Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v145 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v145
== Comparing pip list --format=freeze ==
accelerate==0.27.2 | accelerate==0.28.0
> albumentations==1.4.1
cachetools==5.3.2 | cachetools==5.3.3
comm==0.2.1 | comm==0.2.2
> cramjam==2.8.2
diffusers==0.26.3 | diffusers==0.27.0
dm-haiku==0.0.12.dev0 | dm-haiku==0.0.13.dev0
> einops==0.7.0
> fastparquet==2024.2.0
flatbuffers==23.5.26 | flatbuffers==24.3.7
flax==0.8.1 | flax==0.8.2
fonttools==4.49.0 | fonttools==4.50.0
fsspec==2024.2.0 | fsspec==2024.3.0
google-auth==2.28.1 | google-auth==2.28.2
googleapis-common-protos==1.62.0 | googleapis-common-protos==1.63.0
grpcio==1.62.0 | grpcio==1.62.1
huggingface-hub==0.20.3 | huggingface-hub==0.21.4
importlib-metadata==7.0.1 | imageio==2.34.0
importlib-resources==6.1.1 | importlib_metadata==7.0.2
ipykernel==6.29.2 | importlib_resources==6.3.1
ipython==8.22.0 | ipykernel==6.29.3
> ipython==8.22.2
json5==0.9.17 | json5==0.9.24
jupyter_core==5.7.1 | jupyter_core==5.7.2
jupyter-events==0.9.0 | jupyter-events==0.9.1
jupyter_server==2.12.5 | jupyter_server==2.13.0
jupyter_server_terminals==0.5.2 | jupyter_server_terminals==0.5.3
jupyterlab_server==2.25.3 | jupyterlab_server==2.25.4
kagglehub==0.1.9 | kagglehub==0.2.0
keras-nlp==0.8.1 | keras-nlp==0.8.2
libclang==16.0.6 | libclang==18.1.1
Markdown==3.5.2 | Markdown==3.6
msgpack==1.0.7 | msgpack==1.0.8
nbclient==0.9.0 | nbclient==0.10.0
nbconvert==7.16.1 | nbconvert==7.16.2
nbformat==5.9.2 | nbformat==5.10.3
nvidia-nccl-cu12==2.18.1 | nvidia-nccl-cu12==2.19.3
nvidia-nvjitlink-cu12==12.3.101 | nvidia-nvjitlink-cu12==12.4.99
> opencv-python==4.9.0.80
optax==0.1.9 | optax==0.2.1
packaging==23.2 | packaging==24.0
pandas==2.2.0 | pandas==2.2.1
> pyarrow==15.0.2
pylint==3.0.3 | pylint==3.0.4
pyparsing==3.1.1 | pyparsing==3.1.2
python-dateutil==2.8.2 | python-dateutil==2.9.0.post0
python-lsp-server==1.10.0 | python-lsp-server==1.10.1
referencing==0.33.0 | referencing==0.34.0
requests-oauthlib==1.3.1 | requests-oauthlib==1.4.0
rich==13.7.0 | rich==13.7.1
> scikit-image==0.22.0
> seaborn==0.13.2
sniffio==1.3.0 | sniffio==1.3.1
tensorflow-probability==0.23.0 | tensorflow-probability==0.24.0
terminado==0.18.0 | terminado==0.18.1
tf-keras==2.15.0 | tf_keras==2.15.1
> tifffile==2024.2.12
> timm==0.9.16
tomlkit==0.12.3 | tomlkit==0.12.4
torch==2.1.0 | torch==2.2.1
torch-xla==2.1.0+libtpu | torch-xla==2.2.0+libtpu
torchaudio==2.1.0 | torchaudio==2.2.1
torchdata==0.7.0 | torchdata==0.7.1
torchtext==0.16.0 | torchtext==0.17.1
torchvision==0.16.0 | torchvision==0.17.1
traitlets==5.14.1 | traitlets==5.14.2
transformers==4.38.1 | transformers==4.38.2
triton==2.1.0 | triton==2.2.0
types-python-dateutil==2.8.19.20240106 | types-python-dateutil==2.9.0.20240316
typing_extensions==4.9.0 | typing_extensions==4.10.0
wheel==0.42.0 | wheel==0.43.0
zipp==3.17.0 | zipp==3.18.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
imagemagick==8:6.9.11.60+dfsg-1.6 | imagemagick==8:6.9.11.60+dfsg-1.6+deb12u1
imagemagick-6-common==8:6.9.11.60+dfsg-1.6 | imagemagick-6-common==8:6.9.11.60+dfsg-1.6+deb12u1
imagemagick-6.q16==8:6.9.11.60+dfsg-1.6 | imagemagick-6.q16==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickcore-6-arch-config:amd64==8:6.9.11.60+dfsg-1.6 | libmagickcore-6-arch-config:amd64==8:6.9.11.60+dfsg-1.6+deb12
libmagickcore-6-headers==8:6.9.11.60+dfsg-1.6 | libmagickcore-6-headers==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickcore-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6 | libmagickcore-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickcore-6.q16-6-extra:amd64==8:6.9.11.60+dfsg-1.6 | libmagickcore-6.q16-6-extra:amd64==8:6.9.11.60+dfsg-1.6+deb12
libmagickcore-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6 | libmagickcore-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickcore-dev==8:6.9.11.60+dfsg-1.6 | libmagickcore-dev==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickwand-6-headers==8:6.9.11.60+dfsg-1.6 | libmagickwand-6-headers==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickwand-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6 | libmagickwand-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickwand-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6 | libmagickwand-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickwand-dev==8:6.9.11.60+dfsg-1.6 | libmagickwand-dev==8:6.9.11.60+dfsg-1.6+deb12u1
libpq-dev==15.5-0+deb12u1 | libpq-dev==15.6-0+deb12u1
libpq5:amd64==15.5-0+deb12u1 | libpq5:amd64==15.6-0+deb12u1
== Comparing printenv | sort ==
BUILD_DATE=20240222-122511 | BUILD_DATE=20240318-171452
GIT_COMMIT=9c637d11cb7448cd5a2fc867709ff468c991dca9 | GIT_COMMIT=bacb6e67ee517a35899e366f26a789c6f3f6b389
HOSTNAME=f4357390f3a6 | HOSTNAME=94335fac4b6a
v145 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v145
== Comparing pip list --format=freeze ==
accelerate==0.27.2 | accelerate==0.28.0
aiobotocore==2.11.2 | aiobotocore==2.12.1
arviz==0.17.0 | arviz==0.17.1
astropy-iers-data==0.2024.2.19.0.28.47 | astropy-iers-data==0.2024.3.18.0.29.47
bayespy==0.5.28 <
biopython==1.83 <
botocore==1.34.34 | botocore==1.34.51
catboost==1.2.2 | catboost==1.2.3
cmudict==1.0.18 | cmudict==1.0.21
colorcet==3.0.1 | colorcet==3.1.0
contextily==1.5.0 | contextily==1.5.2
cuda-python==12.3.0 | cuda-python==12.4.0
cysignals==1.11.4 <
dask==2024.2.0 | dask==2024.3.1
> dask-expr==1.0.4
Delorean==1.0.0 <
dipy==1.8.0 | dipy==1.9.0
earthengine-api==0.1.391 | earthengine-api==0.1.394
easydict==1.12 | easydict==1.13
fbpca==1.0 <
featuretools==1.29.0 | featuretools==1.30.0
fiona==1.9.5 | fiona==1.9.6
flax==0.8.1 | flax==0.8.2
folium==0.15.1 | folium==0.16.0
fsspec==2024.2.0 | fsspec==2024.3.0
fury==0.9.0 | fury==0.10.0
google-api-python-client==2.118.0 | google-api-python-client==2.122.0
google-cloud-language==2.13.1 | google-cloud-language==2.13.3
google-cloud-videointelligence==2.13.1 | google-cloud-videointelligence==2.13.3
