotocore==2.3.4
asgiref==3.5.2 <
blis==0.7.7 | blis==0.7.8
boto3==1.24.10 | boto3==1.24.20
botocore==1.27.10 | botocore==1.27.20
cached-path==1.1.3 | cached-path==1.1.4
cesium==0.9.12 | cesium==0.10.1
cmdstanpy==0.9.68 | cmdstanpy==1.0.3
daal==2021.5.3 | daal==2021.6.0
daal4py==2021.5.3 | daal4py==2021.6.3
datashader==0.14.0 | datashader==0.14.1
datatile==1.0.0 | datatile==1.0.1
earthengine-api==0.1.315 | earthengine-api==0.1.316
> etils==0.6.0
fastai==2.6.3 | fastai==2.7.4
fastcore==1.4.4 | fastcore==1.4.5
featuretools==1.9.2 | featuretools==1.10.0
flax==0.5.1 | flax==0.5.2
huggingface-hub==0.7.0 | huggingface-hub==0.8.1
humanize==4.1.0 | humanize==4.2.3
importlib-metadata==4.11.4 | importlib-metadata==4.12.0
jax==0.3.13 | jax==0.3.14
jaxlib==0.3.10 | jaxlib==0.3.14
jmespath==1.0.0 | jmespath==1.0.1
librosa==0.9.1 | librosa==0.9.2
netCDF4==1.5.8 | netCDF4==1.6.0
nibabel==3.2.2 | nibabel==4.0.1
nnabla==1.28.0 | nnabla==1.29.0
numexpr==2.8.1 | numexpr==2.8.3
onnx==1.11.0 | onnx==1.12.0
openslide-python==1.1.2 | openslide-python==1.2.0
param==1.12.1 | param==1.12.2
pathy==0.6.1 | pathy==0.6.2
plotly==5.8.2 | plotly==5.9.0
prophet==1.0.1 | prophet==1.1
protobuf==3.20.1 | protobuf==3.19.4
PyArabic==0.6.14 | PyArabic==0.6.15
pylint==2.14.2 | pylint==2.14.4
pyocr==0.8.2 | pyocr==0.8.3
pystan==2.19.1.1 <
> pytoolconfig==1.1.2
resampy==0.2.2 | resampy==0.3.0
rope==1.1.1 | rope==1.2.0
scikit-learn-intelex==2021.5.3 | scikit-learn-intelex==2021.6.3
segregation==2.2.3 | segregation==2.3.1
sentry-sdk==1.5.12 | sentry-sdk==1.6.0
tabulate==0.8.9 | tabulate==0.8.10
torchmetrics==0.9.1 | torchmetrics==0.9.2
traceml==1.0.0 | traceml==1.0.1
uvicorn==0.17.6 | uvicorn==0.18.2
wandb==0.12.18 | wandb==0.12.20
watchgod==0.8.2 | watchfiles==0.15.0
wfdb==3.4.1 | wfdb==4.0.0
woodwork==0.16.3 | woodwork==0.16.4
wordcloud==1.8.1 | wordcloud==1.8.2.2
xyzservices==2022.4.0 | xyzservices==2022.6.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
> p7zip==16.02+dfsg-7build1
> p7zip-full==16.02+dfsg-7build1
v117 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v117
== Comparing pip list --format=freeze ==
accelerate==0.9.0 | accelerate==0.10.0
access==1.1.7 | access==1.1.8
aiobotocore==2.3.2 | aiobotocore==2.3.3
albumentations==1.1.0 | albumentations==1.2.0
alembic==1.7.7 | alembic==1.8.0
apache-beam==2.38.0 | apache-beam==2.39.0
astroid==2.11.5 | astroid==2.11.6
autopage==0.5.0 | autopage==0.5.1
boto3==1.23.7 | boto3==1.24.10
botocore==1.26.7 | botocore==1.27.10
cached-path==1.1.2 | cached-path==1.1.3
catalogue==2.0.7 | catalogue==1.0.0
category-encoders==2.4.1 | category-encoders==2.5.0
certifi==2022.5.18.1 | certifi==2022.6.15
cloudpickle==2.0.0 | cloudpickle==2.1.0
conda==4.12.0 | conda==4.13.0
cryptography==36.0.2 | cryptography==37.0.2
cupy-cuda110==10.4.0 | cupy-cuda110==10.5.0
earthengine-api==0.1.310 | earthengine-api==0.1.315
easyocr==1.4.2 | easyocr==1.5.0
en-core-web-lg==3.2.0 | en-core-web-lg==2.3.1
en-core-web-sm==3.2.0 | en-core-web-sm==2.3.1
fastavro==1.4.12 | fastavro==1.5.1
fastcore==1.4.3 | fastcore==1.4.4
featuretools==1.9.0 | featuretools==1.9.2
flax==0.5.0 | flax==0.5.1
gcsfs==2022.3.0 | gcsfs==2022.5.0
google-api-core==1.31.5 | google-api-core==1.31.6
google-cloud-datastore==2.5.1 | google-cloud-datastore==2.6.0
google-cloud-dlp==3.6.2 | google-cloud-dlp==3.7.0
google-cloud-firestore==2.4.0 | google-cloud-firestore==2.5.0
google-cloud-language==2.4.1 | google-cloud-language==2.4.2
