Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v169 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v169
Digest: ed1f3d9f1b4d07fa1da9f302e7c0b0ca4b216dd64c41c0483d36feeb47dfce14
== Comparing pip list --format=freeze ==
aiohappyeyeballs==2.6.1 | aiohappyeyeballs==2.6.2
aiohttp==3.13.3 | aiohttp==3.13.5
anyio==4.12.1 | anyio==4.13.0
black==26.3.1 | black==26.5.1
certifi==2026.2.25 | certifi==2026.5.20
charset-normalizer==3.4.6 | charset-normalizer==3.4.7
click==8.3.1 | click==8.4.1
cramjam==2.11.0 | cramjam==2.12.0rc1
datasets==4.8.3 | datasets==2.14.4
decorator==5.2.1 | decorator==5.3.1
diffusers==0.37.0 | diffusers==0.38.0
dill==0.4.1 | dill==0.3.7
distrax==0.1.7 | distrax==0.1.8
dm-tree==0.1.9 | dm-tree==0.1.10
docstring_parser==0.17.0 | docstring_parser==0.18.0
fastparquet==2025.12.0 | fastparquet==2026.5.0
filelock==3.25.2 | filelock==3.29.0
flax==0.12.2 | flax==0.12.7
fonttools==4.62.1 | fonttools==4.63.0
fsspec==2026.2.0 | fsspec==2026.4.0
googleapis-common-protos==1.56.1 | googleapis-common-protos==1.75.0
grpcio==1.80.0rc1 | grpcio==1.81.0rc1
hf-xet==1.4.2 | hf-xet==1.5.0
idna==3.11 | idna==3.16
importlib_metadata==8.8.0 | importlib_metadata==9.0.0
> importlib_resources==7.1.0
ipython==9.11.0 | ipython==9.13.0
jax==0.9.2 | jax==0.10.1
jaxlib==0.9.2 | jaxlib==0.10.1
jaxtyping==0.3.9 | jaxtyping==0.3.10
json5==0.13.0 | json5==0.14.0
jsonpointer==3.0.0 | jsonpointer==3.1.1
jupyter-events==0.12.0 | jupyter-events==0.12.1
jupyter_server==2.17.0 | jupyter_server==2.18.2
kagglehub==1.0.0 | kagglehub==1.0.1
kagglesdk==0.1.16 | kagglesdk==0.1.23
keras==3.13.2 | keras==3.14.1
keras-hub==0.26.0 | keras-hub==0.29.0
keras-nlp==0.26.0 | keras-nlp==0.29.0
llvmlite==0.47.0rc1 | llvmlite==0.47.0
markdown-it-py==4.0.0 | markdown-it-py==4.2.0
matplotlib==3.10.8 | matplotlib==3.11.0rc2
matplotlib-inline==0.2.1 | matplotlib-inline==0.2.2
mistune==3.2.0 | mistune==3.2.1
multiprocess==0.70.19 | multiprocess==0.70.15
> narwhals==2.21.2
nbconvert==7.17.0 | nbconvert==7.17.1
numba==0.65.0rc1 | numba==0.65.1
numpy==2.4.3 | numpy==2.4.6
omegaconf==2.4.0.dev4 | omegaconf==2.4.0.dev11
optax==0.2.7 | optax==0.2.8
optree==0.19.0 | optree==0.19.1
orbax-checkpoint==0.11.33 | orbax-checkpoint==0.11.40
packaging==26.0 | packaging==26.2
pandas==3.0.1 | pandas==3.0.3
parso==0.8.6 | parso==0.8.7
pathspec==1.0.4 | pathspec==1.1.1
pillow==12.1.1 | pillow==12.2.0
platformdirs==4.9.4 | platformdirs==4.9.6
prometheus_client==0.24.1 | prometheus_client==0.25.0
propcache==0.4.1 | propcache==0.5.2
protobuf==7.34.0 | protobuf==7.35.0
pyarrow==23.0.1 | pyarrow==24.0.0
pydantic==2.13.0b2 | pydantic==2.14.0a1
pydantic_core==2.42.0 | pydantic_core==2.47.0
Pygments==2.19.2 | Pygments==2.20.0
python-json-logger==4.0.0 | python-json-logger==4.1.0
qwix==0.1.5 | qwix==0.1.6
regex==2026.2.28 | regex==2026.5.9
requests==2.32.5 | requests==2.34.2
rich==14.3.3 | rich==15.0.0
safetensors==0.7.0 | safetensors==0.8.0rc0
scikit-learn==1.8.0 | scikit-learn==1.9.0rc1
simplejson==3.20.2 | simplejson==4.1.1
snowballstemmer==3.0.1 | snowballstemmer==3.1.0
soupsieve==2.8.3 | soupsieve==2.8.4
stringzilla==4.6.0 | stringzilla==4.6.1
tensorboardX==2.6.4 | tensorboardX==2.6.5
tensorflow-datasets==4.9.9 | tensorflow-datasets==4.9.10
tensorflow-metadata==0.5.0 | tensorflow-metadata==1.17.3
tensorstore==0.1.82 | tensorstore==0.1.84
tfp-nightly==0.26.0.dev20260319 | tfp-nightly==0.26.0.dev20260525
timm==1.0.25 | timm==1.0.27
tokenizers==0.22.2 | tokenizers==0.23.0rc0
tomlkit==0.14.0 | tomlkit==0.15.0
tpu-info==0.10.0 | tpu-info==0.11.0
traitlets==5.14.3 | traitlets==5.15.0
tzdata==2025.3 | tzdata==2026.2
ujson==5.12.0 | ujson==5.12.1
urllib3==2.6.3 | urllib3==2.7.0
wcwidth==0.6.0 | wcwidth==0.7.0
Werkzeug==3.1.6 | Werkzeug==3.1.8
wheel==0.46.3 | wheel==0.47.0
wrapt==2.1.2 | wrapt==2.2.1
xxhash==3.6.0 | xxhash==3.7.0
yarl==1.23.0 | yarl==1.24.2
zipp==3.23.0 | zipp==4.1.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==13.8+deb13u4 | base-files==13.8+deb13u5
bash==5.2.37-2+b8 | bash==5.2.37-2+b9
comerr-dev:amd64==2.1-1.47.2-3+b10 | comerr-dev:amd64==2.1-1.47.2-3+b11
curl==8.14.1-2+deb13u2 | curl==8.14.1-2+deb13u3
dirmngr==2.4.7-21+deb13u1+b2 | dirmngr==2.4.7-21+deb13u1+b3
