Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v162 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v162
== Comparing pip list --format=freeze ==
accelerate==1.8.1 | absolufy-imports==0.3.1
> accelerate==1.9.0
aiohttp==3.12.13 | aiohttp==3.12.15
aiosignal==1.3.2 | aiosignal==1.4.0
ale-py==0.11.1 | ale-py==0.11.2
alembic==1.16.2 | alembic==1.16.5
anyio==4.9.0 | anyio==4.11.0
> anywidget==0.9.18
astropy-iers-data==0.2025.6.23.0.39.50 | astropy-iers-data==0.2025.7.21.0.41.39
> Authlib==1.6.4
bayesian-optimization==3.0.0 | bayesian-optimization==3.1.0
betterproto==2.0.0b6 | betterproto==2.0.0b7
bigframes==2.8.0 | bigframes==2.12.0
bigquery-magics==0.9.0 | bigquery-magics==0.10.1
> black==25.9.0
blosc2==3.5.0 | blosc2==3.6.1
boto3==1.39.1 | boto3==1.40.39
botocore==1.39.1 | botocore==1.40.39
> Brotli==1.1.0
certifi==2025.6.15 | certifi==2025.8.3
cffi==1.17.1 | cffi==2.0.0
charset-normalizer==3.4.2 | charset-normalizer==3.4.3
chex==0.1.89 | chex==0.1.90
click==8.2.1 | click==8.3.0
comm==0.2.2 | comm==0.2.3
cons==0.4.6 | cons==0.4.7
coverage==7.9.1 | coverage==7.10.7
cryptography==44.0.3 | cryptography==46.0.1
cuda-bindings==12.9.0 | cuda-bindings==12.9.2
cuda-python==12.9.0 | cuda-pathfinder==1.2.3
> cuda-python==12.9.2
cudf-polars-cu12==25.2.2 | cudf-polars-cu12==25.6.0
cupy-cuda12x==13.4.1 | cupy-cuda12x==13.6.0
curl_cffi==0.11.4 | curl_cffi==0.12.0
cvxpy==1.6.6 | cvxpy==1.6.7
daal==2025.6.1 | daal==2025.8.0
dataproc-spark-connect==0.7.5 | dataproc-spark-connect==0.8.3
datascience==0.17.6 | datasets==4.1.1
datasets==3.6.0 <
debugpy==1.8.0 | debugpy==1.8.15
deepdiff==8.5.0 | deepdiff==8.6.1
dill==0.3.8 | dill==0.4.0
dnspython==2.7.0 | dnspython==2.8.0
docstring_parser==0.16 | docstring_parser==0.17.0
duckdb==1.2.2 | duckdb==1.3.2
earthengine-api==1.5.21 | earthengine-api==1.5.24
email_validator==2.2.0 | email-validator==2.3.0
emoji==2.14.1 | emoji==2.15.0
etils==1.12.2 | etils==1.13.0
etuples==0.3.9 | etuples==0.3.10
fastai==2.7.19 | fastai==2.8.4
fastapi==0.115.13 | fastapi==0.116.1
fastcore==1.7.29 | fastcore==1.8.11
> fasttransform==0.0.2
ffmpy==0.6.0 | ffmpy==0.6.1
filelock==3.18.0 | filelock==3.19.1
> filetype==1.2.0
folium==0.19.7 | folium==0.20.0
fonttools==4.58.4 | fonttools==4.59.0
fsspec==2025.5.1 | fsspec==2025.9.0
gcsfs==2025.3.2 | gcsfs==2025.3.0
ghapi==1.0.6 | ghapi==1.0.8
GitPython==3.1.44 | GitPython==3.1.45
> google-adk==1.14.1
google-api-python-client==2.173.0 | google-api-python-client==2.177.0
google-cloud-aiplatform==1.99.0 | google-cloud-aiplatform==1.105.0
> google-cloud-appengine-logging==1.6.2
> google-cloud-audit-log==0.3.2
> google-cloud-bigtable==2.32.0
google-cloud-dataproc==5.20.0 | google-cloud-dataproc==5.21.0
> google-cloud-logging==3.12.1
google-cloud-spanner==3.55.0 | google-cloud-secret-manager==2.24.0
> google-cloud-spanner==3.56.0
> google-cloud-speech==2.33.0
> google-cloud-trace==1.16.2
google-genai==1.21.1 | google-genai==1.27.0
gradio==5.31.0 | gradio==5.38.1
gradio_client==1.10.1 | gradio_client==1.11.0
grpcio==1.73.1 | grpcio==1.75.1
h2==4.2.0 | h2==4.3.0
h5netcdf==1.6.1 | h5netcdf==1.6.3
hf-xet==1.1.5 | hf-xet==1.1.10
holidays==0.75 | holidays==0.77
holoviews==1.20.2 | holoviews==1.21.0
htmlmin==0.1.12 <
huggingface-hub==0.33.1 | httpx-sse==0.4.1
> huggingface-hub==1.0.0rc2
> ipython_pygments_lexers==1.1.1
joblib==1.5.1 | joblib==1.5.2
json5==0.12.0 | json5==0.12.1
jsonschema==4.24.0 | jsonschema==4.25.0
kaggle-environments==1.17.6 | kaggle-environments==1.18.0
kagglehub==0.3.12 | kagglehub==0.3.13
langchain==0.3.26 | langchain==0.3.27
langchain-core==0.3.66 | langchain-core==0.3.72
langchain-text-splitters==0.3.8 | langchain-text-splitters==0.3.9
langsmith==0.4.1 | langsmith==0.4.8
> lark==1.3.0
libcugraph-cu12==25.2.0 | libcugraph-cu12==25.6.0
> librmm-cu12==25.6.0
lightgbm==4.5.0 | lightgbm==4.6.0
lightning-utilities==0.14.3 | lightning-utilities==0.15.2
line_profiler==4.2.0 | line_profiler==5.0.0
markdown-it-py==3.0.0 | markdown-it-py==4.0.0
> mcp==1.15.0
miniKanren==1.0.3 | minify_html==0.16.4
> miniKanren==1.0.5
mne==1.9.0 | mne==1.10.1
mpld3==0.5.10 | mpld3==0.5.11
multidict==6.6.3 | multidict==6.6.4
multitasking==0.0.11 | multitasking==0.0.12
narwhals==1.44.0 | narwhals==1.48.1
nbdev==2.3.36 | nbdev==2.4.5
ninja==1.11.1.4 | ninja==1.13.0
nvtx==0.2.12 | nvtx==0.2.13
nx-cugraph-cu12==25.2.0 | nx-cugraph-cu12==25.6.0
open_spiel==1.6 | open_spiel==1.6.1
openai==1.91.0 | openai==1.97.1
opencv-contrib-python==4.11.0.86 | opencv-contrib-python==4.12.0.88
opencv-python==4.11.0.86 | opencv-python==4.12.0.88
opencv-python-headless==4.11.0.86 | opencv-python-headless==4.12.0.88
> opentelemetry-api==1.37.0
> opentelemetry-exporter-gcp-trace==1.9.0
> opentelemetry-resourcedetector-gcp==1.9.0a0
> opentelemetry-sdk==1.37.0
> opentelemetry-semantic-conventions==0.58b0
optuna==4.4.0 | optuna==4.5.0
orbax-checkpoint==0.11.16 | orbax-checkpoint==0.11.19
orderly-set==5.4.1 | orderly-set==5.5.0
orjson==3.10.18 | orjson==3.11.0
pandas-gbq==0.29.1 | pandas-gbq==0.29.2
panel==1.7.1 | panel==1.7.5
path==17.1.0 | path==17.1.1
pathlib==1.0.1 | pathos==0.3.2
pathos==0.3.1 | pathspec==0.12.1
peewee==3.18.1 | peewee==3.18.2
peft==0.15.2 | peft==0.16.0
phik==0.12.4 | phik==0.12.5
pillow==11.2.1 | pillow==11.3.0
platformdirs==4.3.8 | platformdirs==4.4.0
polars==1.21.0 | polars==1.25.0
psutil==7.0.0 | psutil==7.1.0
> psygnal==0.14.0
pudb==2025.1 | pudb==2025.1.1
puremagic==1.29 | puremagic==1.30
pyaml==25.5.0 | pyaml==25.7.0
pybind11==2.13.6 | pybind11==3.0.1
pycparser==2.22 | pycparser==2.23
pydantic==2.11.7 | pydantic==2.12.0a1
pydantic_core==2.33.2 | pydantic_core==2.37.2
> pydantic-settings==2.11.0
pygltflib==1.16.4 | pygltflib==1.16.5
pylibcugraph-cu12==25.2.0 | pylibcugraph-cu12==25.6.0
pymc==5.23.0 | pymc==5.25.1
pymongo==4.13.2 | pymongo==4.15.1
pymystem3==0.2.0 <
pyOpenSSL==25.1.0 | pyOpenSSL==25.3.0
pypdf==5.7.0 | pypdf==6.1.0
pytensor==2.31.4 | pytensor==2.31.7
pytest==8.3.5 | pytest==8.4.1
> python-dotenv==1.1.1
python-lsp-server==1.12.2 | python-lsp-server==1.13.1
> pytokens==0.1.10
pytorch-lightning==2.5.2 | pytorch-lightning==2.5.5
PyYAML==6.0.2 | PyYAML==6.0.3
pyzmq==24.0.1 | pyzmq==26.2.1
qtconsole==5.6.1 | qtconsole==5.7.0
> rapids-logger==0.1.1
ray==2.47.1 | ray==2.49.2
regex==2024.11.6 | regex==2025.9.18
requests==2.32.4 | requests==2.32.5
rfc3161-client==1.0.3 | rfc3161-client==1.0.5
> rfc3987-syntax==1.1.0
rich==14.0.0 | rich==14.1.0
rpds-py==0.25.1 | rpds-py==0.26.0
rtree==1.4.0 | rtree==1.4.1
ruff==0.12.0 | ruff==0.12.5
s3transfer==0.13.0 | s3transfer==0.14.0
scikit-learn-intelex==2025.6.1 | scikit-learn-intelex==2025.8.0
securesystemslib==1.3.0 | securesystemslib==1.3.1
sentry-sdk==2.31.0 | sentry-sdk==2.33.2
setproctitle==1.3.6 <
setuptools-scm==8.3.1 | setuptools-scm==9.2.0
shapely==2.1.1 | shapely==2.1.2
sigstore==3.6.4 | sigstore==4.0.0
sigstore-protobuf-specs==0.3.2 | sigstore-models==0.0.5
simsimd==6.4.9 | simsimd==6.5.0
smart-open==7.1.0 | smart_open==7.3.0.post1
> sqlalchemy-spanner==1.16.0
> sse-starlette==3.0.2
starlette==0.46.2 | starlette==0.47.2
statsmodels==0.14.4 | statsmodels==0.14.5
timm==1.0.15 | timm==1.0.19
torchmetrics==1.7.3 | torchmetrics==1.8.2
tornado==6.5.1 | tornado==6.5.2
transformers==4.52.4 | transformers==4.53.3
tweepy==4.15.0 | tweepy==4.16.0
types-python-dateutil==2.9.0.20250516 | typer-slim==0.19.2
> types-python-dateutil==2.9.0.20250822
typing_extensions==4.14.0 | typing_extensions==4.15.0
ujson==5.10.0 | ujson==5.11.0
umap-learn==0.5.7 | umap-learn==0.5.9.post2
urwid==3.0.2 | urwid==3.0.3
uvicorn==0.34.3 | uvicorn==0.35.0
wandb==0.20.1 | wandb==0.21.0
xarray==2025.3.1 | xarray==2025.7.1
xvfbwrapper==0.2.13 | xvfbwrapper==0.2.14
ydata-profiling==4.16.1 | ydata-profiling==4.17.0
yfinance==0.2.63 | yfinance==0.2.65...
