Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v132 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v132
== Comparing pip list --format=freeze ==
access==1.1.8 | access==1.1.9
aiobotocore==2.4.2 | aiobotocore==2.5.0
aiohttp==3.8.3 | aiofiles==22.1.0
> aiohttp==3.8.4
> aiosqlite==0.19.0
alembic==1.10.2 | alembic==1.10.3
annoy==1.17.1 | annoy==1.17.2
apache-beam==2.44.0 | apache-beam==2.46.0
> array-record==0.2.0
astroid==2.15.2 | astroid==2.15.3
astropy==4.3.1 | astropy==5.2.2
> asttokens==2.2.1
asynctest==0.13.0 | atpublic==3.1.1
atpublic==2.3 <
autocfg==0.0.8 | autopep8==2.0.2
autopep8==2.0.0 <
Babel==2.11.0 | Babel==2.12.1
backoff==1.10.0 | backoff==2.2.1
backports.zoneinfo==0.2.1 <
beatrix-jupyterlab==2023.123.173907 | beatrix-jupyterlab==2023.46.184821
beautifulsoup4==4.11.1 | beautifulsoup4==4.12.2
blessed==1.19.1 | blessed==1.20.0
> blosc2==2.0.0
> boltons==23.0.0
botocore==1.27.59 | botocore==1.29.76
bqplot==0.12.37 | bqplot==0.12.39
cachetools==4.2.4 | cachetools==5.3.0
Cartopy==0.19.0.post1 | Cartopy==0.21.1
cesium==0.10.1 | cesium==0.11.1
chex==0.1.5 | chex==0.1.7
cmake==3.25.0 <
conda==22.9.0 | comm==0.1.3
> commonmark==0.9.1
> conda==23.3.1
> contourpy==1.0.7
cryptography==38.0.2 | cryptography==40.0.1
cudf==21.12.2 | cubinlinker==0.2.2
> cuda-python==11.8.1
> cudf==23.4.0
cuml==21.12.0 | cuml==23.4.0
cupy==9.6.0 | cupy==11.6.0
cupy-cuda113==10.6.0 <
daal==2023.1.0 | daal==2023.1.1
daal4py==2023.1.0 | daal4py==2023.1.1
dask==2022.2.0 | dask==2023.4.0
dask-cudf==21.12.2 | dask-cuda==23.4.0
> dask-cudf==23.4.0
> dataclasses==0.8
> dataclasses-json==0.5.7
datatable==1.0.0 <
db-dtypes==1.0.5 | db-dtypes==1.1.1
debugpy==1.6.6 | debugpy==1.6.7
> Deprecated==1.2.13
distributed==2021.11.2 | distributed==2023.3.2.1
> docstring-parser==0.15
earthengine-api==0.1.347 | earthengine-api==0.1.350
etils==0.9.0 | etils==1.2.0
exceptiongroup==1.1.1 | executing==1.2.0
explainers==0.1 <
fastapi==0.89.1 | fastapi==0.95.0
fastavro==1.7.0 | fastavro==1.7.3
fastjsonschema==2.16.2 | fastjsonschema==2.16.3
featuretools==1.11.1 | featuretools==1.25.0
filelock==3.9.0 | filelock==3.11.0
> fire==0.5.0
flake8==5.0.4 | flake8==6.0.0
flatbuffers==23.1.21 | flatbuffers==23.3.3
flax==0.6.4 | flax==0.6.9
fonttools==4.38.0 | fonttools==4.39.3
frozendict==2.3.6 | fqdn==1.5.1
> frozendict==2.3.7
fsspec==2023.1.0 | fsspec==2023.4.0
fury==0.8.0 | fury==0.9.0
gcsfs==2023.1.0 | gcsfs==2023.3.0
gensim==4.2.0 | gensim==4.3.1
geopandas==0.10.2 | geopandas==0.12.2
GitPython==3.1.30 | GitPython==3.1.31
gluoncv==0.10.5.post0 <
gluonnlp==0.10.0 <
google-api-python-client==2.83.0 | google-api-python-client==2.86.0
google-auth==1.35.0 | google-auth==2.17.2
> google-cloud-artifact-registry==1.8.1
google-cloud-bigquery==2.2.0 | google-cloud-bigquery==2.34.4
google-cloud-core==1.7.3 | google-cloud-core==2.3.2
google-cloud-datastore==1.15.5 | google-cloud-datastore==2.15.1
google-cloud-dlp==3.11.1 | google-cloud-dlp==3.12.1
google-cloud-monitoring==2.14.1 | google-cloud-monitoring==2.14.2
google-cloud-pubsub==2.14.0 | google-cloud-pubsub==2.16.0
google-cloud-pubsublite==1.6.0 | google-cloud-pubsublite==1.8.1
google-cloud-resource-manager==1.8.1 | google-cloud-resource-manager==1.9.1
google-cloud-spanner==3.27.0 | google-cloud-spanner==3.30.0
google-resumable-media==1.3.3 | google-resumable-media==2.4.1
googleapis-common-protos==1.58.0 | googleapis-common-protos==1.59.0
graphviz==0.8.4 | graphviz==0.20.1
greenlet==2.0.1 | greenlet==2.0.2
grpcio==1.51.1 | grpcio==1.53.0
gym==0.23.1 | gym==0.26.2
> Gymnasium==0.26.3
> gymnasium-notices==0.0.1
h2o==3.40.0.2 | h2o==3.40.0.3
HeapDict==1.0.1 <
hmmlearn==0.2.8 | hmmlearn==0.3.0
holidays==0.21.13 | holidays==0.23
httplib2==0.20.4 | httplib2==0.21.0
huggingface-hub==0.13.3 | huggingface-hub==0.13.4
ibis-framework==2.1.1 | ibis-framework==5.1.0
imagecodecs==2021.11.20 | imagecodecs==2023.3.16
imageio==2.25.0 | imageio==2.27.0
importlib-metadata==4.11.4 | importlib-metadata==6.0.1
importlib-resources==5.10.2 | importlib-resources==5.12.0
iniconfig==2.0.0 <
ipykernel==6.16.2 | ipykernel==6.22.0
ipython==7.34.0 | ipython==8.12.0
ipython-sql==0.4.1 | ipython-sql==0.5.0
ipyvuetify==1.8.5 | ipyvuetify==1.8.10
isort==5.11.5 | isoduration==20.11.0
> isort==5.12.0
jax==0.3.25 | jaraco.classes==3.2.3
jaxlib==0.3.25+cuda11.cudnn805 | jax==0.4.8
> jaxlib==0.4.7+cuda11.cudnn82
> jeepney==0.8.0
> jsonpatch==1.32
> jsonpointer==2.0
jupyter-client==7.3.4 | jupyter_client==8.1.0
jupyter_core==4.12.0 | jupyter_core==5.3.0
> jupyter-events==0.6.3
jupyter-server==1.23.5 | jupyter_server==2.5.0
> jupyter_server_fileid==0.9.0
jupyterlab==3.4.8 | jupyter_server_terminals==0.4.4
> jupyter_server_ydoc==0.8.0
> jupyter-ydoc==0.2.4
> jupyterlab==3.6.3
jupyterlab-lsp==3.10.2 | jupyterlab-lsp==4.0.1
jupyterlab_server==2.15.2 | jupyterlab_server==2.22.0
jupyterlab-widgets==3.0.5 | jupyterlab-widgets==3.0.7
jupytext==1.14.4 | jupytext==1.14.5
keras-tuner==1.1.3 | keras-tuner==1.3.4
> keyring==23.13.1
> keyrings.google-artifactregistry-auth==1.1.2
> kfp==1.8.20
> kfp-pipeline-spec==0.1.16
