Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v134 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v134
== Comparing pip list --format=freeze ==
albumentations==1.3.0 | albumentations==1.3.1
altair==5.0.0 | altair==5.0.1
atpublic==3.1.1 | atpublic==3.1.2
bayespy==0.5.25 | bayespy==0.5.26
bokeh==2.4.3 | bokeh==3.1.1
cubinlinker==0.2.2 | cubinlinker==0.3.0
cuda-python==11.8.1 | cuda-python==11.8.2
cudf==23.4.1 | cudf==23.6.0
cuml==23.4.1 | cuml==23.6.0
cupy==11.6.0 | cupy==12.0.0
dask==2023.5.0 | dask==2023.6.0
dask-cuda==23.4.0 | dask-cuda==23.6.0
dask-cudf==23.4.1 | dask-cudf==23.6.0
dataclasses-json==0.5.7 | dataclasses-json==0.5.8
datashader==0.14.4 | datashader==0.15.0
earthengine-api==0.1.354 | earthengine-api==0.1.356
easyocr==1.6.2 | easyocr==1.7.0
emoji==2.2.0 | emoji==2.5.0
> exceptiongroup==1.1.1
Fiona==1.8.22 | Fiona==1.9.4.post1
fsspec==2023.5.0 | fsspec==2023.6.0
geopandas==0.13.0 | geopandas==0.13.2
geoviews==1.9.6 | geoviews==1.10.0
google-api-python-client==2.86.0 | google-api-python-client==2.88.0
holoviews==1.16.0 | holoviews==1.16.2
huggingface-hub==0.14.1 | huggingface-hub==0.15.1
ipydatawidgets==4.3.3 | iniconfig==2.0.0
> ipydatawidgets==4.3.4
ipyleaflet==0.17.2 | ipyleaflet==0.17.3
ipyvolume==0.6.1 | ipyvolume==0.6.3
ipyvue==1.9.0 | ipyvue==1.9.1
jax==0.4.10 | jax==0.4.8
jupyterlab==3.6.3 | jupyterlab==3.6.4
jupyterlab-lsp==4.1.0 | jupyterlab-lsp==4.2.0
Levenshtein==0.21.0 | Levenshtein==0.21.1
llvmlite==0.39.1 | linkify-it-py==2.0.2
> llvmlite==0.40.0
mizani==0.9.1 | mizani==0.9.2
mne==1.4.0 | mne==1.4.2
munch==3.0.0 <
netCDF4==1.6.3 | netCDF4==1.6.4
numba==0.56.4 | numba==0.57.0
opencv-contrib-python==4.5.4.60 | opencv-contrib-python==4.7.0.72
opencv-python==4.5.4.60 | opencv-python==4.7.0.72
opencv-python-headless==4.5.4.60 | opencv-python-headless==4.7.0.72
optuna==3.1.1 | optuna==3.2.0
orbax-checkpoint==0.2.3 | orbax-checkpoint==0.2.2
panel==0.14.4 | panel==1.1.0
polars==0.17.15 | polars==0.18.2
pyarrow==10.0.1 | pyarrow==11.0.0
pylibraft==23.4.1 | pylibraft==23.6.1
pypdf==3.9.0 | pypdf==3.9.1
pyproj==3.5.0 | pyproj==3.6.0
> pytest==7.3.2
python-Levenshtein==0.21.0 | python-Levenshtein==0.21.1
python-utils==3.5.2 | python-utils==3.6.0
pytorch-lightning==2.0.2 | pytorch-lightning==2.0.3
pyviz-comms==2.2.1 | pyviz-comms==2.3.1
quantecon==0.7.0 | quantecon==0.7.1
raft-dask==23.4.1 | raft-dask==23.6.1
rapidfuzz==3.0.0 | rapidfuzz==3.1.1
rasterstats==0.18.0 | rasterstats==0.19.0
rmm==23.4.1 | rmm==23.6.0
s3fs==2023.5.0 | s3fs==2023.6.0
sentry-sdk==1.24.0 | sentry-sdk==1.25.1
spaghetti==1.7.2 | spaghetti==1.7.3
tensorstore==0.1.36 | tensorstore==0.1.37
TPOT==0.11.7 | TPOT==0.12.0
transformers==4.29.2 | transformers==4.30.1
typing-inspect==0.8.0 | typing-inspect==0.9.0
ucx-py==0.31.0 | uc-micro-py==1.0.2
ujson==5.7.0 | ucx-py==0.32.0
> ujson==5.8.0
wandb==0.15.3 | wandb==0.15.4
wasabi==1.1.1 | wasabi==1.1.2
Werkzeug==2.3.4 | Werkzeug==2.3.6
woodwork==0.23.0 | woodwork==0.24.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libgbm1:amd64==22.2.5-0ubuntu0.1~22.04.2 | libgbm1:amd64==22.2.5-0ubuntu0.1~22.04.1
libgl1-mesa-dri:amd64==22.2.5-0ubuntu0.1~22.04.2 | libgl1-mesa-dri:amd64==22.2.5-0ubuntu0.1~22.04.1
libgl1-mesa-glx:amd64==22.2.5-0ubuntu0.1~22.04.2 | libgl1-mesa-glx:amd64==22.2.5-0ubuntu0.1~22.04.1