v162 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v162
== Comparing pip list --format=freeze ==
absl-py==2.3.0 | absl-py==2.3.1
accelerate==1.8.1 | accelerate==1.10.1
> aiofiles==24.1.0
> aiohappyeyeballs==2.6.1
> aiohttp==3.12.15
> aiosignal==1.4.0
anyio==4.9.0 | anyio==4.11.0
anyioutils==0.7.3 <
argon2-cffi-bindings==21.2.0 | argon2-cffi-bindings==25.1.0
array_record==0.7.2 | array_record==0.8.1
astroid==3.3.10 | astroid==3.3.11
beautifulsoup4==4.13.4 | beautifulsoup4==4.13.5
> black==25.9.0
certifi==2025.6.15 | blinker==1.9.0
cffi==1.17.1 | bz2file==0.98
charset-normalizer==3.4.2 | cachetools==5.5.2
chex==0.1.89 | certifi==2025.8.3
click==8.2.1 | cffi==2.0.0
> charset-normalizer==3.4.3
> chex==0.1.91
> click==8.3.0
comm==0.2.2 | comm==0.2.3
contourpy==1.3.2 | contourpy==1.3.3
cramjam==2.11.0rc3 | cramjam==2.11.0
debugpy==1.8.14 | datasets==4.1.1
> debugpy==1.8.17
diffusers==0.34.0 | diffusers==0.35.1
distrax==0.1.5 | distrax==0.1.7
dm-haiku==0.0.15.dev0 | dm-haiku==0.0.16.dev0
docstring_parser==0.16 | docstring_parser==0.17.0
> dopamine-rl==3.0.1
etils==1.12.2 | etils==1.13.0
exceptiongroup==1.3.0 | executing==2.2.1
executing==2.2.0 | fastjsonschema==2.21.2
fastjsonschema==2.21.1 <
filelock==3.18.0 | filelock==3.19.1
flatbuffers==25.2.10 | Flask==3.1.2
flax==0.10.4 | flatbuffers==25.9.23
fonttools==4.58.4 | flax==0.12.0
> fonttools==4.60.0
fsspec==2025.5.1 | frozenlist==1.7.0
> fsspec==2025.9.0
> future==1.0.0
> gcsfs==2025.9.0
> gevent==25.9.1
> google-api-core==2.25.1
> google-api-python-client==2.183.0
> google-auth==2.40.3
> google-auth-httplib2==0.2.0
> google-auth-oauthlib==1.2.2
> google-cloud-core==2.4.3
> google-cloud-storage==3.4.0
> google-crc32c==1.7.1
> google-resumable-media==2.7.2
> google-tunix==0.0.2
grpcio==1.73.1 | grain==0.2.12
> greenlet==3.2.4
> grpcio==1.75.1
> gunicorn==23.0.0
gym-notices==0.0.8 | gym-notices==0.1.0
hf-xet==1.1.5 | hf-xet==1.1.10
huggingface-hub==0.33.2 | httplib2==0.31.0
humanize==4.12.3 | huggingface-hub==0.35.1
> humanize==4.13.0
ipykernel==7.0.0a1 | ipykernel==7.0.0a2
ipython==8.37.0 | ipython==9.5.0
> ipython_pygments_lexers==1.1.1
> ipywidgets==8.1.7
jax==0.4.34 | itsdangerous==2.2.0
jaxlib==0.4.34 | jax==0.7.2
> jaxlib==0.7.2
> jaxtyping==0.3.2
joblib==1.5.1 | joblib==1.5.2
json5==0.12.0 | json5==0.12.1
jsonschema==4.24.0 | jsonschema==4.25.1
jsonschema-specifications==2025.4.1 | jsonschema-specifications==2025.9.1
jupyter_server==2.16.0 | jupyter_server==2.17.0
kagglehub==0.3.12 | jupyterlab_widgets==3.0.15
keras==3.10.0 | kagglehub==0.3.13
> keras==3.11.3
keras-hub==0.21.1 | keras-hub==0.19.0
keras-nlp==0.21.1 | keras-nlp==0.19.0
kiwisolver==1.4.8 | kfac==0.2.0
> kiwisolver==1.4.10rc0
> lark==1.3.0
libtpu==2.18.0 | libtpu==0.0.17
libtpu-nightly==0.1.dev20241002+nightly | Markdown==3.9
Markdown==3.8.2 | markdown-it-py==4.0.0
markdown-it-py==3.0.0 <
matplotlib==3.10.3 | matplotlib==3.10.6
mistune==3.1.3 | mesh-tensorflow==0.1.21
ml-dtypes==0.4.1 | mistune==3.1.4
> ml_dtypes==0.5.3
> more-itertools==10.8.0
> multidict==6.6.4
> multiprocess==0.70.16
> mypy_extensions==1.1.0
networkx==3.4.2 | networkx==3.5
numpy==2.0.2 | numpy==2.3.3
nvidia-cublas-cu12==12.4.5.8 | nvidia-cublas-cu12==12.8.4.1
nvidia-cuda-cupti-cu12==12.4.127 | nvidia-cuda-cupti-cu12==12.8.90
nvidia-cuda-nvrtc-cu12==12.4.127 | nvidia-cuda-nvrtc-cu12==12.8.93
nvidia-cuda-runtime-cu12==12.4.127 | nvidia-cuda-runtime-cu12==12.8.90
nvidia-cudnn-cu12==9.1.0.70 | nvidia-cudnn-cu12==9.10.2.21
nvidia-cufft-cu12==11.2.1.3 | nvidia-cufft-cu12==11.3.3.83
nvidia-curand-cu12==10.3.5.147 | nvidia-cufile-cu12==1.13.1.3
nvidia-cusolver-cu12==11.6.1.9 | nvidia-curand-cu12==10.3.9.90
nvidia-cusparse-cu12==12.3.1.170 | nvidia-cusolver-cu12==11.7.3.90
nvidia-cusparselt-cu12==0.6.2 | nvidia-cusparse-cu12==12.5.8.93
nvidia-nccl-cu12==2.21.5 | nvidia-cusparselt-cu12==0.7.1
nvidia-nvjitlink-cu12==12.4.127 | nvidia-nccl-cu12==2.27.3
nvidia-nvtx-cu12==12.4.127 | nvidia-nvjitlink-cu12==12.8.93
> nvidia-nvtx-cu12==12.8.90
> oauth2client==4.1.3
> oauthlib==3.3.1
> omegaconf==2.4.0.dev3
optax==0.2.5 | optax==0.2.6
optree==0.16.0 | optree==0.17.0
orbax-checkpoint==0.11.5 | orbax-checkpoint==0.11.25
outcome==1.3.0.post0 <
overrides==7.7.0 <
pandas==2.3.0 | pandas==2.3.2
parso==0.8.4 | parso==0.8.5
> pathspec==0.12.1
pip==23.0.1 | pip==25.0.1
platformdirs==4.3.8 | platformdirs==4.4.0
prometheus_client==0.22.1 | prometheus_client==0.23.1
prompt_toolkit==3.0.51 | prompt_toolkit==3.0.52
protobuf==5.29.5 | propcache==0.3.2
psutil==7.0.0 | proto-plus==1.26.1
> protobuf==6.32.1
> psutil==7.1.0
pyarrow==20.0.0 | pyarrow==21.0.0
> pyasn1==0.6.1
> pyasn1_modules==0.4.2
pycparser==2.22 | pycparser==2.23
pydantic==2.11.7 | pydantic==2.12.0a1
pydantic_core==2.33.2 | pydantic_core==2.37.2
pylint==3.3.7 | pylint==3.3.8
pyparsing==3.2.3 | pyparsing==3.2.5
> pypng==0.20220715.0
python-json-logger==4.0.0.dev0 | python-json-logger==4.0.0rc1
python-lsp-server==1.12.2 | python-lsp-server==1.13.1
> pytokens==0.1.10
PyYAML==6.0.2 | PyYAML==6.0.3
pyzmq==26.4.0 | pyzmq==27.1.0
> qwix==0.1.0
regex==2024.11.6 | regex==2025.9.18
requests==2.32.4 | requests==2.32.5
> requests-oauthlib==2.0.0
rich==14.0.0 | rfc3987-syntax==1.1.0
rope==1.13.0 | rich==14.1.0
rpds-py==0.26.0 | rope==1.14.0
safetensors==0.6.0rc0 | rpds-py==0.27.1
scikit-learn==1.7.0 | rsa==4.9.1
scipy==1.15.3 | safetensors==0.6.2
> scikit-learn==1.7.2
> scipy==1.16.2
> sentencepiece==0.2.1
simplejson==3.20.1 | simplejson==3.20.2
simsimd==6.4.9 | simsimd==6.5.3
soupsieve==2.7 | soupsieve==2.8
stringzilla==3.12.5 | stringzilla==4.0.14
sympy==1.13.1 | sympy==1.14.0
tensorboard==2.18.0 | tensor2tensor==1.14.0
> tensorboard==2.20.0
tensorflow==2.18.1 | tensorboardX==2.6.4
> tensorflow==2.20.0
> tensorflow_cpu==2.20.0
> tensorflow-gan==2.1.0
tensorflow-metadata==0.5.0 | tensorflow-metadata==1.17.2
tensorflow-text==2.18.1 | tensorstore==0.1.77
tensorflow_tpu==2.18.0 <
tensorstore==0.1.74 <
tf_keras==2.18.0 | tf_keras==2.20.1
> tfp-nightly==0.26.0.dev20250926
timm==1.0.16 | timm==1.0.20
tokenizers==0.21.2 | tokenizers==0.22.1
tomli==2.2.1 <
torch==2.6.0 | torch==2.8.0
torch-xla==2.6.0+libtpu | torch_xla==2.8.0
torchaudio==2.6.0 | torchaudio==2.8.0
torchvision==0.21.0 | torchvision==0.23.0
tornado==6.5.1 | tornado==6.5.2
tpu-info==0.3.0 | tpu-info==0.5.1
transformers==4.53.0 | transformers==4.56.2
trax==1.4.1 | trax==1.2.4
treescope==0.1.9 | treescope==0.1.10
triton==3.2.0 | triton==3.4.0
types-python-dateutil==2.9.0.20250516 | types-python-dateutil==2.9.0.20250822
typing_extensions==4.14.0 | typing_extensions==4.15.0
ujson==5.10.0 | ujson==5.11.0
> uritemplate==4.2.0
wcwidth==0.2.13 | wadler_lindig==0.1.7
> wcwidth==0.2.14
wrapt==1.17.2 | widgetsnbextension==4.0.14
> wrapt==2.0.0rc2
> xxhash==3.5.0
> yarl==1.20.1
zmq-anyio==0.3.9 | zope.event==6.0
> zope.interface==8.0.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
Debian GNU/Linux 12 (bookworm) | Debian GNU/Linux 13 (trixie)
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
adduser==3.134 | adduser==3.152
alsa-topology-conf==1.2.5.1-2 | adwaita-icon-theme==48.1-1
alsa-ucm-conf==1.2.8-1 | alsa-topology-conf==1.2.5.1-3
apt==2.6.1 | alsa-ucm-conf==1.2.14-1
autoconf==2.71-3 | apt==3.0.3
automake==1:1.16.5-1.3 | at-spi2-common==2.56.2-1
autotools-dev==20220109.1 | at-spi2-core==2.56.2-1
base-files==12.4+deb12u11 | autoconf==2.72-3.1
base-passwd==3.6.1 | automake==1:1.17-4
bash==5.2.15-2+b8 | autotools-dev==20240727.1
binutils==2.40-2 | base-files==13.8+deb13u1
binutils-common:amd64==2.40-2 | base-pa...
