Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v166 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v166
Digest: 88ea088ba6fc9745682cc814ed2ad99a7f3027d7f93283585d078d9b75ce627b
== Comparing pip list --format=freeze ==
absl-py==2.3.1 | absl-py==2.4.0
astroid==4.0.3 | astroid==4.0.4
async-lru==2.0.5 | async-lru==2.1.0
babel==2.17.0 | babel==2.18.0
black==26.1a1 | black==26.1.0
blinker==1.9.0 <
bz2file==0.98 <
> dataclasses-json==0.6.7
debugpy==1.8.19 | debugpy==1.8.20
dopamine-rl==3.0.1 | einops==0.8.2
einops==0.8.1 <
filelock==3.20.3 | filelock==3.24.2
Flask==3.1.2 <
flax==0.12.2 | flax==0.12.3
fsspec==2026.1.0 | fsspec==2026.2.0
future==1.0.0 <
gevent==25.9.1 <
google-api-core==2.29.0 <
google-api-python-client==2.188.0 <
google-auth==2.47.0 <
google-auth-httplib2==0.3.0 <
googleapis-common-protos==1.72.0 | googleapis-common-protos==1.56.1
greenlet==3.3.0 | grpcio==1.78.0
grpcio==1.76.0 <
gunicorn==23.0.0 <
hf-xet==1.2.1rc0 | hf-xet==1.3.0b0
httplib2==0.31.1 <
huggingface-hub==0.36.0 | huggingface_hub==0.36.2
immutabledict==4.2.2 | immutabledict==4.3.1
ipykernel==7.2.0a0 | ipykernel==7.2.0
ipython==9.9.0 | ipython==9.10.0
itsdangerous==2.2.0 | jax==0.9.0.1
jax==0.8.2 | jaxlib==0.9.0.1
jaxlib==0.8.2 | jaxtyping==0.3.9
jaxtyping==0.3.5 <
jupyter_server_terminals==0.5.3 | jupyter_server_terminals==0.5.4
kagglehub==0.4.0 | kagglehub==1.0.0
kagglesdk==0.1.14 | kagglesdk==0.1.15
keras==3.13.0 | keras==3.13.2
keras-hub==0.19.0 | keras-hub==0.26.0
keras-nlp==0.19.0 | keras-nlp==0.26.0
kfac==0.2.0 <
Markdown==3.10 | Markdown==3.10.2
> marshmallow==3.26.2
mesh-tensorflow==0.1.21 <
multidict==6.7.0 | multidict==6.7.1
nbconvert==7.16.6 | nbconvert==7.17.0
numba==0.63.0b1 | numba==0.64.0rc1
numpy==2.4.1 | numpy==2.3.5
oauth2client==4.1.3 <
opencv-python==4.11.0.86 | opencv-python==4.13.0.92
opencv-python-headless==4.11.0.86 | opencv-python-headless==4.13.0.92
optax==0.2.6 | optax==0.2.7
orbax-checkpoint==0.11.31 | orbax-checkpoint==0.11.32
packaging==26.0rc2 | orbax-export==0.0.8
pandas==3.0.0rc1 | packaging==26.0
> pandas==3.0.0
parso==0.8.5 | parso==0.8.6
pathspec==1.0.3 | pathspec==1.0.4
> perfetto==0.16.0
pillow==12.1.0 | pillow==12.1.1
platformdirs==4.5.1 | platformdirs==4.9.2
prometheus_client==0.24.0 | prometheus_client==0.24.1
proto-plus==1.27.0 | protobuf==7.34.0rc2
protobuf==6.33.4 | psutil==7.2.2
psutil==7.2.1 <
pyarrow==22.0.0 | pyarrow==23.0.1
pyasn1==0.6.1 <
pyasn1_modules==0.4.2 <
pycparser==2.23 | pycparser==3.0
pyparsing==3.3.1 | pyparsing==3.3.2
pypng==0.20220715.0 <
pytokens==0.3.0 | pytokens==0.4.1
regex==2025.11.3 | regex==2026.1.15
rich==14.2.0 | rich==14.3.2
rsa==4.9.1 <
setuptools==80.9.0 | setuptools==82.0.0
simple-parsing==0.1.7 | simple-parsing==0.1.8
simsimd==6.5.12 | simsimd==6.5.13
soupsieve==2.8.1 | soupsieve==2.8.3
tenacity==9.1.2 | tenacity==9.1.4
tensor2tensor==1.14.0 <
tensorflow-gan==2.1.0 <
tensorflow-metadata==1.17.3 | tensorflow-metadata==0.5.0
tensorstore==0.1.80 | tensorflow-text==2.20.0
> tensorstore==0.1.81
tfp-nightly==0.26.0.dev20260114 | tfp-nightly==0.26.0.dev20260217
tqdm==4.67.1 | tqdm==4.67.3
trax==1.2.4 | trax==1.4.1
> typing-inspect==0.9.0
uritemplate==4.2.0 <
wcwidth==0.2.14 | wcwidth==0.6.0
wheel==0.45.1 | wheel==0.46.3
wrapt==2.0.1 | wrapt==2.1.1
zope.event==6.1 <
zope.interface==8.2 <