google-cloud-logging==3.0.0 | google-cloud-logging==3.1.1
google-cloud-resource-manager==1.4.1 | google-cloud-resource-manager==1.5.0
google-cloud-speech==2.13.1 | google-cloud-speech==2.14.0
google-cloud-translate==3.7.2 | google-cloud-translate==3.7.3
grpcio-status==1.46.1 | grpcio-status==1.46.3
gym==0.23.1 | gym==0.24.1
gym-notices==0.0.6 | gym-notices==0.0.7
h2o==3.36.1.1 | h2o==3.36.1.2
holidays==0.13 | holidays==0.14.2
huggingface-hub==0.5.1 | huggingface-hub==0.7.0
igraph==0.9.10 | igraph==0.9.11
imageio==2.19.1 | imageio==2.19.2
keyring==23.5.0 | keyring==23.5.1
llvmlite==0.38.0 | llvmlite==0.38.1
lxml==4.8.0 | lxml==4.9.0
mlxtend==0.19.0 | mlxtend==0.20.0
mpld3==0.5.7 | mpld3==0.5.8
msgpack==1.0.3 | msgpack==1.0.4
msgpack-numpy==0.4.7.1 | msgpack-numpy==0.4.8
> onnx==1.11.0
optuna==2.10.0 | optuna==2.10.1
Pillow==9.1.0 | Pillow==9.1.1
pip==22.1 | pip==22.1.1
> plac==1.1.3
plotly==5.8.0 | plotly==5.8.2
proto-plus==1.20.3 | proto-plus==1.20.4
psutil==5.9.0 | psutil==5.9.1
pylint==2.13.9 | pylint==2.14.2
python-igraph==0.9.10 | python-igraph==0.9.11
python-utils==3.2.3 | python-utils==3.3.3
pytorch-lightning==1.6.3 | pytorch-lightning==1.6.4
pyzmq==22.3.0 | pyzmq==23.0.0
ray==1.12.1 | ray==1.13.0
rope==1.0.0 | rope==1.1.1
s3transfer==0.5.2 | s3transfer==0.6.0
scikit-image==0.19.2 | scikit-image==0.18.3
shap==0.40.0 | shap==0.41.0
spacy==3.2.4 | spacy==2.3.7
spopt==0.3.0 | spopt==0.4.1
srsly==2.4.3 | srsly==1.0.5
tensorboardX==2.5 | tensorboardX==2.5.1
terminado==0.13.3 | terminado==0.15.0
thinc==8.0.16 | thinc==7.4.5
> tomlkit==0.11.0
torchmetrics==0.8.2 | torchmetrics==0.9.1
traitlets==5.2.0 | traitlets==5.2.1.post0
typed-ast==1.5.3 | typed-ast==1.5.4
typing_extensions==4.2.0 | typing_extensions==4.1.1
ujson==5.2.0 | ujson==5.3.0
vaex==4.9.1 | vaex==4.9.2
vaex-core==4.9.1 | vaex-core==4.9.2
vaex-hdf5==0.12.1 | vaex-hdf5==0.12.2
vaex-jupyter==0.7.0 | vaex-jupyter==0.8.0
vaex-viz==0.5.1 | vaex-viz==0.5.2
wandb==0.12.16 | wandb==0.12.18
wslink==1.6.4 | wslink==1.6.5
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
apt==2.0.6 | apt==2.0.8
apt-transport-https==2.0.6 | apt-transport-https==2.0.8
apt-utils==2.0.6 | apt-utils==2.0.8
cuda-compat-11-0==450.172.01-1 | cuda-compat-11-0==450.191.01-1
ffmpeg==7:4.2.4-1ubuntu0.1 | ffmpeg==7:4.2.7-0ubuntu0.1
google-cloud-sdk==385.0.0-0 | google-cloud-sdk==387.0.0-0
libapt-pkg6.0:amd64==2.0.6 | libapt-pkg6.0:amd64==2.0.8
libavcodec58:amd64==7:4.2.4-1ubuntu0.1 | libavcodec58:amd64==7:4.2.7-0ubuntu0.1
libavdevice58:amd64==7:4.2.4-1ubuntu0.1 | libavdevice58:amd64==7:4.2.7-0ubuntu0.1
libavfilter7:amd64==7:4.2.4-1ubuntu0.1 | libavfilter7:amd64==7:4.2.7-0ubuntu0.1
libavformat58:amd64==7:4.2.4-1ubuntu0.1 | libavformat58:amd64==7:4.2.7-0ubuntu0.1
libavresample4:amd64==7:4.2.4-1ubuntu0.1 | libavresample4:amd64==7:4.2.7-0ubuntu0.1
libavutil56:amd64==7:4.2.4-1ubuntu0.1 | libavutil56:amd64==7:4.2.7-0ubuntu0.1
libc-dev-bin==2.31-0ubuntu9.7 | libc-dev-bin==2.31-0ubuntu9.9
libc6:amd64==2.31-0ubuntu9.7 | libc6:amd64==2.31-0ubuntu9.9
libc6-dev:amd64==2.31-0ubuntu9.7 | libc6-dev:amd64==2.31-0ubuntu9.9
libldap-2.4-2:amd64==2.4.49+dfsg-2ubuntu1.8 | libldap-2.4-2:amd64==2.4.49+dfsg-2ubuntu1.9
libldap-common==2.4.49+dfsg-2ubuntu1.8 | libldap-common==2.4.49+dfsg-2ubuntu1.9
libpostproc55:amd64==7:4.2.4-1ubuntu0.1 | libpostproc55:amd64==7:4.2.7-0ubuntu0.1
libsqlite3-0:amd64==3.31.1-4ubuntu0.2 | libsqlite3-0:amd64==3.31.1-4ubuntu0.3