> kfp-server-api==1.8.5
Levenshtein==0.20.9 | Levenshtein==0.21.0
libclang==15.0.6.1 | libclang==16.0.0
libmambapy==0.27.0 | libmambapy==1.4.2
lightfm==1.17 <
mamba==0.27.0 | mamba==1.4.2
Markdown==3.4.1 | Markdown==3.4.3
markdown-it-py==2.1.0 | markdown-it-py==2.2.0
MarkupSafe==2.1.1 | MarkupSafe==2.1.2
matplotlib==3.5.3 | marshmallow==3.19.0
> marshmallow-enum==1.5.1
> matplotlib==3.6.3
matrixprofile==1.1.10 <
mdit-py-plugins==0.3.3 | mdit-py-plugins==0.3.5
mizani==0.7.3 | mizani==0.9.0
> ml-dtypes==0.1.0
mock==5.0.1 | mock==5.0.2
> more-itertools==9.1.0
msgpack==1.0.4 | msgpack==1.0.5
mxnet-cu112==1.9.1 | mypy-extensions==1.0.0
nbclassic==0.4.8 | nbclassic==0.5.5
nbformat==5.7.3 | nbformat==5.8.0
networkx==2.6.3 | networkx==3.1
nibabel==4.0.2 | nibabel==5.1.0
notebook==6.5.2 | notebook==6.5.4
numpy==1.21.6 | numpy==1.23.5
nvtx==0.2.3 | nvtx==0.2.4
opencensus==0.11.1 | opencensus==0.11.2
opentelemetry-api==1.1.0 | opentelemetry-api==1.17.0
opentelemetry-exporter-otlp==1.1.0 | opentelemetry-exporter-otlp==1.17.0
opentelemetry-exporter-otlp-proto-grpc==1.1.0 | opentelemetry-exporter-otlp-proto-grpc==1.17.0
opentelemetry-proto==1.1.0 | opentelemetry-exporter-otlp-proto-http==1.17.0
opentelemetry-sdk==1.1.0 | opentelemetry-proto==1.17.0
opentelemetry-semantic-conventions==0.20b0 | opentelemetry-sdk==1.17.0
> opentelemetry-semantic-conventions==0.38b0
optuna==3.1.0 | optuna==3.1.1
orbax==0.1.0 | orbax-checkpoint==0.2.1
orjson==3.8.5 | orjson==3.8.10
packaging==23.0 | packaging==21.3
palettable==3.3.0 | pandas==1.5.3
pandarallel==1.6.4 <
pandas==1.3.5 <
pandas-profiling==3.6.2 | pandas-profiling==3.6.6
parsy==1.4.0 | parsy==2.1
partd==1.3.0 | partd==1.4.0
Pillow==9.4.0 | Pillow==9.5.0
pip==22.3.1 | pip==23.0.1
platformdirs==2.6.2 | platformdirs==3.2.0
plotly==5.13.0 | plotly==5.14.1
plotnine==0.8.0 | plotnine==0.10.1
pointpats==2.2.0 | pointpats==2.3.0
polars==0.16.18 | polars==0.17.5
portalocker==2.7.0 <
prettytable==0.7.2 | prettytable==3.7.0
prometheus-client==0.15.0 | prometheus-client==0.16.0
prompt-toolkit==3.0.36 | prompt-toolkit==3.0.38
psutil==5.9.3 | psutil==5.9.4
> pure-eval==0.2.2
> py-cpuinfo==9.0.0
py-stringmatching==0.4.3 <
py-stringsimjoin==0.3.3 <
pyarrow==5.0.0 | pyarrow==10.0.1
PyAstronomy==0.18.1 | PyAstronomy==0.19.0
pycodestyle==2.9.1 | pycodestyle==2.10.0
pycuda==2022.1 | pycuda==2022.2.2
pydantic==1.10.4 | pydantic==1.10.7
pyflakes==2.5.0 | pyflakes==3.0.1
Pygments==2.14.0 | pygltflib==1.15.5
> Pygments==2.15.0
> pylibraft==23.4.0
pynndescent==0.5.8 | pynndescent==0.5.9
pynvml==11.5.0 | pynvml==11.4.1
pyOpenSSL==23.0.0 | pyOpenSSL==23.1.1
pypdf==3.7.0 ...
v131 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v131
== Comparing pip list --format=freeze ==
astroid==2.15.1 | astroid==2.15.2
autopep8==1.6.0 | autopep8==2.0.0
bqplot==0.12.36 | bqplot==0.12.37
Cython==0.29.33 | Cython==0.29.34
daal==2023.0.1 | daal==2023.1.0
daal4py==2023.0.1 | daal4py==2023.1.0
earthengine-api==0.1.346 | earthengine-api==0.1.347
fastai==2.7.11 | fastai==2.7.12
fastcore==1.5.28 | fastcore==1.5.29
funcy==1.18 | funcy==2.0
google-api-python-client==2.82.0 | google-api-python-client==2.83.0
kornia==0.6.10 | kornia==0.6.11
mlxtend==0.21.0 | mlxtend==0.22.0
polars==0.16.16 | polars==0.16.18
pydocstyle==6.2.3 | pydocstyle==6.3.0
pylint==2.17.1 | pylint==2.17.2
python-lsp-server==1.7.1 | python-lsp-server==1.7.2
qtconsole==5.4.1 | qtconsole==5.4.2
QtPy==2.3.0 | QtPy==2.3.1
rapidfuzz==2.13.7 | rapidfuzz==2.15.0
scattertext==0.1.17 | scattertext==0.1.18
scikit-learn-intelex==2023.0.1 | scikit-learn-intelex==2023.1.0
semver==2.13.0 | semver==3.0.0
sentry-sdk==1.17.0 | sentry-sdk==1.18.0
spreg==1.3.0 | spreg==1.3.1
tbb==2021.8.0 | tbb==2021.9.0
transformers==4.27.3 | transformers==4.27.4
tzdata==2023.2 | tzdata==2023.3
watchfiles==0.18.1 | watchfiles==0.19.0
websockets==10.4 | websockets==11.0
widgetsnbextension==3.6.3 | widgetsnbextension==3.6.4
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
xserver-common==2:1.20.13-1ubuntu1~20.04.6 | xserver-common==2:1.20.13-1ubuntu1~20.04.8
xvfb==2:1.20.13-1ubuntu1~20.04.6 | xvfb==2:1.20.13-1ubuntu1~20.04.8
v131 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v131
== Comparing pip list --format=freeze ==
astroid==2.15.1 | astroid==2.15.2
autopep8==1.6.0 | autopep8==2.0.2
flax==0.6.7 | flax==0.6.8
google-auth==2.16.3 | google-auth==2.17.1
google-auth-oauthlib==0.4.6 | google-auth-oauthlib==1.0.0
ipython==8.11.0 | ipython==8.12.0
jupyter-lsp==2.0.1 | jupyter-lsp==1.5.1
jupyterlab==3.6.2 | jupyterlab==3.6.3
jupyterlab-lsp==4.0.1 <
jupyterlab_server==2.21.0 | jupyterlab_server==2.22.0
nbclassic==0.5.3 | nbclassic==0.5.4
nbclient==0.7.2 | nbclient==0.7.3
nbconvert==7.2.10 | nbconvert==7.3.0
orbax==0.1.6 | orbax==0.1.7
pandas==1.5.3 | pandas==2.0.0
Pillow==9.4.0 | Pillow==9.5.0
pydocstyle==6.2.3 | pydocstyle==6.3.0
pylint==2.17.1 | pylint==2.17.2
python-lsp-server==1.7.1 | python-lsp-server==1.7.2
pytz==2023.2 | pytz==2023.3
tensorboard==2.12.0 | tensorboard==2.12.1
tensorflow-io-gcs-filesystem==0.31.0 | tensorflow-io-gcs-filesystem==0.32.0