libglapi-mesa:amd64==22.2.5-0ubuntu0.1~22.04.2 | libglapi-mesa:amd64==22.2.5-0ubuntu0.1~22.04.1
libglx-mesa0:amd64==22.2.5-0ubuntu0.1~22.04.2 | libglx-mesa0:amd64==22.2.5-0ubuntu0.1~22.04.1
libssh-gcrypt-4:amd64==0.9.6-2build1 | libssh-gcrypt-4:amd64==0.9.6-2ubuntu0.22.04.1
mesa-va-drivers:amd64==22.2.5-0ubuntu0.1~22.04.2 | mesa-va-drivers:amd64==22.2.5-0ubuntu0.1~22.04.1
mesa-vdpau-drivers:amd64==22.2.5-0ubuntu0.1~22.04.2 | mesa-vdpau-drivers:amd64==22.2.5-0ubuntu0.1~22.04.1
v133 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v133
== Comparing pip list --format=freeze ==
alembic==1.10.3 | alembic==1.11.1
altair==4.2.2 | altair==5.0.0
astroid==2.15.3 | astroid==2.15.5
astropy==5.2.2 | astropy==5.3
attrs==22.2.0 | attrs==23.1.0
aws-requests-auth==0.4.3 <
bayesian-optimization==1.4.2 | bayesian-optimization==1.4.3
beatrix-jupyterlab==2023.46.184821 | beatrix-jupyterlab==2023.58.190319
> blinker==1.6.2
cachetools==5.3.0 | cachetools==4.2.4
catboost==1.1.1 | catboost==1.2
category-encoders==2.6.0 | category-encoders==2.6.1
certifi==2022.12.7 | certifi==2023.5.7
cesium==0.11.1 | cesium==0.12.1
cryptography==40.0.1 | cryptography==40.0.2
dask==2023.4.0 | dask==2023.5.0
dipy==1.6.0 | dipy==1.7.0
distributed==2023.4.0 | distributed==2023.5.0
docker==6.0.1 | docker==6.1.1
docutils==0.19 | docutils==0.20.1
earthengine-api==0.1.350 | earthengine-api==0.1.354
essentia==2.1b6.dev858 | essentia==2.1b6.dev1034
fastapi==0.95.0 | fastapi==0.95.1
fastavro==1.7.3 | fastavro==1.7.4
featuretools==1.25.0 | featuretools==1.26.0
filelock==3.11.0 | filelock==3.12.0
Flask==2.2.3 | Flask==2.3.2
flax==0.6.9 | flax==0.6.10
frozendict==2.3.7 | frozendict==2.3.8
fsspec==2023.4.0 | fsspec==2023.5.0
gcsfs==2023.3.0 | gcsfs==2023.5.0
geopandas==0.12.2 | geopandas==0.13.0
google-api-core==1.34.0 | google-api-core==1.33.2
google-auth==2.17.2 | google-auth==2.17.3
google-auth-oauthlib==0.4.6 | google-auth-oauthlib==1.0.0
google-cloud-pubsub==2.16.0 | google-cloud-pubsub==2.16.1
google-cloud-resource-manager==1.9.1 | google-cloud-resource-manager==1.10.0
google-cloud-spanner==3.30.0 | google-cloud-spanner==3.33.0
google-resumable-media==2.4.1 | google-resumable-media==2.5.0
googleapis-common-protos==1.59.0 | googleapis-common-protos==1.57.1
grpcio==1.53.0 | grpcio==1.51.3
grpcio-status==1.48.2 | grpcio-status==1.48.1
h2o==3.40.0.3 | h2o==3.40.0.4
hijri-converter==2.2.4 | hijri-converter==2.3.1
holidays==0.23 | holidays==0.24
holoviews==1.15.4 | holoviews==1.16.0
huggingface-hub==0.13.4 | huggingface-hub==0.14.1
imageio==2.27.0 | imageio==2.28.1
importlib-metadata==6.0.1 | importlib-metadata==5.2.0
ipykernel==6.22.0 | ipykernel==6.23.0
ipython==8.12.0 | ipython==8.13.2
jax==0.4.8 | jax==0.4.10
jsonlines==1.2.0 <
jupyter_client==8.1.0 | jupyter_client==7.4.9
jupyter-server-proxy==3.2.2 | jupyter_server_proxy==4.0.0
jupyterlab-lsp==4.0.1 | jupyterlab-lsp==4.1.0
jupyterlab_server==2.22.0 | jupyterlab_server==2.22.1
keras==2.11.0 | keras==2.12.0
keras-tuner==1.3.4 | keras-tuner==1.3.5
kfp==1.8.20 | kfp==1.8.21
kornia==0.6.11 | kornia==0.6.12
kt-legacy==1.0.4 | kt-legacy==1.0.5
llvmlite==0.39.1 | llvmlite==0.40.0
mizani==0.9.0 | mizani==0.9.1
mmh3==3.1.0 | mmh3==4.0.0
mne==1.3.1 | mne==1.4.0
momepy==0.5.4 | momepy==0.6.0
munch==2.5.0 | munch==3.0.0