ffmpeg==7:7.1.3-0+deb13u1 | ffmpeg==7:7.1.4-0+deb13u1
gir1.2-gdkpixbuf-2.0:amd64==2.42.12+dfsg-4 | gir1.2-gdkpixbuf-2.0:amd64==2.42.12+dfsg-4+deb13u1
gir1.2-glib-2.0:amd64==2.84.4-3~deb13u2 | gir1.2-glib-2.0:amd64==2.84.4-3~deb13u3
gir1.2-glib-2.0-dev:amd64==2.84.4-3~deb13u2 | gir1.2-glib-2.0-dev:amd64==2.84.4-3~deb13u3
gir1.2-harfbuzz-0.0:amd64==10.2.0-1+b1 | gir1.2-harfbuzz-0.0:amd64==10.2.0-1+deb13u1
girepository-tools:amd64==2.84.4-3~deb13u2 | girepository-tools:amd64==2.84.4-3~deb13u3
gpg==2.4.7-21+deb13u1+b2 | gpg==2.4.7-21+deb13u1+b3
gpg-agent==2.4.7-21+deb13u1+b2 | gpg-agent==2.4.7-21+deb13u1+b3
gpgconf==2.4.7-21+deb13u1+b2 | gpgconf==2.4.7-21+deb13u1+b3
gpgsm==2.4.7-21+deb13u1+b2 | gpgsm==2.4.7-21+deb13u1+b3
imagemagick==8:7.1.1.43+dfsg1-1+deb13u6 | imagemagick==8:7.1.1.43+dfsg1-1+deb13u8
imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u6 | imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u8
imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u6 | imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u8
libavcodec61:amd64==7:7.1.3-0+deb13u1 | libavcodec61:amd64==7:7.1.4-0+deb13u1
libavdevice61:amd64==7:7.1.3-0+deb13u1 | libavdevice61:amd64==7:7.1.4-0+deb13u1
libavfilter10:amd64==7:7.1.3-0+deb13u1 | libavfilter10:amd64==7:7.1.4-0+deb13u1
libavformat61:amd64==7:7.1.3-0+deb13u1 | libavformat61:amd64==7:7.1.4-0+deb13u1
libavutil59:amd64==7:7.1.3-0+deb13u1 | libavutil59:amd64==7:7.1.4-0+deb13u1
libc-bin==2.41-12+deb13u2 | libc-bin==2.41-12+deb13u3
libc-dev-bin==2.41-12+deb13u2 | libc-dev-bin==2.41-12+deb13u3
libc6:amd64==2.41-12+deb13u2 | libc6:amd64==2.41-12+deb13u3
libc6-dev:amd64==2.41-12+deb13u2 | libc6-dev:amd64==2.41-12+deb13u3
libcap2:amd64==1:2.75-10+b8 | libcap2:amd64==1:2.75-10+deb13u1+b1
libcdio19t64:amd64==2.2.0-4 | libcdio19t64:amd64==2.2.0-4.1~deb13u1
libcom-err2:amd64==1.47.2-3+b10 | libcom-err2:amd64==1.47.2-3+b11
libcurl3t64-gnutls:amd64==8.14.1-2+deb13u2 | libcurl3t64-gnutls:amd64==8.14.1-2+deb13u3
libcurl4-openssl-dev:amd64==8.14.1-2+deb13u2 | libcurl4-openssl-dev:amd64==8.14.1-2+deb13u3
libcurl4t64:amd64==8.14.1-2+deb13u2 | libcurl4t64:amd64==8.14.1-2+deb13u3
libexif-dev:amd64==0.6.25-1 | libexif-dev:amd64==0.6.25-1+deb13u1
libexif12:amd64==0.6.25-1 | libexif12:amd64==0.6.25-1+deb13u1
libfreetype-dev:amd64==2.13.3+dfsg-1 | libfreetype-dev:amd64==2.13.3+dfsg-1+deb13u1
libfreetype6:amd64==2.13.3+dfsg-1 | libfreetype6:amd64==2.13.3+dfsg-1+deb13u1
libgdk-pixbuf-2.0-0:amd64==2.42.12+dfsg-4 | libgdk-pixbuf-2.0-0:amd64==2.42.12+dfsg-4+deb13u1
libgdk-pixbuf-2.0-dev:amd64==2.42.12+dfsg-4 | libgdk-pixbuf-2.0-dev:amd64==2.42.12+dfsg-4+deb13u1
libgdk-pixbuf2.0-bin==2.42.12+dfsg-4 | libgdk-pixbuf2.0-bin==2.42.12+dfsg-4+deb13u1
libgdk-pixbuf2.0-common==2.42.12+dfsg-4 | libgdk-pixbuf2.0-common==2.42.12+dfsg-4+deb13u1
libgio-2.0-dev:amd64==2.84.4-3~deb13u2 | libgio-2.0-dev:amd64==2.84.4-3~deb13u3
libgio-2.0-dev-bin==2.84.4-3~deb13u2 | libgio-2.0-dev-bin==2.84.4-3~deb13u3
libgirepository-2.0-0:amd64==2.84.4-3~deb13u2 | libgirepository-2.0-0:amd64==2.84.4-3~deb13u3
libglib2.0-0t64:amd64==2.84.4-3~deb13u2 | libglib2.0-0t64:amd64==2.84.4-3~deb13u3
libglib2.0-bin==2.84.4-3~deb13u2 | libglib2.0-bin==2.84.4-3~deb13u3
libglib2.0-data==2.84.4-3~deb13u2 | libglib2.0-data==2.84.4-3~deb13u3
libglib2.0-dev:amd64==2.84.4-3~deb13u2 | libglib2.0-dev:amd64==2.84.4-3~deb13u3
libglib2.0-dev-bin==2.84.4-3~deb13u2 | libglib2.0-dev-bin==2.84.4-3~deb13u3
libgnutls-dane0t64:amd64==3.8.9-3+deb13u2 | libgnutls-dane0t64:amd64==3.8.9-3+deb13u4
libgnutls-openssl27t64:amd64==3.8.9-3+deb13u2 | libgnutls-openssl27t64:amd64==3.8.9-3+deb13u4
libgnutls28-dev:amd64==3.8.9-3+deb13u2 | libgnutls28-dev:amd64==3.8.9-3+deb13u4
libgnutls30t64:amd64==3.8.9-3+deb13u2 | libgnutls30t64:amd64==3.8.9-3+deb13u4
libharfbuzz-cairo0:amd64==10.2.0-1+b1 | libharfbuzz-cairo0:amd64==10.2.0-1+deb13u1
libharfbuzz-dev:amd64==10.2.0-1+b1 | libharfbuzz-dev:amd64==10.2.0-1+deb13u1
libharfbuzz-gobject0:amd64==10.2.0-1+b1 | libharfbuzz-gobject0:amd64==10.2.0-1+deb13u1
libharfbuzz-icu0:amd64==10.2.0-1+b1 | libharfbuzz-icu0:amd64==10.2.0-1+deb13u1
libharfbuzz-subset0:amd64==10.2.0-1+b1 | libharfbuzz-subset0:amd64==10.2.0-1+deb13u1
libharfbuzz0b:amd64==10.2.0-1+b1 | libharfbuzz0b:...