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
imagemagick==8:7.1.1.43+dfsg1-1+deb13u4 | imagemagick==8:7.1.1.43+dfsg1-1+deb13u5
imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u4 | imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u5
imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u4 | imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u5
libmagickcore-7-arch-config:amd64==8:7.1.1.43+dfsg1-1+deb13u4 | libmagickcore-7-arch-config:amd64==8:7.1.1.43+dfsg1-1+deb13u5
libmagickcore-7-headers==8:7.1.1.43+dfsg1-1+deb13u4 | libmagickcore-7-headers==8:7.1.1.43+dfsg1-1+deb13u5
libmagickcore-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u4 | libmagickcore-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u5
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+deb13u4 | libmagickcore-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u5
libmagickcore-dev==8:7.1.1.43+dfsg1-1+deb13u4 | libmagickcore-dev==8:7.1.1.43+dfsg1-1+deb13u5
libmagickwand-7-headers==8:7.1.1.43+dfsg1-1+deb13u4 | libmagickwand-7-headers==8:7.1.1.43+dfsg1-1+deb13u5
libmagickwand-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u4 | libmagickwand-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u5
libmagickwand-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u4 | libmagickwand-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u5
libmagickwand-dev==8:7.1.1.43+dfsg1-1+deb13u4 | libmagickwand-dev==8:7.1.1.43+dfsg1-1+deb13u5
libssl-dev:amd64==3.5.4-1~deb13u1 | libssl-dev:amd64==3.5.4-1~deb13u2
libssl3t64:amd64==3.5.4-1~deb13u1 | libssl3t64:amd64==3.5.4-1~deb13u2
openssl==3.5.4-1~deb13u1 | openssl==3.5.4-1~deb13u2
openssl-provider-legacy==3.5.4-1~deb13u1 | openssl-provider-legacy==3.5.4-1~deb13u2
== Comparing printenv | sort ==
BUILD_DATE=20260114-122508 | BUILD_DATE=20260217-122508
GIT_COMMIT=0c165a3509dc251c5fedd305ffd71cf4e1d718f0 | GIT_COMMIT=eb7204008d3d05708dd06d89dadb58c3aa4eb07c
HOSTNAME=ca5136536195 | HOSTNAME=f366b5d40dda
v166 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v166
Digest: 8e1d0eac7818e5ba071869c2511481b4d34bc930b72caf8a7a3c32a51a508520
== Comparing pip list --format=freeze ==
a2a-sdk==0.3.22 | a2a-sdk==0.3.23
absolufy-imports==0.3.1 | accelerate==1.12.0
accelerate==1.11.0 | access==1.1.10.post3
> affine==2.4.0
alembic==1.17.0 | alembic==1.18.1
anywidget==0.9.18 | anywidget==0.9.21
> apsw==3.51.2.0
> apswutils==0.1.2
array_record==0.8.1 | array_record==0.8.3
astropy==7.1.1 | astropy==7.2.0
astropy-iers-data==0.2025.10.20.0.39.8 | astropy-iers-data==0.2026.1.12.0.42.13
audioread==3.0.1 | audioread==3.1.0
Authlib==1.6.5 | Authlib==1.6.6
beartype==0.22.2 | beartype==0.22.9
betterproto==2.0.0b7 | betterproto==2.0.0b6
bigframes==2.26.0 | bigframes==2.31.0
black==25.12.0 | black==26.1.0
bleach==6.2.0 | bleach==6.3.0
blis==1.3.0 | blis==1.3.3
blosc2==3.10.2 | blosc2==3.12.2
boto3==1.42.27 | boto3==1.42.50
botocore==1.42.27 | botocore==1.42.50
Brotli==1.1.0 | brotli==1.2.0
build==1.3.0 | build==1.4.0
CacheControl==0.14.3 | CacheControl==0.14.4
cachetools==5.5.2 | cachetools==6.2.4
Chessnut==0.4.1 <
cloudpickle==3.1.1 | cloudpickle==3.1.2
cmake==3.31.6 | cmake==3.31.10
cmdstanpy==1.2.5 | cmdstanpy==1.3.0
coverage==7.13.1 | coverage==7.13.4
cryptography==46.0.3 | cryptography==43.0.3
cuda-python==12.6.2.post1 | cuda-bindings==12.9.5