v162 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v162
== Comparing pip list --format=freeze ==
accelerate==1.8.1 | absolufy-imports==0.3.1
> accelerate==1.9.0
aiohttp==3.12.13 | aiohttp==3.12.15
aiosignal==1.3.2 | aiosignal==1.4.0
ale-py==0.11.1 | ale-py==0.11.2
alembic==1.16.2 | alembic==1.16.5
anyio==4.9.0 | anyio==4.11.0
> anywidget==0.9.18
astropy-iers-data==0.2025.6.23.0.39.50 | astropy-iers-data==0.2025.7.21.0.41.39
> Authlib==1.6.4
bayesian-optimization==3.0.0 | bayesian-optimization==3.1.0
betterproto==2.0.0b6 | betterproto==2.0.0b7
bigframes==2.8.0 | bigframes==2.12.0
bigquery-magics==0.9.0 | bigquery-magics==0.10.1
> black==25.9.0
blosc2==3.5.0 | blosc2==3.6.1
boto3==1.39.1 | boto3==1.40.39
botocore==1.39.1 | botocore==1.40.39
> Brotli==1.1.0
certifi==2025.6.15 | certifi==2025.8.3
cffi==1.17.1 | cffi==2.0.0
charset-normalizer==3.4.2 | charset-normalizer==3.4.3
chex==0.1.89 | chex==0.1.90
click==8.2.1 | click==8.3.0
comm==0.2.2 | comm==0.2.3
cons==0.4.6 | cons==0.4.7
coverage==7.9.1 | coverage==7.10.7
cryptography==44.0.3 | cryptography==46.0.1
cuda-bindings==12.9.0 | cuda-bindings==12.9.2
cuda-python==12.9.0 | cuda-pathfinder==1.2.3
> cuda-python==12.9.2
cudf-polars-cu12==25.2.2 | cudf-polars-cu12==25.6.0
cupy-cuda12x==13.4.1 | cupy-cuda12x==13.6.0
curl_cffi==0.11.4 | curl_cffi==0.12.0
cvxpy==1.6.6 | cvxpy==1.6.7
daal==2025.6.1 | daal==2025.8.0
dataproc-spark-connect==0.7.5 | dataproc-spark-connect==0.8.3
datascience==0.17.6 | datasets==4.1.1
datasets==3.6.0 <
debugpy==1.8.0 | debugpy==1.8.15
deepdiff==8.5.0 | deepdiff==8.6.1
dill==0.3.8 | dill==0.4.0
dnspython==2.7.0 | dnspython==2.8.0
docstring_parser==0.16 | docstring_parser==0.17.0
duckdb==1.2.2 | duckdb==1.3.2
earthengine-api==1.5.21 | earthengine-api==1.5.24
email_validator==2.2.0 | email-validator==2.3.0
emoji==2.14.1 | emoji==2.15.0
etils==1.12.2 | etils==1.13.0
etuples==0.3.9 | etuples==0.3.10
fastai==2.7.19 | fastai==2.8.4
fastapi==0.115.13 | fastapi==0.116.1
fastcore==1.7.29 | fastcore==1.8.11
> fasttransform==0.0.2
ffmpy==0.6.0 | ffmpy==0.6.1
filelock==3.18.0 | filelock==3.19.1
> filetype==1.2.0
folium==0.19.7 | folium==0.20.0
fonttools==4.58.4 | fonttools==4.59.0
fsspec==2025.5.1 | fsspec==2025.9.0
gcsfs==2025.3.2 | gcsfs==2025.3.0
ghapi==1.0.6 | ghapi==1.0.8
GitPython==3.1.44 | GitPython==3.1.45
> google-adk==1.14.1
google-api-python-client==2.173.0 | google-api-python-client==2.177.0
google-cloud-aiplatform==1.99.0 | google-cloud-aiplatform==1.105.0
> google-cloud-appengine-logging==1.6.2
> google-cloud-audit-log==0.3.2
> google-cloud-bigtable==2.32.0
google-cloud-dataproc==5.20.0 | google-cloud-dataproc==5.21.0
> google-cloud-logging==3.12.1
google-cloud-spanner==3.55.0 | google-cloud-secret-manager==2.24.0
> google-cloud-spanner==3.56.0
> google-cloud-speech==2.33.0
> google-cloud-trace==1.16.2
google-genai==1.21.1 | google-genai==1.27.0
gradio==5.31.0 | gradio==5.38.1
gradio_client==1.10.1 | gradio_client==1.11.0
grpcio==1.73.1 | grpcio==1.75.1
h2==4.2.0 | h2==4.3.0
h5netcdf==1.6.1 | h5netcdf==1.6.3
hf-xet==1.1.5 | hf-xet==1.1.10
holidays==0.75 | holidays==0.77
holoviews==1.20.2 | holoviews==1.21.0
htmlmin==0.1.12 <
huggingface-hub==0.33.1 | httpx-sse==0.4.1
> huggingface-hub==1.0.0rc2
> ipython_pygments_lexers==1.1.1
joblib==1.5.1 | joblib==1.5.2
json5==0.12.0 | json5==0.12.1
jsonschema==4.24.0 | jsonschema==4.25.0
kaggle-environments==1.17.6 | kaggle-environments==1.18.0
kagglehub==0.3.12 | kagglehub==0.3.13
langchain==0.3.26 | langchain==0.3.27
langchain-core==0.3.66 | langchain-core==0.3.72
langchain-text-splitters==0.3.8 | langchain-text-splitters==0.3.9
langsmith==0.4.1 | langsmith==0.4.8
> lark==1.3.0
libcugraph-cu12==25.2.0 | libcugraph-cu12==25.6.0
> librmm-cu12==25.6.0
lightgbm==4.5.0 | lightgbm==4.6.0
lightning-utilities==0.14.3 | lightning-utilities==0.15.2
line_profiler==4.2.0 | line_profiler==5.0.0
markdown-it-py==3.0.0 | markdown-it-py==4.0.0
> mcp==1.15.0
miniKanren==1.0.3 | minify_html==0.16.4
> miniKanren==1.0.5
mne==1.9.0 | mne==1.10.1
mpld3==0.5.10 | mpld3==0.5.11
multidict==6.6.3 | multidict==6.6.4
multitasking==0.0.11 | multitasking==0.0.12
narwhals==1.44.0 | narwhals==1.48.1
nbdev==2.3.36 | nbdev==2.4.5
ninja==1.11.1.4 | ninja==1.13.0
nvtx==0.2.12 | nvtx==0.2.13
nx-cugraph-cu12==25.2.0 | nx-cugraph-cu12==25.6.0
open_spiel==1.6 | open_spiel==1.6.1
openai==1.91.0 | openai==1.97.1
opencv-contrib-python==4.11.0.86 | opencv-contrib-python==4.12.0.88
opencv-python==4.11.0.86 | opencv-python==4.12.0.88
opencv-python-headless==4.11.0.86 | opencv-python-headless==4.12.0.88
> opentelemetry-api==1.37.0
> opentelemetry-exporter-gcp-trace==1.9.0
> opentelemetry-resourcedetector-gcp==1.9.0a0
> opentelemetry-sdk==1.37.0
> opentelemetry-semantic-conventions==0.58b0
optuna==4.4.0 | optuna==4.5.0
orbax-checkpoint==0.11.16 | orbax-checkpoint==0.11.19
orderly-set==5.4.1 | orderly-set==5.5.0
orjson==3.10.18 | orjson==3.11.0
pandas-gbq==0.29.1 | pandas-gbq==0.29.2
panel==1.7.1 | panel==1.7.5
path==17.1.0 | path==17.1.1
pathlib==1.0.1 | pathos==0.3.2
pathos==0.3.1 | pathspec==0.12.1
peewee==3.18.1 | peewee==3.18.2
peft==0.15.2 | peft==0.16.0
phik==0.12.4 | phik==0.12.5
pillow==11.2.1 | pillow==11.3.0
platformdirs==4.3.8 | platformdirs==4.4.0
polars==1.21.0 | polars==1.25.0
psutil==7.0.0 | psutil==7.1.0
> psygnal==0.14.0
pudb==2025.1 | pudb==2025.1.1
puremagic==1.29 | puremagic==1.30
pyaml==25.5.0 | pyaml==25.7.0
pybind11==2.13.6 | pybind11==3.0.1
pycparser==2.22 | pycparser==2.23
pycuda==2025.1.1 | pycuda==2025.1.2
pydantic==2.11.7 | pydantic==2.12.0a1
pydantic_core==2.33.2 | pydantic_core==2.37.2
> pydantic-settings==2.11.0
pygltflib==1.16.4 | pygltflib==1.16.5
pylibcugraph-cu12==25.2.0 | pylibcugraph-cu12==25.6.0
pymc==5.23.0 | pymc==5.25.1
pymongo==4.13.2 | pymongo==4.15.1
pymystem3==0.2.0 <
pyOpenSSL==25.1.0 | pyOpenSSL==25.3.0
pypdf==5.7.0 | pypdf==6.1.0
pytensor==2.31.4 | pytensor==2.31.7
pytest==8.3.5 | pytest==8.4.1
> python-dotenv==1.1.1
python-lsp-server==1.12.2 | python-lsp-server==1.13.1
pytools==2025.1.7 | pytokens==0.1.10
> pytools==2025.2.4
pytorch-lightning==2.5.2 | pytorch-lightning==2.5.5
PyYAML==6.0.2 | PyYAML==6.0.3
pyzmq==24.0.1 | pyzmq==26.2.1
qtconsole==5.6.1 | qtconsole==5.7.0
> rapids-logger==0.1.1
ray==2.47.1 | ray==2.49.2
regex==2024.11.6 | regex==2025.9.18
requests==2.32.4 | requests==2.32.5
rfc3161-client==1.0.3 | rfc3161-client==1.0.5
> rfc3987-syntax==1.1.0
rich==14.0.0 | rich==14.1.0
rpds-py==0.25.1 | rpds-py==0.26.0
rtree==1.4.0 | rtree==1.4.1
ruff==0.12.0 | ruff==0.12.5
s3transfer==0.13.0 | s3transfer==0.14.0
scikit-learn-intelex==2025.6.1 | scikit-learn-intelex==2025.8.0
securesystemslib==1.3.0 | securesystemslib==1.3.1
sentry-sdk==2.31.0 | sentry-sdk==2.33.2
setproctitle==1.3.6 <
setuptools-scm==8.3.1 | setuptools-scm==9.2.0
shapely==2.1.1 | shapely==2.1.2
sigstore==3.6.4 | sigstore==4.0.0
sigstore-protobuf-specs==0.3.2 | sigstore-models==0.0.5
simsimd==6.4.9 | simsimd==6.5.0
siphash24==1.7 | siphash24==1.8
smart-open==7.1.0 | smart_open==7.3.0.post1
> sqlalchemy-spanner==1.16.0
> sse-starlette==3.0.2
starlette==0.46.2 | starlette==0.47.2
statsmodels==0.14.4 | statsmodels==0.14.5
timm==1.0.15 | timm==1.0.19
torchmetrics==1.7.3 | torchmetrics==1.8.2
tornado==6.5.1 | tornado==6.5.2
transformers==4.52.4 | transformers==4.53.3
tweepy==4.15.0 | tweepy==4.16.0
types-python-dateutil==2.9.0.20250516 | typer-slim==0.19.2
> types-python-dateutil==2.9.0.20250822
typing_extensions==4.14.0 | typing_extensions==4.15.0
ujson==5.10.0 | ujson==5.11.0
umap-learn==0.5.7 | umap-learn==0.5.9.post2
urwid==3.0.2 | urwid==3.0.3
uvicorn==0.34.3 | uvicorn==0.35.0
wandb==0.20.1 | wandb==0.21.0
xarray==2025.3.1 | xarray==2025.7.1
xvfbwrapper==0...
v161 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v161
== Comparing pip list --format=freeze ==
absl-py==2.2.2 | absl-py==2.3.0
accelerate==1.6.0 | accelerate==1.8.1
albumentations==2.0.6 | albumentations==2.0.8
argon2-cffi==23.1.0 | argon2-cffi==25.1.0
astroid==3.3.9 | astroid==3.3.10
certifi==2025.4.26 | certifi==2025.6.15
click==8.1.8 | click==8.2.1
cramjam==2.11.0rc2 | cramjam==2.11.0rc3
diffusers==0.33.1 | diffusers==0.34.0
exceptiongroup==1.2.2 | exceptiongroup==1.3.0
fonttools==4.57.0 | fonttools==4.58.4
fsspec==2025.3.2 | fsspec==2025.5.1
grpcio==1.72.0rc1 | grpcio==1.73.1
h5py==3.13.0 | h5py==3.14.0
hf-xet==1.1.0 | hf-xet==1.1.5
huggingface-hub==0.31.1 | huggingface-hub==0.33.2
ipython==8.36.0 | ipython==8.37.0
joblib==1.5.0 | joblib==1.5.1
jsonschema==4.23.0 | jsonschema==4.24.0
jupyter_core==5.7.2 | jupyter_core==5.8.1
jupyter_server==2.15.0 | jupyter_server==2.16.0
keras==3.9.2 | keras==3.10.0
keras-hub==0.20.0 | keras-hub==0.21.1
keras-nlp==0.20.0 | keras-nlp==0.21.1
Markdown==3.8 | Markdown==3.8.2
matplotlib==3.10.1 | matplotlib==3.10.3
msgpack==1.1.0 | msgpack==1.1.1
namex==0.0.9 | namex==0.1.0
optax==0.2.4 | optax==0.2.5
optree==0.15.0 | optree==0.16.0
pandas==2.2.3 | pandas==2.3.0
pillow==11.2.1 | pillow==11.3.0
pluggy==1.5.0 | pluggy==1.6.0
prometheus_client==0.21.1 | prometheus_client==0.22.1
protobuf==5.29.4 | protobuf==5.29.5
pydantic==2.11.4 | pydantic==2.11.7
Pygments==2.19.1 | Pygments==2.19.2
requests==2.32.3 | requests==2.32.4
rpds-py==0.24.0 | rpds-py==0.26.0
safetensors==0.5.3 | safetensors==0.6.0rc0
scikit-learn==1.6.1 | scikit-learn==1.7.0
scipy==1.15.2 | scipy==1.15.3