v169 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v169
Digest: bf37c2d79de27c6a73a965b8018fa11b8cd1bd18b31f33a7e6c899e9805662d2
== Comparing pip list --format=freeze ==
a2a-sdk==0.3.25 | a2a-sdk==0.3.26
accelerate==1.12.0 | accelerate==1.13.0
aiobotocore==3.3.0 <
aiohttp==3.13.3 | aiohttp==3.13.5
aioitertools==0.13.0 <
anyio==4.12.1 | anyio==4.13.0
apsw==3.51.2.0 | apsw==3.53.0.0
astropy-iers-data==0.2026.2.23.0.48.33 | astropy-iers-data==0.2026.4.6.0.54.57
attrs==25.4.0 | attrs==26.1.0
Authlib==1.6.8 | Authlib==1.6.9
bayesian-optimization==3.2.1 | bayesian-optimization==3.2.2
bigframes==2.35.0 | bigframes==2.39.0
bigquery-magics==0.10.3 | bigquery-magics==0.12.2
black==26.3.1 | black==26.5.1
blosc2==4.0.0 | blosc2==4.1.2
boto3==1.42.70 | boto3==1.43.14
botocore==1.42.70 | botocore==1.43.14
build==1.4.0 | build==1.5.0
> cachebox==5.2.3
certifi==2026.1.4 | certifi==2026.2.25
charset-normalizer==3.4.4 | charset-normalizer==3.4.7
click==8.3.1 | click==8.3.2
colour==0.1.5 <
confection==0.1.5 | confection==1.3.3
coverage==7.13.5 | coverage==7.14.0
cuda-bindings==12.9.4 | cuda-bindings==13.2.0
cuda-core==0.3.2 | cuda-core==1.0.1
cuda-pathfinder==1.3.5 | cuda-pathfinder==1.5.4
curl_cffi==0.14.0 | curl_cffi==0.15.0
daal==2025.11.0 <
dataproc-spark-connect==1.0.2 | dataproc-spark-connect==1.1.0
datasets==4.8.3 | datasets==4.8.5
db-dtypes==1.5.0 | db-dtypes==1.5.1
deap==1.4.3 | deap==1.4.4
decorator==4.4.2 | decorator==5.3.1
deepdiff==8.6.2 | deepdiff==9.1.0
diffusers==0.36.0 | diffusers==0.37.1
dipy==1.12.0 | dipy==1.12.1
dm-tree==0.1.9 | dm-tree==0.1.10
earthengine-api==1.5.24 | earthengine-api==1.7.21
esda==2.8.1 | esda==2.9.0
etils==1.13.0 | etils==1.14.0
execnb==0.1.18 | execnb==0.2.2
fastapi==0.133.0 | fastapi==0.135.3
fastcore==1.12.16 | fastcore==1.12.36
filelock==3.24.3 | filelock==3.25.2
fonttools==4.61.1 | fonttools==4.62.1
fsspec==2026.2.0 | fsspec==2025.3.0
geemap==0.35.3 | geemap==0.37.2
geopandas==1.1.2 | geopandas==1.1.3
ghapi==1.0.11 | gepa==0.1.1
giddy==2.3.8 | ghapi==1.0.13
> giddy==2.3.6
google-adk==1.25.1 | google-adk==1.29.0
google-api-core==2.30.0 | google-api-core==2.30.3
google-api-python-client==2.190.0 | google-api-python-client==2.194.0
google-auth-httplib2==0.3.0 | google-auth-httplib2==0.3.1
google-auth-oauthlib==1.2.4 | google-auth-oauthlib==1.3.1
google-cloud-aiplatform==1.138.0 | google-cloud-aiplatform==1.147.0
google-cloud-appengine-logging==1.8.0 | google-cloud-appengine-logging==1.9.0
google-cloud-audit-log==0.4.0 | google-cloud-audit-log==0.5.0
google-cloud-bigquery==3.40.1 | google-cloud-bigquery==3.41.0
google-cloud-bigquery-connection==1.20.0 | google-cloud-bigquery-connection==1.21.0
google-cloud-bigtable==2.35.0 | google-cloud-bigtable==2.36.0
google-cloud-core==2.5.0 | google-cloud-core==2.5.1
google-cloud-dataproc==5.25.0 | google-cloud-dataplex==2.18.0
google-cloud-datastore==2.23.0 | google-cloud-dataproc==5.26.0
> google-cloud-datastore==2.24.0
google-cloud-firestore==2.23.0 | google-cloud-firestore==2.26.0
google-cloud-functions==1.22.0 | google-cloud-functions==1.23.0
google-cloud-iam==2.21.0 | google-cloud-iam==2.22.0
google-cloud-language==2.19.0 | google-cloud-language==2.20.0
google-cloud-logging==3.13.0 | google-cloud-logging==3.15.0
google-cloud-monitoring==2.29.1 | google-cloud-monitoring==2.30.0
google-cloud-pubsub==2.35.0 | google-cloud-pubsub==2.37.0
google-cloud-resource-manager==1.16.0 | google-cloud-resource-manager==1.17.0
google-cloud-secret-manager==2.26.0 | google-cloud-secret-manager==2.27.0
google-cloud-spanner==3.63.0 | google-cloud-spanner==3.64.0
google-cloud-speech==2.36.1 | google-cloud-speech==2.38.0
google-cloud-storage==3.9.0 | google-cloud-storage==3.10.1
google-cloud-trace==1.18.0 | google-cloud-trace==1.19.0
google-cloud-translate==3.24.0 | google-cloud-translate==3.26.0
google-cloud-videointelligence==2.18.0 | google-cloud-videointelligence==2.19.0
google-cloud-vision==3.12.1 | google-cloud-vision==3.14.0
google-genai==1.64.0 | google-genai==1.68.0