cudf-cu12==25.6.0 | cuda-core==0.3.2
cudf-polars-cu12==25.6.0 | cuda-pathfinder==1.3.3
> cuda-python==12.9.5
> cuda-toolkit==12.9.1
> cudf-cu12==25.10.0
> cudf-polars-cu12==25.10.0
cuml-cu12==25.6.0 | cuml-cu12==25.10.0
cupy-cuda12x==13.3.0 | cupy-cuda12x==13.6.0
curl_cffi==0.13.0 | curl_cffi==0.14.0
cuvs-cu12==25.6.1 <
cymem==2.0.11 | cymem==2.0.13
daal==2025.10.0 | daal==2025.10.1
dask==2025.5.0 | dask==2025.9.1
dask-cuda==25.6.0 | dask-cuda==25.10.0
dask-cudf-cu12==25.6.0 | dask-cudf-cu12==25.10.0
dataproc-spark-connect==0.8.3 | dataproc-spark-connect==1.0.1
datasets==4.4.2 | datasets==4.0.0
db-dtypes==1.4.3 | db-dtypes==1.5.0
diffusers==0.35.2 | deprecation==2.1.0
dill==0.4.0 | diffusers==0.36.0
> dill==0.3.8
distributed==2025.5.0 | distributed==2025.9.1
distributed-ucxx-cu12==0.44.0 | distributed-ucxx-cu12==0.46.0
> esda==2.8.1
fastai==2.8.4 | fastai==2.8.6
fastcore==1.11.3 | fastcore==1.12.14
fastgit==0.0.1 | fastgit==0.0.2
fastprogress==1.0.3 | fastlite==0.2.4
> fastprogress==1.1.3
ffmpy==0.6.3 | ffmpy==1.0.0
flatbuffers==25.9.23 | flatbuffers==25.12.19
flax==0.10.7 | flax==0.11.2
fonttools==4.60.1 | fonttools==4.61.1
frozendict==2.4.6 | frozendict==2.4.7
fsspec==2025.10.0 | fsspec==2025.3.0
gast==0.6.0 | gast==0.7.0
gdown==5.2.0 | gdown==5.2.1
geopandas==1.1.1 | geopandas==1.1.2
ghapi==1.0.8 | ghapi==1.0.10
> giddy==2.3.8
GitPython==3.1.45 | GitPython==3.1.46
google==2.0.3 | google==3.0.0
google-adk==1.22.1 | google-adk==1.21.0
google-api-core==2.26.0 | google-api-core==2.29.0
google-api-python-client==2.185.0 | google-api-python-client==2.188.0
google-auth==2.47.0 | google-auth==2.43.0
google-auth-httplib2==0.2.0 | google-auth-httplib2==0.3.0
google-cloud-aiplatform==1.133.0 | google-cloud-aiplatform==1.130.0
google-cloud-appengine-logging==1.7.0 | google-cloud-appengine-logging==1.8.0
google-cloud-bigquery==3.38.0 | google-cloud-bigquery==3.40.0
google-cloud-bigquery-connection==1.19.0 | google-cloud-bigquery-connection==1.20.0
google-cloud-bigtable==2.33.0 | google-cloud-bigtable==2.35.0
google-cloud-core==2.4.3 | google-cloud-core==2.5.0
google-cloud-dataproc==5.23.0 | google-cloud-dataproc==5.24.0
google-cloud-datastore==2.21.0 | google-cloud-datastore==2.23.0
google-cloud-firestore==2.21.0 | google-cloud-firestore==2.23.0
google-cloud-functions==1.21.0 | google-cloud-functions==1.22.0
google-cloud-language==2.18.0 | google-cloud-language==2.19.0
google-cloud-logging==3.12.1 | google-cloud-logging==3.13.0
google-cloud-monitoring==2.28.0 | google-cloud-monitoring==2.29.0
google-cloud-pubsub==2.34.0 | google-cloud-resource-manager==1.16.0
google-cloud-resource-manager==1.15.0 | google-cloud-secret-manager==2.26.0
google-cloud-secret-manager==2.25.0 | google-cloud-spanner==3.62.0
google-cloud-spanner==3.58.0 | google-cloud-speech==2.36.0
google-cloud-speech==2.34.0 | google-cloud-storage==3.8.0
google-cloud-storage==2.19.0 | google-cloud-trace==1.18.0
google-cloud-trace==1.17.0 | google-cloud-translate==3.24.0
google-cloud-translate==3.12.1 | google-cloud-videointelligence==2.18.0
google-cloud-videointelligence==2.17.0 | google-cloud-vision==3.12.1
google-cloud-vision==3.11.0 <
google-crc32c==1.7.1 | google-crc32c==1.8.0
google-genai==1.57.0 | google-genai==1.55.0
google-generativeai==0.8.5 | google-generativeai==0.8.6