libssl1.1:amd64==1.1.1f-1ubuntu2.12 | libssl1.1:amd64==1.1.1f-1ubuntu2.13
libswresample3:amd64==7:4.2.4-1ubuntu0.1 | libswresample3:amd64==7:4.2.7-0ubuntu0.1
libswscale5:amd64==7:4.2.4-1ubuntu0.1 | libswscale5:amd64==7:4.2.7-0ubuntu0.1
libtiff5:amd64==4.1.0+git191117-2ubuntu0.20.04.2 | libtiff5:amd64==4.1.0+git191117-2ubuntu0.20.04.3
libxml2:amd64==2.9.10+dfsg-5ubuntu0.20.04.2 | libxml2:amd64==2.9.10+dfsg-5ubuntu0.20.04.3
linux-libc-dev:amd64==5.4.0-109.123 | linux-libc-dev:amd64==5.4.0-110.124
openssl==1.1.1f-1ubuntu2.12 | openssl==1.1.1f-1ubuntu2.13
v117 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v117
== Comparing pip list --format=freeze ==
accelerate==0.9.0 | accelerate==0.10.0
access==1.1.7 | access==1.1.8
aiobotocore==2.3.2 | aiobotocore==2.3.3
albumentations==1.1.0 | albumentations==1.2.0
alembic==1.7.7 | alembic==1.8.0
apache-beam==2.38.0 | apache-beam==2.39.0
astroid==2.11.5 | astroid==2.11.6
autopage==0.5.0 | autopage==0.5.1
boto3==1.23.6 | boto3==1.24.10
botocore==1.26.7 | botocore==1.27.10
cached-path==1.1.2 | cached-path==1.1.3
catalogue==2.0.7 | catalogue==1.0.0
category-encoders==2.4.1 | category-encoders==2.5.0
certifi==2022.5.18.1 | certifi==2022.6.15
cloudpickle==2.0.0 | cloudpickle==2.1.0
conda==4.12.0 | conda==4.13.0
cryptography==36.0.2 | cryptography==37.0.2
earthengine-api==0.1.310 | earthengine-api==0.1.315
easyocr==1.4.2 | easyocr==1.5.0
en-core-web-lg==3.2.0 | en-core-web-lg==2.3.1
en-core-web-sm==3.2.0 | en-core-web-sm==2.3.1
fastavro==1.4.11 | fastavro==1.4.12
fastcore==1.4.3 | fastcore==1.4.4
featuretools==1.9.0 | featuretools==1.9.2
flax==0.5.0 | flax==0.5.1
gcsfs==2022.3.0 | gcsfs==2022.5.0
google-api-core==1.31.5 | google-api-core==1.31.6
google-api-python-client==1.12.11 | google-api-python-client==2.48.0
google-cloud-datastore==2.5.1 | google-cloud-datastore==2.6.0
google-cloud-dlp==3.6.2 | google-cloud-dlp==3.7.0
google-cloud-firestore==2.4.0 | google-cloud-firestore==2.5.0
google-cloud-language==2.4.1 | google-cloud-language==2.4.2
google-cloud-logging==3.0.0 | google-cloud-logging==3.1.1
google-cloud-resource-manager==1.4.1 | google-cloud-resource-manager==1.5.0
google-cloud-speech==2.13.1 | google-cloud-speech==2.14.0
google-cloud-translate==3.7.2 | google-cloud-translate==3.7.3
grpcio-status==1.46.1 | grpcio-status==1.46.3
gym==0.23.1 | gym==0.24.1
gym-notices==0.0.6 | gym-notices==0.0.7
h2o==3.36.1.1 | h2o==3.36.1.2
holidays==0.13 | holidays==0.14.2
huggingface-hub==0.5.1 | huggingface-hub==0.7.0
igraph==0.9.10 | igraph==0.9.11
imageio==2.19.1 | imageio==2.19.2
keyring==23.5.0 | keyring==23.5.1
llvmlite==0.38.0 | llvmlite==0.38.1
lxml==4.8.0 | lxml==4.9.0
mlxtend==0.19.0 | mlxtend==0.20.0
mpld3==0.5.7 | mpld3==0.5.8
msgpack==1.0.3 | msgpack==1.0.4
msgpack-numpy==0.4.7.1 | msgpack-numpy==0.4.8
> onnx==1.11.0
optuna==2.10.0 | optuna==2.10.1
Pillow==9.1.0 | Pillow==9.1.1
pip==22.1 | pip==22.1.1
> plac==1.1.3
plotly==5.8.0 | plotly==5.8.2
proto-plus==1.20.3 | proto-plus==1.20.4
psutil==5.9.0 | psutil==5.9.1
pylint==2.13.9 | pylint==2.14.2
python-igraph==0.9.10 | python-igraph==0.9.11
python-utils==3.2.3 | python-utils==3.3.3
pytorch-lightning==1.6.3 | pytorch-lightning==1.6.4
pyzmq==22.3.0 | pyzmq==23.0.0
ray==1.12.1 | ray==1.13.0
rope==1.0.0 | rope==1.1.1
s3transfer==0.5.2 | s3transfer==0.6.0
scikit-image==0.19.2 | scikit-image==0.18.3
shap==0.40.0 | shap==0.41.0
spacy==3.2.4 | spacy==2.3.7