nbclassic==0.5.5 | nbclassic==1.0.0
nbdime==3.1.1 | nbdime==3.2.0
nilearn==0.10.0 | nilearn==0.10.1
notebook_shim==0.2.2 | notebook_shim==0.2.3
numba==0.56.4 | numba==0.57.0
onnx==1.13.1 | onnx==1.14.0
optax==0.1.4 | optax==0.1.5
orbax-checkpoint==0.2.1 | orbax-checkpoint==0.2.3
orjson==3.8.10 | orjson==3.8.12
pip==23.0.1 | pip==23.1.2
platformdirs==3.2.0 | platformdirs==3.5.0
polars==0.17.5 | polars==0.17.15
psutil==5.9.4 | psutil==5.9.3
pyaml==21.10.1 | pyaml==23.5.9
pyasn1-modules==0.2.8 | pyasn1-modules==0.2.7
pycolmap==0.3.0 | pycolmap==0.4.0
pycryptodome==3.17 | pycryptodome==3.18.0
pygeos==0.14 | pygltflib==1.15.6
pygltflib==1.15.5 | Pygments==2.15.1
Pygments==2.15.0 <
pylint==2.17.2 | pylint==2.17.4
pynndescent==0.5.9 | pynndescent==0.5.10
pypdf==3.8.0 | pypdf==3.9.0
python-lsp-server==1.7.2 | python-lsp-server==1.7.3
pytorch-ignite==0.4.11 | pytorch-ignite==0.4.12
pytorch-lightning==2.0.1.post0 | pytorch-lightning==2.0.2
pytz-deprecation-shim==0.1.0.post0 <
PyYAML==6.0 | PyYAML==5.4.1
qtconsole==5.4.2 | qtconsole==5.4.3
quantecon==0.6.0 | quantecon==0.7.0
quilt3==5.3.0 <
rasterio==1.3.6 | rasterio==1.3.7
ray==2.3.1 | ray==2.4.0
ray-cpp==2.3.1 | ray-cpp==2.4.0
regex==2023.3.23 | regex==2023.5.5
requests-futures==1.0.0 <
retrying==1.3.4 | retrying==1.3.3
rich==13.3.3 | rich==13.3.5
rope==1.7.0 | rope==1.8.0
ruamel.yaml==0.17.21 | ruamel.yaml==0.17.24
rvlib==0.0.6 <
s3fs==2023.4.0 | s3fs==2023.5.0
s3transfer==0.6.0 | s3transfer==0.6.1
> safetensors==0.3.1
scipy==1.9.3 | scipy==1.10.1
segregation==2.3.1 | segregation==2.4.2
Send2Trash==1.8.0 | Send2Trash==1.8.2
sentencepiece==0.1.98 | sentencepiece==0.1.99
sentry-sdk==1.20.0 | sentry-sdk==1.24.0
soundfile==0.11.0 | soundfile==0.12.1
soupsieve==2.4 | soupsieve==2.3.2.post1
spacy==3.5.2 | spacy==3.5.3
SQLAlchemy==2.0.9 | SQLAlchemy==2.0.12
sqlglot==11.5.5 | sqlglot==11.7.1
sqlparse==0.4.3 | sqlparse==0.4.4
sympy==1.11.1 | sympy==1.12
tensorboard==2.11.2 | tensorboard==2.12.3
tensorboard-data-server==0.6.1 | tensorboard-data-server==0.7.0
tensorboard-plugin-wit==1.8.1 <
tensorflow==2.11.0 | tensorflow==2.12.0
tensorflow-datasets==4.9.0 | tensorflow-datasets==4.9.2
tensorflow-decision-forests==1.2.0 | tensorflow-decision-forests==1.3.0
tensorflow-estimator==2.11.0 | tensorflow-estimator==2.12.0
tensorflow-gcs-config==2.11.0 | tensorflow-gcs-config==2.12.0
tensorflow-io==0.29.0 | tensorflow-io==0.31.0
tensorflow-io-gcs-filesystem==0.29.0 | tensorflow-io-gcs-filesystem==0.31.0
tensorflow-probability==0.19.0 | tensorflow-probability==0.20.0
tensorflow-serving-api==2.11.0 | tensorflow-serving-api==2.12.1
tensorflow-text==2.11.0 | tensorflow-text==2.12.1
tensorstore==0.1.35 | tensorstore==0.1.36
termcolor==2.2.0 | termcolor==2.3.0
thinc==8.1.9 | thinc==8.1.10
tifffile==2023.3.21 | tifffile==2023.4.12
timm==0.6.13 | timm==0.9.2
tobler==0.9.0 | tobler==0.10
tomlkit==0.11.7 | tomlkit==0.11.8
torchinfo==1.7.2 | torchinfo==1.8.0
tornado==6.2 | tornado==6.3.1
transformers==4.28.1 | transformers==4.29.2
tzdata==2023.3 | tzlocal==5.0.1
tzlocal==4.3 <
uvicorn==0.21.1 | uvicorn==0.22.0
wandb==0.15.0 | wandb==0.15.3
websockets==11.0.2 | websockets==11.0.3
Werkzeug==2.2.3 | Werkzeug==2.3.4
wfdb==4.1.0 | wfdb==4.1.1
whatthepatch==1.0.4 | whatthepatch==1.0.5
wordcloud==1.8.2.2 | wordcloud==1.9.2