google-resumable-media==2.8.0 | google-resumable-media==2.8.2
googleapis-common-protos==1.72.0 | googleapis-common-protos==1.74.0
grain==0.2.15 | grain==0.2.16
greenlet==3.3.2 | greenlet==3.4.0
grpc-google-iam-v1==0.14.3 | grpc-google-iam-v1==0.14.4
grpcio==1.78.1 | grpcio==1.80.0
h2o==3.46.0.10 | h2o==3.46.0.11
h5py==3.15.1 | h5py==3.16.0
hdbscan==0.8.41 | hdbscan==0.8.42
hf-xet==1.3.0 | hf-xet==1.4.3
highspy==1.13.1 | highspy==1.14.0
holidays==0.91 | holidays==0.94
huggingface_hub==1.4.1 | huggingface_hub==1.10.1
ImageIO==2.37.2 | ImageIO==2.37.3
imagesize==1.4.1 | imagesize==2.0.0
intel-cmplr-lib-ur==2025.3.2 | intel-cmplr-lib-ur==2025.3.3
intel-openmp==2025.3.2 | intel-openmp==2025.3.3
ipytree==0.2.2 <
jaraco.context==6.1.0 | jaraco.context==6.1.2
json5==0.13.0 | json5==0.14.0
jsonpointer==3.0.0 | jsonpointer==3.1.1
jupyter_server_proxy==4.4.0 | jupyter_server_proxy==4.5.0
kaggle==2.0.0 | kaggle==2.0.1
kaggle-environments==1.27.3 | kaggle-environments==1.29.3
kagglesdk==0.1.16 | kagglesdk==0.1.18
keras==3.10.0 | keras==3.13.2
keras-hub==0.21.1 | keras-hub==0.26.0
keras-nlp==0.21.1 | keras-nlp==0.26.0
kiwisolver==1.4.9 | kiwisolver==1.5.0
kornia==0.8.2 | kornia==0.8.3
kornia_rs==0.1.10 | kornia_rs==0.1.14
langchain==1.2.10 | langchain==1.2.15
langchain-core==1.2.15 | langchain-core==1.2.28
langgraph==1.0.9 | langgraph==1.1.6
langgraph-checkpoint==4.0.0 | langgraph-checkpoint==4.0.1
langgraph-prebuilt==1.0.8 | langgraph-prebuilt==1.0.9
langgraph-sdk==0.3.9 | langgraph-sdk==0.3.13
langsmith==0.7.6 | langsmith==0.7.30
lazy_loader==0.4 | lazy-loader==0.5
linkify-it-py==2.0.3 | linkify-it-py==2.1.0
llvmlite==0.43.0 | llvmlite==0.47.0
lxml==6.0.2 | lxml==6.0.3
mcp==1.26.0 | mcp==1.27.0
mmh3==5.2.0 | mmh3==5.2.1
mne==1.11.0 | mne==1.12.1
> moocore==0.3.1
narwhals==2.17.0 | narwhals==2.19.0
nbdev==3.0.12 | nbdev==3.0.17
nibabel==5.3.3 | nibabel==5.4.2
numba==0.60.0 | numba==0.65.1
numba-cuda==0.22.2 | numba-cuda==0.30.2
numpy==2.0.2 | numpy==2.4.6
nvidia-ml-py==13.590.48 | nvidia-ml-py==13.595.45
nvtx==0.2.14 | nvtx==0.2.15
onnx==1.20.1 | onnx==1.21.0
open_spiel==1.6.12 | open-spiel==1.6.15
openai==2.23.0 | openai==2.31.0
optax==0.2.7 | optax==0.2.8
orbax-checkpoint==0.11.33 | orbax-checkpoint==0.11.34
orjson==3.11.7 | orjson==3.11.8
packaging==26.0 | packaging==26.2
panel==1.8.7 | panel==1.8.10
param==2.3.2 | param==2.3.3
pathspec==1.0.4 | pathspec==1.1.1
peewee==4.0.0 | peewee==4.0.4
platformdirs==4.9.2 | platformdirs==4.9.6
plum-dispatch==2.7.1 | plum-dispatch==2.8.0
preshed==3.0.12 | preshed==3.0.13
prometheus_client==0.24.1 | prometheus_client==0.25.0
proto-plus==1.27.1 | proto-plus==1.27.2
puremagic==2.1.0 | puremagic==2.2.0
pyarrow==23.0.1 | pyarrow==24.0.0
pyasn1==0.6.2 | pyasn1==0.6.3
pybind11==3.0.2 | pybind11==3.0.4
pydicom==3.0.1 | pydicom==3.0.2
pygit2==1.19.1 | pygit2==1.19.2
Pygments==2.19.2 | Pygments==2.20.0
pyjson5==2.0.0 | pyiceberg==0.11.1
PyJWT==2.11.0 | pyjson5==2.0.1
> PyJWT==2.12.1
pymc==5.28.0 | pymc==5.28.4
pymongo==4.16.0 | pymongo==4.17.0
pypdf==6.9.1 | pypdf==6.12.1
> pyroaring==1.0.4
pytensor==2.38.0 | pytensor==2.38.2
python-bidi==0.6.7 | python-bidi==0.6.10
python-dotenv==1.2.1 | python-dotenv==1.2.2
python-fasthtml==0.12.47 | python-fasthtml==0.12.50
python-json-logger==4.0.0 | python-json-logger==4.1.0
python-multipart==0.0.22 | python-multipart==0.0.26
pytools==2025.2.5 | pytools==2026.1
pytorch-ignite==0.5.3 | pytorch-ignite==0.5.4
pytorch-lightning==2.6.1 | pytorch-lightning==2.6.4
qtconsole==5.7.1 | qtconsole==5.7.2
quantecon==0.11.0 | quantecon==0.11.2
ray==2.54.0 | ray==2.55.1
rfc3161-client==1.0.5 | rfc3161-client==1.0.6
ruff==0.15.2 | ruff==0.15.10
s3fs==2026.2.0 | s3fs==0.4.2
s3transfer==0.16.0 | s3transfer==0.17.0
scikit-learn-intelex==2025.11.0 <
segregation==2.5.3 | segregation==2.5.4
sentence-transformers==5.2.3 | sentence-transformers==5.4.0
sentry-sdk==2.53.0 | sentry-sdk==2.57.0
shap==0.50.0 | shap==0.51.0
Shimmy==2.0.0 | Shimmy==2.0.1
simpleitk==2.5.3 | simpl...