spopt==0.3.0 | spopt==0.4.1
srsly==2.4.3 | srsly==1.0.5
tensorboardX==2.5 | tensorboardX==2.5.1
terminado==0.13.3 | terminado==0.15.0
thinc==8.0.16 | thinc==7.4.5
> tomlkit==0.11.0
torchmetrics==0.8.2 | torchmetrics==0.9.1
traitlets==5.2.0 | traitlets==5.2.1.post0
typed-ast==1.5.3 | typed-ast==1.5.4
typing_extensions==4.2.0 | typing_extensions==4.1.1
ujson==5.2.0 | ujson==5.3.0
vaex==4.9.1 | vaex==4.9.2
vaex-core==4.9.1 | vaex-core==4.9.2
vaex-hdf5==0.12.1 | vaex-hdf5==0.12.2
vaex-jupyter==0.7.0 | vaex-jupyter==0.8.0
vaex-viz==0.5.1 | vaex-viz==0.5.2
wandb==0.12.16 | wandb==0.12.18
wslink==1.6.4 | wslink==1.6.5
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
apt==2.0.6 | apt==2.0.8
apt-transport-https==2.0.6 | apt-transport-https==2.0.8
apt-utils==2.0.6 | apt-utils==2.0.8
ffmpeg==7:4.2.4-1ubuntu0.1 | ffmpeg==7:4.2.7-0ubuntu0.1
google-cloud-sdk==385.0.0-0 | google-cloud-sdk==387.0.0-0
libapt-pkg6.0:amd64==2.0.6 | libapt-pkg6.0:amd64==2.0.8
libavcodec58:amd64==7:4.2.4-1ubuntu0.1 | libavcodec58:amd64==7:4.2.7-0ubuntu0.1
libavdevice58:amd64==7:4.2.4-1ubuntu0.1 | libavdevice58:amd64==7:4.2.7-0ubuntu0.1
libavfilter7:amd64==7:4.2.4-1ubuntu0.1 | libavfilter7:amd64==7:4.2.7-0ubuntu0.1
libavformat58:amd64==7:4.2.4-1ubuntu0.1 | libavformat58:amd64==7:4.2.7-0ubuntu0.1
libavresample4:amd64==7:4.2.4-1ubuntu0.1 | libavresample4:amd64==7:4.2.7-0ubuntu0.1
libavutil56:amd64==7:4.2.4-1ubuntu0.1 | libavutil56:amd64==7:4.2.7-0ubuntu0.1
libldap-2.4-2:amd64==2.4.49+dfsg-2ubuntu1.8 | libldap-2.4-2:amd64==2.4.49+dfsg-2ubuntu1.9
libldap-common==2.4.49+dfsg-2ubuntu1.8 | libldap-common==2.4.49+dfsg-2ubuntu1.9
libpostproc55:amd64==7:4.2.4-1ubuntu0.1 | libpostproc55:amd64==7:4.2.7-0ubuntu0.1
libswresample3:amd64==7:4.2.4-1ubuntu0.1 | libswresample3:amd64==7:4.2.7-0ubuntu0.1
libswscale5:amd64==7:4.2.4-1ubuntu0.1 | libswscale5:amd64==7:4.2.7-0ubuntu0.1
libtiff5:amd64==4.1.0+git191117-2ubuntu0.20.04.2 | libtiff5:amd64==4.1.0+git191117-2ubuntu0.20.04.3
libxml2:amd64==2.9.10+dfsg-5ubuntu0.20.04.2 | libxml2:amd64==2.9.10+dfsg-5ubuntu0.20.04.3
linux-libc-dev:amd64==5.4.0-110.124 | linux-libc-dev:amd64==5.4.0-113.127
v116 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v116
== Comparing pip list --format=freeze ==
accelerate==0.7.1 | accelerate==0.9.0
access==1.1.3 | access==1.1.7
aiobotocore==2.2.0 | aiobotocore==2.3.2
anyio==3.5.0 | anyio==3.6.1
apache-beam==2.37.0 | apache-beam==2.38.0
arviz==0.12.0 | arviz==0.12.1
asgiref==3.5.1 | asgiref==3.5.2
Babel==2.9.1 | Babel==2.10.1
beautifulsoup4==4.10.0 | beautifulsoup4==4.11.1
black==22.1.0 | black==22.3.0
bleach==4.1.0 | bleach==5.0.0
bokeh==2.4.2 | bokeh==2.4.3
boto3==1.22.12 | boto3==1.23.7
botocore==1.25.12 | botocore==1.26.7
catboost==1.0.5 | catboost==1.0.6
certifi==2021.10.8 | certifi==2022.5.18.1
cmake==3.22.3 | cmake==3.22.4
conda-package-handling==1.8.0 | conda-package-handling==1.8.1
> confuse==1.7.0
cryptography==36.0.1 | cryptography==36.0.2
Cython==0.29.28 | Cython==0.29.30
datatile==0.2.0 | datatile==1.0.0
debugpy==1.5.1 | debugpy==1.6.0
dill==0.3.4 | dill==0.3.5.1
dm-tree==0.1.6 | dm-tree==0.1.7
earthengine-api==0.1.309 | earthengine-api==0.1.310
fastapi==0.77.1 | fastapi==0.78.0
fastavro==1.4.11 | fastavro==1.4.12
fastcore==1.4.2 | fastcore==1.4.3
fastdownload==0.0.5 | fastdownload==0.0.6
> fastjsonschema==2.15.3
flax==0.4.2 | flax==0.5.0
fonttools==4.30.0 | fonttools==4.33.3
fsspec==2022.3.0 | fsspec==2022.5.0