google-resumable-media==2.7.2 | google-resumable-media==2.8.0
googleapis-common-protos==1.71.0 | googleapis-common-protos==1.72.0
gradio==5.49.1 | gradio==5.50.0
gradio_client==1.13.3 | gradio_client==1.14.0
> grain==0.2.15
greenlet==3.2.4 | greenlet==3.3.0
grpcio==1.75.1 | grpcio==1.76.0
gym==0.25.2 | gym==0.26.2
gymnasium==0.29.0 | gymnasium==1.2.0
> gymnax==0.0.8
h5netcdf==1.7.2 | h5netcdf==1.8.0
hdbscan==0.8.40 | hdbscan==0.8.41
hf-xet==1.2.1rc0 | hf-xet==1.2.0
highspy==1.11.0 | highspy==1.12.0
holidays==0.82 | holidays==0.88
holoviews==1.21.0 | holoviews==1.22.1
httplib2==0.31.0 | httplib2==0.31.1
> httptools==0.7.1
huggingface-hub==0.36.0 | huggingface_hub==1.4.1
humanize==4.14.0 | humanize==4.15.0
id==1.5.0 | id==1.6.1
imageio==2.37.0 | ImageIO==2.37.2
imbalanced-learn==0.14.0 | imbalanced-learn==0.14.1
importlib_metadata==8.7.0 | importlib_metadata==8.7.1
> inequality==1.1.2
intel-cmplr-lib-ur==2025.2.1 | intel-cmplr-lib-ur==2025.3.1
intel-openmp==2025.2.1 | intel-openmp==2025.3.1
ipympl==0.9.8 | ipympl==0.10.0
jaraco.context==6.0.1 | jaraco.context==6.1.0
jaraco.functools==4.3.0 | jaraco.functools==4.4.0
jmespath==1.0.1 | jmespath==1.1.0
jsonschema==4.25.1 | jsonschema==4.26.0
jupyter_server_terminals==0.5.3 | jupyter_server_terminals==0.5.4
jupyterlab_widgets==3.0.15 | jupyterlab_widgets==3.0.16
jupytext==1.17.3 | jupytext==1.18.1
kaggle==1.7.4.5 | kaggle==2.0.0
kaggle-environments==1.18.0 | kaggle-environments==1.27.0
kagglehub==0.4.0 | kagglehub==1.0.0
kagglesdk==0.1.14 | kagglesdk==0.1.15
keyring==25.6.0 | keyring==25.7.0
langchain==0.3.27 | langchain==1.2.4
langchain-core==0.3.79 | langchain-core==1.2.7
langchain-text-splitters==0.3.11 | langgraph==1.0.6
langcodes==3.5.0 | langgraph-checkpoint==4.0.0
> langgraph-prebuilt==1.0.6
> langgraph-sdk==0.3.3
langsmith==0.4.37 | langsmith==0.6.4
language_data==1.3.0 | lark==1.3.1
lark==1.3.0 <
libcudf-cu12==25.6.0 | libcudf-cu12==25.10.0
libcugraph-cu12==25.6.0 | libcugraph-cu12==25.10.1
libcuml-cu12==25.6.0 | libcuml-cu12==25.10.0
libcuvs-cu12==25.6.1 | libkvikio-cu12==25.10.0
libkvikio-cu12==25.6.0 | libpysal==4.14.1
libpysal==4.9.2 | libraft-cu12==25.10.0
libraft-cu12==25.6.0 | librmm-cu12==25.10.0
librmm-cu12==25.6.0 <
libucx-cu12==1.18.1 | libucx-cu12==1.19.0
libucxx-cu12==0.44.0 | libucxx-cu12==0.46.0
line_profiler==5.0.0 | line_profiler==5.0.1
litellm==1.80.16 | litellm==1.81.13
logical-unification==0.4.6 | logical-unification==0.4.7
lxml==5.4.0 | lxml==6.0.2
marisa-trie==1.3.1 | mapclassify==2.10.0
Markdown==3.9 | Markdown==3.10
matplotlib-inline==0.1.7 | matplotlib-inline==0.2.1
mcp==1.18.0 | mcp==1.25.0
> mgwr==2.2.1
mkl==2025.2.0 | mkl==2025.3.0
ml_dtypes==0.5.3 | ml_dtypes==0.5.4
> mmh3==5.2.0
> momepy==0.11.0
multiprocess==0.70.18 | multiprocess==0.70.16
murmurhash==1.0.13 | murmurhash==1.0.15
music21==9.3.0 | music21==9.9.1
narwhals==2.9.0 | narwhals==2.15.0
nbdev==2.4.10 | nbdev==3.0.12
ndindex==1.10.0 | ndindex==1.10.1
networkx==3.5 | networkx==3.6.1
nibabel==5.3.2 | nibabel==5.3.3
nilearn==0.13.0 | nilearn==0.13.1
nltk==3.9.2 | nltk==3.9.1
numba-cuda==0.11.0 | numba-cuda==0.19.2rc0
> nvidia-cuda-cccl-cu12==12.9.27
nvidia-ml-py==12.575.51 | nvidia-ml-py==13.590.44
nvidia-nccl-cu12==2.27.3 | nvidia-nccl-cu12==2.27.5
nvidia-nvshmem-cu12==3.4.5 | nvidia-nvshmem-cu12==3.3.20
n...