v169 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v169
Digest: 2fa230a30ef533858d3c2a1a18d8b0709481c4cdce98ef73e884c03bb91d94eb
== Comparing pip list --format=freeze ==
a2a-sdk==0.3.25 | a2a-sdk==0.3.26
accelerate==1.12.0 | accelerate==1.13.0
aiobotocore==3.3.0 <
aiohttp==3.13.3 | aiohttp==3.13.5
aioitertools==0.13.0 <
anyio==4.12.1 | anyio==4.13.0
apsw==3.51.2.0 | apsw==3.53.0.0
astropy-iers-data==0.2026.2.23.0.48.33 | astropy-iers-data==0.2026.4.6.0.54.57
attrs==25.4.0 | attrs==26.1.0
Authlib==1.6.8 | Authlib==1.6.9
bayesian-optimization==3.2.1 | bayesian-optimization==3.2.2
bigframes==2.35.0 | bigframes==2.39.0
bigquery-magics==0.10.3 | bigquery-magics==0.12.2
black==26.3.1 | black==26.5.1
blosc2==4.0.0 | blosc2==4.1.2
boto3==1.42.70 | boto3==1.43.14
botocore==1.42.70 | botocore==1.43.14
build==1.4.0 | build==1.5.0
> cachebox==5.2.3
certifi==2026.1.4 | certifi==2026.2.25
charset-normalizer==3.4.4 | charset-normalizer==3.4.7
click==8.3.1 | click==8.3.2
colour==0.1.5 <
confection==0.1.5 | confection==1.3.3
coverage==7.13.5 | coverage==7.14.0
curl_cffi==0.14.0 | curl_cffi==0.15.0
daal==2025.11.0 <
dask==2026.1.2 | dask==2026.3.0
dataproc-spark-connect==1.0.2 | dataproc-spark-connect==1.1.0
datasets==4.8.3 | datasets==4.8.5
db-dtypes==1.5.0 | db-dtypes==1.5.1
deap==1.4.3 | deap==1.4.4
decorator==4.4.2 | decorator==5.3.1
deepdiff==8.6.2 | deepdiff==9.1.0
diffusers==0.36.0 | diffusers==0.37.1
dipy==1.12.0 | dipy==1.12.1
distributed==2026.1.2 | distributed==2026.3.0
dm-tree==0.1.9 | dm-tree==0.1.10
earthengine-api==1.5.24 | earthengine-api==1.7.21
esda==2.8.1 | esda==2.9.0
etils==1.13.0 | etils==1.14.0
execnb==0.1.18 | execnb==0.2.2
fastapi==0.133.0 | fastapi==0.135.3
fastcore==1.12.16 | fastcore==1.12.36
filelock==3.24.3 | filelock==3.25.2
fonttools==4.61.1 | fonttools==4.62.1
fsspec==2026.2.0 | fsspec==2025.3.0
geemap==0.35.3 | geemap==0.37.2
geopandas==1.1.2 | geopandas==1.1.3
ghapi==1.0.11 | gepa==0.1.1
giddy==2.3.8 | ghapi==1.0.13
> giddy==2.3.6
google-adk==1.25.1 | google-adk==1.29.0
google-api-core==2.30.0 | google-api-core==2.30.3
google-api-python-client==2.190.0 | google-api-python-client==2.194.0
google-auth-httplib2==0.3.0 | google-auth-httplib2==0.3.1
google-auth-oauthlib==1.2.4 | google-auth-oauthlib==1.3.1
google-cloud-aiplatform==1.138.0 | google-cloud-aiplatform==1.147.0
google-cloud-appengine-logging==1.8.0 | google-cloud-appengine-logging==1.9.0
google-cloud-audit-log==0.4.0 | google-cloud-audit-log==0.5.0
google-cloud-bigquery==3.40.1 | google-cloud-bigquery==3.41.0
google-cloud-bigquery-connection==1.20.0 | google-cloud-bigquery-connection==1.21.0
google-cloud-bigtable==2.35.0 | google-cloud-bigtable==2.36.0
google-cloud-core==2.5.0 | google-cloud-core==2.5.1
google-cloud-dataproc==5.25.0 | google-cloud-dataplex==2.18.0
google-cloud-datastore==2.23.0 | google-cloud-dataproc==5.26.0
> google-cloud-datastore==2.24.0
google-cloud-firestore==2.23.0 | google-cloud-firestore==2.26.0
google-cloud-functions==1.22.0 | google-cloud-functions==1.23.0
google-cloud-iam==2.21.0 | google-cloud-iam==2.22.0
google-cloud-language==2.19.0 | google-cloud-language==2.20.0
google-cloud-logging==3.13.0 | google-cloud-logging==3.15.0
google-cloud-monitoring==2.29.1 | google-cloud-monitoring==2.30.0
google-cloud-pubsub==2.35.0 | google-cloud-pubsub==2.37.0
google-cloud-resource-manager==1.16.0 | google-cloud-resource-manager==1.17.0
google-cloud-secret-manager==2.26.0 | google-cloud-secret-manager==2.27.0
google-cloud-spanner==3.63.0 | google-cloud-spanner==3.64.0
google-cloud-speech==2.36.1 | google-cloud-speech==2.38.0
google-cloud-storage==3.9.0 | google-cloud-storage==3.10.1
google-cloud-trace==1.18.0 | google-cloud-trace==1.19.0
google-cloud-translate==3.24.0 | google-cloud-translate==3.26.0
google-cloud-videointelligence==2.18.0 | google-cloud-videointelligence==2.19.0
google-cloud-vision==3.12.1 | google-cloud-vision==3.14.0
google-genai==1.64.0 | google-genai==1.68.0
google-resumable-media==2.8.0 | google-resumable-media==2.8.2
googleapis-common-protos==1.72.0 | googleapis-common-protos==1.74.0
grain==0.2.15 | grain==0.2.16
greenlet==3.3.2 | greenlet==3.4.0
grpc-google-iam-v1==0.14.3 | grpc-google-iam-v1==0.14.4
grpcio==1.78.1 | grpcio==1.80.0
h2o==3.46.0.10 | h2o==3.46.0.11
h5py==3.15.1 | h5py==3.16.0
hdbscan==0.8.41 | hdbscan==0.8.42
hf-xet==1.3.0 | hf-xet==1.4.3
highspy==1.13.1 | highspy==1.14.0
holidays==0.91 | holidays==0.94
huggingface_hub==1.4.1 | huggingface_hub==1.10.1
ImageIO==2.37.2 | ImageIO==2.37.3
imagesize==1.4.1 | imagesize==2.0.0
intel-cmplr-lib-ur==2025.3.2 | intel-cmplr-lib-ur==2025.3.3
intel-openmp==2025.3.2 | intel-openmp==2025.3.3
ipytree==0.2.2 <
jaraco.context==6.1.0 | jaraco.context==6.1.2
json5==0.13.0 | json5==0.14.0