gcsfs==2022.2.0 | gcsfs==2022.3.0
google-cloud-bigtable==2.7.0 | google-cloud-bigtable==2.9.0
google-cloud-dataproc==4.0.1 | google-cloud-dataproc==4.0.2
google-cloud-pubsub==2.11.0 | google-cloud-pubsub==2.12.1
google-cloud-pubsublite==1.4.1 | google-cloud-pubsublite==1.4.2
google-cloud-scheduler==2.6.2 | google-cloud-resource-manager==1.4.1
google-cloud-spanner==3.13.0 | google-cloud-scheduler==2.6.3
> google-cloud-spanner==3.14.0
google-cloud-tasks==2.8.1 | google-cloud-tasks==2.9.0
google-cloud-videointelligence==2.6.1 | google-cloud-videointelligence==2.7.0
google-cloud-vision==2.7.1 | google-cloud-vision==2.7.2
googleapis-common-protos==1.54.0 | googleapis-common-protos==1.56.1
grpc-google-iam-v1==0.12.3 | grpc-google-iam-v1==0.12.4
grpcio-status==1.44.0 | grpcio-status==1.46.1
hdfs==2.6.0 | hdfs==2.7.0
hijri-converter==2.2.3 | hijri-converter==2.2.4
imageio==2.16.1 | imageio==2.19.1
importlib-metadata==4.11.3 | importlib-metadata==4.11.4
importlib-resources==5.4.0 | importlib-resources==5.7.1
ipydatawidgets==4.2.0 | ipydatawidgets==4.3.1.post1
ipykernel==6.9.2 | ipykernel==6.13.0
ipython==7.32.0 | ipython==7.33.0
ipywidgets==7.6.5 | ipywidgets==7.7.0
jax==0.3.10 | jax==0.3.13
jeepney==0.7.1 | jeepney==0.8.0
joblib==1.0.1 | joblib==1.1.0
jsonschema==4.4.0 | jsonschema==4.5.1
jupyter-client==7.1.2 | jupyter-client==7.3.1
jupyter-core==4.9.2 | jupyter-core==4.10.0
jupyter-server==1.15.4 | jupyter-server==1.17.0
jupyterlab-git==0.34.2 | jupyterlab-git==0.37.1
jupyterlab-pygments==0.1.2 | jupyterlab-pygments==0.2.2
jupyterlab-widgets==1.0.2 | jupyterlab-widgets==1.1.0
jupytext==1.13.7 | jupytext==1.13.8
kaggle-environments==1.9.9 | kaggle-environments==1.9.10
keras-tuner==1.1.0 | keras-tuner==1.1.2
kiwisolver==1.4.0 | kiwisolver==1.4.2
kubernetes==23.3.0 | kubernetes==23.6.0
lightgbm==3.3.1 | lightgbm==3.3.2
Markdown==3.3.6 | Markdown==3.3.7
markdown-it-py==1.1.0 | markdown-it-py==2.1.0
> mdurl==0.1.0
mne==1.0.2 | mne==1.0.3
multiprocess==0.70.12.2 | multiprocess==0.70.13
mxnet-cu110==1.9.0 | mxnet-cu110==1.9.1
nbclassic==0.3.6 | nbclassic==0.3.7
nbconvert==6.5.0 | nbconvert==6.4.5
nbformat==5.2.0 | nbformat==5.4.0
nest-asyncio==1.5.4 | nest-asyncio==1.5.5
notebook==6.4.10 | notebook==6.4.11
orjson==3.6.7 | orjson==3.6.8
pandas-profiling==3.1.0 | pandas-profiling==2.4.0
panel==0.13.0 | panel==0.13.1
pathos==0.2.8 | pathos==0.2.9
phik==0.12.0 | phik==0.12.2
Pillow==9.0.1 | Pillow==9.1.0
pip==22.0.4 | pip==22.1
pox==0.3.0 | pox==0.3.1
ppft==1.6.6.4 | ppft==1.7.6.5
prettytable==3.2.0 | prettytable==3.3.0
prometheus-client==0.13.1 | prometheus-client==0.14.1
prompt-toolkit==3.0.27 | prompt-toolkit==3.0.29
protobuf==3.19.4 | protobuf==3.20.1
pyarrow==7.0.0 | pyarrow==5.0.0
Pygments==2.11.2 | Pygments==2.12.0
PyJWT==2.3.0 | PyJWT==2.4.0
pylint==2.13.8 | pylint==2.13.9
pynndescent==0.5.6 | pynndescent==0.5.7
pyparsing==3.0.7 | pyparsing==3.0.9
python-slugify==6.1.1 | python-slugify==6.1.2
python-utils==3.1.0 | python-utils==3.2.3
pytools==2022.1.7 | pytools==2022.1.9
pytz==2021.3 | pytz==2022.1
qtconsole==5.2.2 | qtconsole==5.3.0
QtPy==2.0.1 | QtPy==2.1.0
ray==1.12.0 | ray==1.12.1
rich==12.4.1 | rich==12.4.4
s3fs==2022.3.0 | s3fs==2022.5.0
SecretStorage==3.3.1 | SecretStorage==3.3.2
SQLAlchemy==1.4.32 | SQLAlchemy==1.4.36
tangled-up-in-unicode==0.1.0 | tangled-up-in-unicode==0.2.0
tensorflow==2.6.3 | tensorflow==2.6.4
tensorflow-metadata==1.7.0 | tensorflow-metadata==1.8.0