> tzdata==2023.3
== 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
v131 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v131
== Comparing pip list --format=freeze ==
astroid==2.15.1 | astroid==2.15.2
autopep8==1.6.0 | autopep8==2.0.0
bqplot==0.12.36 | bqplot==0.12.37
Cython==0.29.33 | Cython==0.29.34
daal==2023.0.1 | daal==2023.1.0
daal4py==2023.0.1 | daal4py==2023.1.0
earthengine-api==0.1.346 | earthengine-api==0.1.347
fastai==2.7.11 | fastai==2.7.12
fastcore==1.5.28 | fastcore==1.5.29
funcy==1.18 | funcy==2.0
google-api-python-client==2.82.0 | google-api-python-client==2.83.0
kornia==0.6.10 | kornia==0.6.11
mlxtend==0.21.0 | mlxtend==0.22.0
polars==0.16.16 | polars==0.16.18
pydocstyle==6.2.3 | pydocstyle==6.3.0
pylint==2.17.1 | pylint==2.17.2
python-lsp-server==1.7.1 | python-lsp-server==1.7.2
pytz==2023.2 | pytz==2023.3
qtconsole==5.4.1 | qtconsole==5.4.2
QtPy==2.3.0 | QtPy==2.3.1
rapidfuzz==2.13.7 | rapidfuzz==2.15.0
scattertext==0.1.17 | scattertext==0.1.18
scikit-learn-intelex==2023.0.1 | scikit-learn-intelex==2023.1.0
semver==2.13.0 | semver==3.0.0
sentry-sdk==1.17.0 | sentry-sdk==1.18.0
spreg==1.3.0 | spreg==1.3.1
tbb==2021.8.0 | tbb==2021.9.0
transformers==4.27.3 | transformers==4.27.4
tzdata==2023.2 | tzdata==2023.3
watchfiles==0.18.1 | watchfiles==0.19.0
websockets==10.4 | websockets==11.0
widgetsnbextension==3.6.3 | widgetsnbextension==3.6.4
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
xserver-common==2:1.20.13-1ubuntu1~20.04.6 | xserver-common==2:1.20.13-1ubuntu1~20.04.8
xvfb==2:1.20.13-1ubuntu1~20.04.6 | xvfb==2:1.20.13-1ubuntu1~20.04.8
v130 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v130
== Comparing pip list --format=freeze ==
alembic==1.9.4 | alembic==1.10.2
astroid==2.14.2 | astroid==2.15.1
boto3==1.26.77 | boto3==1.26.100
daal==2021.6.0 | daal==2023.0.1
daal4py==2021.6.3 | daal4py==2023.0.1
docstring-to-markdown==0.11 | docstring-to-markdown==0.12
earthengine-api==0.1.342 | earthengine-api==0.1.346
exceptiongroup==1.1.0 | exceptiongroup==1.1.1
frozendict==2.3.5 | frozendict==2.3.6
gensim==4.0.1 | gensim==4.2.0
giddy==2.3.3 | giddy==2.3.4
google-api-python-client==2.79.0 | google-api-python-client==2.82.0
h2o==3.40.0.1 | h2o==3.40.0.2
haversine==2.7.0 | haversine==2.8.0
hep-ml==0.7.1 | hep-ml==0.7.2
holidays==0.19 | holidays==0.21.13
huggingface-hub==0.12.1 | huggingface-hub==0.13.3
hydra-slayer==0.4.0 | hydra-slayer==0.4.1
ipyvolume==0.6.0 | ipyvolume==0.6.1
ipyvue==1.8.0 | ipyvue==1.9.0
ipyvuetify==1.8.4 | ipyvuetify==1.8.5
jupyter-console==6.6.1 | jupyter-console==6.6.3
kaggle==1.5.12 | kaggle==1.5.13
kornia==0.5.8 | kornia==0.6.10
lazy_loader==0.1 | lazy_loader==0.2
librosa==0.10.0 | librosa==0.10.0.post2
lightfm==1.16 | lightfm==1.17
lightning-utilities==0.7.1 | lightning-utilities==0.8.0
line-profiler==4.0.2 | line-profiler==4.0.3
marisa-trie==0.7.8 | marisa-trie==0.8.0
matplotlib-venn==0.11.7 | matplotlib-venn==0.11.9
missingno==0.5.1 | missingno==0.5.2
mistune==2.0.4 | mistune==0.8.4
mmh3==3.0.0 | mmh3==3.1.0
mne==1.3.0 | mne==1.3.1
mpmath==1.2.1 | mpmath==1.3.0
nbclient==0.7.2 | nbclient==0.5.13
nbconvert==7.2.8 | nbconvert==6.4.5
netCDF4==1.6.2 | netCDF4==1.6.3
openpyxl==3.1.1 | openpyxl==3.1.2
panel==0.14.3 | panel==0.14.4
param==1.12.3 | param==1.13.0
pdf2image==1.16.2 | pdf2image==1.16.3
polars==0.16.8 | polars==0.16.16
py-stringmatching==0.4.2 | py-stringmatching==0.4.3
py-stringsimjoin==0.3.2 | py-stringsimjoin==0.3.3
pybind11==2.10.3 | pybind11==2.10.4
pyemd==0.5.1 | pyemd==1.0.0
pyerfa==2.0.0.1 | pyerfa==2.0.0.3
pylint==2.16.2 | pylint==2.17.1
pypdf==3.4.1 | pypdf==3.7.0
pytest==7.2.1 | pytest==7.2.2
python-slugify==8.0.0 | python-slugify==8.0.1
pytorch-lightning==1.9.3 | pytorch-lightning==1.9.4
pytz==2022.7.1 | pytz==2023.2
qtconsole==5.4.0 | qtconsole==5.4.1
quilt3==5.1.1 | quilt3==5.2.0
scattertext==0.1.12 | scattertext==0.1.17
scikit-learn-intelex==2021.6.3 | scikit-learn-intelex==2023.0.1
sentry-sdk==1.15.0 | sentry-sdk==1.17.0
simplejson==3.18.3 | simplejson==3.18.4
soxr==0.3.3 | soxr==0.3.4
spacy==3.5.0 | spacy==3.5.1
srsly==2.4.5 | srsly==2.4.6
> tensorflowjs==3.15.0
> testpath==0.6.0
thinc==8.1.7 | thinc==8.1.9
timm==0.6.12 | timm==0.6.13
tomlkit==0.11.6 | tomlkit==0.11.7
torchmetrics==0.11.1 | torchmetrics==0.11.4
transformers==4.26.1 | transformers==4.27.3
tzdata==2022.7 | tzdata==2023.2
tzlocal==4.2 | tzlocal==4.3
vowpalwabbit==9.7.0 | vowpalwabbit==9.8.0
wandb==0.13.10 | wandb==0.14.0
widgetsnbextension==3.6.2 | widgetsnbextension==3.6.3
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libnss3:amd64==2:3.49.1-1ubuntu1.8 | libnss3:amd64==2:3.49.1-1ubuntu1.9
libunwind8:amd64==1.2.1-9build1 | libunwind8:amd64==1.2.1-9ubuntu0.1
openjdk-11-jre-headless:amd64==11.0.17+8-1ubuntu2~20.04 | openjdk-11-jre-headless:amd64==11.0.18+10-0ubuntu1~20.04.1
v130 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v130
== Comparing pip list --format=freeze ==
alembic==1.9.4 | alembic==1.10.2
astroid==2.14.2 | astroid==2.15.1
boto3==1.26.77 | boto3==1.26.100
daal==2021.6.0 | daal==2023.0.1