jsonpointer==3.0.0 | jsonpointer==3.1.1
jupyter_server_proxy==4.4.0 | jupyter_server_proxy==4.5.0
kaggle==2.0.0 | kaggle==2.0.1
kaggle-environments==1.27.3 | kaggle-environments==1.29.3
kagglesdk==0.1.16 | kagglesdk==0.1.18
keras==3.10.0 | keras==3.13.2
keras-hub==0.21.1 | keras-hub==0.26.0
keras-nlp==0.21.1 | keras-nlp==0.26.0
kiwisolver==1.4.9 | kiwisolver==1.5.0
kornia==0.8.2 | kornia==0.8.3
kornia_rs==0.1.10 | kornia_rs==0.1.14
langchain==1.2.10 | langchain==1.2.15
langchain-core==1.2.15 | langchain-core==1.2.28
langgraph==1.0.9 | langgraph==1.1.6
langgraph-checkpoint==4.0.0 | langgraph-checkpoint==4.0.1
langgraph-prebuilt==1.0.8 | langgraph-prebuilt==1.0.9
langgraph-sdk==0.3.9 | langgraph-sdk==0.3.13
langsmith==0.7.6 | langsmith==0.7.30
lazy_loader==0.4 | lazy-loader==0.5
linkify-it-py==2.0.3 | linkify-it-py==2.1.0
llvmlite==0.43.0 | llvmlite==0.47.0
lxml==6.0.2 | lxml==6.0.3
mcp==1.26.0 | mcp==1.27.0
mmh3==5.2.0 | mmh3==5.2.1
mne==1.11.0 | mne==1.12.1
> moocore==0.3.1
narwhals==2.17.0 | narwhals==2.19.0
nbdev==3.0.12 | nbdev==3.0.17
nibabel==5.3.3 | nibabel==5.4.2
numba==0.60.0 | numba==0.65.1
numpy==2.0.2 | numpy==2.4.6
nvidia-nccl-cu12==2.29.3 | nvidia-nccl-cu12==2.29.7
onnx==1.20.1 | onnx==1.21.0
open_spiel==1.6.12 | open-spiel==1.6.15
openai==2.23.0 | openai==2.31.0
optax==0.2.7 | optax==0.2.8
orbax-checkpoint==0.11.33 | orbax-checkpoint==0.11.34
orjson==3.11.7 | orjson==3.11.8
panel==1.8.7 | panel==1.8.10
param==2.3.2 | param==2.3.3
pathspec==1.0.4 | pathspec==1.1.1
peewee==4.0.0 | peewee==4.0.4
platformdirs==4.9.2 | platformdirs==4.9.6
plum-dispatch==2.7.1 | plum-dispatch==2.8.0
preshed==3.0.12 | preshed==3.0.13
prometheus_client==0.24.1 | prometheus_client==0.25.0
proto-plus==1.27.1 | proto-plus==1.27.2
puremagic==2.1.0 | puremagic==2.2.0
pyarrow==23.0.1 | pyarrow==24.0.0
pyasn1==0.6.2 | pyasn1==0.6.3
pybind11==3.0.2 | pybind11==3.0.4
pydicom==3.0.1 | pydicom==3.0.2
pygit2==1.19.1 | pygit2==1.19.2
Pygments==2.19.2 | Pygments==2.20.0
pyjson5==2.0.0 | pyiceberg==0.11.1
PyJWT==2.11.0 | pyjson5==2.0.1
> PyJWT==2.12.1
pymc==5.28.0 | pymc==5.28.4
pymongo==4.16.0 | pymongo==4.17.0
pypdf==6.9.1 | pypdf==6.12.1
> pyroaring==1.0.4
pytensor==2.38.0 | pytensor==2.38.2
python-bidi==0.6.7 | python-bidi==0.6.10
python-dotenv==1.2.1 | python-dotenv==1.2.2
python-fasthtml==0.12.47 | python-fasthtml==0.12.50
python-json-logger==4.0.0 | python-json-logger==4.1.0
python-multipart==0.0.22 | python-multipart==0.0.26
pytorch-ignite==0.5.3 | pytorch-ignite==0.5.4
pytorch-lightning==2.6.1 | pytorch-lightning==2.6.4
qtconsole==5.7.1 | qtconsole==5.7.2
quantecon==0.11.0 | quantecon==0.11.2
ray==2.54.0 | ray==2.55.1
rfc3161-client==1.0.5 | rfc3161-client==1.0.6
ruff==0.15.2 | ruff==0.15.10
s3fs==2026.2.0 | s3fs==0.4.2
s3transfer==0.16.0 | s3transfer==0.17.0
scikit-learn-intelex==2025.11.0 <
segregation==2.5.3 | segregation==2.5.4
sentence-transformers==5.2.3 | sentence-transformers==5.4.0
sentry-sdk==2.53.0 | sentry-sdk==2.57.0
shap==0.50.0 | shap==0.51.0
Shimmy==2.0.0 | Shimmy==2.0.1
simpleitk==2.5.3 | simpleitk==2.5.5
simsimd==6.5.13 | simsimd==6.5.16
smmap==5.0.2 | smmap==5.0.3
spacy==3.8.11 | spacy==3.8.14
spreg==1.8.5 | spreg==1.9.0
SQLAlchemy==2.0.47 | SQLAlchemy==2.0.49
sqlalchemy-spanner==...
v168 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v168
Digest: 88af7217f3a13401dffc7ced335cd27c790ea6447801be11acabc8314a318108
== Comparing pip list --format=freeze ==
No diff
== 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
== Comparing printenv | sort ==
BUILD_DATE=20260319-180523 | BUILD_DATE=20260319-213520
GIT_COMMIT=ccaff016ebf5a1e0d9b1438647aacce8620a5ee1 | GIT_COMMIT=c292018b280631cbfe6f4f16fc6a84f2786b5f86
HOSTNAME=6ecbca122ca5 | HOSTNAME=2fdaa94ab5c9
v168 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v168
Digest: 9bc2d69e4dc6caba1c4e45952d4bec429911b514ab22c2ab1bff8dccfa8a3063
== Comparing pip list --format=freeze ==
No diff
== 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
== Comparing printenv | sort ==
BUILD_DATE=20260319-192809 | BUILD_DATE=20260319-213538
GIT_COMMIT=82c5c43ffc1082a9813b21a1284ddb6619930594 | GIT_COMMIT=c292018b280631cbfe6f4f16fc6a84f2786b5f86
HOSTNAME=aecc808f121f | HOSTNAME=dfcba97f71a0
LD_LIBRARY_PATH=/usr/local/cuda/lib64 | LD_LIBRARY_PATH=/usr/local/nvidia/lib64:/usr/local/cuda/lib64
v168 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v168
Digest: 02c72a7c98e5e0895056901d9c715d181cd30eae392491235dfea93e6d0de3ed
== Comparing pip list --format=freeze ==
No diff
== 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
== Comparing printenv | sort ==
BUILD_DATE=20260319-192804 | BUILD_DATE=20260319-213519
GIT_COMMIT=82c5c43ffc1082a9813b21a1284ddb6619930594 | GIT_COMMIT=c292018b280631cbfe6f4f16fc6a84f2786b5f86