google-generativeai==0.3.2 | google-generativeai==0.4.1
graphviz==0.20.1 | graphviz==0.20.2
h2o==3.44.0.3 | h2o==3.46.0.1
hmmlearn==0.3.0 | hmmlearn==0.3.2
huggingface-hub==0.20.3 | huggingface-hub==0.21.4
humanize==4.9.0 <
ipyvue==1.10.1 | ipyvue==1.10.2
ipyvuetify==1.8.10 | ipyvuetify==1.9.2
jupyter_server==2.12.5 | jupyter_server==2.13.0
jupyterlab==4.1.2 | jupyterlab==4.1.5
jupyterlab-lsp==5.0.3 | jupyterlab-lsp==5.1.0
kagglehub==0.1.9 | kagglehub==0.2.0
keras-nlp==0.8.1 | keras-nlp==0.8.2
kornia==0.7.1 | kornia==0.7.2
> kornia_rs==0.1.2
marisa-trie==1.1.0 <
marshmallow==3.20.2 | marshmallow==3.21.1
nibabel==5.2.0 | nibabel==5.2.1
optax==0.1.9 | optax==0.2.1
optuna==3.5.0 | optuna==3.6.0
orbax-checkpoint==0.5.3 | orbax-checkpoint==0.5.6
orderedmultidict==1.0.1 <
plotnine==0.13.0 | plotnine==0.13.2
pluggy==1.3.0 | pluggy==1.4.0
polars==0.20.10 | polars==0.20.15
progressbar2==4.3.2 | progressbar2==4.4.2
PyAstronomy==0.20.0 | PyAstronomy==0.21.0
pyfasttext==0.4.6 <
pygltflib==1.16.1 | pygltflib==1.16.2
pylint==3.0.3 | pylint==3.0.4
pypdf==4.0.2 | pypdf==4.1.0
pytest==8.0.1 | pytest==8.1.1
python-dateutil==2.8.2 | python-dateutil==2.9.0.post0
python-lsp-server==1.10.0 | python-lsp-server==1.10.1
pytorch-lightning==2.2.0.post0 | pytorch-lightning==2.2.1
quantecon==0.7.1 | quantecon==0.7.2
rapidfuzz==3.6.1 | rapidfuzz==3.6.2
rich-click==1.7.3 | rich-click==1.7.4
s3fs==2024.2.0 | s3fs==2024.3.0
scikit-optimize==0.9.0 | scikit-optimize==0.10.1
sentry-sdk==1.40.5 | sentry-sdk==1.42.0
smhasher==0.150.1 <
tensorstore==0.1.53 | tensorstore==0.1.56
tf-keras==2.15.0 | tf_keras==2.15.1
tomlkit==0.12.3 | tomlkit==0.12.4
torchmetrics==1.3.1 | torchmetrics==1.3.2
transformers==4.38.1 | transformers==4.38.2
tzlocal==5.2 <
urwid==2.6.4 | urwid==2.6.9
urwid_readline==0.13 | urwid_readline==0.14
wandb==0.16.3 | wandb==0.16.4
woodwork==0.28.0 | woodwork==0.29.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libuv1:amd64==1.34.2-1ubuntu1.3 | libuv1:amd64==1.34.2-1ubuntu1.5
openjdk-11-jre:amd64==11.0.21+9-0ubuntu1~20.04 | openjdk-11-jre:amd64==11.0.22+7-0ubuntu2~20.04.1
openjdk-11-jre-headless:amd64==11.0.21+9-0ubuntu1~20.04 | openjdk-11-jre-headless:amd64==11.0.22+7-0ubuntu2~20.04.1
== Comparing printenv | sort ==
BUILD_DATE=20240222-122512 | BUILD_DATE=20240318-171459
GIT_COMMIT=9c637d11cb7448cd5a2fc867709ff468c991dca9 | GIT_COMMIT=bacb6e67ee517a35899e366f26a789c6f3f6b389
HOSTNAME=6afbc0c0b8ba | HOSTNAME=3164e2da7e17
v145 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v145
== Comparing pip list --format=freeze ==
accelerate==0.27.2 | accelerate==0.28.0
aiobotocore==2.11.2 | aiobotocore==2.12.1
arviz==0.17.0 | arviz==0.17.1
astropy-iers-data==0.2024.2.19.0.28.47 | astropy-iers-data==0.2024.3.18.0.29.47
bayespy==0.5.28 <
biopython==1.83 <
botocore==1.34.34 | botocore==1.34.51
catboost==1.2.2 | catboost==1.2.3
cmudict==1.0.18 | cmudict==1.0.21
colorcet==3.0.1 | colorcet==3.1.0
conda==23.11.0 | conda==24.1.2
contextily==1.5.0 | contextily==1.5.2
cysignals==1.11.4 <
dask==2024.2.0 | dask==2024.3.1
> dask-expr==1.0.4
Delorean==1.0.0 <
dipy==1.8.0 | dipy==1.9.0
earthengine-api==0.1.391 | earthengine-api==0.1.394
easydict==1.12 | easydict==1.13
fbpca==1.0 <
featuretools==1.29.0 | featuretools==1.30.0
fiona==1.9.5 | fiona==1.9.6
flax==0.8.1 | flax==0.8.2
folium==0.15.1 | folium==0.16.0
fsspec==2024.2.0 | fsspec==2024.3.0
fury==0.9.0 | fury==0.10.0
google-api-python-client==2.118.0 | google-api-python-client==2.122.0
google-cloud-language==2.13.1 | google-cloud-language==2.13.3
google-cloud-videointelligence==2.13.1 | google-cloud-videointelligence==2.13.3
google-generativeai==0.3.2 | google-generativeai==0.4.1
graphviz==0.20.1 | graphviz==0.20.2
h2o==3.44.0.3 | h2o==3.46.0.1
hmmlearn==0.3.0 | hmmlearn==0.3.2
huggingface-hub==0.20.3 | huggingface-hub==0.21.4
humanize==4.9.0 <
ipyvue==1.10.1 | ipyvue==1.10.2
ipyvuetify==1.8.10 | ipyvuetify==1.9.2
jax==0.4.24 | jax==0.4.25
jaxlib==0.4.24 | jaxlib==0.4.25
jupyter_server==2.12.5 | jupyter_server==2.13.0
jupyterlab==4.1.2 | jupyterlab==4.1.5
jupyterlab-lsp==5.0.3 | jupyterlab-lsp==5.1.0
kagglehub==0.1.9 | kagglehub==0.2.0
keras-nlp==0.8.1 | keras-nlp==0.8.2
kornia==0.7.1 | kornia==0.7.2
> kornia_rs==0.1.2
libmambapy==1.5.6 | libmambapy==1.5.7
mamba==1.5.6 | mamba==1.5.7
marisa-trie==1.1.0 <
marshmallow==3.20.2 | marshmallow==3.21.1
nibabel==5.2.0 | nibabel==5.2.1
optax==0.1.9 | optax==0.2.1
optuna==3.5.0 | optuna==3.6.0
orbax-checkpoint==0.5.3 | orbax-checkpoint==0.5.6
orderedmultidict==1.0.1 <
pandas==2.2.0 | pandas==2.2.1
plotnine==0.13.0 | plotnine==0.13.2
pluggy==1.3.0 | pluggy==1.4.0
polars==0.20.10 | polars==0.20.15
progressbar2==4.3.2 | progressbar2==4.4.2
pyarrow==15.0.0 | pyarrow==15.0.2
PyAstronomy==0.20.0 | PyAstronomy==0.21.0
pyfasttext==0.4.6 <
pygltflib==1.16.1 | pygltflib==1.16.2
pylint==3.0.3 | pylint==3.0.4
pypdf==4.0.2 | pypdf==4.1.0
pytest==8.0.1 | pytest==8.1.1
python-dateutil==2.8.2 | python-dateutil==2.9.0.post0
python-lsp-server==1.10.0 | python-lsp-server==1.10.1
pytorch-lightning==2.2.0.post0 | pytorch-lightning==2.2.1
quantecon==0.7.1 | quantecon==0.7.2
rapidfuzz==3.6.1 | rapidfuzz==3.6.2
rich-click==1.7.3 | rich-click==1.7.4
s3fs==2024.2.0 | s3fs==2024.3.0
scikit-optimize==0.9.0 | scikit-optimize==0.10.1
sentry-sdk==1.40.5 | sentry-sdk==1.42.0
smhasher==0.150.1 <
tensorstore==0.1.53 | tensorstore==0.1.56
tf-keras==2.15.0 | tf_keras==2.15.1
tomlkit==0.12.3 | tomlkit==0.12.4
torchmetrics==1.3.1 | torchmetrics==1.3.2
transformers==4.38.1 | transformers==4.38.2
tzlocal==5.2 <
urwid==2.6.4 | urwid==2.6.9
urwid_readline==0.13 | urwid_readline==0.14
wandb==0.16.3 | wandb==0.16.4
woodwork==0.28.0 | woodwork==0.29.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libuv1:amd64==1.34.2-1ubuntu1.3 | libuv1:amd64==1.34.2-1ubuntu1.5
openjdk-11-jre:amd64==11.0.21+9-0ubuntu1~20.04 | openjdk-11-jre:amd64==11.0.22+7-0ubuntu2~20.04.1