v166 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v166
Digest: 7db1f74dc3b564b82a2bffc8d32d503c79b0f00e2c96c0a772ee0607b741d0b0
== Comparing pip list --format=freeze ==
a2a-sdk==0.3.22 | a2a-sdk==0.3.23
absolufy-imports==0.3.1 | accelerate==1.12.0
accelerate==1.11.0 | access==1.1.10.post3
> affine==2.4.0
alembic==1.17.0 | alembic==1.18.1
anywidget==0.9.18 | anywidget==0.9.21
> apsw==3.51.2.0
> apswutils==0.1.2
array_record==0.8.1 | array_record==0.8.3
astropy==7.1.1 | astropy==7.2.0
astropy-iers-data==0.2025.10.20.0.39.8 | astropy-iers-data==0.2026.1.12.0.42.13
audioread==3.0.1 | audioread==3.1.0
Authlib==1.6.5 | Authlib==1.6.6
beartype==0.22.2 | beartype==0.22.9
betterproto==2.0.0b7 | betterproto==2.0.0b6
bigframes==2.26.0 | bigframes==2.31.0
black==25.12.0 | black==26.1.0
bleach==6.2.0 | bleach==6.3.0
blis==1.3.0 | blis==1.3.3
blosc2==3.10.2 | blosc2==3.12.2
boto3==1.42.27 | boto3==1.42.50
botocore==1.42.27 | botocore==1.42.50
Brotli==1.1.0 | brotli==1.2.0
build==1.3.0 | build==1.4.0
CacheControl==0.14.3 | CacheControl==0.14.4
cachetools==5.5.2 | cachetools==6.2.4
Chessnut==0.4.1 <
cloudpickle==3.1.1 | cloudpickle==3.1.2
cmake==3.31.6 | cmake==3.31.10
cmdstanpy==1.2.5 | cmdstanpy==1.3.0
coverage==7.13.1 | coverage==7.13.4
cryptography==46.0.3 | cryptography==43.0.3
cuda-python==12.6.2.post1 <
cudf-cu12==25.6.0 <
cudf-polars-cu12==25.6.0 <
cuml-cu12==25.6.0 | curl_cffi==0.14.0
cupy-cuda12x==13.3.0 <
curl_cffi==0.13.0 <
cuvs-cu12==25.6.1 <
cymem==2.0.11 | cymem==2.0.13
daal==2025.10.0 | daal==2025.10.1
dask==2025.5.0 | dask==2025.12.0
dask-cuda==25.6.0 <
dask-cudf-cu12==25.6.0 <
dataproc-spark-connect==0.8.3 | dataproc-spark-connect==1.0.1
datasets==4.4.2 | datasets==4.0.0
db-dtypes==1.4.3 | db-dtypes==1.5.0
diffusers==0.35.2 | deprecation==2.1.0
dill==0.4.0 | diffusers==0.36.0
> dill==0.3.8
distributed==2025.5.0 <
distributed-ucxx-cu12==0.44.0 <
> esda==2.8.1
fastai==2.8.4 | fastai==2.8.6
fastcore==1.11.3 | fastcore==1.12.14
fastgit==0.0.1 | fastgit==0.0.2
fastprogress==1.0.3 | fastlite==0.2.4
fastrlock==0.8.3 | fastprogress==1.1.3
ffmpy==0.6.3 | ffmpy==1.0.0
flatbuffers==25.9.23 | flatbuffers==25.12.19
flax==0.10.7 | flax==0.11.2
fonttools==4.60.1 | fonttools==4.61.1
frozendict==2.4.6 | frozendict==2.4.7
fsspec==2025.10.0 | fsspec==2025.3.0
gast==0.6.0 | gast==0.7.0
gdown==5.2.0 | gdown==5.2.1
geopandas==1.1.1 | geopandas==1.1.2
ghapi==1.0.8 | ghapi==1.0.10
> giddy==2.3.8
GitPython==3.1.45 | GitPython==3.1.46
google==2.0.3 | google==3.0.0
google-adk==1.22.1 | google-adk==1.21.0
google-api-core==2.26.0 | google-api-core==2.29.0
google-api-python-client==2.185.0 | google-api-python-client==2.188.0