HOSTNAME=10a6c94685bf | HOSTNAME=8d019f03ff67
v167 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v167
Digest: f2aa9563ae1171c6a492feacaf243e796321a130dae00d54f935b67ade63ab84
== Comparing pip list --format=freeze ==
No diff
== 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
== Comparing printenv | sort ==
HOSTNAME=157531d7a578 | HOSTNAME=dee20ba40347
v167 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v167
Digest: c2b72cae7b04c245b7e3c36dbfc39072da9c6a3b91c51bde033dd7921c3bc396
== Comparing pip list --format=freeze ==
accelerate==1.12.0 | accelerate==1.13.0
ansicolors==1.1.8 <
async-lru==2.1.0 | async-lru==2.3.0
attrs==25.4.0 | attrs==26.1.0
black==26.1.0 | black==26.3.1
certifi==2026.1.4 | certifi==2026.2.25
charset-normalizer==3.4.4 | charset-normalizer==3.4.6
dataclasses-json==0.6.7 | datasets==4.8.3
datasets==2.14.4 <
diffusers==0.36.0 | diffusers==0.37.0
dill==0.3.7 | dill==0.4.1
etils==1.13.0 | etils==1.14.0
filelock==3.24.2 | filelock==3.25.2
flax==0.12.3 | flax==0.12.2
fonttools==4.61.1 | fonttools==4.62.1
google-tunix==0.1.6 | google-tunix==0.1.7
grain==0.2.15 | grain==0.2.16
grpcio==1.78.0 | grpcio==1.80.0rc1
h5py==3.15.1 | h5py==3.16.0
hf-xet==1.3.0b0 | hf-xet==1.4.2
importlib_metadata==8.7.1 | importlib_metadata==8.8.0
importlib_resources==6.5.2 <
ipython==9.10.0 | ipython==9.11.0
isort==7.0.0 | isort==8.0.1
jax==0.9.0.1 | jax==0.9.2
jaxlib==0.9.0.1 | jaxlib==0.9.2
kagglesdk==0.1.15 | kagglesdk==0.1.16
kiwisolver==1.4.10rc0 | kiwisolver==1.5.0
llvmlite==0.46.0 | llvmlite==0.47.0rc1
marshmallow==3.26.2 <
multiprocess==0.70.15 | multiprocess==0.70.19
numba==0.64.0rc1 | numba==0.65.0rc1
numpy==2.3.5 | numpy==2.4.3
optree==0.18.0 | optree==0.19.0
orbax-checkpoint==0.11.32 | orbax-checkpoint==0.11.33
orbax-export==0.0.8 <
pandas==3.0.0 | pandas==3.0.1
papermill==2.6.0 | papermill==2.7.0
platformdirs==4.9.2 | platformdirs==4.9.4
protobuf==7.34.0rc2 | protobuf==7.34.0
pydantic==2.12.5 | pydantic==2.13.0b2
pydantic_core==2.41.5 | pydantic_core==2.42.0
pylint==4.0.4 | pylint==4.0.5
python-dotenv==1.2.1 | python-dotenv==1.2.2
regex==2026.1.15 | regex==2026.2.28
rich==14.3.2 | rich==14.3.3
scipy==1.17.0 | scipy==1.17.1
setuptools==82.0.0 | setuptools==82.0.1
simsimd==6.5.13 | simsimd==6.5.16
tabulate==0.9.0 | tabulate==0.10.0
tensorflow-text==2.20.0 | tensorflow-text==2.20.1
tensorstore==0.1.81 | tensorstore==0.1.82
tfp-nightly==0.26.0.dev20260217 | tfp-nightly==0.26.0.dev20260319
timm==1.0.24 | timm==1.0.25
tornado==6.5.4 | tornado==6.5.5
tpu-info==0.8.1 | tpu-info==0.10.0
typing-inspect==0.9.0 <
ujson==5.11.0 | ujson==5.12.0
> uvloop==0.22.1
Werkzeug==3.1.5 | Werkzeug==3.1.6
wrapt==2.1.1 | wrapt==2.1.2
yarl==1.22.0 | yarl==1.23.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
adwaita-icon-theme==48.1-1 <
alsa-topology-conf==1.2.5.1-3 <
alsa-ucm-conf==1.2.14-1 <
at-spi2-common==2.56.2-1+deb13u1 <
at-spi2-core==2.56.2-1+deb13u1 <
base-files==13.8+deb13u3 | base-files==13.8+deb13u4
bash==5.2.37-2+b7 | bash==5.2.37-2+b8
comerr-dev:amd64==2.1-1.47.2-3+b7 | comerr-dev:amd64==2.1-1.47.2-3+b10
dbus==1.16.2-2 <
dbus-bin==1.16.2-2 <
dbus-daemon==1.16.2-2 <
dbus-session-bus-common==1.16.2-2 <
dbus-system-bus-common==1.16.2-2 <
dbus-user-session==1.16.2-2 <
dconf-gsettings-backend:amd64==0.40.0-5 <
dconf-service==0.40.0-5 <
dirmngr==2.4.7-21+deb13u1+b1 | dirmngr==2.4.7-21+deb13u1+b2
dmsetup==2:1.02.205-2 | dpkg==1.22.22
dpkg==1.22.21 | dpkg-dev==1.22.22
dpkg-dev==1.22.21 <
gpg==2.4.7-21+deb13u1+b1 | gpg==2.4.7-21+deb13u1+b2
gpg-agent==2.4.7-21+deb13u1+b1 | gpg-agent==2.4.7-21+deb13u1+b2
gpgconf==2.4.7-21+deb13u1+b1 | gpgconf==2.4.7-21+deb13u1+b2
gpgsm==2.4.7-21+deb13u1+b1 | gpgsm==2.4.7-21+deb13u1+b2
gsettings-desktop-schemas==48.0-1 <
gtk-update-icon-cache==4.18.6+ds-2 <
i965-va-driver:amd64==2.4.1+dfsg1-2 <
imagemagick==8:7.1.1.43+dfsg1-1+deb13u5 | imagemagick==8:7.1.1.43+dfsg1-1+deb13u6
imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u5 | imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u6
imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u5 | imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u6
intel-media-va-driver:amd64==25.2.3+dfsg1-1 <
libaacs0:amd64==0.11.1-4+b1 <
libapparmor1:amd64==4.1.0-1 <
libatk-bridge2.0-0t64:amd64==2.56.2-1+deb13u1 <
libatk1.0-0t64:amd64==2.56.2-1+deb13u1 <
libatspi2.0-0t64:amd64==2.56.2-1+deb13u1 <
libavahi-client3:amd64==0.8-16 <
libavahi-common-data:amd64==0.8-16 <
libavahi-common3:amd64==0.8-16 <
libbdplus0:amd64==0.2.0-4+b1 <
libc-bin==2.41-12+deb13u1 | libc-bin==2.41-12+deb13u2
libc-dev-bin==2.41-12+deb13u1 | libc-dev-bin==2.41-12+deb13u2
libc6:amd64==2.41-12+deb13u1 | libc6:amd64==2.41-12+deb13u2