tensorflow-transform==1.7.0 | tensorflow-transform==1.8.0
tfx-bsl==1.7.0 | tfx-bsl==1.8.0
thinc==8.0.15 | thinc==8.0.16
torchmetrics==0.6.2 | torchmetrics==0.8.2
tqdm==4.63.0 | tqdm==4.64.0
traitlets==5.1.1 | traceml==1.0.0
> traitlets==5.2.0
typed-ast==1.5.2 | typed-ast==1.5.3
ujson==5.1.0 | ujson==5.2.0
urllib3==1.26.8 | urllib3==1.26.9
visions==0.7.4 | visions==0.7.5
websocket-client==1.3.1 | websocket-client==1.3.2
Werkzeug==2.0.3 | Werkzeug==2.1.2
widgetsnbextension==3.5.2 | widgetsnbextension==3.6.0
wrapt==1.14.0 | wrapt==1.14.1
> xarray-einstats==0.2.2
zipp==3.7.0 | zipp==3.8.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
Ubuntu 20.04.3 LTS | Ubuntu 20.04.4 LTS
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==11ubuntu5.4 | base-files==11ubuntu5.5
bash==5.0-6ubuntu1.1 | bash==5.0-6ubuntu1.2
bsdutils==1:2.34-0.1ubuntu9.1 | bsdutils==1:2.34-0.1ubuntu9.3
cpp-9==9.3.0-17ubuntu1~20.04 | cpp-9==9.4.0-1ubuntu1~20.04.1
cuda-compat-11-0==450.156.00-1 | cuda-compat-11-0==450.172.01-1
curl==7.68.0-1ubuntu2.7 | curl==7.68.0-1ubuntu2.11
dbus==1.12.16-2ubuntu2.1 | dbus==1.12.16-2ubuntu2.2
dbus-user-session==1.12.16-2ubuntu2.1 | dbus-user-session==1.12.16-2ubuntu2.2
distro-info-data==0.43ubuntu1.9 | distro-info-data==0.43ubuntu1.10
fdisk==2.34-0.1ubuntu9.1 | fdisk==2.34-0.1ubuntu9.3
g++-9==9.3.0-17ubuntu1~20.04 | g++-9==9.4.0-1ubuntu1~20.04.1
gcc-9==9.3.0-17ubuntu1~20.04 | gcc-9==9.4.0-1ubuntu1~20.04.1
gcc-9-base:amd64==9.3.0-17ubuntu1~20.04 | gcc-9-base:amd64==9.4.0-1ubuntu1~20.04.1
gcsfuse==0.40.0 | gcsfuse==0.41.1
git==1:2.25.1-1ubuntu3.2 | git==1:2.25.1-1ubuntu3.4
git-man==1:2.25.1-1ubuntu3.2 | git-man==1:2.25.1-1ubuntu3.4
google-cloud-sdk==377.0.0-0 | google-cloud-sdk==385.0.0-0
gzip==1.10-0ubuntu4 | gzip==1.10-0ubuntu4.1
libasan5:amd64==9.3.0-17ubuntu1~20.04 | libasan5:amd64==9.4.0-1ubuntu1~20.04.1
libblkid1:amd64==2.34-0.1ubuntu9.1 | libblkid1:amd64==2.34-0.1ubuntu9.3
libc-bin==2.31-0ubuntu9.2 | libc-bin==2.31-0ubuntu9.7
libc-dev-bin==2.31-0ubuntu9.2 | libc-dev-bin==2.31-0ubuntu9.7
libc6:amd64==2.31-0ubuntu9.2 | libc6:amd64==2.31-0ubuntu9.7
libc6-dev:amd64==2.31-0ubuntu9.2 | libc6-dev:amd64==2.31-0ubuntu9.7
libcurl3-gnutls:amd64==7.68.0-1ubuntu2.7 | libcurl3-gnutls:amd64==7.68.0-1ubuntu2.11
libcurl4:amd64==7.68.0-1ubuntu2.7 | libcurl4:amd64==7.68.0-1ubuntu2.11
libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.7 | libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.11
libdbus-1-3:amd64==1.12.16-2ubuntu2.1 | libdbus-1-3:amd64==1.12.16-2ubuntu2.2
libfdisk1:amd64==2.34-0.1ubuntu9.1 | libfdisk1:amd64==2.34-0.1ubuntu9.3
libfribidi0:amd64==1.0.8-2 | libfribidi0:amd64==1.0.8-2ubuntu0.1
libgcc-9-dev:amd64==9.3.0-17ubuntu1~20.04 | libgcc-9-dev:amd64==9.4.0-1ubuntu1~20.04.1
liblzma5:amd64==5.2.4-1ubuntu1 | liblzma5:amd64==5.2.4-1ubuntu1.1
libmount1:amd64==2.34-0.1ubuntu9.1 | libmount1:amd64==2.34-0.1ubuntu9.3
libnccl-dev==2.11.4-1+cuda11.0 | libnccl-dev==2.12.10-1+cuda11.0
libnccl2==2.11.4-1+cuda11.0 | libnccl2==2.12.10-1+cuda11.0
libnvinfer-plugin8==8.2.3-1+cuda11.4 | libnvinfer-plugin8==8.2.5-1+cuda11.4
libnvinfer8==8.2.3-1+cuda11.4 | libnvinfer8==8.2.5-1+cuda11.4
libnvonnxparsers8==8.2.3-1+cuda11.4 | libnvonnxparsers8==8.2.5-1+cuda11.4
libnvparsers8==8.2.3-1+cuda11.4 | libnvparsers8==8.2.5-1+cuda11.4
libpam-systemd:amd64==245.4-4ubuntu3.15 | libpam-systemd:amd64==245.4-4ubuntu3.17
libpython3.8:amd64==3.8.10-0ubuntu1~20.04.2 | libpython3.8:amd64==...