google-auth==2.47.0 | google-auth==2.43.0
google-auth-httplib2==0.2.0 | google-auth-httplib2==0.3.0
google-cloud-aiplatform==1.133.0 | google-cloud-aiplatform==1.130.0
google-cloud-appengine-logging==1.7.0 | google-cloud-appengine-logging==1.8.0
google-cloud-bigquery==3.38.0 | google-cloud-bigquery==3.40.0
google-cloud-bigquery-connection==1.19.0 | google-cloud-bigquery-connection==1.20.0
google-cloud-bigtable==2.33.0 | google-cloud-bigtable==2.35.0
google-cloud-core==2.4.3 | google-cloud-core==2.5.0
google-cloud-dataproc==5.23.0 | google-cloud-dataproc==5.24.0
google-cloud-datastore==2.21.0 | google-cloud-datastore==2.23.0
google-cloud-firestore==2.21.0 | google-cloud-firestore==2.23.0
google-cloud-functions==1.21.0 | google-cloud-functions==1.22.0
google-cloud-language==2.18.0 | google-cloud-language==2.19.0
google-cloud-logging==3.12.1 | google-cloud-logging==3.13.0
google-cloud-monitoring==2.28.0 | google-cloud-monitoring==2.29.0
google-cloud-pubsub==2.34.0 | google-cloud-resource-manager==1.16.0
google-cloud-resource-manager==1.15.0 | google-cloud-secret-manager==2.26.0
google-cloud-secret-manager==2.25.0 | google-cloud-spanner==3.62.0
google-cloud-spanner==3.58.0 | google-cloud-speech==2.36.0
google-cloud-speech==2.34.0 | google-cloud-storage==3.8.0
google-cloud-storage==2.19.0 | google-cloud-trace==1.18.0
google-cloud-trace==1.17.0 | google-cloud-translate==3.24.0
google-cloud-translate==3.12.1 | google-cloud-videointelligence==2.18.0
google-cloud-videointelligence==2.17.0 | google-cloud-vision==3.12.1
google-cloud-vision==3.11.0 <
google-crc32c==1.7.1 | google-crc32c==1.8.0
google-genai==1.57.0 | google-genai==1.55.0
google-generativeai==0.8.5 | google-generativeai==0.8.6
google-resumable-media==2.7.2 | google-resumable-media==2.8.0
googleapis-common-protos==1.71.0 | googleapis-common-protos==1.72.0
gradio==5.49.1 | gradio==5.50.0
gradio_client==1.13.3 | gradio_client==1.14.0
> grain==0.2.15
greenlet==3.2.4 | greenlet==3.3.0
grpcio==1.75.1 | grpcio==1.76.0
gym==0.25.2 | gym==0.26.2
gymnasium==0.29.0 | gymnasium==1.2.0
> gymnax==0.0.8
h5netcdf==1.7.2 | h5netcdf==1.8.0
hdbscan==0.8.40 | hdbscan==0.8.41
hf-xet==1.2.1rc0 | hf-xet==1.2.0
highspy==1.11.0 | highspy==1.12.0
holidays==0.82 | holidays==0.88
holoviews==1.21.0 | holoviews==1.22.1
httplib2==0.31.0 | httplib2==0.31.1
> httptools==0.7.1
huggingface-hub==0.36.0 | huggingface_hub==1.4.1
humanize==4.14.0 | humanize==4.15.0
id==1.5.0 | id==1.6.1
imageio==2.37.0 | ImageIO==2.37.2
imbalanced-learn==0.14.0 | imbalanced-learn==0.14.1
importlib_metadata==8.7.0 | importlib_metadata==8.7.1
> inequality==1.1.2