openjdk-11-jre-headless:amd64==11.0.21+9-0ubuntu1~20.04 | openjdk-11-jre-headless:amd64==11.0.22+7-0ubuntu2~20.04.1
== Comparing printenv | sort ==
BUILD_DATE=20240222-122511 | BUILD_DATE=20240318-171452
GIT_COMMIT=9c637d11cb7448cd5a2fc867709ff468c991dca9 | GIT_COMMIT=bacb6e67ee517a35899e366f26a789c6f3f6b389
HOSTNAME=c1e8ecef3d19 | HOSTNAME=35c062ffdea6
v144 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v144
== Comparing pip list --format=freeze ==
accelerate==0.26.1 | accelerate==0.27.2
aiobotocore==2.11.0 | aiobotocore==2.11.2
albumentations==1.3.1 | albumentations==1.4.0
astroid==3.0.2 | astroid==3.0.3
astropy-iers-data==0.2024.1.22.0.30.30 | astropy-iers-data==0.2024.2.19.0.28.47
bayespy==0.5.26 | bayespy==0.5.28
bidict==0.22.1 | bidict==0.23.1
blosc2==2.4.0 | blosc2==2.5.1
bokeh==3.3.3 | bokeh==3.3.4
botocore==1.34.22 | botocore==1.34.34
bqplot==0.12.42 | bqplot==0.12.43
branca==0.7.0 | branca==0.7.1
certifi==2023.11.17 | certifi==2024.2.2
cmdstanpy==1.2.0 | cmdstanpy==1.2.1
cmudict==1.0.16 | cmudict==1.0.18
colorlog==6.8.0 | colorlog==6.8.2
cytoolz==0.12.2 | cytoolz==0.12.3
dask==2024.1.0 | dask==2024.2.0
dataclasses-json==0.6.3 | dataclasses-json==0.6.4
dill==0.3.7 | dill==0.3.8
distributed==2024.1.0 <
docstring-to-markdown==0.13 | docstring-to-markdown==0.15
earthengine-api==0.1.386 | earthengine-api==0.1.391
easydict==1.11 | easydict==1.12
ecos==2.0.12 | ecos==2.0.13
emoji==2.10.0 | emoji==2.10.1
fastai==2.7.13 | fastai==2.7.14
featuretools==1.28.0 | featuretools==1.29.0
Flask==3.0.1 | Flask==3.0.2
flax==0.7.5 | flax==0.8.1
fsspec==2023.12.2 | fsspec==2024.2.0
future==0.18.3 | future==1.0.0
geopandas==0.14.2 | geopandas==0.14.3
geoviews==1.11.0 | geoviews==1.11.1
google-api-python-client==2.115.0 | google-api-python-client==2.118.0
google-cloud-language==2.12.0 | google-cloud-language==2.13.1
google-cloud-videointelligence==2.12.0 | google-cloud-videointelligence==2.13.1
holoviews==1.18.1 | holoviews==1.18.3
> httpcore==1.0.4
> httpx==0.27.0
igraph==0.11.3 | igraph==0.11.4
imbalanced-learn==0.11.0 | imbalanced-learn==0.12.0
jax==0.4.23 | jax==0.4.24
jaxlib==0.4.23 | jaxlib==0.4.24
jupyterlab==4.0.11 | jupyterlab==4.1.2
jupyterlab-lsp==5.0.2 | jupyterlab-lsp==5.0.3
kaggle==1.6.3 | kaggle==1.6.6
kagglehub==0.1.6 | kagglehub==0.1.9
keras==2.15.0 | keras==3.0.5
keras-core==0.1.7 | keras-cv==0.8.2
keras-cv==0.8.1 | keras-nlp==0.8.1
keras-nlp==0.7.0 <
Levenshtein==0.23.0 | Levenshtein==0.25.0
linkify-it-py==2.0.2 | linkify-it-py==2.0.3
Mako==1.3.1 | Mako==1.3.2
matplotlib==3.7.4 | matplotlib==3.7.5
matplotlib-venn==0.11.9 | matplotlib-venn==0.11.10
mizani==0.9.3 | mizani==0.11.0
multiprocess==0.70.15 | multiprocess==0.70.16
ndindex==1.7 | ndindex==1.8
nilearn==0.10.2 | nilearn==0.10.3
numexpr==2.8.8 | numexpr==2.9.0
numpy==1.24.4 | numpy==1.26.4
optax==0.1.8 | optax==0.1.9
orbax-checkpoint==0.4.4 | orbax-checkpoint==0.5.3
osmnx==1.8.1 | osmnx==1.9.1
panel==1.3.7 | panel==1.3.8
path==16.9.0 | path==16.10.0
pathos==0.3.1 | pathos==0.3.2
platformdirs==4.1.0 | platformdirs==4.2.0
plotnine==0.12.4 | plotnine==0.13.0
polars==0.20.5 | polars==0.20.10
pooch==1.8.0 | pooch==1.8.1
pox==0.3.3 | pox==0.3.4
ppft==1.7.6.7 | ppft==1.7.6.8
pypdf==4.0.0 | pypdf==4.0.2
pysal==23.7 | pysal==24.1
pytest==7.4.4 | pytest==8.0.1
python-Levenshtein==0.23.0 | python-Levenshtein==0.25.0
python-slugify==8.0.1 | python-slugify==8.0.4
python-utils==3.8.1 | python-utils==3.8.2
pytorch-lightning==2.1.3 | pytorch-lightning==2.2.0.post0
s3fs==2023.12.2 | s3fs==2024.2.0
sentencepiece==0.1.99 | sentencepiece==0.2.0
sentry-sdk==1.39.2 | sentry-sdk==1.40.5
shap==0.44.0 | shap==0.44.1
sortedcontainers==2.4.0 <
spacy==3.7.2 | spacy==3.7.4
spaghetti==1.7.4 | spaghetti==1.7.5.post1
tblib==3.0.0 <
tensorflow-hub==0.15.0 | tensorflow-hub==0.16.1
tensorflowjs==4.16.0 <
tensorstore==0.1.45 | tensorstore==0.1.53
textblob==0.17.1 | textblob==0.18.0.post0
> tf-keras==2.15.0
> tfp-nightly==0.24.0.dev0
thinc==8.2.2 | thinc==8.2.3
timm==0.9.12 | timm==0.9.16
tokenizers==0.15.1 | tokenizers==0.15.2
toolz==0.12.0 | toolz==0.12.1
torchdata==0.7.1+cpu | torchdata==0.7.1
torchmetrics==1.3.0.post0 | torchmetrics==1.3.1
transformers==4.37.0 | transformers==4.38.1
tsfresh==0.20.1 | tsfresh==0.20.2
uc-micro-py==1.0.2 | uc-micro-py==1.0.3
urwid==2.4.6 | urwid==2.6.4
wandb==0.16.2 | wandb==0.16.3
woodwork==0.27.0 | woodwork==0.28.0
wurlitzer==3.0.3 | xarray==2024.2.0
xarray==2024.1.0 <
zict==3.0.0 <
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
unzip==6.0-25ubuntu1.1 | unzip==6.0-25ubuntu1.2
xserver-common==2:1.20.13-1ubuntu1~20.04.14 | xserver-common==2:1.20.13-1ubuntu1~20.04.15
xvfb==2:1.20.13-1ubuntu1~20.04.14 | xvfb==2:1.20.13-1ubuntu1~20.04.15
== Comparing printenv | sort ==
BUILD_DATE=20240123-190324 | BUILD_DATE=20240222-122511
GIT_COMMIT=817071677e224807955b14f8997e24ce1e4061f9 | GIT_COMMIT=9c637d11cb7448cd5a2fc867709ff468c991dca9
HOSTNAME=0a0320a7960f | HOSTNAME=ad24a2f85f63
v144 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v144
== Comparing pip list --format=freeze ==
accelerate==0.26.1 | accelerate==0.27.2
aiobotocore==2.11.0 | aiobotocore==2.11.2
albumentations==1.3.1 | albumentations==1.4.0
astroid==3.0.2 | astroid==3.0.3
astropy-iers-data==0.2024.1.22.0.30.30 | astropy-iers-data==0.2024.2.19.0.28.47
bayespy==0.5.26 | bayespy==0.5.28
bidict==0.22.1 | bidict==0.23.1
blosc2==2.4.0 | blosc2==2.5.1
bokeh==3.3.3 | bokeh==3.3.4
botocore==1.34.22 | botocore==1.34.34
bqplot==0.12.42 | bqplot==0.12.43
branca==0.7.0 | branca==0.7.1
certifi==2023.11.17 | certifi==2024.2.2
cmdstanpy==1.2.0 | cmdstanpy==1.2.1
cmudict==1.0.16 | cmudict==1.0.18
colorlog==6.8.0 | colorlog==6.8.2
cytoolz==0.12.2 | cytoolz==0.12.3
dask==2024.1.0 | dask==2024.2.0
dataclasses-json==0.6.3 | dataclasses-json==0.6.4
dill==0.3.7 | dill==0.3.8
distributed==2024.1.0 | distributed==2023.7.1
docstring-to-markdown==0.13 | docstring-to-markdown==0.15
earthengine-api==0.1.386 | earthengine-api==0.1.391
easydict==1.11 | easydict==1.12