daal4py==2021.6.3 | daal4py==2023.0.1
docstring-to-markdown==0.11 | docstring-to-markdown==0.12
earthengine-api==0.1.342 | earthengine-api==0.1.346
exceptiongroup==1.1.0 | exceptiongroup==1.1.1
frozendict==2.3.5 | frozendict==2.3.6
gensim==4.0.1 | gensim==4.2.0
giddy==2.3.3 | giddy==2.3.4
google-api-python-client==2.79.0 | google-api-python-client==2.82.0
h2o==3.40.0.1 | h2o==3.40.0.2
haversine==2.7.0 | haversine==2.8.0
hep-ml==0.7.1 | hep-ml==0.7.2
holidays==0.19 | holidays==0.21.13
huggingface-hub==0.12.1 | huggingface-hub==0.13.3
hydra-slayer==0.4.0 | hydra-slayer==0.4.1
ipyvolume==0.6.0 | ipyvolume==0.6.1
ipyvue==1.8.0 | ipyvue==1.9.0
ipyvuetify==1.8.4 | ipyvuetify==1.8.5
jupyter-console==6.6.1 | jupyter-console==6.6.3
kaggle==1.5.12 | kaggle==1.5.13
kornia==0.5.8 | kornia==0.6.10
lazy_loader==0.1 | lazy_loader==0.2
librosa==0.10.0 | librosa==0.10.0.post2
lightfm==1.16 | lightfm==1.17
lightning-utilities==0.7.1 | lightning-utilities==0.8.0
line-profiler==4.0.2 | line-profiler==4.0.3
marisa-trie==0.7.8 | marisa-trie==0.8.0
matplotlib-venn==0.11.7 | matplotlib-venn==0.11.9
missingno==0.5.1 | missingno==0.5.2
mistune==2.0.4 | mistune==0.8.4
mmh3==3.0.0 | mmh3==3.1.0
mne==1.3.0 | mne==1.3.1
mpmath==1.2.1 | mpmath==1.3.0
nbclient==0.7.2 | nbclient==0.5.13
nbconvert==7.2.8 | nbconvert==6.4.5
netCDF4==1.6.2 | netCDF4==1.6.3
openpyxl==3.1.1 | openpyxl==3.1.2
panel==0.14.3 | panel==0.14.4
param==1.12.3 | param==1.13.0
pdf2image==1.16.2 | pdf2image==1.16.3
polars==0.16.8 | polars==0.16.16
py-stringmatching==0.4.2 | py-stringmatching==0.4.3
py-stringsimjoin==0.3.2 | py-stringsimjoin==0.3.3
pybind11==2.10.3 | pybind11==2.10.4
pyemd==0.5.1 | pyemd==1.0.0
pyerfa==2.0.0.1 | pyerfa==2.0.0.3
pylint==2.16.2 | pylint==2.17.1
pypdf==3.4.1 | pypdf==3.7.0
pytest==7.2.1 | pytest==7.2.2
python-slugify==8.0.0 | python-slugify==8.0.1
pytorch-lightning==1.9.3 | pytorch-lightning==1.9.4
qtconsole==5.4.0 | qtconsole==5.4.1
quilt3==5.1.1 | quilt3==5.2.0
scattertext==0.1.12 | scattertext==0.1.17
scikit-learn-intelex==2021.6.3 | scikit-learn-intelex==2023.0.1
sentry-sdk==1.15.0 | sentry-sdk==1.17.0
simplejson==3.18.3 | simplejson==3.18.4
soxr==0.3.3 | soxr==0.3.4
spacy==3.5.0 | spacy==3.5.1
srsly==2.4.5 | srsly==2.4.6
> tensorflowjs==3.15.0
> testpath==0.6.0
thinc==8.1.7 | thinc==8.1.9
timm==0.6.12 | timm==0.6.13
tomlkit==0.11.6 | tomlkit==0.11.7
torchmetrics==0.11.1 | torchmetrics==0.11.4
transformers==4.26.1 | transformers==4.27.3
tzdata==2022.7 | tzdata==2023.2
tzlocal==4.2 | tzlocal==4.3
vowpalwabbit==9.7.0 | vowpalwabbit==9.8.0
wandb==0.13.10 | wandb==0.14.0
widgetsnbextension==3.6.2 | widgetsnbextension==3.6.3
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libnss3:amd64==2:3.49.1-1ubuntu1.8 | libnss3:amd64==2:3.49.1-1ubuntu1.9
libunwind8:amd64==1.2.1-9build1 | libunwind8:amd64==1.2.1-9ubuntu0.1
openjdk-11-jre-headless:amd64==11.0.17+8-1ubuntu2~20.04 | openjdk-11-jre-headless:amd64==11.0.18+10-0ubuntu1~20.04.1
v130 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v130
== Comparing pip list --format=freeze ==
astroid==2.14.2 | astroid==2.15.1
Babel==2.11.0 | Babel==2.12.1
beautifulsoup4==4.11.2 | beautifulsoup4==4.12.0
> cached-property==1.5.2
certifi==2021.10.8 | certifi==2022.12.7
charset-normalizer==3.0.1 | charset-normalizer==3.1.0
chex==0.1.6 | chex==0.1.7
> cloud-tpu-client==0.10
colorama==0.4.6 | cmake==3.26.1
comm==0.1.2 | comm==0.1.3
commonmark==0.9.1 <
distrax==0.1.3 | distrax==0.1.2
docstring-to-markdown==0.11 | docstring-to-markdown==0.12
einops==0.4.1 | einops==0.6.0
etils==1.0.0 | etils==1.1.1
fastjsonschema==2.16.2 | fastjsonschema==2.16.3
> filelock==3.10.7
flatbuffers==2.0.7 | flatbuffers==23.3.3
flax==0.4.2 | flax==0.6.7
fonttools==4.38.0 | fonttools==4.39.3
google-auth==2.16.1 | google-api-core==1.34.0
> google-api-python-client==1.8.0
> google-auth==2.16.3
> google-auth-httplib2==0.1.0
googleapis-common-protos==1.58.0 | googleapis-common-protos==1.59.0
grpcio==1.51.3 | grpcio==1.53.0
> httplib2==0.22.0
importlib-metadata==6.0.0 | importlib-metadata==6.1.0
ipykernel==6.21.2 | ipykernel==6.22.0
ipython==8.10.0 | ipython==8.11.0
jax==0.3.10 | jax==0.4.6
jaxlib==0.3.10 | jaxlib==0.4.6
jupyter_client==8.0.3 | jupyter_client==8.1.0
jupyter_core==5.2.0 | jupyter_core==5.3.0
jupyter-lsp==1.5.1 | jupyter-lsp==2.0.1
jupyter_server==2.3.0 | jupyter_server==2.5.0
jupyter_server_fileid==0.7.0 | jupyter_server_fileid==0.8.0
jupyter_server_ydoc==0.6.1 | jupyter_server_ydoc==0.8.0
jupyter-ydoc==0.2.2 | jupyter-ydoc==0.2.3
jupyterlab==3.6.1 | jupyterlab==3.6.2
jupyterlab-lsp==3.10.2 | jupyterlab-lsp==4.0.1
jupyterlab_server==2.19.0 | jupyterlab_server==2.21.0
keras==2.11.0 | keras==2.12.0
libclang==15.0.6.1 | libclang==16.0.0
libtpu-nightly==0.1.dev20211015 | libtpu-nightly==0.1.dev20230309
Markdown==3.4.1 | lit==16.0.0
> Markdown==3.4.3
> markdown-it-py==2.2.0
matplotlib==3.7.0 | matplotlib==3.7.1
> mdurl==0.1.2
msgpack==1.0.4 | ml-dtypes==0.0.4
nbclassic==0.5.2 | mpmath==1.3.0
> msgpack==1.0.5
> nbclassic==0.5.3
nbconvert==7.2.9 | nbconvert==7.2.10
nbformat==5.7.3 | nbformat==5.8.0