intel-cmplr-lib-ur==2025.2.1 | intel-cmplr-lib-ur==2025.3.1
intel-openmp==2025.2.1 | intel-openmp==2025.3.1
ipympl==0.9.8 | ipympl==0.10.0
jaraco.context==6.0.1 | jaraco.context==6.1.0
jaraco.functools==4.3.0 | jaraco.functools==4.4.0
jax-cuda12-pjrt==0.7.2 <
jax-cuda12-plugin==0.7.2 <
jmespath==1.0.1 | jmespath==1.1.0
jsonschema==4.25.1 | jsonschema==4.26.0
jupyter_server_terminals==0.5.3 | jupyter_server_terminals==0.5.4
jupyterlab_widgets==3.0.15 | jupyterlab_widgets==3.0.16
jupytext==1.17.3 | jupytext==1.18.1
kaggle==1.7.4.5 | kaggle==2.0.0
kaggle-environments==1.18.0 | kaggle-environments==1.27.0
kagglehub==0.4.0 | kagglehub==1.0.0
kagglesdk==0.1.14 | kagglesdk==0.1.15
keyring==25.6.0 | keyring==25.7.0
langchain==0.3.27 | langchain==1.2.4
langchain-core==0.3.79 | langchain-core==1.2.7
langchain-text-splitters==0.3.11 | langgraph==1.0.6
langcodes==3.5.0 | langgraph-checkpoint==4.0.0
> langgraph-prebuilt==1.0.6
> langgraph-sdk==0.3.3
langsmith==0.4.37 | langsmith==0.6.4
language_data==1.3.0 | lark==1.3.1
lark==1.3.0 <
libcudf-cu12==25.6.0 | libpysal==4.14.1
libcugraph-cu12==25.6.0 <
libcuml-cu12==25.6.0 <
libcuvs-cu12==25.6.1 <
libkvikio-cu12==25.6.0 <
libpysal==4.9.2 <
libraft-cu12==25.6.0 <
librmm-cu12==25.6.0 <
libucx-cu12==1.18.1 <
libucxx-cu12==0.44.0 <
line_profiler==5.0.0 | line_profiler==5.0.1
litellm==1.80.16 | litellm==1.81.13
logical-unification==0.4.6 | logical-unification==0.4.7
lxml==5.4.0 | lxml==6.0.2
marisa-trie==1.3.1 | mapclassify==2.10.0
Markdown==3.9 | Markdown==3.10
matplotlib-inline==0.1.7 | matplotlib-inline==0.2.1
mcp==1.18.0 | mcp==1.25.0
> mgwr==2.2.1
mkl==2025.2.0 | mkl==2025.3.0
ml_dtypes==0.5.3 | ml_dtypes==0.5.4
> mmh3==5.2.0
> momepy==0.11.0
multiprocess==0.70.18 | multiprocess==0.70.16
murmurhash==1.0.13 | murmurhash==1.0.15
music21==9.3.0 | music21==9.9.1
narwhals==2.9.0 | narwhals==2.15.0
nbdev==2.4.10 | nbdev==3.0.12
ndindex==1.10.0 | ndindex==1.10.1
networkx==3.5 | networkx==3.6.1
nibabel==5.3.2 | nibabel==5.3.3
nilearn==0.13.0 | nilearn==0.13.1
nltk==3.9.2 | nltk==3.9.1
numba-cuda==0.11.0 <
nvidia-cublas-cu12==12.6.4.1 | nvidia-nccl-cu12==2.29.2
nvidia-cuda-cupti-cu12==12.6.80 <
nvidia-cuda-nvcc-cu12==12.5.82 <
nvidia-cuda-nvrtc-cu12==12.6.77 <
nvidia-cuda-runtime-cu12==12.6.77 <
nvidia-cudnn-cu12==9.10.2.21 <
nvidia-cufft-cu12==11.3.0.4 <
nvidia-cufile-cu12==1.11.1.6 <
nvidia-curand-cu12==10.3.7.77 <
nvidia-cusolver-cu12==11.7.1.2 <
nvidia-cusparse-cu12==12.5.4.2 <
nvidia-cusparselt-cu12==0.7.1 <
nvidia-ml-py==12.575.51 <
nvidia-nccl-cu12==2.27.3 <
nvidia-nvjitlink-cu12==12.6.85 <
nvidia-nvshmem-cu12==3.4.5 <
nvidia-nvtx-cu12==12.6...