ecos==2.0.12 | ecos==2.0.13
emoji==2.10.0 | emoji==2.10.1
fastai==2.7.13 | fastai==2.7.14
featuretools==1.28.0 | featuretools==1.29.0
Flask==3.0.1 | Flask==3.0.2
flax==0.7.5 | flax==0.8.1
fsspec==2023.12.2 | fsspec==2024.2.0
future==0.18.3 | future==1.0.0
geopandas==0.14.2 | geopandas==0.14.3
geoviews==1.11.0 | geoviews==1.11.1
google-api-python-client==2.115.0 | google-api-python-client==2.118.0
google-cloud-language==2.12.0 | google-cloud-language==2.13.1
google-cloud-videointelligence==2.12.0 | google-cloud-videointelligence==2.13.1
holoviews==1.18.1 | holoviews==1.18.3
> httpcore==1.0.4
> httpx==0.27.0
igraph==0.11.3 | igraph==0.11.4
imbalanced-learn==0.11.0 | imbalanced-learn==0.12.0
jupyterlab==4.0.11 | jupyterlab==4.1.2
jupyterlab-lsp==5.0.2 | jupyterlab-lsp==5.0.3
kaggle==1.6.3 | kaggle==1.6.6
kagglehub==0.1.6 | kagglehub==0.1.9
keras==2.15.0 | keras==3.0.5
keras-core==0.1.7 | keras-cv==0.8.2
keras-cv==0.8.1 | keras-nlp==0.8.1
keras-nlp==0.7.0 <
Levenshtein==0.23.0 | Levenshtein==0.25.0
linkify-it-py==2.0.2 | linkify-it-py==2.0.3
Mako==1.3.1 | Mako==1.3.2
matplotlib==3.7.4 | matplotlib==3.7.5
matplotlib-venn==0.11.9 | matplotlib-venn==0.11.10
mizani==0.9.3 | mizani==0.11.0
multiprocess==0.70.15 | multiprocess==0.70.16
ndindex==1.7 | ndindex==1.8
nilearn==0.10.2 | nilearn==0.10.3
numexpr==2.8.8 | numexpr==2.9.0
numpy==1.24.4 | numpy==1.26.4
nvtx==0.2.8 | nvtx==0.2.10
optax==0.1.8 | optax==0.1.9
orbax-checkpoint==0.4.4 | orbax-checkpoint==0.5.3
osmnx==1.8.1 | osmnx==1.9.1
panel==1.3.7 | panel==1.3.8
path==16.9.0 | path==16.10.0
pathos==0.3.1 | pathos==0.3.2
platformdirs==4.1.0 | platformdirs==4.2.0
plotnine==0.12.4 | plotnine==0.13.0
polars==0.20.5 | polars==0.20.10
pooch==1.8.0 | pooch==1.8.1
pox==0.3.3 | pox==0.3.4
ppft==1.7.6.7 | ppft==1.7.6.8
pypdf==4.0.0 | pypdf==4.0.2
pysal==23.7 | pysal==24.1
pytest==7.4.4 | pytest==8.0.1
python-Levenshtein==0.23.0 | python-Levenshtein==0.25.0
python-slugify==8.0.1 | python-slugify==8.0.4
python-utils==3.8.1 | python-utils==3.8.2
pytorch-lightning==2.1.3 | pytorch-lightning==2.2.0.post0
s3fs==2023.12.2 | s3fs==2024.2.0
sentencepiece==0.1.99 | sentencepiece==0.2.0
sentry-sdk==1.39.2 | sentry-sdk==1.40.5
shap==0.44.0 | shap==0.44.1
spaghetti==1.7.4 | spaghetti==1.7.5.post1
tensorflow-hub==0.15.0 | tensorflow-hub==0.16.1
tensorflowjs==4.16.0 <
tensorstore==0.1.45 | tensorstore==0.1.53
textblob==0.17.1 | textblob==0.18.0.post0
> tf-keras==2.15.0
> tfp-nightly==0.24.0.dev0
timm==0.9.12 | timm==0.9.16
tokenizers==0.15.1 | tokenizers==0.15.2
toolz==0.12.0 | toolz==0.12.1
torchmetrics==1.3.0.post0 | torchmetrics==1.3.1
transformers==4.37.0 | transformers==4.38.1
tsfresh==0.20.1 | tsfresh==0.20.2
uc-micro-py==1.0.2 | uc-micro-py==1.0.3
urwid==2.4.6 | urwid==2.6.4
wandb==0.16.2 | wandb==0.16.3
woodwork==0.27.0 | woodwork==0.28.0
wurlitzer==3.0.3 | xarray==2024.2.0
xarray==2024.1.0 <
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
unzip==6.0-25ubuntu1.1 | unzip==6.0-25ubuntu1.2
xserver-common==2:1.20.13-1ubuntu1~20.04.14 | xserver-common==2:1.20.13-1ubuntu1~20.04.15
xvfb==2:1.20.13-1ubuntu1~20.04.14 | xvfb==2:1.20.13-1ubuntu1~20.04.15
== Comparing printenv | sort ==
BUILD_DATE=20240123-190345 | BUILD_DATE=20240222-122512
> CUDA_HOME=/usr/local/cuda
CUDA_PATH=/opt/conda <
GIT_COMMIT=817071677e224807955b14f8997e24ce1e4061f9 | GIT_COMMIT=9c637d11cb7448cd5a2fc867709ff468c991dca9
HOSTNAME=f5deff12e402 | HOSTNAME=0fd57309f558
v144 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v144
== Comparing pip list --format=freeze ==
accelerate==0.26.1 | accelerate==0.27.2
aiosqlite==0.19.0 | aiosqlite==0.20.0
anyio==4.2.0 | anyio==4.3.0
astroid==3.0.2 | astroid==3.0.3
certifi==2023.11.17 | certifi==2024.2.2
debugpy==1.8.0 | debugpy==1.8.1
diffusers==0.25.1 | diffusers==0.26.3
dill==0.3.7 | dill==0.3.8
docstring-to-markdown==0.13 | docstring-to-markdown==0.15
etils==1.6.0 | etils==1.7.0
flax==0.7.4 | flax==0.8.1
fonttools==4.47.2 | fonttools==4.49.0
fsspec==2023.12.2 | fsspec==2024.2.0
google-api-core==1.34.0 | google-api-core==1.34.1
google-auth==2.26.2 | google-auth==2.28.1
grpcio==1.60.0 | grpcio==1.62.0
ipykernel==6.29.0 | ipykernel==6.29.2
ipython==8.20.0 | ipython==8.22.0
jax==0.4.17 | jax==0.4.23
jaxlib==0.4.17 | jaxlib==0.4.23
json5==0.9.14 | json5==0.9.17
jupyterlab_server==2.25.2 | jupyterlab_server==2.25.3
kagglehub==0.1.6 | kagglehub==0.1.9
keras==3.0.4 | keras==3.0.5
keras-cv==0.8.1 | keras-cv==0.8.2
keras-nlp==0.7.0 | keras-nlp==0.8.1
libtpu-nightly==0.1.dev20231003 | libtpu-nightly==0.1.dev20231213
llvmlite==0.41.1 | llvmlite==0.42.0
MarkupSafe==2.1.4 | MarkupSafe==2.1.5
matplotlib==3.8.2 | matplotlib==3.8.3
nbconvert==7.14.2 | nbconvert==7.16.1
notebook_shim==0.2.3 | notebook_shim==0.2.4
numba==0.58.1 | numba==0.59.0
numpy==1.26.3 | numpy==1.26.4
optax==0.1.8 | optax==0.1.9
overrides==7.6.0 | overrides==7.7.0
platformdirs==4.1.0 | platformdirs==4.2.0
pluggy==1.3.0 | pluggy==1.4.0
pooch==1.8.0 | pooch==1.8.1
prometheus-client==0.19.0 | prometheus_client==0.20.0
pytz==2023.3.post1 | pytz==2024.1
referencing==0.32.1 | referencing==0.33.0
rpds-py==0.17.1 | rpds-py==0.18.0
scikit-learn==1.4.0 | scikit-learn==1.4.1.post1
tensorboard==2.15.1 | tensorboard==2.15.2
tensorflow-hub==0.16.0 | tensorflow-hub==0.16.1
tensorflow-io==0.35.0 | tensorflow-io==0.36.0
tensorflow-io-gcs-filesystem==0.35.0 | tensorflow-io-gcs-filesystem==0.36.0
threadpoolctl==3.2.0 | tf-keras==2.15.0
> threadpoolctl==3.3.0
tokenizers==0.15.1 | tokenizers==0.15.2
toolz==0.12.0 | toolz==0.12.1
tqdm==4.66.1 | tqdm==4.66.2
transformers==4.37.0 | transformers==4.38.1
tzdata==2023.4 | tzdata==2024.1
urllib3==2.1.0 | urllib3==2.2.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==12.4+deb12u4 | base-files==12.4+deb12u5
libc-bin==2.36-9+deb12u3 | libc-bin==2.36-9+deb12u4
libc-dev-bin==2.36-9+deb12u3 | libc-dev-bin==2.36-9+deb12u4
libc6:amd64==2.36-9+deb12u3 | libc6:amd64==2.36-9+deb12u4
libc6-dev:amd64==2.36-9+deb12u3 | libc6-dev:amd64==2.36-9+deb12u4