notebook==6.5.2 | networkx==3.0
> notebook==6.5.3
numpy==1.22.4 | numpy==1.23.5
> nvidia-cublas-cu11==11.10.3.66
> nvidia-cuda-cupti-cu11==11.7.101
> nvidia-cuda-nvrtc-cu11==11.7.99
> nvidia-cuda-runtime-cu11==11.7.99
> nvidia-cudnn-cu11==8.5.0.96
> nvidia-cufft-cu11==10.9.0.58
> nvidia-curand-cu11==10.2.10.91
> nvidia-cusolver-cu11==11.4.0.1
> nvidia-cusparse-cu11==11.7.4.91
> nvidia-nccl-cu11==2.14.3
> nvidia-nvtx-cu11==11.7.91
> oauth2client==4.1.3
> orbax==0.1.6
platformdirs==3.0.0 | platformdirs==3.2.0
prompt-toolkit==3.0.37 | prompt-toolkit==3.0.38
protobuf==3.19.6 | protobuf==3.20.3
pylint==2.16.2 | pylint==2.17.1
pytz==2022.7.1 | pytz==2023.2
pyzmq==25.0.0 | pyzmq==25.0.2
rich==11.2.0 | rich==13.3.3
sentry-sdk==1.15.0 | sentry-sdk==1.18.0
> sympy==1.11.1
tenacity==8.2.1 | tenacity==8.2.2
tensorboard==2.11.2 | tensorboard==2.12.0
tensorboard-data-server==0.6.1 | tensorboard-data-server==0.7.0
tensorflow==2.11.0 | tensorflow==2.12.0
tensorflow-datasets==4.8.2 | tensorflow-datasets==4.8.3
tensorflow-estimator==2.11.0 | tensorflow-estimator==2.12.0
tensorflow-hub==0.12.0 | tensorflow-hub==0.13.0
tensorflow-io-gcs-filesystem==0.30.0 | tensorflow-io-gcs-filesystem==0.31.0
tensorflow-text==2.11.0 | tensorflow-text==2.12.0
> tensorstore==0.1.35
tomlkit==0.11.6 | tomlkit==0.11.7
torch==1.10.0 | torch==2.0.0
torch-xla==1.10 | torch-xla==2.0
torchaudio==0.10.0 | torchaudio==2.0.0
torchtext==0.11.0 | torchdata==0.6.0
torchvision==0.11.1 | torchtext==0.15.1
> torchvision==0.15.1
tqdm==4.64.1 | tqdm==4.65.0
treex==0.6.10 | treex==0.6.12
> triton==2.0.0
urllib3==1.26.14 | uritemplate==3.0.1
> urllib3==1.26.15
webcolors==1.12 | webcolors==1.13
wheel==0.38.4 | wheel==0.40.0
zipp==3.14.0 | zipp==3.15.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
curl==7.74.0-1.3+deb11u5 | curl==7.74.0-1.3+deb11u7
git==1:2.30.2-1+deb11u1 | git==1:2.30.2-1+deb11u2
git-man==1:2.30.2-1+deb11u1 | git-man==1:2.30.2-1+deb11u2
imagemagick==8:6.9.11.60+dfsg-1.3 | imagemagick==8:6.9.11.60+dfsg-1.3+deb11u1
imagemagick-6-common==8:6.9.11.60+dfsg-1.3 | imagemagick-6-common==8:6.9.11.60+dfsg-1.3+deb11u1
imagemagick-6.q16==8:6.9.11.60+dfsg-1.3 | imagemagick-6.q16==8:6.9.11.60+dfsg-1.3+deb11u1
libapr1:amd64==1.7.0-6+deb11u1 | libapr1:amd64==1.7.0-6+deb11u2
libaprutil1:amd64==1.6.1-5 | libaprutil1:amd64==1.6.1-5+deb11u1
libcurl3-gnutls:amd64==7.74.0-1.3+deb11u5 | libcurl3-gnutls:amd64==7.74.0-1.3+deb11u7
libcurl4:amd64==7.74.0-1.3+deb11u5 | libcurl4:amd64==7.74.0-1.3+deb11u7
libcurl4-openssl-dev:amd64==7.74.0-1.3+deb11u5 | libcurl4-openssl-dev:amd64==7.74.0-1.3+deb11u7
libde265-0:amd64==1.0.8-1 | libde265-0:amd64==1.0.11-0+deb11u1
libgnutls30:amd64==3.7.1-5+deb11u2 | libgnutls30:amd64==3.7.1-5+deb11u3
libmagickcore-6-arch-config:amd64==8:6.9.11.60+dfsg-1.3 | libmagickcore-6-arch-config:amd64==8:6.9.11.60+dfsg-1.3+deb11
libmagickcore-6-headers==8:6.9.11.60+dfsg-1.3 | libmagickcore-6-headers==8:6.9.11.60+dfsg-1.3+deb11u1
libmagickcore-6.q16-6:amd64==8:6.9.11.60+dfsg-1.3 | libmagickcore-6.q16-6:amd64==8:6.9.11.60+dfsg-1.3+deb11u1
libmagickcore-6.q16-6-extra:amd64==8:6.9.11.60+dfsg-1.3 | libmagickcore-6.q16-6-extra:amd64==8:6.9.11.60+dfsg-1.3+deb11
libmagickcore-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.3 | libmagickcore-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.3+deb11u1
libmagickcore-dev==8:6.9.11.60+dfsg-1.3 | libmagickcore-dev==8:6.9.11.60+dfsg-1.3+deb11u1
libmagickwand-6-headers==8:6.9.11.60+dfsg-1.3 | libmagickwand-6-headers==8:6.9.11.60+dfsg-1.3+deb11u1
libmagickwand-6.q16-6:amd64==8:6.9.11.60+dfsg-1.3 | libmagickwand-6.q16-6:amd64==8:6.9.11.60+dfsg-1.3+deb11u1
libmagickwand-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.3 | libmagickwand-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.3+deb11u1
libmagickwand-dev==8:6.9.11.60+dfsg-1.3 | libmagickwand-dev==8:6.9.11.60+dfsg-1.3+deb11u1
libtiff-dev:amd64==4.2.0-1+deb11u3 | libtiff-dev:amd64==4.2.0-1+deb11u4
libtiff5:amd64==4.2.0-1+deb11u3 | libtiff5:amd64==4.2.0-1+deb11u4
libtiffxx5:amd64==4.2.0-1+deb11u3 | libtiffxx5:amd64==4.2.0-1+deb11u4
v129 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v129
== Comparing pip list --format=freeze ==
GitPython==3.1.30 | GitPython==3.1.31
google-auth==2.16.0 | google-auth==2.16.1
grpcio==1.51.1 | grpcio==1.51.3
importlib-resources==5.10.2 | importlib-resources==5.12.0
jupyter_client==8.0.2 | jupyter_client==8.0.3
jupyter-events==0.5.0 | jupyter-events==0.6.3
jupyter_server==2.2.1 | jupyter_server==2.3.0
jupyter_server_fileid==0.6.0 | jupyter_server_fileid==0.7.0
nbclassic==0.5.1 | nbclassic==0.5.2
prompt-toolkit==3.0.36 | prompt-toolkit==3.0.37
python-json-logger==2.0.5 | python-json-logger==2.0.7
scipy==1.10.0 | scipy==1.10.1
soupsieve==2.3.2.post1 | soupsieve==2.4
typing_extensions==4.4.0 | typing_extensions==4.5.0
Werkzeug==2.2.2 | Werkzeug==2.2.3
y-py==0.5.5 | y-py==0.5.9
zipp==3.13.0 | zipp==3.14.0
== 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
v129 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v129
== Comparing pip list --format=freeze ==
absl-py==1.2.0 | absl-py==1.4.0