setuptools==80.3.1 | setuptools==80.9.0
simsimd==6.2.1 | simsimd==6.4.9
snowballstemmer==2.2.0 | snowballstemmer==3.0.1
tensorflow-datasets==4.9.8 | tensorflow-datasets==4.9.9
timm==1.0.15 | timm==1.0.16
tokenizers==0.21.1 | tokenizers==0.21.2
tomlkit==0.13.2 | tomlkit==0.13.3
tornado==6.5b1 | tornado==6.5.1
tpu-info==0.2.2 | tpu-info==0.3.0
transformers==4.51.3 | transformers==4.53.0
types-python-dateutil==2.9.0.20241206 | types-python-dateutil==2.9.0.20250516
typing_extensions==4.13.2 | typing_extensions==4.14.0
typing-inspection==0.4.0 | typing-inspection==0.4.1
urllib3==2.4.0 | urllib3==2.5.0
zipp==3.21.0 | zipp==3.23.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==12.4+deb12u10 | base-files==12.4+deb12u11
bash==5.2.15-2+b7 | bash==5.2.15-2+b8
ca-certificates==20230311 | ca-certificates==20230311+deb12u1
cpp-12==12.2.0-14 | cpp-12==12.2.0-14+deb12u1
debian-archive-keyring==2023.3+deb12u1 | debian-archive-keyring==2023.3+deb12u2
g++-12==12.2.0-14 | g++-12==12.2.0-14+deb12u1
gcc-12==12.2.0-14 | gcc-12==12.2.0-14+deb12u1
gcc-12-base:amd64==12.2.0-14 | gcc-12-base:amd64==12.2.0-14+deb12u1
gir1.2-gdkpixbuf-2.0:amd64==2.42.10+dfsg-1+deb12u1 | gir1.2-gdkpixbuf-2.0:amd64==2.42.10+dfsg-1+deb12u2
icu-devtools==72.1-3 | icu-devtools==72.1-3+deb12u1
imagemagick==8:6.9.11.60+dfsg-1.6+deb12u2 | imagemagick==8:6.9.11.60+dfsg-1.6+deb12u3
imagemagick-6-common==8:6.9.11.60+dfsg-1.6+deb12u2 | imagemagick-6-common==8:6.9.11.60+dfsg-1.6+deb12u3
imagemagick-6.q16==8:6.9.11.60+dfsg-1.6+deb12u2 | imagemagick-6.q16==8:6.9.11.60+dfsg-1.6+deb12u3
krb5-multidev:amd64==1.20.1-2+deb12u2 | krb5-multidev:amd64==1.20.1-2+deb12u3
libasan8:amd64==12.2.0-14 | libasan8:amd64==12.2.0-14+deb12u1
libatomic1:amd64==12.2.0-14 | libatomic1:amd64==12.2.0-14+deb12u1
libcap2:amd64==1:2.66-4 | libcap2:amd64==1:2.66-4+deb12u1
libcc1-0:amd64==12.2.0-14 | libcc1-0:amd64==12.2.0-14+deb12u1
libgcc-12-dev:amd64==12.2.0-14 | libgcc-12-dev:amd64==12.2.0-14+deb12u1
libgcc-s1:amd64==12.2.0-14 | libgcc-s1:amd64==12.2.0-14+deb12u1
libgdk-pixbuf-2.0-0:amd64==2.42.10+dfsg-1+deb12u1 | libgdk-pixbuf-2.0-0:amd64==2.42.10+dfsg-1+deb12u2
libgdk-pixbuf-2.0-dev:amd64==2.42.10+dfsg-1+deb12u1 | libgdk-pixbuf-2.0-dev:amd64==2.42.10+dfsg-1+deb12u2
libgdk-pixbuf2.0-bin==2.42.10+dfsg-1+deb12u1 | libgdk-pixbuf2.0-bin==2.42.10+dfsg-1+deb12u2
libgdk-pixbuf2.0-common==2.42.10+dfsg-1+deb12u1 | libgdk-pixbuf2.0-common==2.42.10+dfsg-1+deb12u2
libgfortran5:amd64==12.2.0-14 | libgfortran5:amd64==12.2.0-14+deb12u1
libglib2.0-0:amd64==2.74.6-2+deb12u5 | libglib2.0-0:amd64==2.74.6-2+deb12u6
libglib2.0-bin==2.74.6-2+deb12u5 | libglib2.0-bin==2.74.6-2+deb12u6
libglib2.0-data==2.74.6-2+deb12u5 | libglib2.0-data==2.74.6-2+deb12u6
libglib2.0-dev:amd64==2.74.6-2+deb12u5 | libglib2.0-dev:amd64==2.74.6-2+deb12u6
libglib2.0-dev-bin==2.74.6-2+deb12u5 | libglib2.0-dev-bin==2.74.6-2+deb12u6
libgomp1:amd64==12.2.0-14 | libgomp1:amd64==12.2.0-14+deb12u1
libgssapi-krb5-2:amd64==1.20.1-2+deb12u2 | libgssapi-krb5-2:amd64==1.20.1-2+deb12u3
libgssrpc4:amd64==1.20.1-2+deb12u2 | libgssrpc4:amd64==1.20.1-2+deb12u3
libicu-dev:amd64==72.1-3 | libicu-dev:amd64==72.1-3+deb12u1
libicu72:amd64==72.1-3 | libicu72:amd64==72.1-3+deb12u1
libitm1:amd64==12.2.0-14 | libitm1:amd64==12.2.0-14+deb12u1
libk5crypto3:amd64==1.20.1-2+deb12u2 | libk5crypto3:amd64==1.20.1-2+deb12u3
libkadm5clnt-mit12:amd64==1.20.1-2+deb12u2 | libkadm5clnt-mit12:amd64==1.20.1-2+deb12u3
libkadm5srv-mit12:amd64==1.20.1-2+deb12u2 | libkadm5srv-mit12:amd64==1.20.1-2+deb12u3
libkdb5-10:amd64==1.20.1-2+deb12u2 | libkdb5-10:amd64==1.20.1-2+deb12u3
libkrb5-3:amd64==1.20.1-2+deb12u2 | libkrb5-3:amd64==1.20.1-2+deb12u3
libkrb5-dev:amd64==1.20.1-2+deb12u2 | libkrb5-dev:amd64==1.20.1-2+deb12u3
libkrb5support0:amd64==1.20.1-2+deb12u2 | libkrb5support0:amd64==1.20.1-2+deb12u3
liblsan0:amd64==12.2.0-14 | liblsan0:amd64==12.2.0-14+deb12u1
libmagickcore-6-arch-config:amd64==8:6.9.11.60+dfsg-1.6+deb12 | 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+deb12u2 | libmagickcore-6-headers==8:6.9.11.60+dfsg-1.6+deb12u3
libmagickcore-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6+deb12u2 | libmagickcore-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6+deb12u3
libmagickcore-6.q16-6-extra:amd64==8:6.9.11.60+dfsg-1.6+deb12 | 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+deb12u2 | libmagickcore-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6+deb12u3
libmagickcore-dev==8:6.9.11.60+dfsg-1.6+deb12u2 | libmagickcore-dev==8:6.9.11.60+dfsg-1.6+deb12u3
libmagickwand-6-headers==8:6.9.11.60+dfsg-1.6+deb12u2 | libmagickwand-6-headers==8:6.9.11.60+dfsg-1.6+deb12u3
libmagickwand-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6+deb12u2 | libmagickwand-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6+deb12u3
libmagickwand-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6+deb12u2 | libmagickwand-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6+deb12u3
libmagickwand-dev==8:6.9.11.60+dfsg-1.6+deb12u2 | libmagickwand-dev==8:6.9.11.60+dfsg-1.6+deb12u3
libpq-dev==15.12-0+deb12u2 | libpq-dev==15.13-0+deb12u1
libpq5:amd64==15.12-0+deb12u2 | libpq5:amd64==15.13-0+deb12u1
libpython3.11-minimal:amd64==3.11.2-6+deb12u5 | libpython3.11-minimal:amd64==3.11.2-6+deb12u6
libpython3.11-stdlib:amd64==3.11.2-6+deb12u5 | libpython3.11-stdlib:amd64==3.11.2-6+deb12u6
libquadmath0:amd64==12.2.0-14 | libquadmath0:amd64==12.2.0-14+deb12u1
libssl-dev:amd64==3.0.15-1~deb12u1 | libssl-dev:amd64==3.0.16-1~deb12u1
libssl3:amd64==3.0.15-1~deb12u1 | libssl3:amd64==3.0.16-1~deb12u1
libstdc++-12-dev:amd64==12.2.0-14 | libstdc++-12-dev:amd64==12.2.0-14+deb12u1
libstdc++6:amd64==12.2.0-14 | libstdc++6:amd64==12.2.0-14+deb12u1
libsystemd0:amd64==252.36-1~deb12u1 | libsystemd0:amd64==252.38-1~deb12u1
libtsan2:amd64==12.2.0-14 | libtsan2:amd64==12.2.0-14+deb12u1
libubsan1:amd64==12.2.0-14 | libubsan1:amd64==12.2.0-14+deb12u1
libudev1:amd64==252.36-1~deb12u1 | libudev1:amd64==252.38-1~deb12u1
libvpx7:amd64==1.12.0-1+deb12u3 | libvpx7:amd64==1.12.0-1+deb12u4
libxml2:amd64==2.9.14+dfsg-1.3~deb12u1 | libxml2:amd64==2.9.14+dfsg-1.3~deb12u2
libxml2-dev:amd64==2.9.14+dfsg-1.3~deb12u1 | libxml2-dev:amd64==2.9.14+dfsg-1.3~deb12u2
linux-libc-dev:amd64==6.1.135-1 | linux-libc-dev:amd64==6.1.140-1
login==1:4.13+dfsg1-1+b1 | login==1:4.13+dfsg1-1+deb12u1
openssh-client==1:9.2p1-2+deb12u5 | openssh-client==1:9.2p1-2+deb12u6
openssl==3.0.15-1~deb12u1 | openssl==3.0.16-1~deb12u1
passwd==1:4.13+dfsg1-1+b1 | passwd==1:4.13+dfsg1-1+deb12u1
python3.11==3.11.2-6+deb12u5 | python3.11==3.11.2-6+deb12u6
python3.11-minimal==3.11.2-6+deb12u5 | python3.11-minimal==3.11.2-6+deb12u6
== Comparing printenv | sort ==
BUILD_DATE=20250508-122510 | BUILD_DATE=20250702-123244
GIT_COMMIT=8a20862e6c11454ecb8f328fb4a78f6b11a2b41c | GIT_COMMIT=0eb38ee5b80e4003101469c19d6da1f4353d5960
HOSTNAME=f4c2bbfc504f | HOSTNAME=32125bc16b77
PYTHON_SHA256=4c68050f049d1b4ac5aadd0df5f27941c0350d2a9e7ab09 | PYTHON_SHA256=ae665bc678abd9ab6a6e1573d248162...
v161 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v161
== Comparing pip list --format=freeze ==
accelerate==1.5.2 | accelerate==1.8.1
aiohttp==3.11.18 | aiohttp==3.12.13
albucore==0.0.23 | albucore==0.0.24
albumentations==2.0.5 | albumentations==2.0.8
ale-py==0.10.2 | ale-py==0.11.1
alembic==1.15.2 | alembic==1.16.2
argon2-cffi==23.1.0 | argon2-cffi==25.1.0
array_record==0.7.1 | array_record==0.7.2
astropy==7.0.1 | astropy==7.1.0
astropy-iers-data==0.2025.3.31.0.36.18 | astropy-iers-data==0.2025.6.23.0.39.50
autograd==1.7.0 | autograd==1.8.0
bayesian-optimization==2.0.3 | backports.tarfile==1.2.0
beartype==0.20.2 | bayesian-optimization==3.0.0
beautifulsoup4==4.13.3 | beartype==0.21.0
> beautifulsoup4==4.13.4
bigframes==1.42.0 | bigframes==2.8.0
blis==1.2.1 | blis==1.3.0
blosc2==3.2.1 | blosc2==3.5.0
bokeh==3.6.3 | bokeh==3.7.3
boto3==1.38.11 | boto3==1.39.1
botocore==1.38.11 | botocore==1.39.1
bqplot==0.12.44 | bqplot==0.12.45
CacheControl==0.14.2 | build==1.2.2.post1
> CacheControl==0.14.3
certifi==2025.4.26 | certifi==2025.6.15
clarabel==0.10.0 | clarabel==0.11.1
click==8.1.8 | click==8.2.1
click-plugins==1.1.1 | click-plugins==1.1.1.2
cloudpathlib==0.21.0 | cloudpathlib==0.21.1
contourpy==1.3.1 | contourpy==1.3.2
coverage==7.8.0 | coverage==7.9.1
cramjam==2.9.1 | cramjam==2.10.0
> curl_cffi==0.11.4
cvxpy==1.6.4 | cvxpy==1.6.6
daal==2025.5.0 | daal==2025.6.1
> dataproc-spark-connect==0.7.5
db-dtypes==1.4.2 | db-dtypes==1.4.3
deepdiff==8.4.2 | deepdiff==8.5.0
diffusers==0.32.2 | diffusers==0.34.0
docker-pycreds==0.4.0 <
duckdb==1.2.1 | duckdb==1.2.2
earthengine-api==1.5.9 | earthengine-api==1.5.21
eerepr==0.1.1 | eerepr==0.1.2
> fastapi==0.115.13
> ffmpy==0.6.0
firebase-admin==6.7.0 | firebase-admin==6.9.0
Flask==3.1.0 | Flask==3.1.1
flax==0.10.5 | flax==0.10.6
folium==0.19.5 | folium==0.19.7
fonttools==4.57.0 | fonttools==4.58.4
frozenlist==1.6.0 | frozenlist==1.7.0
fsspec==2025.3.2 | fsspec==2025.5.1
GDAL==3.6.4 | GDAL==3.8.4
google-api-python-client==2.164.0 | google-api-python-client==2.173.0
google-auth==2.40.1 | google-auth==2.40.3
google-auth-oauthlib==1.2.1 | google-auth-oauthlib==1.2.2
google-cloud-aiplatform==1.87.0 | google-cloud-aiplatform==1.99.0
google-cloud-bigquery-connection==1.18.2 | google-cloud-bigquery-connection==1.18.3
google-cloud-bigtable==2.30.0 <