libde265-0:amd64==1.0.11-1+deb12u1 | libde265-0:amd64==1.0.11-1+deb12u2
libgnutls30:amd64==3.7.9-2+deb12u1 | libgnutls30:amd64==3.7.9-2+deb12u2
libisl23:amd64==0.25-1 | libisl23:amd64==0.25-1.1
libmariadb-dev==1:10.11.4-1~deb12u1 | libmariadb-dev==1:10.11.6-0+deb12u1
libmariadb-dev-compat==1:10.11.4-1~deb12u1 | libmariadb-dev-compat==1:10.11.6-0+deb12u1
libmariadb3:amd64==1:10.11.4-1~deb12u1 | libmariadb3:amd64==1:10.11.6-0+deb12u1
libsystemd0:amd64==252.19-1~deb12u1 | libsystemd0:amd64==252.22-1~deb12u1
libudev1:amd64==252.19-1~deb12u1 | libudev1:amd64==252.22-1~deb12u1
linux-libc-dev:amd64==6.1.69-1 | linux-libc-dev:amd64==6.1.76-1
mariadb-common==1:10.11.4-1~deb12u1 | mariadb-common==1:10.11.6-0+deb12u1
tar==1.34+dfsg-1.2 | tar==1.34+dfsg-1.2+deb12u1
tzdata==2023c-5+deb12u1 | tzdata==2024a-0+deb12u1
usr-is-merged==35 | usr-is-merged==37~deb12u1
== Comparing printenv | sort ==
BUILD_DATE=20240123-190324 | BUILD_DATE=20240222-122511
GIT_COMMIT=817071677e224807955b14f8997e24ce1e4061f9 | GIT_COMMIT=9c637d11cb7448cd5a2fc867709ff468c991dca9
HOSTNAME=b479798868b5 | HOSTNAME=03a58d4457a5
PYTHON_GET_PIP_SHA256=7cfd4bdc4d475ea971f1c0710a5953bcc704d17 | PYTHON_GET_PIP_SHA256=dfe9fd5c28dc98b5ac17979a953ea550cec37ae
PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/049c52 | PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/dbf0c8
v143 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v143
== Comparing pip list --format=freeze ==
accelerate==0.25.0 | accelerate==0.26.1
beautifulsoup4==4.12.2 | beautifulsoup4==4.12.3
diffusers==0.25.0 | diffusers==0.25.1
flake8==6.1.0 | flake8==7.0.0
fonttools==4.47.0 | fonttools==4.47.2
google-auth==2.26.1 | google-auth==2.26.2
huggingface-hub==0.20.2 | huggingface-hub==0.20.3
ipykernel==6.28.0 | ipykernel==6.29.0
Jinja2==3.1.2 | Jinja2==3.1.3
jsonschema==4.20.0 | jsonschema==4.21.1
jupyter_server==2.12.3 | jupyter_server==2.12.5
jupyter_server_terminals==0.5.1 | jupyter_server_terminals==0.5.2
jupyterlab==3.6.6 | jupyterlab==3.6.7
kagglehub==0.1.5 | kagglehub==0.1.6
keras==3.0.2 | keras==3.0.4
Markdown==3.5.1 | Markdown==3.5.2
MarkupSafe==2.1.3 | MarkupSafe==2.1.4
nbconvert==7.14.0 | nbconvert==7.14.2
nest-asyncio==1.5.8 | nest-asyncio==1.6.0
optax==0.1.7 | optax==0.1.8
overrides==7.4.0 | overrides==7.6.0
pandas==2.1.4 | pandas==2.2.0
pandocfilters==1.5.0 | pandocfilters==1.5.1
psutil==5.9.7 | psutil==5.9.8
pyflakes==3.1.0 | pyflakes==3.2.0
python-lsp-server==1.9.0 | python-lsp-server==1.10.0
pytoolconfig==1.2.6 | pytoolconfig==1.3.1
rope==1.11.0 | rope==1.12.0
rpds-py==0.16.2 | rpds-py==0.17.1
safetensors==0.4.1 | safetensors==0.4.2
scikit-learn==1.3.2 | scikit-learn==1.4.0
scipy==1.11.4 | scipy==1.12.0
tensorflow-addons==0.23.0 <
tensorflow-hub==0.15.0 | tensorflow-hub==0.16.0
tokenizers==0.15.0 | tokenizers==0.15.1
transformers==4.36.2 | transformers==4.37.0
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}' ==
curl==7.88.1-10+deb12u4 | curl==7.88.1-10+deb12u5
libbluetooth-dev:amd64==5.66-1 | libbluetooth-dev:amd64==5.66-1+deb12u1
libbluetooth3:amd64==5.66-1 | libbluetooth3:amd64==5.66-1+deb12u1
libcurl3-gnutls:amd64==7.88.1-10+deb12u4 | libcurl3-gnutls:amd64==7.88.1-10+deb12u5
libcurl4:amd64==7.88.1-10+deb12u4 | libcurl4:amd64==7.88.1-10+deb12u5
libcurl4-openssl-dev:amd64==7.88.1-10+deb12u4 | libcurl4-openssl-dev:amd64==7.88.1-10+deb12u5
linux-libc-dev:amd64==6.1.67-1 | linux-libc-dev:amd64==6.1.69-1
openssh-client==1:9.2p1-2+deb12u1 | openssh-client==1:9.2p1-2+deb12u2
== Comparing printenv | sort ==
BUILD_DATE=20240109-221320 | BUILD_DATE=20240123-190324
GIT_COMMIT=a1503982e1fd69227222b950e888dafbdb45fc78 | GIT_COMMIT=817071677e224807955b14f8997e24ce1e4061f9
HOSTNAME=8e4b2deaae19 | HOSTNAME=b7f45c12f73a
PYTHON_GET_PIP_SHA256=9cc01665956d22b3bf057ae8287b035827bfd89 | PYTHON_GET_PIP_SHA256=7cfd4bdc4d475ea971f1c0710a5953bcc704d17
PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/4cfa40 | PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/049c52
v143 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v143
== Comparing pip list --format=freeze ==
accelerate==0.25.0 | accelerate==0.26.1
aiobotocore==2.9.0 | aiobotocore==2.11.0
aiohttp==3.8.5 | aiofiles==22.1.0
> aiohttp==3.9.1
> aiosqlite==0.19.0
ansiwrap==0.8.4 | anyio==4.2.0
anyio==3.7.1 <
argon2-cffi==21.3.0 | argon2-cffi==23.1.0
array-record==0.4.1 | array-record==0.5.0
arrow==1.2.3 | arrow==1.3.0
arviz==0.12.1 | arviz==0.17.0
astropy-iers-data==0.2024.1.8.0.30.55 | astropy-iers-data==0.2024.1.22.0.30.30
asttokens==2.2.1 | asttokens==2.4.1
attrs==23.1.0 | attrs==23.2.0
Babel==2.12.1 | Babel==2.14.0
backcall==0.2.0 <
backports.functools-lru-cache==1.6.5 <
beatrix-jupyterlab==2023.814.150030 | beatrix_jupyterlab==2023.128.151533
biopython==1.82 | biopython==1.83
bleach==6.0.0 | bleach==6.1.0
boltons==23.0.0 | boltons==23.1.1
botocore==1.33.13 | botocore==1.34.22
bq-helper==0.4.1 | bq_helper==0.4.1
> Brotli==1.0.9
cffi==1.15.1 | cffi==1.16.0
cftime==1.6.3 | charset-normalizer==3.3.2
charset-normalizer==3.2.0 <
colorful==0.5.5 | colorful==0.5.6
comm==0.1.4 | comm==0.2.1
conda-content-trust==0+unknown <
contourpy==1.1.0 | contourpy==1.2.0
cryptography==40.0.2 | cryptography==41.0.7
cubinlinker==0.3.0 | cuda-python==12.3.0
cubinlinker-cu11==0.3.0.post1 <
cuda-python==11.8.3 <
cupy==12.3.0 | cupy==13.0.0
cycler==0.11.0 | cycler==0.12.1
Cython==3.0.0 | Cython==3.0.8
daal==2024.0.1 | daal==2024.1.0
daal4py==2024.0.1 | daal4py==2024.1.0
dask==2023.12.1 | dask==2024.1.0
> dataproc_jupyter_plugin==0.1.66
db-dtypes==1.1.1 | db-dtypes==1.2.0
debugpy==1.6.7.post1 | debugpy==1.8.0
> deepdiff==6.7.1
deprecat==2.1.1 <
dipy==1.7.0 | dipy==1.8.0
distlib==0.3.7 | distlib==0.3.8
distributed==2023.12.1 | distributed==2024.1.0
docker==6.1.3 | docker==7.0.0
earthengine-api==0.1.384 | earthengine-api==0.1.386
emoji==2.9.0 | emoji==2.10.0
etils==1.4.1 | etils==1.6.0
exceptiongroup==1.1.3 | exceptiongroup==1.2.0