aiohttp==3.8.1 | aiohttp==3.8.3
> aiohttp-cors==0.7.0
aiosignal==1.2.0 | aiorwlock==1.3.0
> aiosignal==1.3.1
alembic==1.9.3 | alembic==1.9.4
allennlp==2.10.1 <
anyio==3.6.1 | anyio==3.6.2
apache-beam==2.41.0 | apache-beam==2.44.0
asn1crypto==1.5.1 <
attrs==22.1.0 | attrs==22.2.0
Babel==2.10.3 | Babel==2.11.0
> backoff==1.10.0
base58==2.1.1 <
beatrix-jupyterlab==3.1.7 | beatrix-jupyterlab==2023.123.173907
black==22.6.0 <
bleach==5.0.1 | bleach==6.0.0
blinker==1.4 | blessed==1.19.1
boto3==1.26.72 | boto3==1.26.77
cached-path==1.1.6 <
cloudpickle==2.2.0 | cloud-tpu-profiler==2.4.0
> cloudpickle==2.2.1
cmake==3.24.1.1 | cmake==3.25.0
> colorful==0.5.5
commonmark==0.9.1 | conda==22.9.0
conda==4.14.0 <
conda-package-handling==1.8.1 | conda-package-handling==2.0.2
> conda_package_streaming==0.7.0
configparser==5.3.0 <
contextlib2==21.6.0 <
cryptography==37.0.4 | cryptography==38.0.2
> cudf==21.12.2
> cuml==21.12.0
> cupy==9.6.0
cytoolz==0.12.1 | cytoolz==0.12.0
> dask-cudf==21.12.2
> db-dtypes==1.0.5
debugpy==1.6.3 | debugpy==1.6.6
distributed==2022.2.0 | distributed==2021.11.2
dm-tree==0.1.7 | dm-tree==0.1.8
docker==5.0.3 | docker==6.0.1
earthengine-api==0.1.341 | earthengine-api==0.1.342
en-core-web-lg==3.3.0 | en-core-web-lg==3.5.0
en-core-web-sm==3.3.0 | en-core-web-sm==3.5.0
fairscale==0.4.6 <
fastapi==0.92.0 | fastapi==0.89.1
fastavro==1.6.1 | fastavro==1.7.0
fasteners==0.17.3 | fasteners==0.18
fastjsonschema==2.16.1 | fastjsonschema==2.16.2
fastrlock==0.8.1 | fastrlock==0.8
filelock==3.7.1 | filelock==3.9.0
flatbuffers==1.12 | flatbuffers==23.1.21
flit_core==3.7.1 | flit_core==3.8.0
fonttools==4.37.1 | fonttools==4.38.0
frozendict==2.3.4 | frozendict==2.3.5
frozenlist==1.3.1 | frozenlist==1.3.3
future==0.18.2 | future==0.18.3
gcsfs==2022.8.2 | gcsfs==2023.1.0
gitdb==4.0.9 | gitdb==4.0.10
GitPython==3.1.27 | GitPython==3.1.30
google-api-core==1.33.0 | google-api-core==1.34.0
google-api-python-client==2.61.0 | google-api-python-client==2.79.0
google-cloud-appengine-logging==1.1.4 <
google-cloud-audit-log==0.2.4 <
google-cloud-bigquery-storage==2.13.2 | google-cloud-bigtable==1.7.3
google-cloud-bigtable==2.11.3 <
google-cloud-dataproc==5.0.1 | google-cloud-datastore==1.15.5
google-cloud-datastore==2.8.1 | google-cloud-dlp==3.11.1
google-cloud-dlp==3.9.0 | google-cloud-language==2.6.1
google-cloud-firestore==2.6.1 | google-cloud-monitoring==2.14.1
google-cloud-kms==2.12.1 | google-cloud-pubsub==2.14.0
google-cloud-language==2.5.2 | google-cloud-pubsublite==1.6.0
google-cloud-logging==3.2.2 <
google-cloud-monitoring==2.11.1 <
google-cloud-pubsub==2.13.6 <
google-cloud-pubsublite==1.4.3 <
google-cloud-resource-manager==1.6.1 | google-cloud-resource-manager==1.8.1
google-cloud-scheduler==2.7.1 | google-cloud-spanner==3.27.0
google-cloud-spanner==3.20.0 <
google-cloud-speech==2.15.1 <
google-cloud-tasks==2.10.2 | google-cloud-translate==3.8.4
google-cloud-translate==3.8.2 | google-cloud-videointelligence==2.8.3
google-cloud-videointelligence==2.8.1 <
google-crc32c==1.1.2 | google-crc32c==1.5.0
googleapis-common-protos==1.56.4 | googleapis-common-protos==1.58.0
> gpustat==1.0.0
greenlet==1.1.3 | greenlet==2.0.1
grpc-google-iam-v1==0.12.4 | grpc-google-iam-v1==0.12.6
grpcio==1.48.1 | grpcio==1.51.1
grpcio-gcp==0.2.2 | grpcio-status==1.48.2
grpcio-status==1.48.1 | gviz-api==1.10.0
gym==0.26.2 | gym==0.23.1
h5py==3.7.0 | h5py==3.8.0
huggingface-hub==0.10.1 | huggingface-hub==0.12.1
idna==3.3 | idna==3.4
ImageHash==4.3.0 | ImageHash==4.3.1
imageio==2.21.3 | imageio==2.25.0
importlib-metadata==6.0.0 | importlib-metadata==4.11.4
ipydatawidgets==4.3.2 | ipydatawidgets==4.3.3
ipykernel==6.15.3 | ipykernel==6.16.2
ipython==7.33.0 | ipython==7.34.0
ipython-sql==0.3.9 | ipython-sql==0.4.1
jaraco.classes==3.2.2 <
jedi==0.18.1 | jedi==0.18.2
jeepney==0.8.0 <
joblib==1.0.1 | joblib==1.2.0
json5==0.9.5 | json5==0.9.11
jsonnet==0.19.1 | jsonschema==4.17.3
jsonschema==4.16.0 | jupyter-client==7.3.4
jupyter==1.0.0 | jupyter-console==6.6.1
jupyter_client==7.3.5 | jupyter_core==4.12.0
jupyter-console==6.4.4 <
jupyter_core==4.11.1 <
jupyter-server==1.18.1 | jupyter-server==1.23.5
jupyterlab==3.2.9 | jupyterlab==3.4.8
jupyterlab-git==0.39.2 | jupyterlab-git==0.41.0
jupyterlab-server==2.10.3 | jupyterlab_server==2.15.2
jupyterlab-widgets==3.0.3 | jupyterlab-widgets==3.0.5
jupytext==1.14.0 | jupytext==1.14.4
keras==2.9.0 | keras==2.11.0
Keras-Preprocessing==1.1.2 <
keyring==23.9.1 <
keyrings.google-artifactregistry-auth==1.1.1 <
> kubernetes==25.3.0
> lazy_loader==0.1
libclang==14.0.6 | libclang==15.0.6.1
libmambapy==0.25.0 | libmambapy==0.27.0
librosa==0.9.2 | librosa==0.10.0
lightning-utilities==0.6.0.post0 | lightning-utilities==0.7.1
llvmlite==0.38.1 | llvmlite==0.39.1
lmdb==1.4.0 <
lxml==4.9.1 | lxml==4.9.2
> lz4==4.3.2
mamba==0.25.0 | mamba==0.27.0
MarkupSafe==2.1.2 | MarkupSafe==2.1.1
mdit-py-plugins==0.3.0 | mdit-py-plugins==0.3.3
mdurl==0.1.0 | mdurl==0.1.2
missingno==0.4.2 | missingno==0.5.1
mistune==0.8.4 | mistune==2.0.4
more-itertools==8.14.0 <
multidict==6.0.2 | multidict==6.0.4