wrapt==1.15.0 | wrapt==1.14.1
xarray==2023.4.1 | xarray==2023.5.0
xyzservices==2023.2.0 | xyzservices==2023.5.0
yapf==0.32.0 | yapf==0.33.0
yarl==1.8.2 | yarl==1.9.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
ca-certificates-java==20190405ubuntu1 | ca-certificates-java==20190405ubuntu1.1
distro-info-data==0.43ubuntu1.12 | distro-info-data==0.43ubuntu1.13
> fonts-liberation==1:1.07.4-11
gcsfuse==0.42.3 | gcsfuse==0.42.4
git==1:2.25.1-1ubuntu3.10 | git==1:2.25.1-1ubuntu3.11
git-man==1:2.25.1-1ubuntu3.10 | git-man==1:2.25.1-1ubuntu3.11
google-cloud-sdk==425.0.0-0 | google-cloud-sdk==429.0.0-0
libfreetype-dev:amd64==2.10.1-2ubuntu0.2 | libfreetype-dev:amd64==2.10.1-2ubuntu0.3
libfreetype6:amd64==2.10.1-2ubuntu0.2 | libfreetype6:amd64==2.10.1-2ubuntu0.3
libfreetype6-dev:amd64==2.10.1-2ubuntu0.2 | libfreetype6-dev:amd64==2.10.1-2ubuntu0.3
> libgts-bin==0.7.6+darcs121130-4
libpam-systemd:amd64==245.4-4ubuntu3.20 | libpam-systemd:amd64==245.4-4ubuntu3.21
libssl1.1:amd64==1.1.1f-1ubuntu2.17 | libssl1.1:amd64==1.1.1f-1ubuntu2.18
libsystemd0:amd64==245.4-4ubuntu3.20 | libsystemd0:amd64==245.4-4ubuntu3.21
libudev1:amd64==245.4-4ubuntu3.20 | libudev1:amd64==245.4-4ubuntu3.21
libxml2:amd64==2.9.10+dfsg-5ubuntu0.20.04.5 | libxml2:amd64==2.9.10+dfsg-5ubuntu0.20.04.6
linux-libc-dev:amd64==5.4.0-146.163 | linux-libc-dev:amd64==5.4.0-148.165
openjdk-11-jre-headless:amd64==11.0.18+10-0ubuntu1~20.04.1 | openjdk-11-jre-headless:amd64==11.0.19+7~us1-0ubuntu1~20.04.1
openssh-client==1:8.2p1-4ubuntu0.5 | openssh-client==1:8.2p1-4ubuntu0.7
openssl==1.1.1f-1ubuntu2.17 | openssl==1.1.1f-1ubuntu2.18
sudo==1.8.31-1ubuntu1.4 | sudo==1.8.31-1ubuntu1.5
systemd==245.4-4ubuntu3.20 | systemd==245.4-4ubuntu3.21
systemd-sysv==245.4-4ubuntu3.20 | systemd-sysv==245.4-4ubuntu3.21
systemd-timesyncd==245.4-4ubuntu3.20 | systemd-timesyncd==245.4-4ubuntu3.21
tzdata==2022g-0ubuntu0.20.04....
v133 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v133
== Comparing pip list --format=freeze ==
alembic==1.10.3 | alembic==1.11.1
altair==4.2.2 | altair==5.0.0
astroid==2.15.3 | astroid==2.15.5
astropy==5.2.2 | astropy==5.3
attrs==22.2.0 | attrs==23.1.0
aws-requests-auth==0.4.3 <
bayesian-optimization==1.4.2 | bayesian-optimization==1.4.3
beatrix-jupyterlab==2023.46.184821 | beatrix-jupyterlab==2023.58.190319
> blinker==1.6.2
cachetools==5.3.0 | cachetools==4.2.4
catboost==1.1.1 | catboost==1.2
category-encoders==2.6.0 | category-encoders==2.6.1
certifi==2022.12.7 | certifi==2023.5.7
cesium==0.11.1 | cesium==0.12.1
cryptography==40.0.1 | cryptography==40.0.2
cudf==23.4.0 | cudf==23.4.1
cuml==23.4.0 | cuml==23.4.1
dask==2023.4.0 | dask==2023.5.0
dask-cudf==23.4.0 | dask-cudf==23.4.1
dipy==1.6.0 | dipy==1.7.0
docker==6.0.1 | docker==6.1.1
docutils==0.19 | docutils==0.20.1
earthengine-api==0.1.350 | earthengine-api==0.1.354
essentia==2.1b6.dev858 | essentia==2.1b6.dev1034
fastapi==0.95.0 | fastapi==0.95.1
fastavro==1.7.3 | fastavro==1.7.4
featuretools==1.25.0 | featuretools==1.26.0
filelock==3.11.0 | filelock==3.12.0
Flask==2.2.3 | Flask==2.3.2
flax==0.6.9 | flax==0.6.10
frozendict==2.3.7 | frozendict==2.3.8
fsspec==2023.4.0 | fsspec==2023.5.0
gcsfs==2023.3.0 | gcsfs==2023.5.0
geopandas==0.12.2 | geopandas==0.13.0
google-api-core==1.34.0 | google-api-core==1.33.2