google-cloud-dataproc==5.18.1 | google-cloud-dataproc==5.20.0
google-cloud-datastore==2.20.2 | google-cloud-datastore==2.21.0
google-cloud-firestore==2.20.1 | google-cloud-firestore==2.21.0
google-cloud-functions==1.20.2 | google-cloud-functions==1.20.4
google-cloud-iam==2.18.3 | google-cloud-iam==2.19.1
google-cloud-language==2.17.1 | google-cloud-language==2.17.2
google-cloud-pubsub==2.29.0 <
google-cloud-spanner==3.53.0 | google-cloud-spanner==3.55.0
google-cloud-videointelligence==2.16.1 | google-cloud-videointelligence==2.16.2
google-cloud-vision==3.10.1 | google-cloud-vision==3.10.2
google-genai==1.9.0 | google-genai==1.21.1
google-generativeai==0.8.4 | google-generativeai==0.8.5
google-spark-connect==0.5.2 <
graphviz==0.20.3 | gradio==5.31.0
greenlet==3.1.1 | gradio_client==1.10.1
> graphviz==0.21
> greenlet==3.2.3
> groovy==0.1.2
grpcio==1.72.0rc1 | grpcio==1.73.1
gspread==6.2.0 | gspread==6.2.1
h11==0.14.0 | h11==0.16.0
h5py==3.13.0 | h5py==3.14.0
hep_ml==0.7.3 | hep_ml==0.8.0
hf-xet==1.1.0 | hf-xet==1.1.5
highspy==1.9.0 | highspy==1.11.0
holidays==0.69 | holidays==0.75
httpcore==1.0.7 | httpcore==1.0.9
huggingface-hub==0.31.1 | huggingface-hub==0.33.1
humanize==4.12.2 | humanize==4.12.3
igraph==0.11.8 | igraph==0.11.9
ipyleaflet==0.19.2 | ipyleaflet==0.20.0
> jaraco.classes==3.4.0
> jaraco.context==6.0.1
> jaraco.functools==4.2.1
jeepney==0.7.1 | jeepney==0.9.0
jellyfish==1.1.0 <
jiter==0.9.0 | jiter==0.10.0
joblib==1.5.0 | joblib==1.5.1
jsonpickle==4.0.5 | jsonpickle==4.1.1
jsonschema==4.23.0 | jsonschema==4.24.0
jsonschema-specifications==2024.10.1 | jsonschema-specifications==2025.4.1
jupyter_core==5.7.2 | jupyter_core==5.8.1
jupyter-leaflet==0.19.2 | jupyter_kernel_gateway==2.5.2
> jupyter-leaflet==0.20.0
jupyterlab_widgets==3.0.13 | jupyterlab_widgets==3.0.15
kaggle==1.7.4.2 | jupytext==1.17.2
kaggle-environments==1.16.11 | kaggle==1.7.4.5
> kaggle-environments==1.17.6
keyring==23.5.0 | keyring==25.6.0
> keyrings.google-artifactregistry-auth==1.1.2
langchain==0.3.22 | langchain==0.3.26
langchain-core==0.3.50 | langchain-core==0.3.66
langchain-text-splitters==0.3.7 | langchain-text-splitters==0.3.8
langsmith==0.3.23 | langsmith==0.4.1
lightgbm==4.6.0 | lightgbm==4.5.0
lxml==5.3.1 | lxml==5.4.0
Markdown==3.7 | Markdown==3.8.2
mizani==0.13.2 | mizani==0.13.5
mkl==2025.1.0 | mkl==2025.2.0
> ml_collections==1.1.0
more-itertools==10.6.0 | more-itertools==10.7.0
msgpack==1.1.0 | msgpack==1.1.1
multidict==6.4.3 | multidict==6.6.3
murmurhash==1.0.12 | murmurhash==1.0.13
namex==0.0.8 | namex==0.1.0
narwhals==1.33.0 | narwhals==1.44.0
nbclassic==1.2.0 | nbclassic==1.3.1
ndindex==1.9.2 | ndindex==1.10.0
networkx==3.4.2 | networkx==3.5
numexpr==2.10.2 | numexpr==2.11.0
nvidia-cublas-cu12==12.9.0.13 | nvidia-cublas-cu12==12.5.3.2
nvidia-cuda-cupti-cu12==12.4.127 | nvidia-cuda-cupti-cu12==12.5.82
nvidia-cuda-nvrtc-cu12==12.4.127 | nvidia-cuda-nvrtc-cu12==12.5.82
nvidia-cuda-runtime-cu12==12.4.127 | nvidia-cuda-runtime-cu12==12.5.82
nvidia-cufft-cu12==11.4.0.6 | nvidia-cufft-cu12==11.2.3.61
nvidia-curand-cu12==10.3.10.19 | nvidia-curand-cu12==10.3.6.82
nvidia-cusolver-cu12==11.7.4.40 | nvidia-cusolver-cu12==11.6.3.83
nvidia-cusparse-cu12==12.5.9.5 | nvidia-cusparse-cu12==12.5.1.3
nvidia-nvjitlink-cu12==12.9.41 | nvidia-nvjitlink-cu12==12.5.82
nvtx==0.2.11 | nvtx==0.2.12
oauthlib==3.2.2 | oauthlib==3.3.1
onnx==1.17.0 | onnx==1.18.0
openai==1.70.0 | open_spiel==1.6
> openai==1.91.0
opentelemetry-api==1.31.1 <
opentelemetry-sdk==1.31.1 <
opentelemetry-semantic-conventions==0.52b1 <
optax==0.2.4 | optax==0.2.5
optree==0.14.1 | optree==0.16.0
optuna==4.3.0 | optuna==4.4.0
orbax-checkpoint==0.11.10 | orbax-checkpoint==0.11.16
orjson==3.10.16 | orjson==3.10.18
osqp==1.0.3 | osqp==1.0.4
pandas-gbq==0.28.0 | pandas-gbq==0.29.1
panel==1.6.2 | panel==1.7.1
param==2.2.0 | param==2.2.1
pathos==0.3.2 | pathos==0.3.1
peewee==3.17.9 | peewee==3.18.1
peft==0.14.0 | peft==0.15.2
pillow==11.1.0 | pillow==11.2.1
pluggy==1.5.0 | pluggy==1.6.0
preshed==3.0.9 | preshed==3.0.10
proglog==0.1.11 | proglog==0.1.12
prometheus_client==0.21.1 | prometheus_client==0.22.1
prompt_toolkit==3.0.50 | prompt_toolkit==3.0.51
propcache==0.3.1 | propcache==0.3.2
prophet==1.1.6 | prophet==1.1.7
pyaml==25.1.0 | pyaml==25.5.0
pycairo==1.27.0 | pycairo==1.28.0
pycocotools==2.0.8 | pycocotools==2.0.10
pycryptodome==3.22.0 | pycryptodome==3.23.0
pycryptodomex==3.22.0 | pycryptodomex==3.23.0
pycuda==2025.1 | pycuda==2025.1.1
pydantic==2.11.4 | pydantic==2.11.7
pygit2==1.17.0 | pygit2==1.18.0
Pygments==2.19.1 | Pygments==2.19.2
pymc==5.21.2 | pymc==5.23.0
pymongo==4.12.1 | pymongo==4.13.2
pyogrio==0.10.0 | pyogrio==0.11.0
Pyomo==6.8.2 | pyomo==6.9.2
pyOpenSSL==25.0.0 | pyOpenSSL==25.1.0
pypdf==5.4.0 | pypdf==5.7.0
> pyproject_hooks==1.2.0
pyspark==3.5.5 | pyspark==3.5.1
pytensor==2.30.2 | pytensor==2.31.4
> python-multipart==0.0.20
pytools==2025.1.3 | pytools==2025.1.7
pytorch-lightning==2.5.1.post0 | pytorch-lightning==2.5.2
pyviz_comms==3.0.4 | pyviz_comms==3.0.6
ray==2.46.0 | ray==2.47.1
requests==2.32.3 | requests==2.32.4
rfc3161-client==1.0.1 | rfc3161-client==1.0.3
rpds-py==0.24.0 | rpds-py==0.25.1
> ruff==0.12.0
s3transfer==0.12.0 | s3transfer==0.13.0
> safehttpx==0.1.6
scikit-learn-intelex==2025.5.0 | scikit-learn-intelex==2025.6.1
scipy==1.15.2 | scipy==1.15.3
scooby==0.10.0 | scooby==0.10.1
SecretStorage==3.3.1 | SecretStorage==3.3.3
> semantic-version==2.10.0
sentence-transformers==3.4.1 | sentence-transformers==4.1.0
sentry-sdk==2.25.1 ...
v161 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v161
== Comparing pip list --format=freeze ==
accelerate==1.5.2 | accelerate==1.8.1
aiohttp==3.11.18 | aiohttp==3.12.13
albucore==0.0.23 | albucore==0.0.24
albumentations==2.0.5 | albumentations==2.0.8
ale-py==0.10.2 | ale-py==0.11.1
alembic==1.15.2 | alembic==1.16.2
argon2-cffi==23.1.0 | argon2-cffi==25.1.0
array_record==0.7.1 | array_record==0.7.2
astropy==7.0.1 | astropy==7.1.0
astropy-iers-data==0.2025.3.31.0.36.18 | astropy-iers-data==0.2025.6.23.0.39.50
autograd==1.7.0 | autograd==1.8.0
bayesian-optimization==2.0.3 | backports.tarfile==1.2.0
beartype==0.20.2 | bayesian-optimization==3.0.0
beautifulsoup4==4.13.3 | beartype==0.21.0
> beautifulsoup4==4.13.4
bigframes==1.42.0 | bigframes==2.8.0
blis==1.2.1 | blis==1.3.0
blosc2==3.2.1 | blosc2==3.5.0
bokeh==3.6.3 | bokeh==3.7.3
boto3==1.38.11 | boto3==1.39.1
botocore==1.38.11 | botocore==1.39.1
bqplot==0.12.44 | bqplot==0.12.45
CacheControl==0.14.2 | build==1.2.2.post1
> CacheControl==0.14.3
certifi==2025.4.26 | certifi==2025.6.15
clarabel==0.10.0 | clarabel==0.11.1
click==8.1.8 | click==8.2.1
click-plugins==1.1.1 | click-plugins==1.1.1.2
cloudpathlib==0.21.0 | cloudpathlib==0.21.1
contourpy==1.3.1 | contourpy==1.3.2
coverage==7.8.0 | coverage==7.9.1
cramjam==2.9.1 | cramjam==2.10.0
> curl_cffi==0.11.4
cvxpy==1.6.4 | cvxpy==1.6.6
daal==2025.5.0 | daal==2025.6.1
> dataproc-spark-connect==0.7.5
db-dtypes==1.4.2 | db-dtypes==1.4.3
deepdiff==8.4.2 | deepdiff==8.5.0
diffusers==0.32.2 | diffusers==0.34.0
docker-pycreds==0.4.0 <
duckdb==1.2.1 | duckdb==1.2.2
earthengine-api==1.5.9 | earthengine-api==1.5.21
eerepr==0.1.1 | eerepr==0.1.2
> fastapi==0.115.13
> ffmpy==0.6.0
firebase-admin==6.7.0 | firebase-admin==6.9.0
Flask==3.1.0 | Flask==3.1.1
flax==0.10.5 | flax==0.10.6
folium==0.19.5 | folium==0.19.7
fonttools==4.57.0 | fonttools==4.58.4
frozenlist==1.6.0 | frozenlist==1.7.0
fsspec==2025.3.2 | fsspec==2025.5.1
GDAL==3.6.4 | GDAL==3.8.4
google-api-python-client==2.164.0 | google-api-python-client==2.173.0
google-auth==2.40.1 | google-auth==2.40.3
google-auth-oauthlib==1.2.1 | google-auth-oauthlib==1.2.2
google-cloud-aiplatform==1.87.0 | google-cloud-aiplatform==1.99.0
google-cloud-bigquery-connection==1.18.2 | google-cloud-bigquery-connection==1.18.3
google-cloud-bigtable==2.30.0 <
google-cloud-dataproc==5.18.1 | google-cloud-dataproc==5.20.0
google-cloud-datastore==2.20.2 | google-cloud-datastore==2.21.0
google-cloud-firestore==2.20.1 | google-cloud-firestore==2.21.0
google-cloud-functions==1.20.2 | google-cloud-functions==1.20.4
google-cloud-iam==2.18.3 | google-cloud-iam==2.19.1
google-cloud-language==2.17.1 | google-cloud-language==2.17.2
google-cloud-pubsub==2.29.0 <
google-cloud-spanner==3.53.0 | google-cloud-spanner==3.55.0
google-cloud-videointelligence==2.16.1 | google-cloud-videointelligence==2.16.2
google-cloud-vision==3.10.1 | google-cloud-vision==3.10.2
google-genai==1.9.0 | google-genai==1.21.1
google-generativeai==0.8.4 | google-generativeai==0.8.5
google-spark-connect==0.5.2 <
graphviz==0.20.3 | gradio==5.31.0
greenlet==3.1.1 | gradio_client==1.10.1
> graphviz==0.21
> greenlet==3.2.3
> groovy==0.1.2
grpcio==1.72.0rc1 | grpcio==1.73.1
gspread==6.2.0 | gspread==6.2.1
h11==0.14.0 | h11==0.16.0
h5py==3.13.0 | h5py==3.14.0
hep_ml==0.7.3 | hep_ml==0.8.0
hf-xet==1.1.0 | hf-xet==1.1.5
highspy==1.9.0 | highspy==1.11.0
holidays==0.69 | holidays==0.75
httpcore==1.0.7 | httpcore==1.0.9
huggingface-hub==0.31.1 | huggingface-hub==0.33.1
humanize==4.12.2 | humanize==4.12.3
igraph==0.11.8 | igraph==0.11.9
ipyleaflet==0.19.2 | ipyleaflet==0.20.0
> jaraco.classes==3.4.0
> jaraco.context==6.0.1
> jaraco.functools==4.2.1
jeepney==0.7.1 | jeepney==0.9.0
jellyfish==1.1.0 <
jiter==0.9.0 | jiter==0.10.0
joblib==1.5.0 | joblib==1.5.1