multimethod==1.4 | multimethod==1.9.1
mypy-extensions==0.4.3 <
nbclassic==0.4.3 | nbclassic==0.4.8
nbclient==0.5.13 | nbclient==0.7.2
nbconvert==6.4.5 | nbconvert==7.2.8
nbformat==5.5.0 | nbformat==5.7.3
nest-asyncio==1.5.5 | nest-asyncio==1.5.6
networkx==2.7 | networkx==2.6.3
nltk==3.8.1 | nltk==3.2.4
nnabla==1.34.0 <
nnabla-ext-cuda110==1.34.0 <
notebook==6.4.12 | notebook==6.5.2
notebook-shim==0.1.0 | notebook_shim==0.2.2
numba==0.55.2 | numba==0.56.4
> nvidia-ml-py==11.495.46
> nvtx==0.2.3
oauthlib==3.2.1 | oauthlib==3.2.2
> objsize==0.6.1
onnx==1.13.0 | onnx==1.13.1
> opencensus==0.11.1
> opencensus-context==0.1.3
> opentelemetry-api==1.1.0
> opentelemetry-exporter-otlp==1.1.0
> opentelemetry-exporter-otlp-proto-grpc==1.1.0
> opentelemetry-proto==1.1.0
> opentelemetry-sdk==1.1.0
> opentelemetry-semantic-conventions==0.20b0
orjson==3.8.0 | orjson==3.8.5
ortools==9.5.2237 | ortools==9.4.1874
overrides==6.2.0 | overrides==6.5.0
pandas-profiling==3.1.0 | pandas-profiling==3.6.2
papermill==2.3.4 | papermill==2.4.0
patchelf==0.17.2.0 <
pathspec==0.10.1 <
patsy==0.5.2 | patsy==0.5.3
phik==0.12.2 | phik==0.12.3
Pillow==9.2.0 | Pillow==9.4.0
pip==22.2.2 | pip==22.3.1
platformdirs==2.5.2 | platformdirs==2.6.2
ply==3.11 <
polars==0.16.5 | polars==0.16.8
prettytable==3.4.1 | prettytable==0.7.2
prometheus-client==0.14.1 | prometheus-client==0.15.0
prompt-toolkit==3.0.31 | prompt-toolkit==3.0.36
proto-plus==1.22.1 | proto-plus==1.22.2
psutil==5.9.2 | psutil==5.9.3
> ptxcompiler==0.7.0
> py-spy==0.3.14
pyarrow==9.0.0 | pyarrow==5.0.0
pyasn1-modules==0.2.7 | pyasn1-modules==0.2.8
pycosat==0.6.3 | pycosat==0.6.4
pycrypto==2.6.1 | pycryptodome==3.17
pydantic==1.8.2 | pydantic==1.10.4
PyJWT==2.4.0 | PyJWT==2.6.0
pymongo==3.12.3 | pymongo==3.13.0
pyOpenSSL==22.0.0 | pyOpenSSL==23.0.0
PyQt5==5.15.7 | pyrsistent==0.19.3
PyQt5-sip==12.11.0 <
pyrsistent==0.18.1 <
pythreejs==2.4.1 | pythreejs==2.4.2
pytorch-ignite==0.4.10 | pytorch-ignite==0.4.11
pytorch-lightning==1.9.2 | pytorch-lightning==1.9.3
pytz==2022.2.1 | pytz==2022.7.1
pyzmq==23.2.1 | pyzmq==25.0.0
qtconsole==5.3.2 | qtconsole==5.4.0
QtPy==2.2.0 | QtPy==2.3.0
rasterstats==0.17.1 | rasterstats==0.18.0
> ray-cpp==2.2.0
requests==2.28.1 | requests==2.28.2
resampy==0.4.2 <
retrying==1.3.3 | retrying==1.3.4
rich==12.6.0 | rich==13.2.0
> rmm==21.12.0
sacremoses==0.0.53 <
seaborn==0.12.0 | seaborn==0.12.2
SecretStorage==3.3.3 <
shortuuid==1.0.11 <
sip==6.6.2 ...
v129 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v129
== Comparing pip list --format=freeze ==
absl-py==1.2.0 | absl-py==1.4.0
aiohttp==3.8.1 | aiohttp==3.8.3
> aiohttp-cors==0.7.0
aiosignal==1.2.0 | aiorwlock==1.3.0
> aiosignal==1.3.1
alembic==1.9.3 | alembic==1.9.4
allennlp==2.10.1 <
anyio==3.6.1 | anyio==3.6.2
apache-beam==2.41.0 | apache-beam==2.44.0
asn1crypto==1.5.1 <
attrs==22.1.0 | attrs==22.2.0
Babel==2.10.3 | Babel==2.11.0
> backoff==1.10.0
base58==2.1.1 <
beatrix-jupyterlab==3.1.7 | beatrix-jupyterlab==2023.123.173907
black==22.6.0 <
bleach==5.0.1 | bleach==6.0.0
blinker==1.4 | blessed==1.19.1
boto3==1.26.72 | boto3==1.26.77
cached-path==1.1.6 <
cloudpickle==2.2.0 | cloudpickle==2.2.1
> cmake==3.25.0
> colorful==0.5.5
commonmark==0.9.1 | conda==22.9.0
conda==4.14.0 <
conda-package-handling==1.8.1 | conda-package-handling==2.0.2
> conda_package_streaming==0.7.0
cryptography==37.0.4 | cryptography==38.0.2
> db-dtypes==1.0.5
debugpy==1.6.3 | debugpy==1.6.6
dm-tree==0.1.7 | dm-tree==0.1.8
docker==5.0.3 | docker==6.0.1
earthengine-api==0.1.341 | earthengine-api==0.1.342
en-core-web-lg==3.3.0 | en-core-web-lg==3.5.0
en-core-web-sm==3.3.0 | en-core-web-sm==3.5.0
fairscale==0.4.6 <
fastapi==0.92.0 | fastapi==0.89.1
fastavro==1.6.1 | fastavro==1.7.0
fasteners==0.17.3 | fasteners==0.18
fastjsonschema==2.16.1 | fastjsonschema==2.16.2
filelock==3.7.1 | filelock==3.9.0
flatbuffers==1.12 | flatbuffers==23.1.21
flit_core==3.7.1 | flit_core==3.8.0
fonttools==4.37.1 | fonttools==4.38.0
frozendict==2.3.4 | frozendict==2.3.5
frozenlist==1.3.1 | frozenlist==1.3.3
future==0.18.2 | future==0.18.3
gcsfs==2022.8.2 | gcsfs==2023.1.0
gitdb==4.0.9 | gitdb==4.0.10
GitPython==3.1.27 | GitPython==3.1.30
google-api-core==1.33.0 | google-api-core==1.34.0
google-api-python-client==2.61.0 | google-api-python-client==2.79.0
google-cloud-appengine-logging==1.1.4 <
google-cloud-audit-log==0.2.4 <
google-cloud-bigquery-storage==2.13.2 | google-cloud-bigtable==1.7.3
google-cloud-bigtable==2.11.3 <
google-cloud-dataproc==5.0.1 | google-cloud-datastore==1.15.5
google-cloud-datastore==2.8.1 | google-cloud-dlp==3.11.1
google-cloud-dlp==3.9.0 | google-cloud-language==2.6.1
google-cloud-firestore==2.6.1 | google-cloud-monitoring==2.14.1
google-cloud-kms==2.12.1 | google-cloud-pubsub==2.14.0
google-cloud-language==2.5.2 | google-cloud-pubsublite==1.6.0
google-cloud-logging==3.2.2 <
google-cloud-monitoring==2.11.1 <
google-cloud-pubsub==2.13.6 <
google-cloud-pubsublite==1.4.3 <
google-cloud-resource-manager==1.6.1 | google-cloud-resource-manager==1.8.1
google-cloud-scheduler==2.7.1 | google-cloud-spanner==3.27.0