google-auth==2.17.2 | google-auth==2.17.3
google-auth-oauthlib==0.4.6 | google-auth-oauthlib==1.0.0
google-cloud-datastore==2.15.1 | google-cloud-datastore==2.15.2
google-cloud-pubsub==2.16.0 | google-cloud-pubsub==2.16.1
google-cloud-resource-manager==1.9.1 | google-cloud-resource-manager==1.10.0
google-cloud-spanner==3.30.0 | google-cloud-spanner==3.33.0
google-resumable-media==2.4.1 | google-resumable-media==2.5.0
googleapis-common-protos==1.59.0 | googleapis-common-protos==1.57.1
grpcio==1.53.0 | grpcio==1.51.1
grpcio-status==1.48.2 | grpcio-status==1.48.1
h2o==3.40.0.3 | h2o==3.40.0.4
hijri-converter==2.2.4 | hijri-converter==2.3.1
holidays==0.23 | holidays==0.24
holoviews==1.15.4 | holoviews==1.16.0
huggingface-hub==0.13.4 | huggingface-hub==0.14.1
imageio==2.27.0 | imageio==2.28.1
importlib-metadata==6.0.1 | importlib-metadata==5.2.0
ipykernel==6.22.0 | ipykernel==6.23.0
ipython==8.12.0 | ipython==8.13.2
jax==0.4.8 | jax==0.4.10
jaxlib==0.4.7+cuda11.cudnn82 | jaxlib==0.4.7+cuda11.cudnn86
jsonlines==1.2.0 <
jupyter_client==8.1.0 | jupyter_client==7.4.9
jupyter-server-proxy==3.2.2 | jupyter_server_proxy==4.0.0
jupyterlab-lsp==4.0.1 | jupyterlab-lsp==4.1.0
jupyterlab_server==2.22.0 | jupyterlab_server==2.22.1
keras==2.11.0 | keras==2.12.0
keras-tuner==1.3.4 | keras-tuner==1.3.5
kfp==1.8.20 | kfp==1.8.21
kornia==0.6.11 | kornia==0.6.12
kt-legacy==1.0.4 | kt-legacy==1.0.5
mizani==0.9.0 | mizani==0.9.1
mmh3==3.1.0 | mmh3==4.0.0
mne==1.3.1 | mne==1.4.0
momepy==0.5.4 | momepy==0.6.0
munch==2.5.0 | munch==3.0.0
nbclassic==0.5.5 | nbclassic==1.0.0
nbdime==3.1.1 | nbdime==3.2.0
nilearn==0.10.0 | nilearn==0.10.1
notebook_shim==0.2.2 | notebook_shim==0.2.3
nvtx==0.2.4 | nvtx==0.2.5
onnx==1.13.1 | onnx==1.14.0
optax==0.1.4 | optax==0.1.5
orbax-checkpoint==0.2.1 | orbax-checkpoint==0.2.3
orjson==3.8.10 | orjson==3.8.12
pip==23.0.1 | pip==23.1.2
platformdirs==3.2.0 | platformdirs==3.5.0
polars==0.17.5 | polars==0.17.15
psutil==5.9.4 | psutil==5.9.3
ptxcompiler==0.7.0 | ptxcompiler==0.8.1
pyaml==21.10.1 | pyaml==23.5.9
pyasn1-modules==0.2.8 | pyasn1-modules==0.2.7
pycolmap==0.3.0 | pycolmap==0.4.0
pycryptodome==3.17 | pycryptodome==3.18.0
pygeos==0.14 | pygltflib==1.15.6
pygltflib==1.15.5 | Pygments==2.15.1
Pygments==2.15.0 <
pylibraft==23.4.0 | pylibraft==23.4.1
pylint==2.17.2 | pylint==2.17.4
pynndescent==0.5.9 | pynndescent==0.5.10
pypdf==3.8.0 | pypdf==3.9.0
python-lsp-server==1.7.2 | python-lsp-server==1.7.3
pytorch-ignite==0.4.11 | pytorch-ignite==0.4.12
pytorch-lightning==2.0.1.post0 | pytorch-lightning==2.0.2
pytz-deprecation-shim==0.1.0.post0 <
PyYAML==6.0 | PyYAML==5.4.1
qtconsole==5.4.2 | qtconsole==5.4.3
quantecon==0.6.0 | quantecon==0.7.0
quilt3==5.3.0 | raft-dask==23.4.1
raft-dask==23.4.0 <
rasterio==1.3.6 | rasterio==1.3.7
ray==2.3.1 | ray==2.4.0
ray-cpp==2.3.1 | ray-cpp==2.4.0
regex==2023.3.23 | regex==2023.5.5
requests-futures==1.0.0 <
retrying==1.3.4 | retrying==1.3.3
rich==13.3.3 | rich==12.6.0
rmm==23.4.0 | rmm==23.4.1
rope==1.7.0 | rope==1.8.0
ruamel.yaml==0.17.21 | ruamel.yaml==0.17.24
rvlib==0.0.6 <
s3fs==2023.4.0 | s3fs==2023.5.0
s3transfer==0.6.0 | s3transfer==0.6.1
> safetensors==0.3.1
scipy==1.9.3 | scipy==1.10.1
segregation==2.3.1 | segregation==2.4.2
Send2Trash==1.8.0 | Send2Trash==1.8.2