v116 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v116
== Comparing pip list --format=freeze ==
accelerate==0.7.1 | accelerate==0.9.0
access==1.1.3 | access==1.1.7
aiobotocore==2.2.0 | aiobotocore==2.3.2
anyio==3.5.0 | anyio==3.6.1
apache-beam==2.37.0 | apache-beam==2.38.0
arviz==0.12.0 | arviz==0.12.1
asgiref==3.5.1 | asgiref==3.5.2
Babel==2.9.1 | Babel==2.10.1
beautifulsoup4==4.10.0 | beautifulsoup4==4.11.1
black==22.1.0 | black==22.3.0
bleach==4.1.0 | bleach==5.0.0
bokeh==2.4.2 | bokeh==2.4.3
boto3==1.22.12 | boto3==1.23.6
botocore==1.25.12 | botocore==1.26.7
catboost==1.0.5 | catboost==1.0.6
certifi==2021.10.8 | certifi==2022.5.18.1
conda-package-handling==1.8.0 | conda-package-handling==1.8.1
> confuse==1.7.0
cryptography==36.0.1 | cryptography==36.0.2
Cython==0.29.28 | Cython==0.29.30
datatile==0.2.0 | datatile==1.0.0
debugpy==1.5.1 | debugpy==1.6.0
dill==0.3.4 | dill==0.3.5.1
dm-tree==0.1.6 | dm-tree==0.1.7
earthengine-api==0.1.309 | earthengine-api==0.1.310
fastapi==0.77.1 | fastapi==0.78.0
fastavro==1.4.10 | fastavro==1.4.11
fastcore==1.4.2 | fastcore==1.4.3
fastdownload==0.0.5 | fastdownload==0.0.6
> fastjsonschema==2.15.3
flax==0.4.2 | flax==0.5.0
fonttools==4.30.0 | fonttools==4.33.3
fsspec==2022.3.0 | fsspec==2022.5.0
gcsfs==2022.2.0 | gcsfs==2022.3.0
google-cloud-bigtable==2.7.0 | google-cloud-bigtable==2.9.0
google-cloud-dataproc==4.0.1 | google-cloud-dataproc==4.0.2
google-cloud-pubsub==2.11.0 | google-cloud-pubsub==2.12.1
google-cloud-pubsublite==1.4.1 | google-cloud-pubsublite==1.4.2
google-cloud-scheduler==2.6.2 | google-cloud-resource-manager==1.4.1
google-cloud-spanner==3.13.0 | google-cloud-scheduler==2.6.3
> google-cloud-spanner==3.14.0
google-cloud-tasks==2.8.1 | google-cloud-tasks==2.9.0
google-cloud-videointelligence==2.6.1 | google-cloud-videointelligence==2.7.0
google-cloud-vision==2.7.1 | google-cloud-vision==2.7.2
googleapis-common-protos==1.54.0 | googleapis-common-protos==1.56.1
grpc-google-iam-v1==0.12.3 | grpc-google-iam-v1==0.12.4
grpcio-status==1.44.0 | grpcio-status==1.46.1
hdfs==2.6.0 | hdfs==2.7.0
hijri-converter==2.2.3 | hijri-converter==2.2.4
imageio==2.16.1 | imageio==2.19.1
importlib-metadata==4.11.3 | importlib-metadata==4.11.4
importlib-resources==5.4.0 | importlib-resources==5.7.1
ipydatawidgets==4.2.0 | ipydatawidgets==4.3.1.post1
ipykernel==6.9.2 | ipykernel==6.13.0
ipython==7.32.0 | ipython==7.33.0
ipywidgets==7.6.5 | ipywidgets==7.7.0
jax==0.3.10 | jax==0.3.13
jeepney==0.7.1 | jeepney==0.8.0
joblib==1.0.1 | joblib==1.1.0
jsonschema==4.4.0 | jsonschema==4.5.1
jupyter-client==7.1.2 | jupyter-client==7.3.1
jupyter-core==4.9.2 | jupyter-core==4.10.0
jupyter-server==1.15.4 | jupyter-server==1.17.0
jupyterlab-git==0.34.2 | jupyterlab-git==0.37.1
jupyterlab-pygments==0.1.2 | jupyterlab-pygments==0.2.2
jupyterlab-widgets==1.0.2 | jupyterlab-widgets==1.1.0
jupytext==1.13.7 | jupytext==1.13.8
kaggle-environments==1.9.9 | kaggle-environments==1.9.10
keras-tuner==1.1.0 | keras-tuner==1.1.2
kiwisolver==1.4.0 | kiwisolver==1.4.2
kubernetes==23.3.0 | kubernetes==23.6.0
lightgbm==3.3.1 | lightgbm==3.3.2
Markdown==3.3.6 | Markdown==3.3.7
markdown-it-py==1.1.0 | markdown-it-py==2.1.0
> mdurl==0.1.0
mne==1.0.2 | mne==1.0.3
multiprocess==0.70.12.2 | multiprocess==0.70.13
mxnet==1.9.0 | mxnet==1.9.1
nbclassic==0.3.6 | nbclassic==0.3.7
nbconvert==6.5.0 | nbconvert==6.4.5
nbformat==5.2.0 | nbformat==5.4.0
nest-asyncio==1.5.4 | nest-asyncio==1.5.5
notebook==6.4.10 | notebook==6.4.11
orjson==3.6.7 | orjson==3.6.8
pandas-profiling==3.1.0 | pandas-profiling==2.4.0
panel==0.13.0 | panel==0.13.1
pathos==0.2.8 | pathos==0.2.9
phik==0.12.0 | phik==0.12.2
Pillow==9.0.1 | Pillow==9.1.0
pip==22.0.4 | pip==22.1
pox==0.3.0 | pox==0.3.1
ppft==1.6.6.4 | ppft==1.7.6.5
prettytable==3.2.0 | prettytable==3.3.0
prometheus-client==0.13.1 | prometheus-client==0.14.1
prompt-toolkit==3.0.27 | prompt-toolkit==3.0.29
protobuf==3.19.4 | protobuf==3.20.1
pyarrow==7.0.0 | pyarrow==8.0.0
Pygments==2.11.2 | Pygments==2.12.0
PyJWT==2.3.0 | PyJWT==2.4.0
pylint==2.13.8 | pylint==2.13.9