jsonpickle==4.0.5 | jsonpickle==4.1.1
jsonschema==4.23.0 | jsonschema==4.24.0
jsonschema-specifications==2024.10.1 | jsonschema-specifications==2025.4.1
jupyter_core==5.7.2 | jupyter_core==5.8.1
jupyter-leaflet==0.19.2 | jupyter_kernel_gateway==2.5.2
> jupyter-leaflet==0.20.0
jupyterlab_widgets==3.0.13 | jupyterlab_widgets==3.0.15
kaggle==1.7.4.2 | jupytext==1.17.2
kaggle-environments==1.16.11 | kaggle==1.7.4.5
> kaggle-environments==1.17.6
keyring==23.5.0 | keyring==25.6.0
> keyrings.google-artifactregistry-auth==1.1.2
langchain==0.3.22 | langchain==0.3.26
langchain-core==0.3.50 | langchain-core==0.3.66
langchain-text-splitters==0.3.7 | langchain-text-splitters==0.3.8
langsmith==0.3.23 | langsmith==0.4.1
lxml==5.3.1 | lxml==5.4.0
Markdown==3.7 | Markdown==3.8.2
mizani==0.13.2 | mizani==0.13.5
mkl==2025.1.0 | mkl==2025.2.0
> ml_collections==1.1.0
more-itertools==10.6.0 | more-itertools==10.7.0
msgpack==1.1.0 | msgpack==1.1.1
multidict==6.4.3 | multidict==6.6.3
murmurhash==1.0.12 | murmurhash==1.0.13
namex==0.0.8 | namex==0.1.0
narwhals==1.33.0 | narwhals==1.44.0
nbclassic==1.2.0 | nbclassic==1.3.1
ndindex==1.9.2 | ndindex==1.10.0
networkx==3.4.2 | networkx==3.5
numexpr==2.10.2 | numexpr==2.11.0
nvidia-cublas-cu12==12.9.0.13 | nvidia-cublas-cu12==12.5.3.2
nvidia-cuda-cupti-cu12==12.4.127 | nvidia-cuda-cupti-cu12==12.5.82
nvidia-cuda-nvrtc-cu12==12.4.127 | nvidia-cuda-nvrtc-cu12==12.5.82
nvidia-cuda-runtime-cu12==12.4.127 | nvidia-cuda-runtime-cu12==12.5.82
nvidia-cufft-cu12==11.4.0.6 | nvidia-cufft-cu12==11.2.3.61
nvidia-curand-cu12==10.3.10.19 | nvidia-curand-cu12==10.3.6.82
nvidia-cusolver-cu12==11.7.4.40 | nvidia-cusolver-cu12==11.6.3.83
nvidia-cusparse-cu12==12.5.9.5 | nvidia-cusparse-cu12==12.5.1.3
nvidia-nvjitlink-cu12==12.9.41 | nvidia-nvjitlink-cu12==12.5.82
nvtx==0.2.11 | nvtx==0.2.12
oauthlib==3.2.2 | oauthlib==3.3.1
onnx==1.17.0 | onnx==1.18.0
openai==1.70.0 | open_spiel==1.6
> openai==1.91.0
opentelemetry-api==1.31.1 <
opentelemetry-sdk==1.31.1 <
opentelemetry-semantic-conventions==0.52b1 <
optax==0.2.4 | optax==0.2.5
optree==0.14.1 | optree==0.16.0
optuna==4.3.0 | optuna==4.4.0
orbax-checkpoint==0.11.10 | orbax-checkpoint==0.11.16
orjson==3.10.16 | orjson==3.10.18
osqp==1.0.3 | osqp==1.0.4
pandas-gbq==0.28.0 | pandas-gbq==0.29.1
panel==1.6.2 | panel==1.7.1
param==2.2.0 | param==2.2.1
pathos==0.3.2 | pathos==0.3.1
peewee==3.17.9 | peewee==3.18.1
peft==0.14.0 | peft==0.15.2
pillow==11.1.0 | pillow==11.2.1
pluggy==1.5.0 | pluggy==1.6.0
preshed==3.0.9 | preshed==3.0.10
proglog==0.1.11 | proglog==0.1.12
prometheus_client==0.21.1 | prometheus_client==0.22.1
prompt_toolkit==3.0.50 | prompt_toolkit==3.0.51
propcache==0.3.1 | propcache==0.3.2
prophet==1.1.6 | prophet==1.1.7
pyaml==25.1.0 | pyaml==25.5.0
pycairo==1.27.0 | pycairo==1.28.0
pycocotools==2.0.8 | pycocotools==2.0.10
pycryptodome==3.22.0 | pycryptodome==3.23.0
pycryptodomex==3.22.0 | pycryptodomex==3.23.0
pydantic==2.11.4 | pydantic==2.11.7
pygit2==1.17.0 | pygit2==1.18.0
Pygments==2.19.1 | Pygments==2.19.2
pymc==5.21.2 | pymc==5.23.0
pymongo==4.12.1 | pymongo==4.13.2
pyogrio==0.10.0 | pyogrio==0.11.0
Pyomo==6.8.2 | pyomo==6.9.2
pyOpenSSL==25.0.0 | pyOpenSSL==25.1.0
pypdf==5.4.0 | pypdf==5.7.0
> pyproject_hooks==1.2.0
pyspark==3.5.5 | pyspark==3.5.1
pytensor==2.30.2 | pytensor==2.31.4
> python-multipart==0.0.20
pytorch-lightning==2.5.1.post0 | pytorch-lightning==2.5.2
pyviz_comms==3.0.4 | pyviz_comms==3.0.6
ray==2.46.0 | ray==2.47.1
requests==2.32.3 | requests==2.32.4
rfc3161-client==1.0.1 | rfc3161-client==1.0.3
rpds-py==0.24.0 | rpds-py==0.25.1
> ruff==0.12.0
s3transfer==0.12.0 | s3transfer==0.13.0
> safehttpx==0.1.6
scikit-learn-intelex==2025.5.0 | scikit-learn-intelex==2025.6.1
scipy==1.15.2 | scipy==1.15.3
scooby==0.10.0 | scooby==0.10.1
SecretStorage==3.3.1 | SecretStorage==3.3.3
> semantic-version==2.10.0
sentence-transformers==3.4.1 | sentence-transformers==4.1.0
sentry-sdk==2.25.1 | sentry-sdk==2.31.0
setproctitle==1.3.5 | setproctitle==1.3.6
shapely==2.1.0 | shapely==2.1.1
sigstore==3.6.2 ...
v160 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v160
== Comparing pip list --format=freeze ==
albucore==0.0.23 | albucore==0.0.24
albumentations==2.0.5 | albumentations==2.0.6
array_record==0.7.1 | array_record==0.7.2
beautifulsoup4==4.13.3 | beautifulsoup4==4.13.4
certifi==2025.1.31 | certifi==2025.4.26
charset-normalizer==3.4.1 | charset-normalizer==3.4.2
contourpy==1.3.1 | contourpy==1.3.2
cramjam==2.10.0rc1 | cramjam==2.11.0rc2
debugpy==1.8.13 | debugpy==1.8.14
diffusers==0.32.2 | diffusers==0.33.1
dill==0.3.9 | dill==0.4.0
dm-haiku==0.0.14.dev0 | dm-haiku==0.0.15.dev0
docstring-to-markdown==0.16 | docstring-to-markdown==0.17
googleapis-common-protos==1.69.2 | googleapis-common-protos==1.70.0
huggingface-hub==0.30.2 | hf-xet==1.1.0
humanize==4.12.2 | huggingface-hub==0.31.1
> humanize==4.12.3
importlib_metadata==8.6.1 | importlib_metadata==8.7.0
ipython==8.35.0 | ipython==8.36.0
joblib==1.4.2 | joblib==1.5.0
jsonschema-specifications==2024.10.1 | jsonschema-specifications==2025.4.1
kagglehub==0.3.11 | kagglehub==0.3.12
Markdown==3.7 | Markdown==3.8
namex==0.0.8 | namex==0.0.9
packaging==24.2 | packaging==25.0
pillow==11.1.0 | pillow==11.2.1
platformdirs==4.3.7 | platformdirs==4.3.8
prompt_toolkit==3.0.50 | prompt_toolkit==3.0.51
pyarrow==19.0.1 | pyarrow==20.0.0
pydantic==2.11.3 | pydantic==2.11.4
pydantic_core==2.33.1 | pydantic_core==2.33.2
pylint==3.3.6 | pylint==3.3.7
python-json-logger==3.3.0 | python-json-logger==4.0.0.dev0
setuptools==78.1.0 | setuptools==80.3.1
soupsieve==2.6 | soupsieve==2.7
stringzilla==3.12.3 | stringzilla==3.12.5
tensorstore==0.1.73 | tensorstore==0.1.74
termcolor==3.0.1 | termcolor==3.1.0
tornado==6.4.2 | tornado==6.5b1
tpu-info==0.2.0 | tpu-info==0.2.2
transformers==4.51.1 | transformers==4.51.3
typing_extensions==4.13.1 | typing_extensions==4.13.2
urllib3==2.3.0 | urllib3==2.4.0
wheel==0.46.1 | wheel==0.45.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libperl5.36:amd64==5.36.0-7+deb12u1 | libperl5.36:amd64==5.36.0-7+deb12u2
linux-libc-dev:amd64==6.1.129-1 | linux-libc-dev:amd64==6.1.135-1
perl==5.36.0-7+deb12u1 | perl==5.36.0-7+deb12u2
perl-base==5.36.0-7+deb12u1 | perl-base==5.36.0-7+deb12u2
perl-modules-5.36==5.36.0-7+deb12u1 | perl-modules-5.36==5.36.0-7+deb12u2
== Comparing printenv | sort ==
BUILD_DATE=20250408-210127 | BUILD_DATE=20250508-122510
GIT_COMMIT=f48df1d9dc484870ad98f3b7e2de9b2e6eef3173 | GIT_COMMIT=8a20862e6c11454ecb8f328fb4a78f6b11a2b41c
HOSTNAME=bd19d8aa4934 | HOSTNAME=53254a15262c
PYTHON_SHA256=bfb249609990220491a1b92850a07135ed0831e41738cf6 | PYTHON_SHA256=4c68050f049d1b4ac5aadd0df5f27941c0350d2a9e7ab09
PYTHON_VERSION=3.10.16 | PYTHON_VERSION=3.10.17
v160 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v160
== Comparing pip list --format=freeze ==
accelerate==1.3.0 | accelerate==1.5.2
aiohttp==3.11.16 | aiohttp==3.11.18
albumentations==2.0.4 | albumentations==2.0.5
ale-py==0.10.1 | ale-py==0.10.2
anyio==3.7.1 | anyio==4.9.0
array_record==0.6.0 | array_record==0.7.1
arviz==0.20.0 | arviz==0.21.0
astropy-iers-data==0.2025.2.10.0.33.26 | astropy-iers-data==0.2025.3.31.0.36.18
atpublic==4.1.0 | atpublic==5.1
bigframes==1.36.0 | bigframes==1.42.0
bigquery-magics==0.5.0 | bigquery-magics==0.9.0
blis==0.7.11 | blis==1.2.1
blosc2==3.1.0 | blosc2==3.2.1
boto3==1.37.29 | boto3==1.38.11
botocore==1.37.29 | botocore==1.38.11
catboost==1.2.7 | catboost==1.2.8
certifi==2025.1.31 | certifi==2025.4.26
cesium==0.12.1 | cesium==0.12.4
charset-normalizer==3.4.1 | charset-normalizer==3.4.2
chex==0.1.88 | chex==0.1.89
cloudpathlib==0.20.0 | cloudpathlib==0.21.0
cmake==3.31.4 | cmake==3.31.6
cryptography==44.0.2 | cryptography==44.0.3
cuda-bindings==12.8.0 | cuda-bindings==12.9.0
cuda-python==12.8.0 | cuda-python==12.9.0
> cudf-polars-cu12==25.2.2
cvxpy==1.6.0 | cvxpy==1.6.4
daal==2025.4.0 | daal==2025.5.0
datasets==3.5.0 | datasets==3.6.0
datashader==0.17.0 | db-dtypes==1.4.2
db-dtypes==1.4.1 <
deap==1.4.2 | deap==1.4.3
dlib==19.24.2 | dlib==19.24.6
docstring-to-markdown==0.16 | docstring-to-markdown==0.17
duckdb==1.1.3 | duckdb==1.2.1
earthengine-api==1.5.2 | earthengine-api==1.5.9
eerepr==0.1.0 | eerepr==0.1.1
en-core-web-sm==3.7.1 | en_core_web_sm==3.8.0
etils==1.12.0 | etils==1.12.2
fastai==2.7.18 | fastai==2.7.19
firebase-admin==6.6.0 | firebase-admin==6.7.0
flax==0.10.3 | flax==0.10.5
folium==0.19.4 | folium==0.19.5
fonttools==4.56.0 | fonttools==4.57.0
frozenlist==1.5.0 | frozenlist==1.6.0
gcsfs==2024.10.0 | gcsfs==2025.3.2
geemap==0.35.1 | geemap==0.35.3
google-api-python-client==2.160.0 | google-api-python-client==2.164.0
google-auth==2.27.0 | google-auth==2.40.1
google-cloud-aiplatform==1.79.0 | google-cloud-aiplatform==1.87.0
google-cloud-bigquery-connection==1.17.0 | google-cloud-bigquery-connection==1.18.2
google-cloud-bigtable==2.28.1 | google-cloud-bigtable==2.30.0
google-cloud-core==2.4.1 | google-cloud-core==2.4.3
google-cloud-dataproc==5.17.0 | google-cloud-dataproc==5.18.1
google-cloud-firestore==2.20.0 | google-cloud-firestore==2.20.1
google-cloud-functions==1.19.0 | google-cloud-functions==1.20.2
google-cloud-iam==2.18.0 | google-cloud-iam==2.18.3
google-cloud-language==2.16.0 | google-cloud-language==2.17.1
google-cloud-pubsub==2.25.0 | google-cloud-pubsub==2.29.0