executing==1.2.0 | executing==2.0.1
fastapi==0.101.1 | fastapi==0.108.0
fastavro==1.8.2 | fastavro==1.9.3
fasteners==0.18 | fasteners==0.19
fastjsonschema==2.18.0 | fastjsonschema==2.19.1
filelock==3.12.2 | filelock==3.13.1
flake8==6.1.0 | flake8==7.0.0
Flask==3.0.0 | Flask==3.0.1
flit_core==3.9.0 <
fonttools==4.42.1 | fonttools==4.47.0
frozenlist==1.4.0 | frozenlist==1.4.1
gast==0.4.0 | gast==0.5.4
gcsfs==2023.6.0 | gcsfs==2023.12.2.post1
giddy==2.3.4 | giddy==2.3.5
gitdb==4.0.10 | gitdb==4.0.11
GitPython==3.1.32 | GitPython==3.1.41
google-api-python-client==2.113.0 | google-api-python-client==2.115.0
google-auth==2.22.0 | google-auth==2.26.1
google-auth-httplib2==0.1.0 | google-auth-httplib2==0.1.1
google-auth-oauthlib==1.0.0 | google-auth-oauthlib==1.2.0
google-cloud-artifact-registry==1.8.3 | google-cloud-artifact-registry==1.10.0
google-cloud-core==2.3.3 | google-cloud-core==2.4.1
google-cloud-dlp==3.12.2 | google-cloud-dlp==3.14.0
> google-cloud-jupyter-config==0.0.5
google-cloud-monitoring==2.15.1 | google-cloud-monitoring==2.18.0
google-cloud-pubsub==2.18.3 | google-cloud-pubsub==2.19.0
google-cloud-pubsublite==1.8.3 | google-cloud-pubsublite==1.9.0
google-cloud-resource-manager==1.10.3 | google-cloud-resource-manager==1.11.0
google-resumable-media==2.5.0 | google-resumable-media==2.7.0
googleapis-common-protos==1.60.0 | googleapis-common-protos==1.62.0
greenlet==2.0.2 | greenlet==3.0.3
grpc-google-iam-v1==0.12.6 | grpc-google-iam-v1==0.12.7
gymnasium-notices==0.0.1 <
h5py==3.9.0 | h5netcdf==1.3.0
haversine==2.8.0 | h5py==3.10.0
hdfs==2.7.2 | haversine==2.8.1
> hdfs==2.7.3
huggingface-hub==0.20.2 | huggingface-hub==0.20.3
idna==3.4 | idna==3.6
imageio==2.31.1 | imageio==2.33.1
importlib-metadata==6.8.0 | importlib-metadata==6.11.0
importlib-resources==6.0.1 | importlib-resources==6.1.1
ipykernel==6.25.1 | ipykernel==6.28.0
ipyleaflet==0.18.1 | ipyleaflet==0.18.2
ipython==8.14.0 | ipython==8.20.0
jax==0.4.21 | jax==0.4.23
jaxlib==0.4.21+cuda11.cudnn86 | jax-jumpy==1.0.0
jedi==0.19.0 | jaxlib==0.4.23.dev20240116
> jedi==0.19.1
jsonpatch==1.32 | jsonpatch==1.33
jsonpointer==2.0 | jsonpointer==2.4
jsonschema==4.19.0 | jsonschema==4.20.0
jsonschema-specifications==2023.7.1 | jsonschema-specifications==2023.12.1
jupyter_core==5.3.1 | jupyter_core==5.7.1
jupyter_server==2.12.3 | jupyter_server==2.12.5
> jupyter_server_fileid==0.9.1
jupyter_server_proxy==4.0.0 | jupyter_server_proxy==4.1.0
jupyter_server_terminals==0.4.4 | jupyter_server_terminals==0.5.1
jupyterlab==4.0.10 | jupyter_server_ydoc==0.8.0
jupyterlab_git==0.42.0 | jupyter-ydoc==0.2.5
jupyterlab-lsp==5.0.1 | jupyterlab==4.0.11
jupyterlab-pygments==0.2.2 | jupyterlab_git==0.44.0
jupyterlab_server==2.24.0 | jupyterlab-lsp==5.0.2
jupyterlab-widgets==3.0.8 | jupyterlab_pygments==0.3.0
jupytext==1.15.0 | jupyterlab_server==2.25.2
kaggle==1.6.2 | jupyterlab-widgets==3.0.9
> jupytext==1.16.0
> kaggle==1.6.3
kagglehub==0.1.5 | kagglehub==0.1.6
keras==2.13.1 | keras==2.15.0
keras-tuner==1.3.5 | keras-tuner==1.4.6
keyring==24.2.0 | kernels-mixer==0.0.7
> keyring==24.3.0
kfp==2.0.1 | kfp==2.5.0
kfp-server-api==2.0.1 | kfp-server-api==2.0.5
kiwisolver==1.4.4 | kiwisolver==1.4.5
lightgbm==3.3.2 | lightgbm==4.2.0
lightning-utilities==0.10.0 | lightning-utilities==0.10.1
llvmlite==0.40.1 | llvmlite==0.41.1
lz4==4.3.2 | lz4==4.3.3
Mako==1.3.0 | Mako==1.3.1
mapclassify==2.6.0 | mapclassify==2.6.1
Markdown==3.4.4 | Markdown==3.5.2
mizani==0.10.0 | mizani==0.9.3
ml-dtypes==0.3.2 | ml-dtypes==0.2.0
mne==1.6.0 | mne==1.6.1
more-itertools==10.1.0 | more-itertools==10.2.0
msgpack==1.0.5 | msgpack==1.0.7
multimethod==1.9.1 | multimethod==1.10
nb-conda==2.2.1 | nb_conda==2.2.1
nest-asyncio==1.5.6 | nest-asyncio==1.5.8
netCDF4==1.6.5 | networkx==3.2.1
networkx==3.1 <
notebook==6.5.5 | notebook==6.5.4
notebook-executor==0.2 | notebook_executor==0.2
numba==0.57.1 | numba==0.58.1
numpy==1.24.3 | numpy==1.24.4
opencensus==0.11.2 | opencensus==0.11.4
opentelemetry-api==1.19.0 | opentelemetry-api==1.22.0
opentelemetry-exporter-otlp==1.19.0 | opentelemetry-exporter-otlp==1.22.0
opentelemetry-exporter-otlp-proto-common==1.19.0 | opentelemetry-exporter-otlp-proto-common==1.22.0
opentelemetry-exporter-otlp-proto-grpc==1.19.0 | opentelemetry-exporter-otlp-proto-grpc==1.22.0
opentelemetry-exporter-otlp-proto-http==1.19.0 | opentelemetry-exporter-otlp-proto-http==1.22.0
opentelemetry-proto==1.19.0 | opentelemetry-proto==1.22.0
opentelemetry-sdk==1.19.0 | opentelemetry-sdk==1.22.0
opentelemetry-semantic-conventions==0.40b0 | opentelemetry-semantic-conventions==0.43b0
optax==0.1.7 | optax==0.1.8
orbax-checkpoint==0.4.8 | orbax-checkpoint==0.4.4
> ordered-set==4.1.0
orjson==3.9.5 | orjson==3.9.10
osmnx==1.1.1 | osmnx==1.8.1
overrides==6.5.0 | overrides==7.4.0
pandas==2.0.3 | pandas==2.1.4
panel==1.3.6 | panel==1.3.7
papermill==2.4.0 | papermill==2.5.0
param==2.0.1 | param==2.0.2
patsy==0.5.3 | patsy==0.5.6
phik==0.12.3 | phik==0.12.4
pip==23.2.1 | pip==23.3.2
plotly==5.16.1 | plotly==5.18.0
plotnine==0.10.1 | plotnine==0.12.4
pluggy==1.2.0 | pluggy==1.3.0
polars==0.20.3 | polars==0.20.5
prettytable==3.8.0 | prettytable==3.9.0
prometheus-client==0.17.1 | prometheus-client==0.19.0
prompt-toolkit==3.0.39 | prompt-toolkit==3.0.42
proto-plus==1.22.3 | proto-plus==1.23.0
ptxcompiler==0.8.1 <
ptxcompiler-cu11==0.7.0.post1 <
pudb==2023.1 | pudb==2024.1
PuLP==2.7.0 | PuLP==2.8.0
pyasn1==0.4.8 | pyasn1==0.5.1
pyasn1-modules==0.2.7 | pyasn1-modules==0.3.0
pycosat==0.6.4 | pycosat==0.6.6
pycryptodome==3.19.1 | pycryptodome==3.20.0
pydantic==1.10.12 | pydantic==2.5.3
pyflakes==3.1.0 | pyflakes==3.2.0
Pygments==2.16.1 | Pygments==2.17.2
pyLDAvis==3.2.2 | pyLDAvis==3.4.1
pymc3==3.11.5 | pymc3==3.11.4
pyOpenSSL==23.2.0 | pyOpenSSL==23.3.0
pyparsing==3.0.9 | pyparsing==3.1.1
pypdf==3.17.4 | pypdf==4.0.0
python-lsp-server==1.9.0 | python-lsp-server==1.10.0
pytoolconfig==1.2.6 | pytoolconfig==1.3.1
pytz==2023.3 | pytz==2023.3.post1...