google-cloud-spanner==3.20.0 <
google-cloud-speech==2.15.1 <
google-cloud-tasks==2.10.2 | google-cloud-translate==3.8.4
google-cloud-translate==3.8.2 | google-cloud-videointelligence==2.8.3
google-cloud-videointelligence==2.8.1 <
google-crc32c==1.1.2 | google-crc32c==1.5.0
googleapis-common-protos==1.56.4 | googleapis-common-protos==1.58.0
> gpustat==1.0.0
greenlet==1.1.3 | greenlet==2.0.1
grpc-google-iam-v1==0.12.4 | grpc-google-iam-v1==0.12.6
grpcio==1.48.1 | grpcio==1.51.1
grpcio-gcp==0.2.2 | grpcio-status==1.48.2
grpcio-status==1.48.1 <
gym==0.26.2 | gym==0.23.1
h5py==3.7.0 | h5py==3.8.0
huggingface-hub==0.10.1 | huggingface-hub==0.12.1
idna==3.3 | idna==3.4
ImageHash==4.3.0 | ImageHash==4.3.1
imageio==2.21.3 | imageio==2.25.0
importlib-metadata==6.0.0 | importlib-metadata==4.11.4
ipydatawidgets==4.3.2 | ipydatawidgets==4.3.3
ipykernel==6.15.3 | ipykernel==6.16.2
ipython==7.33.0 | ipython==7.34.0
ipython-sql==0.3.9 | ipython-sql==0.4.1
jaraco.classes==3.2.2 <
jedi==0.18.1 | jedi==0.18.2
jeepney==0.8.0 <
joblib==1.0.1 | joblib==1.2.0
json5==0.9.5 | json5==0.9.11
jsonnet==0.19.1 | jsonschema==4.17.3
jsonschema==4.16.0 | jupyter_client==7.4.9
jupyter==1.0.0 | jupyter-console==6.6.1
jupyter_client==7.3.5 | jupyter_core==4.12.0
jupyter-console==6.4.4 <
jupyter_core==4.11.1 <
jupyter-server==1.18.1 | jupyter-server==1.23.5
jupyterlab==3.2.9 | jupyterlab==3.4.8
jupyterlab-git==0.39.2 | jupyterlab-git==0.41.0
jupyterlab-server==2.10.3 | jupyterlab_server==2.15.2
jupyterlab-widgets==3.0.3 | jupyterlab-widgets==3.0.5
jupytext==1.14.0 | jupytext==1.14.4
keras==2.9.0 | keras==2.11.0
Keras-Preprocessing==1.1.2 <
keyring==23.9.1 <
keyrings.google-artifactregistry-auth==1.1.1 <
> kubernetes==25.3.0
> lazy_loader==0.1
libclang==14.0.6 | libclang==15.0.6.1
libmambapy==0.25.0 | libmambapy==0.27.0
librosa==0.9.2 | librosa==0.10.0
lightning-utilities==0.6.0.post0 | lightning-utilities==0.7.1
llvmlite==0.38.1 | llvmlite==0.39.1
lmdb==1.4.0 <
lxml==4.9.1 | lxml==4.9.2
> lz4==4.3.2
mamba==0.25.0 | mamba==0.27.0
MarkupSafe==2.1.2 | MarkupSafe==2.1.1
mdit-py-plugins==0.3.0 | mdit-py-plugins==0.3.3
mdurl==0.1.0 | mdurl==0.1.2
missingno==0.4.2 | missingno==0.5.1
mistune==0.8.4 | mistune==2.0.4
more-itertools==8.14.0 <
multidict==6.0.2 | multidict==6.0.4
multimethod==1.4 | multimethod==1.9.1
mypy-extensions==0.4.3 <
nbclassic==0.4.3 | nbclassic==0.4.8
nbclient==0.5.13 | nbclient==0.7.2
nbconvert==6.4.5 | nbconvert==7.2.8
nbformat==5.5.0 | nbformat==5.7.3
nest-asyncio==1.5.5 | nest-asyncio==1.5.6
networkx==2.7 | networkx==2.6.3
nltk==3.8.1 | nltk==3.2.4
notebook==6.4.12 | notebook==6.5.2
notebook-shim==0.1.0 | notebook_shim==0.2.2
numba==0.55.2 | numba==0.56.4
> nvidia-ml-py==11.495.46
oauthlib==3.2.1 | oauthlib==3.2.2
> objsize==0.6.1
onnx==1.13.0 | onnx==1.13.1
> opencensus==0.11.1
> opencensus-context==0.1.3
> opentelemetry-api==1.1.0
> opentelemetry-exporter-otlp==1.1.0
> opentelemetry-exporter-otlp-proto-grpc==1.1.0
> opentelemetry-proto==1.1.0
> opentelemetry-sdk==1.1.0
> opentelemetry-semantic-conventions==0.20b0
orjson==3.8.0 | orjson==3.8.5
ortools==9.5.2237 | ortools==9.4.1874
overrides==6.2.0 | overrides==6.5.0
pandas-profiling==3.1.0 | pandas-profiling==3.6.2
papermill==2.3.4 | papermill==2.4.0
pathspec==0.10.1 <
patsy==0.5.2 | patsy==0.5.3
phik==0.12.2 | phik==0.12.3
Pillow==9.2.0 | Pillow==9.4.0
pip==22.2.2 | pip==22.3.1
platformdirs==2.5.2 | platformdirs==2.6.2
ply==3.11 <
polars==0.16.5 | polars==0.16.8
prettytable==3.4.1 | prettytable==0.7.2
prometheus-client==0.14.1 | prometheus-client==0.15.0
prompt-toolkit==3.0.31 | prompt-toolkit==3.0.36
proto-plus==1.22.1 | proto-plus==1.22.2
psutil==5.9.2 | psutil==5.9.3
> py-spy==0.3.14
pyarrow==9.0.0 | pyarrow==6.0.1
pyasn1-modules==0.2.7 | pyasn1-modules==0.2.8
pycosat==0.6.3 | pycosat==0.6.4
pycrypto==2.6.1 | pycryptodome==3.17
pydantic==1.8.2 | pydantic==1.10.4
PyJWT==2.4.0 | PyJWT==2.6.0
pymongo==3.12.3 | pymongo==3.13.0
pyOpenSSL==22.0.0 | pyOpenSSL==23.0.0
PyQt5==5.15.7 | pyrsistent==0.19.3
PyQt5-sip==12.11.0 <
pyrsistent==0.18.1 <
pythreejs==2.4.1 | pythreejs==2.4.2
pytorch-ignite==0.4.10 | pytorch-ignite==0.4.11
pytorch-lightning==1.9.2 | pytorch-lightning==1.9.3
pytz==2022.2.1 | pytz==2022.7.1
pyzmq==23.2.1 | pyzmq==25.0.0
qtconsole==5.3.2 | qtconsole==5.4.0
QtPy==2.2.0 | QtPy==2.3.0
rasterstats==0.17.1 | rasterstats==0.18.0
> ray-cpp==2.2.0
requests==2.28.1 | requests==2.28.2
resampy==0.4.2 <
retrying==1.3.3 | retrying==1.3.4
rich==12.6.0 | rich==13.2.0
sacremoses==0.0.53 <
seaborn==0.12.0 | seaborn==0.12.2
SecretStorage==3.3.3 <
shortuuid==1.0.11 <
sip==6.6.2 <
smmap==3.0.5 | smmap==5.0.0
spacy==3.3.2 | soxr==0.3.3
> spacy==3.5.0
SQLAlchemy==1.4.41 | SQLAlchemy==1.4.46
sqlparse==0.4.2 | sqlparse==0.4.3
starlette==0.25.0 | starlette==0.22.0
statsmodels==0.13.2 | statsmodels==0.13.5
tangled-up-in-unicode==0.1.0 | tangled-up-in-unicode==0.2.0
tenacity==8.0.1 | tenacity==8.1.0
tensorboard==2.9.1 | tensorboard==2.11.2
tensorboard-plugin-profile==2.5.0 | tensorboard-plugin-profile==2.11.1
tensorboardX==2.6 | tensorboardX==2....