sentencepiece==0.1.98 | sentencepiece==0.1.99
sentry-sdk==1.20.0 | sentry-sdk==1.24.0
soundfile==0.11.0 | soundfile==0.12.1
soupsieve==2.4 | soupsieve==2.3.2.post1
spacy==3.5.2 | spacy==3.5.3
SQLAlchemy==2.0.9 | SQLAlchemy==2.0.12
sqlglot==11.5.5 | sqlglot==11.7.1
sqlparse==0.4.3 | sqlparse==0.4.4
sympy==1.11.1 | sympy==1.12
tensorboard==2.11.2 | tensorboard==2.12.3
tensorboard-data-server==0.6.1 | tensorboard-data-server==0.7.0
tensorboard-plugin-wit==1.8.1 <
tensorflow==2.11.0 | tensorflow==2.12.0
tensorflow-datasets==4.9.0 | tensorflow-datasets==4.9.2
tensorflow-decision-forests==1.2.0 | tensorflow-decision-forests==1.3.0
tensorflow-estimator==2.11.0 | tensorflow-estimator==2.12.0
tensorflow-gcs-config==2.11.0 | tensorflow-gcs-config==2.12.0
tensorflow-io==0.29.0 | tensorflow-io==0.31.0
tensorflow-io-gcs-filesystem==0.29.0 | tensorflow-io-gcs-filesystem==0.31.0
tensorflow-probability==0.19.0 | tensorflow-probability==0.20.0
tensorflow-serving-api==2.11.0 | tensorflow-serving-api==2.12.1
tensorflow-text==2.11.0 | tensorflow-text==2.12.1
tensorstore==0.1.35 | tensorstore==0.1.36
termcolor==2.2.0 | termcolor==2.3.0
thinc==8.1.9 | thinc==8.1.10
tifffile==2023.3.21 | tifffile==2023.4.12
timm==0.6.13 | timm==0.9.2
tobler==0.9.0 | tobler==0.10
tomlkit==0.11.7 | tomlkit==0.11.8
torchinfo==1.7.2 | torchinfo==1.8.0
tornado==6.2 | tornado==6.3.1
transformers==4.28.1 | transformers==4.29.2
tzdata==2023.3 | tzlocal==5.0.1
tzlocal==4.3 <
uvicorn==0.21.1 | uvicorn==0.22.0
wandb==0.15.0 | wandb==0.15.3
websockets==11.0.2 | websockets==11.0.3
Werkzeug==2.2.3 | Werkzeug==2.3.4
wfdb==4.1.0 | wfdb==4.1.1
whatthepatch==1.0.4 | whatthepatch==1.0.5
wordcloud==1.8.2.2 | wordcloud==1.9.2
wrapt==1.15.0 | wrapt==1.14.1
xarray==2023.4.1 | xarray==2023.5.0
xyzservices==2023.2.0 | xyzservices==2023.5.0
yapf==0.32.0 | yapf==0.33.0
yarl==1.8.2 | yarl==1.9.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
Ubuntu 20.04.6 LTS | Ubuntu 22.04.2 LTS
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
adduser==3.118ubuntu2 | adduser==3.118ubuntu5
adwaita-icon-theme==3.36.1-2ubuntu0.20.04.2 | adwaita-icon-theme==41.0-1ubuntu1
apt==2.0.9 | apt==2.4.9
apt-transport-https==2.0.9 | apt-transport-https==2.4.9
apt-utils==2.0.9 | apt-utils==2.4.9
base-files==11ubuntu5.7 | base-files==12ubuntu4.3
base-passwd==3.5.47 | base-passwd==3.5.52build1
bash==5.0-6ubuntu1.2 | bash==5.1-6ubuntu1
binutils==2.34-6ubuntu1.4 | binutils==2.38-4ubuntu2.1
binutils-common:amd64==2.34-6ubuntu1.4 | binutils-common:amd64==2.38-4ubuntu2.1
binutils-x86-64-linux-gnu==2.34-6ubuntu1.4 | binutils-x86-64-linux-gnu==2.38-4ubuntu2.1
blt==2.5.3+dfsg-4 | blt==2.5.3+dfsg-4.1build2
bsdmainutils==11.1.2ubuntu3 | bsdextrautils==2.37.2-4ubuntu3
bsdutils==1:2.34-0.1ubuntu9.3 | bsdutils==1:2.37.2-4ubuntu3
build-essential==12.8ubuntu1.1 | build-essential==12.9ubuntu3
bzip2==1.0.8-2 | bzip2==1.0.8-5build1
ca-certificates==20211016ubuntu0.20.04.1 | ca-certificates==20211016ubuntu0.22.04.1
ca-certificates-java==20190405ubuntu1 | ca-certificates-java==20190909ubuntu1.2
clinfo==2.2.18.04.06-1 | clinfo==3.0.21.02.21-1
cmake==3.16.3-1ubuntu1.20.04.1 | cmake==3.22.1-1ubuntu1.22.04.1
cmake-data==3.16.3-1ubuntu1.20.04.1 | cmake-data==3.22.1-1ubuntu1.22.04.1
coreutils==8.30-3ubuntu2 | coreutils==8.32-4.1ubuntu1
cpp...