v143 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v143
== Comparing pip list --format=freeze ==
accelerate==0.25.0 | accelerate==0.26.1
aiobotocore==2.9.0 | aiobotocore==2.11.0
aiohttp==3.8.5 | aiofiles==22.1.0
> aiohttp==3.9.1
> aiosqlite==0.19.0
> annotated-types==0.6.0
ansiwrap==0.8.4 | anyio==4.2.0
anyio==3.7.1 <
argon2-cffi==21.3.0 | argon2-cffi==23.1.0
array-record==0.4.1 | array-record==0.5.0
arrow==1.2.3 | arrow==1.3.0
arviz==0.12.1 | arviz==0.17.0
astropy-iers-data==0.2024.1.8.0.30.55 | astropy-iers-data==0.2024.1.22.0.30.30
asttokens==2.2.1 | asttokens==2.4.1
attrs==23.1.0 | attrs==23.2.0
Babel==2.12.1 | Babel==2.14.0
backcall==0.2.0 <
backports.functools-lru-cache==1.6.5 <
beatrix-jupyterlab==2023.814.150030 | beatrix_jupyterlab==2023.128.151533
biopython==1.82 | biopython==1.83
bleach==6.0.0 | bleach==6.1.0
boltons==23.0.0 | boltons==23.1.1
botocore==1.33.13 | botocore==1.34.22
bq-helper==0.4.1 | bq_helper==0.4.1
> Brotli==1.1.0
cffi==1.15.1 | cffi==1.16.0
cftime==1.6.3 | charset-normalizer==3.3.2
charset-normalizer==3.2.0 <
colorful==0.5.5 | colorful==0.5.6
comm==0.1.4 | comm==0.2.1
conda-content-trust==0+unknown <
contourpy==1.1.0 | contourpy==1.2.0
cryptography==40.0.2 | cryptography==41.0.7
cycler==0.11.0 | cycler==0.12.1
Cython==3.0.0 | Cython==3.0.8
daal==2024.0.1 | daal==2024.1.0
daal4py==2024.0.1 | daal4py==2024.1.0
dask==2023.12.1 | dask==2024.1.0
> dataproc_jupyter_plugin==0.1.66
db-dtypes==1.1.1 | db-dtypes==1.2.0
debugpy==1.6.7.post1 | debugpy==1.8.0
> deepdiff==6.7.1
deprecat==2.1.1 <
dipy==1.7.0 | dipy==1.8.0
distlib==0.3.7 | distlib==0.3.8
distributed==2023.12.1 | distributed==2024.1.0
docker==6.1.3 | docker==7.0.0
earthengine-api==0.1.384 | earthengine-api==0.1.386
emoji==2.9.0 | emoji==2.10.0
etils==1.4.1 | etils==1.6.0
exceptiongroup==1.1.3 | exceptiongroup==1.2.0
executing==1.2.0 | executing==2.0.1
fastapi==0.101.1 | fastapi==0.108.0
fastavro==1.8.2 | fastavro==1.9.3
fasteners==0.18 | fasteners==0.19
fastjsonschema==2.18.0 | fastjsonschema==2.19.1
filelock==3.12.2 | filelock==3.13.1
flake8==6.1.0 | flake8==7.0.0
Flask==3.0.0 | Flask==3.0.1
flit_core==3.9.0 <
fonttools==4.42.1 | fonttools==4.47.0
frozenlist==1.4.0 | frozenlist==1.4.1
gast==0.4.0 | gast==0.5.4
gcsfs==2023.6.0 | gcsfs==2023.12.2.post1
giddy==2.3.4 | giddy==2.3.5
gitdb==4.0.10 | gitdb==4.0.11
GitPython==3.1.32 | GitPython==3.1.41
google-api-python-client==2.113.0 | google-api-python-client==2.115.0
google-auth==2.22.0 | google-auth==2.26.1
google-auth-httplib2==0.1.0 | google-auth-httplib2==0.1.1
google-auth-oauthlib==1.0.0 | google-auth-oauthlib==1.2.0
google-cloud-artifact-registry==1.8.3 | google-cloud-artifact-registry==1.10.0
google-cloud-core==2.3.3 | google-cloud-core==2.4.1
google-cloud-dlp==3.12.2 | google-cloud-dlp==3.14.0
> google-cloud-jupyter-config==0.0.5
google-cloud-monitoring==2.15.1 | google-cloud-monitoring==2.18.0
google-cloud-pubsub==2.18.3 | google-cloud-pubsub==2.19.0
google-cloud-pubsublite==1.8.3 | google-cloud-pubsublite==1.9.0
google-cloud-resource-manager==1.10.3 | google-cloud-resource-manager==1.11.0
google-resumable-media==2.5.0 | google-resumable-media==2.7.0
googleapis-common-protos==1.60.0 | googleapis-common-protos==1.62.0
greenlet==2.0.2 | greenlet==3.0.3
grpc-google-iam-v1==0.12.6 | grpc-google-iam-v1==0.12.7
grpcio==1.57.0 | grpcio==1.60.0
gymnasium-notices==0.0.1 <
h5py==3.9.0 | h5netcdf==1.3.0
haversine==2.8.0 | h5py==3.10.0
hdfs==2.7.2 | haversine==2.8.1
> hdfs==2.7.3
huggingface-hub==0.20.2 | huggingface-hub==0.20.3
idna==3.4 | idna==3.6
imageio==2.31.1 | imageio==2.33.1
importlib-metadata==6.8.0 | importlib-metadata==6.11.0
importlib-resources==6.0.1 | importlib-resources==6.1.1
ipykernel==6.25.1 | ipykernel==6.28.0
ipyleaflet==0.18.1 | ipyleaflet==0.18.2
ipython==8.14.0 | ipython==8.20.0
jax==0.4.21 | jax==0.4.23
jaxlib==0.4.21 | jax-jumpy==1.0.0
jedi==0.19.0 | jaxlib==0.4.23
> jedi==0.19.1
jsonpatch==1.32 | jsonpatch==1.33
jsonpointer==2.0 | jsonpointer==2.4
jsonschema==4.19.0 | jsonschema==4.20.0
jsonschema-specifications==2023.7.1 | jsonschema-specifications==2023.12.1
jupyter_core==5.3.1 | jupyter_core==5.7.1
jupyter_server==2.12.3 | jupyter_server==2.12.5
> jupyter_server_fileid==0.9.1
jupyter_server_proxy==4.0.0 | jupyter_server_proxy==4.1.0
jupyter_server_terminals==0.4.4 | jupyter_server_terminals==0.5.1
jupyterlab==4.0.10 | jupyter_server_ydoc==0.8.0
jupyterlab_git==0.42.0 | jupyter-ydoc==0.2.5
jupyterlab-lsp==5.0.1 | jupyterlab==4.0.11
jupyterlab-pygments==0.2.2 | jupyterlab_git==0.44.0
jupyterlab_server==2.24.0 | jupyterlab-lsp==5.0.2
jupyterlab-widgets==3.0.8 | jupyterlab_pygments==0.3.0
jupytext==1.15.0 | jupyterlab_server==2.25.2
kaggle==1.6.2 | jupyterlab-widgets==3.0.9
> jupytext==1.16.0
> kaggle==1.6.3
kagglehub==0.1.5 | kagglehub==0.1.6
keras==2.13.1 | keras==2.15.0
keras-tuner==1.3.5 | keras-tuner==1.4.6
keyring==24.2.0 | kernels-mixer==0.0.7
> keyring==24.3.0
kfp==2.0.1 | kfp==2.5.0
kfp-server-api==2.0.1 | kfp-server-api==2.0.5
kiwisolver==1.4.4 | kiwisolver==1.4.5
lightgbm==3.3.2 | lightgbm==4.2.0
lightning-utilities==0.10.0 | lightning-utilities==0.10.1
llvmlite==0.40.1 | llvmlite==0.41.1
lz4==4.3.2 | lz4==4.3.3
Mako==1.3.0 | Mako==1.3.1
mapclassify==2.6.0 | mapclassify==2.6.1
Markdown==3.4.4 | Markdown==3.5.2
mizani==0.10.0 | mizani==0.9.3
ml-dtypes==0.3.2 | ml-dtypes==0.2.0
mne==1.6.0 | mne==1.6.1
more-itertools==10.1.0 | more-itertools==10.2.0
msgpack==1.0.5 | msgpack==1.0.7
multimethod==1.9.1 | multimethod==1.10
nb-conda==2.2.1 | nb_conda==2.2.1
nest-asyncio==1.5.6 | nest-asyncio==1.5.8
netCDF4==1.6.5 | networkx==3.2.1
networkx==3.1 <
notebook==6.5.5 | notebook==6.5.4
notebook-executor==0.2 | notebook_executor==0.2
numba==0.57.1 | numba==0.58.1