libc6-dev:amd64==2.41-12+deb13u1 | libc6-dev:amd64==2.41-12+deb13u2
libcap2:amd64==1:2.75-10+b3 | libcap2:amd64==1:2.75-10+b8
libcloudproviders0:amd64==0.3.6-2 <
libcolord2:amd64==1.4.7-3 | libcom-err2:amd64==1.47.2-3+b10
libcom-err2:amd64==1.47.2-3+b7 <
libcryptsetup12:amd64==2:2.7.5-2 <
libcups2t64:amd64==2.4.10-3+deb13u2 <
libdconf1:amd64==0.40.0-5 <
libdecor-0-plugin-1-gtk:amd64==0.2.2-2 <
libdevmapper1.02.1:amd64==2:1.02.205-2 <
libdpkg-perl==1.22.21 | libdpkg-perl==1.22.22
libepoxy0:amd64==1.5.10-2 <
libgnutls-dane0t64:amd64==3.8.9-3+deb13u1 | libgnutls-dane0t64:amd64==3.8.9-3+deb13u2
libgnutls-openssl27t64:amd64==3.8.9-3+deb13u1 | libgnutls-openssl27t64:amd64==3.8.9-3+deb13u2
libgnutls28-dev:amd64==3.8.9-3+deb13u1 | libgnutls28-dev:amd64==3.8.9-3+deb13u2
libgnutls30t64:amd64==3.8.9-3+deb13u1 | libgnutls30t64:amd64==3.8.9-3+deb13u2
libgtk-3-0t64:amd64==3.24.49-3 <
libgtk-3-bin==3.24.49-3 <
libgtk-3-common==3.24.49-3 <
libigdgmm12:amd64==22.7.2+ds1-1 <
libjson-c5:amd64==0.18+ds-1 <
libkmod2:amd64==34.2-2 <
libmagickcore-7-arch-config:amd64==8:7.1.1.43+dfsg1-1+deb13u5 | libmagickcore-7-arch-config:amd64==8:7.1.1.43+dfsg1-1+deb13u6
libmagickcore-7-headers==8:7.1.1.43+dfsg1-1+deb13u5 | libmagickcore-7-headers==8:7.1.1.43+dfsg1-1+deb13u6
libmagickcore-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u5 | libmagickcore-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u6
libmagickcore-7.q16-10-extra:amd64==8:7.1.1.43+dfsg1-1+deb13u | libmagickcore-7.q16-10-extra:amd64==8:7.1.1.43+dfsg1-1+deb13u
libmagickcore-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u5 | libmagickcore-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u6
libmagickcore-dev==8:7.1.1.43+dfsg1-1+deb13u5 | libmagickcore-dev==8:7.1.1.43+dfsg1-1+deb13u6
libmagickwand-7-headers==8:7.1.1.43+dfsg1-1+deb13u5 | libmagickwand-7-headers==8:7.1.1.43+dfsg1-1+deb13u6
libmagickwand-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u5 | libmagickwand-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u6
libmagickwand-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u5 | libmagickwand-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u6
libmagickwand-dev==8:7.1.1.43+dfsg1-1+deb13u5 | libmagickwand-dev==8:7.1.1.43+dfsg1-1+deb13u6
libmariadb-dev==1:11.8.3-0+deb13u1 | libmariadb-dev==1:11.8.6-0+deb13u1
libmariadb-dev-compat==1:11.8.3-0+deb13u1 | libmariadb-dev-compat==1:11.8.6-0+deb13u1
libmariadb3:amd64==1:11.8.3-0+deb13u1 | libmariadb3:amd64==1:11.8.6-0+deb13u1
libmpg123-0t64:amd64==1.32.10-1 | libmpg123-0t64:amd64==1.32.10-1+deb13u1
libnss-systemd:amd64==257.9-1~deb13u1 <
libpam-systemd:amd64==257.9-1~deb13u1 <
libpng-dev:amd64==1.6.48-1+deb13u1 | libpng-dev:amd64==1.6.48-1+deb13u3
libpng16-16t64:amd64==1.6.48-1+deb13u1 | libpng16-16t64:amd64==1.6.48-1+deb13u3
libpq-dev==17.7-0+deb13u1 | libpq-dev==17.9-0+deb13u1
libpq5:amd64==17.7-0+deb13u1 | libpq5:amd64==17.9-0+deb13u1
libsndfile1:amd64==1.2.2-2+b1 | libsndfile1:amd64==1.2.2-2+deb13u1
libsqlite3-0:amd64==3.46.1-7 | libsqlite3-0:amd64==3.46.1-7+deb13u1
libsqlite3-dev:amd64==3.46.1-7 | libsqlite3-dev:amd64==3.46.1-7+deb13u1
libssl-dev:amd64==3.5.4-1~deb13u2 | libssl-dev:amd64==3.5.5-1~deb13u1
libssl3t64:amd64==3.5.4-1~deb13u2 | libssl3t64:amd64==3.5.5-1~deb13u1
libsystemd-shared:amd64==257.9-1~deb13u1 <
libvdpau-va-gl1:amd64==0.4.2-2 <
libvpx9:amd64==1.15.0-2.1 | libvpx9:amd64==1.15.0-2.1+deb13u1
libxcomposite1:amd64==1:0.4.6-1 <
libxdamage1:amd64==1:1.1.6-1+b2 <
libxinerama1:amd64==2:1.1.4-3+b4 <
libxtst6:amd64==2:1.2.5-1 <
linux-libc-dev==6.12.63-1 | linux-libc-dev==6.12.74-2
linux-sysctl-defaults==4.12 <
mariadb-common==1:11.8.3-0+deb13u1 | mariadb-common==1:11.8.6-0+deb13u1
mesa-va-drivers:amd64==25.0.7-2 <
mesa-vdpau-drivers:amd64==25.0.7-2 <
mesa-vulkan-drivers:amd64==25.0.7-2 <
openssh-client==1:10.0p1-7 | openssh-client==1:10.0p1-7+deb13u1
openssl==3.5.4-1~deb13u2 | openssl==3.5.5-1~deb13u1
openssl-provider-legacy==3.5.4-1~deb13u2 | openssl-provider-legacy==3.5.5-1~deb13u1
pocketsphinx-en-us==0.8+5prealpha+1-15 <
systemd==257.9-1~deb13u1 <
systemd-cryptsetup==257.9-1~deb13u1 <
systemd-sysv==257.9-1~deb...
v167 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v167
Digest: 88af7217f3a13401dffc7ced335cd27c790ea6447801be11acabc8314a318108
== Comparing pip list --format=freeze ==
No diff
== 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
== Comparing printenv | sort ==
HOSTNAME=048fe6731594 | HOSTNAME=a5c3ebe73447
v167 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v167
Digest: e238a39538b51b8c5d08ead651c830ae269eb574ed36c14842e009f7d0bbab45
== Comparing pip list --format=freeze ==
No diff
== 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
== Comparing printenv | sort ==
HOSTNAME=1d61c02d8834 | HOSTNAME=f6b7ebbb134b