v133 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v133
== Comparing pip list --format=freeze ==
astroid==2.15.3 | astroid==2.15.5
certifi==2022.12.7 | certifi==2023.5.7
etils==1.2.0 | etils==1.3.0
fastjsonschema==2.16.3 | fastjsonschema==2.17.1
flatbuffers==23.3.3 | flatbuffers==23.5.9
flax==0.6.9 | flax==0.6.10
fonttools==4.39.3 | fonttools==4.39.4
google-auth==2.17.3 | google-auth==2.18.1
grpcio==1.54.0 | grpcio==1.55.0
importlib-metadata==6.5.0 | importlib-metadata==6.6.0
ipykernel==6.22.0 | ipykernel==6.23.1
ipython==8.12.0 | ipython==8.12.2
json5==0.9.11 | json5==0.9.14
lit==16.0.1 | lit==16.0.5
llvmlite==0.39.1 | llvmlite==0.40.0
nbclassic==0.5.5 | nbclassic==1.0.0
nbclient==0.7.3 | nbclient==0.8.0
nbconvert==7.3.1 | nbconvert==7.4.0
notebook_shim==0.2.2 | notebook_shim==0.2.3
numba==0.56.4 | numba==0.57.0
optax==0.1.4 | optax==0.1.5
pandas==2.0.0 | pandas==2.0.1
platformdirs==3.2.0 | platformdirs==3.5.1
pyasn1==0.4.8 | pyasn1==0.5.0
pyasn1-modules==0.2.8 | pyasn1-modules==0.3.0
pylint==2.17.2 | pylint==2.17.4
python-lsp-server==1.7.2 | python-lsp-server==1.7.3
requests==2.28.2 | requests==2.31.0
rich==13.3.4 | rich==13.3.5
rope==1.7.0 | rope==1.8.0
Send2Trash==1.8.0 | Send2Trash==1.8.2
sentry-sdk==1.20.0 | sentry-sdk==1.24.0
sympy==1.11.1 | sympy==1.12
tensorboard==2.12.2 | tensorboard==2.12.3
tensorboard-plugin-wit==1.8.1 <
tensorflow-probability==0.19.0 | tensorflow-probability==0.20.1
tensorstore==0.1.35 | tensorstore==0.1.36
termcolor==2.2.0 | termcolor==2.3.0
tomlkit==0.11.7 | tomlkit==0.11.8
tornado==6.3 | tornado==6.3.2
typing_extensions==4.5.0 | typing_extensions==4.6.0
urllib3==1.26.15 | urllib3==1.26.16
websocket-client==1.5.1 | websocket-client==1.5.2
Werkzeug==2.2.3 | Werkzeug==2.3.4
whatthepatch==1.0.4 | whatthepatch==1.0.5
yapf==0.32.0 | yapf==0.33.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==11.1+deb11u6 | base-files==11.1+deb11u7
debian-archive-keyring==2021.1.1 | debian-archive-keyring==2021.1.1+deb11u1
grep==3.6-1 | grep==3.6-1+deb11u1
libc-bin==2.31-13+deb11u5 | libc-bin==2.31-13+deb11u6
libc-dev-bin==2.31-13+deb11u5 | libc-dev-bin==2.31-13+deb11u6
libc6:amd64==2.31-13+deb11u5 | libc6:amd64==2.31-13+deb11u6
libc6-dev:amd64==2.31-13+deb11u5 | libc6-dev:amd64==2.31-13+deb11u6
libmariadb-dev==1:10.5.18-0+deb11u1 | libmariadb-dev==1:10.5.19-0+deb11u2
libmariadb-dev-compat:amd64==1:10.5.18-0+deb11u1 | libmariadb-dev-compat:amd64==1:10.5.19-0+deb11u2
libmariadb3:amd64==1:10.5.18-0+deb11u1 | libmariadb3:amd64==1:10.5.19-0+deb11u2
libncurses-dev:amd64==6.2+20201114-2 | libncurses-dev:amd64==6.2+20201114-2+deb11u1
libncurses5-dev:amd64==6.2+20201114-2 | libncurses5-dev:amd64==6.2+20201114-2+deb11u1
libncurses6:amd64==6.2+20201114-2 | libncurses6:amd64==6.2+20201114-2+deb11u1
libncursesw5-dev:amd64==6.2+20201114-2 | libncursesw5-dev:amd64==6.2+20201114-2+deb11u1
libncursesw6:amd64==6.2+20201114-2 | libncursesw6:amd64==6.2+20201114-2+deb11u1
libpq-dev==13.9-0+deb11u1 | libpq-dev==13.10-0+deb11u1
libpq5:amd64==13.9-0+deb11u1 | libpq5:amd64==13.10-0+deb11u1
libsystemd0:amd64==247.3-7+deb11u1 | libsystemd0:amd64==247.3-7+deb11u2
libtinfo6:amd64==6.2+20201114-2 | libtinfo6:amd64==6.2+20201114-2+deb11u1
libudev1:amd64==247.3-7+deb11u1 | libudev1:amd64==247.3-7+deb11u2
libxml2:amd64==2.9.10+dfsg-6.7+deb11u3 | libxml2:amd64==2.9.10+dfsg-6.7+deb11u4
libxml2-dev:amd64==2.9.10+dfsg-6.7+deb11u3 | libxml2-dev:amd64==2.9.10+dfsg-6.7+deb11u4
linux-libc-dev:amd64==5.10.162-1 | linux-libc-dev:amd64==5.10.178-3
mariadb-common==1:10.5.18-0+deb11u1 | mariadb-common==1:10.5.19-0+deb11u2
ncurses-base==6.2+20201114-2 | ncurses-base==6.2+20201114-2+deb11u1