numpy==1.24.3 | numpy==1.24.4
opencensus==0.11.2 | opencensus==0.11.4
opentelemetry-api==1.19.0 | opentelemetry-api==1.22.0
opentelemetry-exporter-otlp==1.19.0 | opentelemetry-exporter-otlp==1.22.0
opentelemetry-exporter-otlp-proto-common==1.19.0 | opentelemetry-exporter-otlp-proto-common==1.22.0
opentelemetry-exporter-otlp-proto-grpc==1.19.0 | opentelemetry-exporter-otlp-proto-grpc==1.22.0
opentelemetry-exporter-otlp-proto-http==1.19.0 | opentelemetry-exporter-otlp-proto-http==1.22.0
opentelemetry-proto==1.19.0 | opentelemetry-proto==1.22.0
opentelemetry-sdk==1.19.0 | opentelemetry-sdk==1.22.0
opentelemetry-semantic-conventions==0.40b0 | opentelemetry-semantic-conventions==0.43b0
optax==0.1.7 | optax==0.1.8
orbax-checkpoint==0.4.8 | orbax-checkpoint==0.4.4
> ordered-set==4.1.0
orjson==3.9.5 | orjson==3.9.10
osmnx==1.1.1 | osmnx==1.8.1
overrides==6.5.0 | overrides==7.4.0
pandas==2.0.3 | pandas==2.2.0
panel==1.3.6 | panel==1.3.7
papermill==2.4.0 | papermill==2.5.0
param==2.0.1 | param==2.0.2
patsy==0.5.3 | patsy==0.5.6
phik==0.12.3 | phik==0.12.4
pip==23.2.1 | pip==23.3.2
plotly==5.16.1 | plotly==5.18.0
plotnine==0.10.1 | plotnine==0.12.4
pluggy==1.2.0 | pluggy==1.3.0
polars==0.20.3 | polars==0.20.5
prettytable==3.8.0 | prettytable==3.9.0
prometheus-client==0.17.1 | prometheus-client==0.19.0
prompt-toolkit==3.0.39 | prompt-toolkit==3.0.42
proto-plus==1.22.3 | proto-plus==1.23.0
pudb==2023.1 | pudb==2024.1
PuLP==2.7.0 | PuLP==2.8.0
pyarrow==14.0.2 | pyarrow==15.0.0
pyasn1==0.4.8 | pyasn1==0.5.1
pyasn1-modules==0.2.7 | pyasn1-modules==0.3.0
pycosat==0.6.4 | pycosat==0.6.6
pycryptodome==3.19.1 | pycryptodome==3.20.0
pydantic==1.10.12 | pydantic==2.5.3
> pydantic_core==2.14.6
pyflakes==3.1.0 | pyflakes==3.2.0
Pygments==2.16.1 | Pygments==2.17.2
pyLDAvis==3.2.2 | pyLDAvis==3.4.1
pymc3==3.11.5 | pymc3==3.11.4
pyOpenSSL==23.2.0 | pyOpenSSL==23.3.0
pyparsing==3.0.9 | pyparsing==3.1.1
pypdf==3.17.4 | pypdf==4.0.0
python-lsp-server==1.9.0 | python-lsp-server==1.10.0
pytoolconfig==1.2.6 | pytoolconfig==1.3.1
pytz==2023.3 | pytz==2023.3.post1
pyviz_comms==3.0.0 | pyviz_comms==3.0.1
PyWavelets==1.4.1 | PyWavelets==1.5.0
ray=...
v142 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v142
== Comparing pip list --format=freeze ==
aiobotocore==2.8.0 | aiobotocore==2.9.0
alembic==1.13.0 | alembic==1.13.1
astropy-iers-data==0.2023.12.11.0.31.11 | astropy-iers-data==0.2024.1.8.0.30.55
biopython==1.81 | biopython==1.82
blosc2==2.3.2 | blosc2==2.4.0
bokeh==3.3.2 | bokeh==3.3.3
botocore==1.33.1 | botocore==1.33.13
cmudict==1.0.15 | cmudict==1.0.16
> conda-content-trust==0+unknown
contextily==1.4.0 | contextily==1.5.0
cryptography==41.0.3 | cryptography==40.0.2
dask==2023.12.0 | dask==2023.12.1
distributed==2023.12.0 | distributed==2023.12.1
distro==1.8.0 | distro==1.9.0
earthengine-api==0.1.383 | earthengine-api==0.1.384
fitter==1.6.0 | fitter==1.7.0
frozendict==2.3.10 | frozendict==2.4.0
geopandas==0.14.1 | geopandas==0.14.2
google-api-python-client==2.111.0 | google-api-python-client==2.113.0
google-cloud-datastore==2.18.0 | google-cloud-datastore==2.19.0
google-generativeai==0.3.0 | google-generativeai==0.3.2
h2o==3.44.0.2 | h2o==3.44.0.3
huggingface-hub==0.19.4 | huggingface-hub==0.20.2
hydra-slayer==0.4.1 | hydra-slayer==0.5.0
imagecodecs==2023.9.18 | imagecodecs==2024.1.1
importlib-resources==5.13.0 | importlib-resources==6.0.1
ipyleaflet==0.18.0 | ipyleaflet==0.18.1
isort==5.13.1 | isort==5.13.2
jupyter_server==2.12.1 | jupyter_server==2.12.3
jupyterlab==4.0.5 | jupyterlab==4.0.10
kaggle==1.5.16 | kaggle==1.6.2
kagglehub==0.1.4 | kagglehub==0.1.5
keras-cv==0.8.0.dev0 | keras-cv==0.8.1
keras-nlp==0.7.0.dev3 | keras-nlp==0.7.0
kornia==0.7.0 | kornia==0.7.1
> loguru==0.7.2
lxml==4.9.3 | lxml==5.1.0
marshmallow==3.20.1 | marshmallow==3.20.2
mdurl==0.1.0 | mdurl==0.1.2
mgwr==2.2.0 | mgwr==2.2.1
ml-dtypes==0.3.1 | ml-dtypes==0.3.2
mlxtend==0.23.0 | mlxtend==0.23.1
mmh3==4.0.1 | mmh3==4.1.0
mpld3==0.5.9 | mpld3==0.5.10
opencv-contrib-python==4.8.1.78 | opencv-contrib-python==4.9.0.80
opencv-python==4.8.1.78 | opencv-python==4.9.0.80
opencv-python-headless==4.8.1.78 | opencv-python-headless==4.9.0.80
orbax-checkpoint==0.4.7 | orbax-checkpoint==0.4.8
panel==1.3.4 | panel==1.3.6
pathy==0.10.1 | pathy==0.10.3
pdf2image==1.16.3 | pdf2image==1.17.0
Pillow==10.1.0 | Pillow==9.5.0
polars==0.19.19 | polars==0.20.3
progressbar2==4.2.0 | progressbar2==4.3.2
pyaml==23.9.7 | pyaml==23.12.0
pycryptodome==3.19.0 | pycryptodome==3.19.1
pycuda==2023.1 | pycuda==2024.1
pydantic_core==2.14.5 | pydantic_core==2.14.6
pydicom==2.4.3 | pydicom==2.4.4
pypdf==3.17.2 | pypdf==3.17.4
pytest==7.4.3 | pytest==7.4.4
pytorch-lightning==2.1.2 | pytorch-lightning==2.1.3
rapidfuzz==3.5.2 | rapidfuzz==3.6.1
> rich-click==1.7.3
sentry-sdk==1.39.0 | sentry-sdk==1.39.1
tensorflowjs==4.14.0 | tensorflowjs==4.15.0
tensorstore==0.1.51 | tensorstore==0.1.52
thinc==8.2.1 | thinc==8.2.2
transformers==4.36.0 | transformers==4.36.2
urwid==2.3.4 | urwid==2.4.1
urwid-readline==0.13 | urwid_readline==0.13
wandb==0.16.1 | wandb==0.16.2
xgboost==2.0.2 | xgboost==2.0.3
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libssh-gcrypt-4:amd64==0.9.6-2ubuntu0.22.04.1 | libssh-gcrypt-4:amd64==0.9.6-2ubuntu0.22.04.2
openssh-client==1:8.9p1-3ubuntu0.4 | openssh-client==1:8.9p1-3ubuntu0.6
xserver-common==2:21.1.4-2ubuntu1.7~22.04.2 | xserver-common==2:21.1.4-2ubuntu1.7~22.04.5
xvfb==2:21.1.4-2ubuntu1.7~22.04.2 | xvfb==2:21.1.4-2ubuntu1.7~22.04.5
== Comparing printenv | sort ==
BUILD_DATE=20231212-234237 | BUILD_DATE=20240109-221321
GIT_COMMIT=ff731ce005bb1e7027818ff081e409b4af936efb | GIT_COMMIT=a1503982e1fd69227222b950e888dafbdb45fc78
HOSTNAME=75ebc62d8ce7 | HOSTNAME=f5c5d6ecac6b