google-cloud-resource-manager==1.14.0 | google-cloud-resource-manager==1.14.2
google-cloud-spanner==3.51.0 | google-cloud-spanner==3.53.0
google-cloud-storage==2.14.0 | google-cloud-storage==2.19.0
google-crc32c==1.6.0 | google-crc32c==1.7.1
google-genai==0.8.0 | google-genai==1.9.0
googleapis-common-protos==1.67.0 | googleapis-common-protos==1.70.0
grpc-google-iam-v1==0.14.0 | grpc-google-iam-v1==0.14.2
grpcio==1.70.0 | grpcio==1.72.0rc1
grpcio-status==1.48.2 | grpcio-status==1.49.0rc1
grpclib==0.4.8rc2 | grpclib==0.4.8
gspread==6.1.4 | gspread==6.2.0
h5netcdf==1.5.0 | h5netcdf==1.6.1
h5py==3.12.1 | h5py==3.13.0
> hdbscan==0.8.40
> hf-xet==1.1.0
holidays==0.66 | holidays==0.69
holoviews==1.20.0 | holoviews==1.20.2
httpimport==1.4.0 | httpimport==1.4.1
huggingface-hub==0.30.2 | huggingface-hub==0.31.1
humanize==4.11.0 | humanize==4.12.2
ibis-framework==9.2.0 | ibis-framework==9.5.0
imgaug==0.4.0 <
importlib_metadata==8.6.1 | importlib_metadata==8.7.0
iniconfig==2.0.0 | iniconfig==2.1.0
jax==0.4.33 | jax==0.5.2
jax-cuda12-pjrt==0.4.33 | jax-cuda12-pjrt==0.5.1
jax-cuda12-plugin==0.4.33 | jax-cuda12-plugin==0.5.1
jaxlib==0.4.33 | jaxlib==0.5.1
jiter==0.8.2 | jiter==0.9.0
joblib==1.4.2 | joblib==1.5.0
jsonpickle==4.0.1 | jsonpickle==4.0.5
kagglehub==0.3.11 | kagglehub==0.3.12
keras==3.5.0 | keras==3.8.0
kornia==0.8.0 | kornia==0.8.1
kornia_rs==0.1.8 | kornia_rs==0.1.9
langchain==0.3.18 | langchain==0.3.22
langchain-core==0.3.35 | langchain-core==0.3.50
langchain-text-splitters==0.3.6 | langchain-text-splitters==0.3.7
langsmith==0.3.8 | langsmith==0.3.23
> libcugraph-cu12==25.2.0
librosa==0.10.2.post1 | librosa==0.11.0
libucx-cu12==1.18.0 | libucx-cu12==1.18.1
Mako==1.3.9 | Mako==1.3.10
matplotlib==3.7.5 | matplotlib==3.7.2
matplotlib-venn==1.1.1 | matplotlib-venn==1.1.2
mizani==0.13.1 | mizani==0.13.2
model-signing==1.0.0 | model-signing==1.0.1
multidict==6.2.0 | multidict==6.4.3
mypy-extensions==1.0.0 | mypy_extensions==1.1.0
narwhals==1.26.0 | narwhals==1.33.0
nilearn==0.11.1 | nilearn==0.10.4
nvidia-cublas-cu12==12.8.4.1 | nvidia-cublas-cu12==12.9.0.13
nvidia-cufft-cu12==11.3.3.83 | nvidia-cufft-cu12==11.4.0.6
nvidia-curand-cu12==10.3.9.90 | nvidia-curand-cu12==10.3.10.19
nvidia-cusolver-cu12==11.7.3.90 | nvidia-cusolver-cu12==11.7.4.40
nvidia-cusparse-cu12==12.5.8.93 | nvidia-cusparse-cu12==12.5.9.5
nvidia-ml-py==12.570.86 | nvidia-cusparselt-cu12==0.6.2
> nvidia-ml-py==12.575.51
nvidia-nvjitlink-cu12==12.8.93 | nvidia-nvjitlink-cu12==12.9.41
nx-cugraph-cu12==24.12.0 | nx-cugraph-cu12==25.2.0
openai==1.61.1 | openai==1.70.0
openslide-bin==4.0.0.6 | openslide-bin==4.0.0.8
openslide-python==1.4.1 | openslide-python==1.4.2
opentelemetry-api==1.16.0 | opentelemetry-api==1.31.1
opentelemetry-sdk==1.16.0 | opentelemetry-sdk==1.31.1
opentelemetry-semantic-conventions==0.37b0 | opentelemetry-semantic-conventions==0.52b1
optree==0.14.0 | optree==0.14.1
optuna==4.2.1 | optuna==4.3.0
orbax-checkpoint==0.6.4 | orbax-checkpoint==0.11.10
orderly-set==5.3.1 | orderly-set==5.4.1
orjson==3.10.15 | orjson==3.10.16
osqp==0.6.7.post3 | osqp==1.0.3
packaging==24.2 | packaging==25.0
pandas-gbq==0.26.1 | pandas-gbq==0.28.0
panel==1.6.0 | panel==1.6.2
platformdirs==4.3.7 | platformdirs==4.3.8
polars==1.9.0 | polars==1.21.0
pox==0.3.5 | pox==0.3.6
ppft==1.7.6.9 | ppft==1.7.7
prettytable==3.14.0 | prettytable==3.16.0
proglog==0.1.10 | proglog==0.1.11
proto-plus==1.26.0 | proto-plus==1.26.1
pudb==2024.1.3 | pudb==2025.1
puremagic==1.28 | puremagic==1.29
pyasn1_modules==0.4.1 | pyasn1_modules==0.4.2
> pycairo==1.27.0
pyct==0.5.0 <
pydantic==2.11.3 | pydantic==2.11.4
pydantic_core==2.33.1 | pydantic_core==2.33.2
pygltflib==1.16.3 | pygltflib==1.16.4
PyGObject==3.42.1 | PyGObject==3.42.0
pylibcugraph-cu12==24.12.0 | pylibcugraph-cu12==25.2.0
pymc==5.20.1 | pymc==5.21.2
pymongo==4.12.0 | pymongo==4.12.1
> pynndescent==0.5.13
pyparsing==3.2.1 | pyparsing==3.0.9
pyproj==3.7.0 | pyproj==3.7.1
pyspark==3.5.4 | pyspark==3.5.5
pytensor==2.27.1 | pytensor==2.30.2
pytest==8.3.4 | pytest==8.3.5
pytools==2025.1.2 | pytools==2025.1.3
pytorch-lightning==2.5.1 | pytorch-lightning==2.5.1.post0
qdldl==0.1.7.post5 <
ray==2.44.1 | ray==2.46.0
rfc3161-client==0.1.2 | rfc3161-client==1.0.1
rpds-py==0.22.3 | roman-numerals-py==3.1.0
rpy2==3.4.2 | rpds-py==0.24.0
rsa==4.9 | rpy2==3.5.17
> rsa==4.9.1
s3transfer==0.11.4 | s3transfer==0.12.0
safetensors==0.5.2 | safetensors==0.5.3
scikit-image==0.25.1 | scikit-image==0.25.2
scikit-learn-intelex==2025.4.0 | scikit-learn-intelex==2025.5.0
securesystemslib==1.2.0 | securesystemslib==1.3.0
sentry-sdk==2.21.0 | sentry-sdk==2.25.1
setproctitle==1.3.4 | setproctitle==1.3.5
setuptools==75.1.0 | setuptools==75.2.0
setuptools-scm==8.2.0 | setuptools-scm==8.3.1
sigstore==3.6.1 | sigstore==3.6.2
SimpleITK==2.4.1 | simpleitk==2.5.0
> simplejson==3.20.1
> siphash24==1.7
spacy==3.7.5 | spacy==3.8.5
spanner-graph-notebook==1.1.1 | spanner-graph-notebook==1.1.6
Sphinx==8.1.3 | Sphinx==8.2.3
SQLAlchemy==2.0.38 | SQLAlchemy==2.0.40
sqlglot==25.6.1 | sqlglot==25.20.2
stringzilla==3.11.3 | stringzilla==3.12.3
tcmlib==1.2.0 | tcmlib==1.3.0
tenacity==9.0.0 | tenacity==9.1.2
tensorflow-datasets==4.9.7 | tensorflow-datasets==4.9.8
tensorflow-metadata==1.16.1 | tensorflow-metadata==1.17.0
tensorstore==0.1.71 | tensorstore==0.1.73
termcolor==2.5.0 | termcolor==3.0.1
thinc==8.2.5 | thinc==8.3.4
tifffile==...
v160 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v160
== Comparing pip list --format=freeze ==
accelerate==1.3.0 | accelerate==1.5.2
aiohttp==3.11.16 | aiohttp==3.11.18
albumentations==2.0.4 | albumentations==2.0.5
ale-py==0.10.1 | ale-py==0.10.2
anyio==3.7.1 | anyio==4.9.0
array_record==0.6.0 | array_record==0.7.1
arviz==0.20.0 | arviz==0.21.0
astropy-iers-data==0.2025.2.10.0.33.26 | astropy-iers-data==0.2025.3.31.0.36.18
atpublic==4.1.0 | atpublic==5.1
bigframes==1.36.0 | bigframes==1.42.0
bigquery-magics==0.5.0 | bigquery-magics==0.9.0
blis==0.7.11 | blis==1.2.1
blosc2==3.1.0 | blosc2==3.2.1
boto3==1.37.29 | boto3==1.38.11
botocore==1.37.29 | botocore==1.38.11
catboost==1.2.7 | catboost==1.2.8
certifi==2025.1.31 | certifi==2025.4.26
cesium==0.12.1 | cesium==0.12.4
charset-normalizer==3.4.1 | charset-normalizer==3.4.2
chex==0.1.88 | chex==0.1.89
cloudpathlib==0.20.0 | cloudpathlib==0.21.0
cmake==3.31.4 | cmake==3.31.6
cryptography==44.0.2 | cryptography==44.0.3
cuda-bindings==12.8.0 | cuda-bindings==12.9.0
cuda-python==12.8.0 | cuda-python==12.9.0
> cudf-polars-cu12==25.2.2
cvxpy==1.6.0 | cvxpy==1.6.4
daal==2025.4.0 | daal==2025.5.0
datasets==3.5.0 | datasets==3.6.0
datashader==0.17.0 | db-dtypes==1.4.2
db-dtypes==1.4.1 <
deap==1.4.2 | deap==1.4.3
dlib==19.24.2 | dlib==19.24.6
docstring-to-markdown==0.16 | docstring-to-markdown==0.17
duckdb==1.1.3 | duckdb==1.2.1
earthengine-api==1.5.2 | earthengine-api==1.5.9
eerepr==0.1.0 | eerepr==0.1.1
en-core-web-sm==3.7.1 | en_core_web_sm==3.8.0
etils==1.12.0 | etils==1.12.2
fastai==2.7.18 | fastai==2.7.19
firebase-admin==6.6.0 | firebase-admin==6.7.0
flax==0.10.3 | flax==0.10.5
folium==0.19.4 | folium==0.19.5
fonttools==4.56.0 | fonttools==4.57.0
frozenlist==1.5.0 | frozenlist==1.6.0
gcsfs==2024.10.0 | gcsfs==2025.3.2
geemap==0.35.1 | geemap==0.35.3
google-api-python-client==2.160.0 | google-api-python-client==2.164.0
google-auth==2.27.0 | google-auth==2.40.1
google-cloud-aiplatform==1.79.0 | google-cloud-aiplatform==1.87.0
google-cloud-bigquery-connection==1.17.0 | google-cloud-bigquery-connection==1.18.2
google-cloud-bigtable==2.28.1 | google-cloud-bigtable==2.30.0
google-cloud-core==2.4.1 | google-cloud-core==2.4.3
google-cloud-dataproc==5.17.0 | google-cloud-dataproc==5.18.1
google-cloud-firestore==2.20.0 | google-cloud-firestore==2.20.1
google-cloud-functions==1.19.0 | google-cloud-functions==1.20.2
google-cloud-iam==2.18.0 | google-cloud-iam==2.18.3
google-cloud-language==2.16.0 | google-cloud-language==2.17.1
google-cloud-pubsub==2.25.0 | google-cloud-pubsub==2.29.0
google-cloud-resource-manager==1.14.0 | google-cloud-resource-manager==1.14.2
google-cloud-spanner==3.51.0 | google-cloud-spanner==3.53.0
google-cloud-storage==2.14.0 | google-cloud-storage==2.19.0
google-crc32c==1.6.0 | google-crc32c==1.7.1
google-genai==0.8.0 | google-genai==1.9.0
googleapis-common-protos==1.67.0 | googleapis-common-protos==1.70.0
grpc-google-iam-v1==0.14.0 | grpc-google-iam-v1==0.14.2
grpcio==1.70.0 | grpcio==1.72.0rc1
grpcio-status==1.48.2 | grpcio-status==1.49.0rc1
grpclib==0.4.8rc2 | grpclib==0.4.8
gspread==6.1.4 | gspread==6.2.0
h5netcdf==1.5.0 | h5netcdf==1.6.1
h5py==3.12.1 | h5py==3.13.0
> hdbscan==0.8.40
> hf-xet==1.1.0
holidays==0.66 | holidays==0.69
holoviews==1.20.0 | holoviews==1.20.2
httpimport==1.4.0 | httpimport==1.4.1
huggingface-hub==0.30.2 | huggingface-hub==0.31.1
humanize==4.11.0 | humanize==4.12.2
ibis-framework==9.2.0 | ibis-framework==9.5.0
imgaug==0.4.0 <
importlib_metadata==8.6.1 | importlib_metadata==8.7.0
iniconfig==2.0.0 | iniconfig==2.1.0
jax==0.4.33 | jax==0.5.2
jax-cuda12-pjrt==0.4.33 | jax-cuda12-pjrt==0.5.1
jax-cuda12-plugin==0.4.33 | jax-cuda12-plugin==0.5.1
jaxlib==0.4.33 | jaxlib==0.5.1
jiter==0.8.2 | jiter==0.9.0
joblib==1.4.2 | joblib==1.5.0
jsonpickle==4.0.1 | jsonpickle==4.0.5
kagglehub==0.3.11 | kagglehub==0.3.12
keras==3.5.0 | keras==3.8.0
kornia==0.8.0 | kornia==0.8.1
kornia_rs==0.1.8 | kornia_rs==0.1.9