ncurses-bin==6.2+20201114-2 | ncurses-bin==6.2+20201114-2+deb11u1
tzdata==2021a-1+deb11u9 | tzdata==2021a-1+deb11u10
v132 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v132
== Comparing pip list --format=freeze ==
aiosqlite==0.18.0 | aiosqlite==0.19.0
> appdirs==1.4.4
> array-record==0.2.0
astroid==2.15.2 | astroid==2.15.3
attrs==22.2.0 | attrs==23.1.0
> audioread==3.0.0
beautifulsoup4==4.12.0 | beautifulsoup4==4.12.2
cmake==3.26.1 | cmake==3.26.3
debugpy==1.6.6 | debugpy==1.6.7
einops==0.6.0 | einops==0.6.1
etils==1.1.1 | etils==1.2.0
filelock==3.10.7 | filelock==3.12.0
flax==0.6.8 | flax==0.6.9
google-auth==2.17.1 | google-auth==2.17.3
grpcio==1.53.0 | grpcio==1.54.0
importlib-metadata==6.1.0 | importlib-metadata==6.5.0
> joblib==1.2.0
jupyter_client==8.1.0 | jupyter_client==8.2.0
jupyter_server_fileid==0.8.0 | jupyter_server_fileid==0.9.0
jupyter-ydoc==0.2.3 | jupyter-ydoc==0.2.4
jupyterlab_server==2.22.0 | jupyterlab_server==2.22.1
> lazy_loader==0.2
> librosa==0.10.0.post2
lit==16.0.0 | lit==16.0.1
> llvmlite==0.39.1
ml-dtypes==0.0.4 | ml-dtypes==0.1.0
nbclassic==0.5.4 | nbclassic==0.5.5
nbconvert==7.3.0 | nbconvert==7.3.1
networkx==3.0 | networkx==3.1
notebook==6.5.3 | notebook==6.5.4
> numba==0.56.4
> opencv-python-headless==4.7.0.72
orbax==0.1.7 | orbax-checkpoint==0.1.6
packaging==23.0 | packaging==23.1
> pooch==1.6.0
psutil==5.9.4 | psutil==5.9.5
Pygments==2.14.0 | Pygments==2.15.1
rich==13.3.3 | rich==13.3.4
> scikit-learn==1.2.2
sentry-sdk==1.18.0 | sentry-sdk==1.20.0
soupsieve==2.4 | soundfile==0.12.1
> soupsieve==2.4.1
> soxr==0.3.5
tensorboard==2.12.1 | tensorboard==2.12.2
tensorflow-datasets==4.8.3 | tensorflow-addons==0.20.0
> tensorflow-datasets==4.9.2
> tensorflow-io==0.32.0
tensorflow-metadata==1.12.0 | tensorflow-metadata==1.13.1
tensorflow-text==2.12.0 | tensorflow-text==2.12.1
> threadpoolctl==3.1.0
tornado==6.2 | tornado==6.3
> typeguard==2.13.3
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
tzdata==2021a-1+deb11u8 | tzdata==2021a-1+deb11u9
v132 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/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
> conda==23.3.1
> contourpy==1.0.7
cryptography==38.0.2 | cryptography==40.0.1
daal==2023.1.0 | daal==2023.1.1
daal4py==2023.1.0 | daal4py==2023.1.1
dask==2022.2.0 | dask==2023.4.0
> 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==2022.2.0 | distributed==2023.4.0
> 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-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 | jax==0.4.8
> jaxlib==0.4.7
> jeepney==0.8.0
> jsonpatch==1.32
> jsonpointer==2.0
jupyter_client==7.4.9 | 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==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
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==6.0.1 | pyarrow==9.0.0
PyAstronomy==0.18.1 | PyAstronomy==0.19.0
pycodestyle==2.9.1 | pycodestyle==2.10.0
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
pynndescent==0.5.8 | pynndescent==0.5.9
pyOpenSSL==23.0.0 | pyOpenSSL==23.1.1
pypdf==3.7.0 | pypdf==3.8.0
PyPrind==2.11.3 | pyproj==3.5.0
pyproj==3.1.0 <
pysal==2.6.0 | pysal==23.1
pytest==7.2.2 <
python-dotenv==0.21.1 | python-dotenv==1.0.0
python-Levenshtein==0.20.9 | python-json-logger==2.0.7
> python-Levenshtein==0.21.0
pytorch-lightning==1.9.4 | pytorch-lightning==2.0.1.post0
pytz==2022.7.1 | pytz==2023.3
PyWavelets==1.3.0 | PyWavelets==1.4.1
pyzmq==25.0.0 | pyzmq==25.0.2
quantities==0.13.0 | quantities==0.14.1
quilt3==5.2.0 | quilt3==5.3.0
rapidfuzz==2.15.0 | ra...
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