pynndescent==0.5.6 | pynndescent==0.5.7
pyparsing==3.0.7 | pyparsing==3.0.9
python-slugify==6.1.1 | python-slugify==6.1.2
python-utils==3.1.0 | python-utils==3.2.3
pytz==2021.3 | pytz==2022.1
qtconsole==5.2.2 | qtconsole==5.3.0
QtPy==2.0.1 | QtPy==2.1.0
ray==1.12.0 | ray==1.12.1
rich==12.4.1 | rich==12.4.4
s3fs==2022.3.0 | s3fs==2022.5.0
SecretStorage==3.3.1 | SecretStorage==3.3.2
SQLAlchemy==1.4.32 | SQLAlchemy==1.4.36
tangled-up-in-unicode==0.1.0 | tangled-up-in-unicode==0.2.0
tensorflow==2.6.3 | tensorflow==2.6.4
tensorflow-metadata==1.7.0 | tensorflow-metadata==1.8.0
tensorflow-transform==1.7.0 | tensorflow-transform==1.8.0
tfx-bsl==1.7.0 | tfx-bsl==1.8.0
thinc==8.0.15 | thinc==8.0.16
torchmetrics==0.6.2 | torchmetrics==0.8.2
tqdm==4.63.0 | tqdm==4.64.0
traitlets==5.1.1 | traceml==1.0.0
> traitlets==5.2.0
typed-ast==1.5.2 | typed-ast==1.5.3
ujson==5.1.0 | ujson==5.2.0
urllib3==1.26.8 | urllib3==1.26.9
virtualenv==20.13.3 | virtualenv==20.14.1
visions==0.7.4 | visions==0.7.5
websocket-client==1.3.1 | websocket-client==1.3.2
Werkzeug==2.0.3 | Werkzeug==2.1.2
widgetsnbextension==3.5.2 | widgetsnbextension==3.6.0
wrapt==1.14.0 | wrapt==1.14.1
> xarray-einstats==0.2.2
zipp==3.7.0 | zipp==3.8.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
bash==5.0-6ubuntu1.1 | bash==5.0-6ubuntu1.2
cpp-9==9.4.0-1ubuntu1~20.04 | cpp-9==9.4.0-1ubuntu1~20.04.1
curl==7.68.0-1ubuntu2.7 | curl==7.68.0-1ubuntu2.11
dbus==1.12.16-2ubuntu2.1 | dbus==1.12.16-2ubuntu2.2
dbus-user-session==1.12.16-2ubuntu2.1 | dbus-user-session==1.12.16-2ubuntu2.2
distro-info-data==0.43ubuntu1.9 | distro-info-data==0.43ubuntu1.10
g++-9==9.4.0-1ubuntu1~20.04 | g++-9==9.4.0-1ubuntu1~20.04.1
gcc-9==9.4.0-1ubuntu1~20.04 | gcc-9==9.4.0-1ubuntu1~20.04.1
gcc-9-base:amd64==9.4.0-1ubuntu1~20.04 | gcc-9-base:amd64==9.4.0-1ubuntu1~20.04.1
gcsfuse==0.40.0 | gcsfuse==0.41.1
git==1:2.25.1-1ubuntu3.2 | git==1:2.25.1-1ubuntu3.4
git-man==1:2.25.1-1ubuntu3.2 | git-man==1:2.25.1-1ubuntu3.4
google-cloud-sdk==377.0.0-0 | google-cloud-sdk==385.0.0-0
gzip==1.10-0ubuntu4 | gzip==1.10-0ubuntu4.1
libasan5:amd64==9.4.0-1ubuntu1~20.04 | libasan5:amd64==9.4.0-1ubuntu1~20.04.1
libc-dev-bin==2.31-0ubuntu9.7 | libc-dev-bin==2.31-0ubuntu9.9
libc6:amd64==2.31-0ubuntu9.7 | libc6:amd64==2.31-0ubuntu9.9
libc6-dev:amd64==2.31-0ubuntu9.7 | libc6-dev:amd64==2.31-0ubuntu9.9
libcurl3-gnutls:amd64==7.68.0-1ubuntu2.7 | libcurl3-gnutls:amd64==7.68.0-1ubuntu2.11
libcurl4:amd64==7.68.0-1ubuntu2.7 | libcurl4:amd64==7.68.0-1ubuntu2.11
libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.7 | libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.11
libdbus-1-3:amd64==1.12.16-2ubuntu2.1 | libdbus-1-3:amd64==1.12.16-2ubuntu2.2
libfribidi0:amd64==1.0.8-2 | libfribidi0:amd64==1.0.8-2ubuntu0.1
libgcc-9-dev:amd64==9.4.0-1ubuntu1~20.04 | libgcc-9-dev:amd64==9.4.0-1ubuntu1~20.04.1
liblzma5:amd64==5.2.4-1ubuntu1 | liblzma5:amd64==5.2.4-1ubuntu1.1
libpam-systemd:amd64==245.4-4ubuntu3.15 | libpam-systemd:amd64==245.4-4ubuntu3.17
libpython3.8:amd64==3.8.10-0ubuntu1~20.04.2 | libpython3.8:amd64==3.8.10-0ubuntu1~20.04.4
libpython3.8-minimal:amd64==3.8.10-0ubuntu1~20.04.2 | libpython3.8-minimal:amd64==3.8.10-0ubuntu1~20.04.4
libpython3.8-stdlib:amd64==3.8.10-0ubuntu1~20.04.2 | libpython3.8-stdlib:amd64==3.8.10-0ubuntu1~20.04.4
libsqlite3-0:amd64==3.31.1-4ubuntu0.2 | libsqlite3-0:amd64==3.31.1-4ubuntu0.3
libssl1.1:amd64==1.1.1f-1ubuntu2.12 | libssl1.1:amd64==1.1.1f-1ubuntu2.13
libstdc++-9-dev:amd64==9.4.0-1ubuntu1~20.04 | libstdc++-9-dev:amd64==9.4.0-1ubuntu1~20.04.1
libsystemd0:amd64==245.4-4ubuntu3.15 | libsystemd0:amd64==245.4-4ubuntu3.17
libudev1:amd64==245.4-4ubuntu3.15 | libudev1:amd64==245.4-4ubuntu3.16
linux-libc-dev:amd64==5.4.0-104.118 | linux-libc-dev:amd64==5.4.0-110.124
openssh-client==1:8.2p1-4ubuntu0.4 | openssh-client==1:8.2p1-4ubuntu0.5
openssl==1.1.1f-1ubuntu2.12 | openssl==1.1.1f-1ubuntu2.13
python3.8==3.8.10-0ubuntu1~20.04.2 | python3.8==3.8.10-0ubuntu1~20.04.4
python3.8-minimal==3.8.10-0ubuntu1~20.04.2 | python3.8-minimal==3.8.10-0ubuntu1~20.04.4
rsync==3.1.3-8ubuntu0.2 | rsync==3....