langchain==0.3.18 | langchain==0.3.22
langchain-core==0.3.35 | langchain-core==0.3.50
langchain-text-splitters==0.3.6 | langchain-text-splitters==0.3.7
langsmith==0.3.8 | langsmith==0.3.23
> libcugraph-cu12==25.2.0
librosa==0.10.2.post1 | librosa==0.11.0
libucx-cu12==1.18.0 | libucx-cu12==1.18.1
Mako==1.3.9 | Mako==1.3.10
matplotlib==3.7.5 | matplotlib==3.7.2
matplotlib-venn==1.1.1 | matplotlib-venn==1.1.2
mizani==0.13.1 | mizani==0.13.2
model-signing==1.0.0 | model-signing==1.0.1
multidict==6.2.0 | multidict==6.4.3
mypy-extensions==1.0.0 | mypy_extensions==1.1.0
narwhals==1.26.0 | narwhals==1.33.0
nilearn==0.11.1 | nilearn==0.10.4
nvidia-cublas-cu12==12.8.4.1 | nvidia-cublas-cu12==12.9.0.13
nvidia-cufft-cu12==11.3.3.83 | nvidia-cufft-cu12==11.4.0.6
nvidia-curand-cu12==10.3.9.90 | nvidia-curand-cu12==10.3.10.19
nvidia-cusolver-cu12==11.7.3.90 | nvidia-cusolver-cu12==11.7.4.40
nvidia-cusparse-cu12==12.5.8.93 | nvidia-cusparse-cu12==12.5.9.5
nvidia-ml-py==12.570.86 | nvidia-cusparselt-cu12==0.6.2
> nvidia-ml-py==12.575.51
nvidia-nvjitlink-cu12==12.8.93 | nvidia-nvjitlink-cu12==12.9.41
nx-cugraph-cu12==24.12.0 | nx-cugraph-cu12==25.2.0
openai==1.61.1 | openai==1.70.0
openslide-bin==4.0.0.6 | openslide-bin==4.0.0.8
openslide-python==1.4.1 | openslide-python==1.4.2
opentelemetry-api==1.16.0 | opentelemetry-api==1.31.1
opentelemetry-sdk==1.16.0 | opentelemetry-sdk==1.31.1
opentelemetry-semantic-conventions==0.37b0 | opentelemetry-semantic-conventions==0.52b1
optree==0.14.0 | optree==0.14.1
optuna==4.2.1 | optuna==4.3.0
orbax-checkpoint==0.6.4 | orbax-checkpoint==0.11.10
orderly-set==5.3.1 | orderly-set==5.4.1
orjson==3.10.15 | orjson==3.10.16
osqp==0.6.7.post3 | osqp==1.0.3
packaging==24.2 | packaging==25.0
pandas-gbq==0.26.1 | pandas-gbq==0.28.0
panel==1.6.0 | panel==1.6.2
platformdirs==4.3.7 | platformdirs==4.3.8
polars==1.9.0 | polars==1.21.0
pox==0.3.5 | pox==0.3.6
ppft==1.7.6.9 | ppft==1.7.7
prettytable==3.14.0 | prettytable==3.16.0
proglog==0.1.10 | proglog==0.1.11
proto-plus==1.26.0 | proto-plus==1.26.1
pudb==2024.1.3 | pudb==2025.1
puremagic==1.28 | puremagic==1.29
pyasn1_modules==0.4.1 | pyasn1_modules==0.4.2
> pycairo==1.27.0
pyct==0.5.0 | pydantic==2.11.4
pydantic==2.11.3 | pydantic_core==2.33.2
pydantic_core==2.33.1 <
pygltflib==1.16.3 | pygltflib==1.16.4
PyGObject==3.42.1 | PyGObject==3.42.0
pylibcugraph-cu12==24.12.0 | pylibcugraph-cu12==25.2.0
pymc==5.20.1 | pymc==5.21.2
pymongo==4.12.0 | pymongo==4.12.1
> pynndescent==0.5.13
pyparsing==3.2.1 | pyparsing==3.0.9
pyproj==3.7.0 | pyproj==3.7.1
pyspark==3.5.4 | pyspark==3.5.5
pytensor==2.27.1 | pytensor==2.30.2
pytest==8.3.4 | pytest==8.3.5
pytorch-lightning==2.5.1 | pytorch-lightning==2.5.1.post0
qdldl==0.1.7.post5 <
ray==2.44.1 | ray==2.46.0
rfc3161-client==0.1.2 | rfc3161-client==1.0.1
rpds-py==0.22.3 | roman-numerals-py==3.1.0
rpy2==3.4.2 | rpds-py==0.24.0
rsa==4.9 | rpy2==3.5.17
> rsa==4.9.1
s3transfer==0.11.4 | s3transfer==0.12.0
safetensors==0.5.2 | safetensors==0.5.3
scikit-image==0.25.1 | scikit-image==0.25.2
scikit-learn-intelex==2025.4.0 | scikit-learn-intelex==2025.5.0
securesystemslib==1.2.0 | securesystemslib==1.3.0
sentry-sdk==2.21.0 | sentry-sdk==2.25.1
setproctitle==1.3.4 | setproctitle==1.3.5
setuptools==75.1.0 | setuptools==75.2.0
setuptools-scm==8.2.0 | setuptools-scm==8.3.1
sigstore==3.6.1 | sigstore==3.6.2
SimpleITK==2.4.1 | simpleitk==2.5.0
> simplejson==3.20.1
spacy==3.7.5 | spacy==3.8.5
spanner-graph-notebook==1.1.1 | spanner-graph-notebook==1.1.6
Sphinx==8.1.3 | Sphinx==8.2.3
SQLAlchemy==2.0.38 | SQLAlchemy==2.0.40
sqlglot==25.6.1 | sqlglot==25.20.2
stringzilla==3.11.3 | stringzilla==3.12.3
tcmlib==1.2.0 | tcmlib==1.3.0
tenacity==9.0.0 | tenacity==9.1.2
tensorflow-datasets==4.9.7 | tensorflow-datasets==4.9.8
tensorflow-metadata==1.16.1 | tensorflow-metadata==1.17.0
tensorstore==0.1.71 | tensorstore==0.1.73
termcolor==2.5.0 | termcolor==3.0.1
thinc==8.2.5 | thinc==8.3.4
tifffile==2025.1.10 | tifffile==2025.3.30
timm==1.0.14 | timm==1.0.15
tok...
v159 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v159
== Comparing pip list --format=freeze ==
absl-py==2.1.0 | absl-py==2.2.2
accelerate==1.4.0 | accelerate==1.6.0
albumentations==2.0.4 | albumentations==2.0.5
anyio==4.8.0 | anyio==4.9.0
> anyioutils==0.7.3
array_record==0.6.0 | array_record==0.7.1
astroid==3.3.8 | astroid==3.3.9
async-lru==2.0.4 | async-lru==2.0.5
attrs==25.1.0 | attrs==25.3.0
chex==0.1.88 | chex==0.1.89
cramjam==2.9.1 | cramjam==2.10.0rc1
debugpy==1.8.12 | debugpy==1.8.13
decorator==5.1.1 | decorator==5.2.1
docstring-to-markdown==0.15 | docstring-to-markdown==0.16
etils==1.12.0 | etils==1.12.2
filelock==3.17.0 | filelock==3.18.0
flax==0.10.3 | flax==0.10.4
fonttools==4.56.0 | fonttools==4.57.0
fsspec==2025.2.0 | fsspec==2025.3.2
googleapis-common-protos==1.67.0 | googleapis-common-protos==1.69.2
grpcio==1.70.0 | grpcio==1.72.0rc1
huggingface-hub==0.29.0 | huggingface-hub==0.30.2
humanize==4.12.1 | humanize==4.12.2
ipykernel==7.0.0a0 | ipykernel==7.0.0a1
ipython==8.32.0 | ipython==8.35.0
isort==6.0.0 | isort==6.0.1
Jinja2==3.1.5 | Jinja2==3.1.6
json5==0.10.0 | json5==0.12.0
kagglehub==0.3.9 | kagglehub==0.3.11
keras==3.8.0 | keras==3.9.2
keras-hub==0.18.1 | keras-hub==0.20.0
keras-nlp==0.18.1 | keras-nlp==0.20.0
matplotlib==3.10.0 | matplotlib==3.10.1
mistune==3.1.2 | mistune==3.1.3
> nvidia-cusparselt-cu12==0.6.2
optree==0.14.0 | optree==0.15.0
> outcome==1.3.0.post0
platformdirs==4.3.6 | platformdirs==4.3.7
protobuf==5.29.3 | protobuf==5.29.4
pydantic==2.11.0a2 | pydantic==2.11.3
pydantic_core==2.29.0 | pydantic_core==2.33.1
pylint==3.3.4 | pylint==3.3.6
pyparsing==3.2.1 | pyparsing==3.2.3
python-json-logger==3.2.1 | python-json-logger==3.3.0
pytz==2025.1 | pytz==2025.2
pyzmq==26.2.1 | pyzmq==26.4.0
rich==13.9.4 | rich==14.0.0
rpds-py==0.22.3 | rpds-py==0.24.0
safetensors==0.5.2 | safetensors==0.5.3
setuptools==75.8.0 | setuptools==78.1.0
stringzilla==3.11.3 | stringzilla==3.12.3
tenacity==9.0.0 | tenacity==9.1.2
tensorflow==2.18.0 | tensorflow==2.18.1
tensorflow-datasets==4.9.7 | tensorflow-datasets==4.9.8
tensorstore==0.1.71 | tensorstore==0.1.73
termcolor==2.5.0 | termcolor==3.0.1
threadpoolctl==3.5.0 | threadpoolctl==3.6.0
timm==1.0.14 | timm==1.0.15
tokenizers==0.21.0 | tokenizers==0.21.1
torch==2.5.0 | torch==2.6.0
torch-xla==2.5.0+libtpu | torch-xla==2.6.0+libtpu
torchaudio==2.5.0 | torchaudio==2.6.0
torchvision==0.20.0 | torchvision==0.21.0
transformers==4.49.0 | transformers==4.51.1
triton==3.1.0 | triton==3.2.0
typing_extensions==4.12.2 | typing_extensions==4.13.1
tzdata==2025.1 | typing-inspection==0.4.0
> tzdata==2025.2
wheel==0.45.1 | wheel==0.46.1
> zmq-anyio==0.3.9
== 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+deb12u9 | base-files==12.4+deb12u10
curl==7.88.1-10+deb12u8 | curl==7.88.1-10+deb12u12
libc-bin==2.36-9+deb12u9 | libc-bin==2.36-9+deb12u10
libc-dev-bin==2.36-9+deb12u9 | libc-dev-bin==2.36-9+deb12u10
libc6:amd64==2.36-9+deb12u9 | libc6:amd64==2.36-9+deb12u10
libc6-dev:amd64==2.36-9+deb12u9 | libc6-dev:amd64==2.36-9+deb12u10
libcurl3-gnutls:amd64==7.88.1-10+deb12u8 | libcurl3-gnutls:amd64==7.88.1-10+deb12u12
libcurl4:amd64==7.88.1-10+deb12u8 | libcurl4:amd64==7.88.1-10+deb12u12
libcurl4-openssl-dev:amd64==7.88.1-10+deb12u8 | libcurl4-openssl-dev:amd64==7.88.1-10+deb12u12
libfreetype-dev:amd64==2.12.1+dfsg-5+deb12u3 | libfreetype-dev:amd64==2.12.1+dfsg-5+deb12u4
libfreetype6:amd64==2.12.1+dfsg-5+deb12u3 | libfreetype6:amd64==2.12.1+dfsg-5+deb12u4
libfreetype6-dev:amd64==2.12.1+dfsg-5+deb12u3 | libfreetype6-dev:amd64==2.12.1+dfsg-5+deb12u4
libgnutls30:amd64==3.7.9-2+deb12u3 | libgnutls30:amd64==3.7.9-2+deb12u4
liblzma-dev:amd64==5.4.1-0.2 | liblzma-dev:amd64==5.4.1-1
liblzma5:amd64==5.4.1-0.2 | liblzma5:amd64==5.4.1-1
libmariadb-dev==1:10.11.6-0+deb12u1 | libmariadb-dev==1:10.11.11-0+deb12u1
libmariadb-dev-compat==1:10.11.6-0+deb12u1 | libmariadb-dev-compat==1:10.11.11-0+deb12u1
libmariadb3:amd64==1:10.11.6-0+deb12u1 | libmariadb3:amd64==1:10.11.11-0+deb12u1
libpq-dev==15.10-0+deb12u1 | libpq-dev==15.12-0+deb12u2
libpq5:amd64==15.10-0+deb12u1 | libpq5:amd64==15.12-0+deb12u2
librabbitmq4:amd64==0.11.0-1+b1 | librabbitmq4:amd64==0.11.0-1+deb12u1
libsvn1:amd64==1.14.2-4+b2 | libsvn1:amd64==1.14.2-4+deb12u1
libsystemd0:amd64==252.33-1~deb12u1 | libsystemd0:amd64==252.36-1~deb12u1
libtasn1-6:amd64==4.19.0-2 | libtasn1-6:amd64==4.19.0-2+deb12u1
libudev1:amd64==252.33-1~deb12u1 | libudev1:amd64==252.36-1~deb12u1
libxslt1-dev:amd64==1.1.35-1 | libxslt1-dev:amd64==1.1.35-1+deb12u1
libxslt1.1:amd64==1.1.35-1 | libxslt1.1:amd64==1.1.35-1+deb12u1
linux-libc-dev:amd64==6.1.124-1 | linux-libc-dev:amd64==6.1.129-1
mariadb-common==1:10.11.6-0+deb12u1 | mariadb-common==1:10.11.11-0+deb12u1
mercurial==6.3.2-1 | mercurial==6.3.2-1+deb12u1
mercurial-common==6.3.2-1 | mercurial-common==6.3.2-1+deb12u1
openssh-client==1:9.2p1-2+deb12u4 | openssh-client==1:9.2p1-2+deb12u5
subversion==1.14.2-4+b2 | subversion==1.14.2-4+deb12u1
tzdata==2024b-0+deb12u1 | tzdata==2025b-0+deb12u1
wget==1.21.3-1+b2 | wget==1.21.3-1+deb12u1
xz-utils==5.4.1-0.2 | xz-utils==5.4.1-1
== Comparing printenv | sort ==
BUILD_DATE=20250219-122512 | BUILD_DATE=20250408-210127
GIT_COMMIT=a0906f3cd6ccec655800f0598bc64337675d10b4 | GIT_COMMIT=f48df1d9dc484870ad98f3b7e2de9b2e6eef3173
HOSTNAME=15e86011ad31 | HOSTNAME=c0e62f728a8a