v165 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v165
== Comparing pip list --format=freeze ==
> a2a-sdk==0.3.22
aiohttp==3.13.2 | aiohttp==3.13.3
aiosqlite==0.22.0 | aiosqlite==0.22.1
alembic==1.4.3 | alembic==1.17.0
> annotated-doc==0.0.4
anyio==4.12.0 | anyio==4.12.1
async-generator==1.10 <
autopage==0.5.2 <
bayesian-optimization==3.1.0 | bayesian-optimization==3.2.0
boto3==1.42.10 | boto3==1.42.27
botocore==1.42.10 | botocore==1.42.27
certifi==2025.11.12 | certifi==2026.1.4
cliff==4.13.0 <
cloud-sql-python-connector==1.19.0 <
clu==0.0.12 <
cmaes==0.12.0 <
cmd2==2.7.0 <
coverage==7.13.0 | coverage==7.13.1
datasets==4.4.1 | datasets==4.4.2
durationpy==0.10 <
execnb==0.1.15 | execnb==0.1.18
fastapi==0.119.1 | fastapi==0.123.10
fastcore==1.8.13 | fastcore==1.11.3
> fastgit==0.0.1
> fastuuid==0.14.0
filelock==3.20.1 | filelock==3.20.3
gemma==3.3.0 <
google-adk==0.0.1 | google-adk==1.22.1
google-auth==2.38.0 | google-auth==2.47.0
google-cloud-aiplatform==1.121.0 | google-cloud-aiplatform==1.133.0
> google-cloud-pubsub==2.34.0
google-genai==1.45.0 | google-genai==1.57.0
grain==0.2.15 <
jaxtyping==0.3.4 <
jiter==0.11.1 | jiter==0.10.0
json5==0.12.1 | json5==0.13.0
kagglehub==0.3.13 | kagglehub==0.4.0
kauldron==1.3.0 | kagglesdk==0.1.14
kubernetes==33.1.0 <
> litellm==1.80.16
marshmallow==3.26.1 | marshmallow==3.26.2
mediapy==1.2.4 <
nbdev==2.4.6 | nbdev==2.4.10
nilearn==0.12.1 | nilearn==0.13.0
onnx==1.20.0 | onnx==1.20.1
open_spiel==1.6.10 | open_spiel==1.6.11
openai==1.109.1 | openai==2.15.0
openslide-bin==4.0.0.10 | openslide-bin==4.0.0.11
opentelemetry-exporter-gcp-logging==1.10.0a0 | opentelemetry-exporter-gcp-logging==1.11.0a0
optuna==2.10.1 | optuna==4.6.0
packaging==25.0 | packaging==26.0rc2
pathspec==0.12.1 | pathspec==1.0.3
pymongo==4.15.5 | pymongo==4.16.0
pypdf==6.4.2 | pypdf==6.6.0
python-editor==1.0.4 <
ray==2.52.1 | ray==2.53.0
rich-argparse==1.7.2 <
> rouge_score==0.1.2
> ruamel.yaml==0.19.1
SQLAlchemy==1.2.19 | SQLAlchemy==2.0.44
starlette==0.48.0 | starlette==0.50.0
stevedore==5.6.0 <
tenacity==8.5.0 | tenacity==9.1.2
typer-slim==0.20.0 | typer-slim==0.21.1
tzdata==2025.3 | tzdata==2025.2
urllib3==2.6.2 | urllib3==2.6.3
urwid==3.0.4 | urwid==3.0.3
wadler_lindig==0.1.7 <
xmanager==0.7.1 | xvfbwrapper==0.2.18
xvfbwrapper==0.2.16 <
ydata-profiling==4.18.0 | ydata-profiling==4.18.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libglib2.0-0:amd64==2.72.4-0ubuntu2.6 | libglib2.0-0:amd64==2.72.4-0ubuntu2.7
libglib2.0-bin==2.72.4-0ubuntu2.6 | libglib2.0-bin==2.72.4-0ubuntu2.7
libglib2.0-dev:amd64==2.72.4-0ubuntu2.6 | libglib2.0-dev:amd64==2.72.4-0ubuntu2.7
libglib2.0-dev-bin==2.72.4-0ubuntu2.6 | libglib2.0-dev-bin==2.72.4-0ubuntu2.7
== Comparing printenv | sort ==
BUILD_DATE=20251216-024813 | BUILD_DATE=20260114-122511
GIT_COMMIT=e66d473c659d9803117457a1e172f9f54386d48b | GIT_COMMIT=0c165a3509dc251c5fedd305ffd71cf4e1d718f0
HOSTNAME=f980d844a8bb | HOSTNAME=e44f3b4fbd4c
v165 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v165
== Comparing pip list --format=freeze ==
aiohttp==3.13.2 | aiohttp==3.13.3
anyio==4.12.0 | anyio==4.12.1
astroid==4.0.2 | astroid==4.0.3
cachetools==6.2.4 | certifi==2026.1.4
certifi==2025.11.12 <
debugpy==1.8.18 | debugpy==1.8.19
dm-haiku==0.0.16.dev0 | dm-haiku==0.0.17.dev0
fastparquet==2024.11.0 | fastparquet==2025.12.0
filelock==3.20.0 | filelock==3.20.3
flatbuffers==25.9.23 | flatbuffers==25.12.19
flax==0.12.1 | flax==0.12.2
fsspec==2025.12.0 | fsspec==2026.1.0
google-api-core==2.28.1 | google-api-core==2.29.0
google-api-python-client==2.187.0 | google-api-python-client==2.188.0
google-auth==2.44.0 | google-auth==2.47.0
google-auth-httplib2==0.2.1 | google-auth-httplib2==0.3.0
httplib2==0.31.0 | httplib2==0.31.1
humanize==4.14.0 | humanize==4.15.0
importlib_metadata==8.7.0 | importlib_metadata==8.7.1
ipykernel==7.1.0 | ipykernel==7.2.0a0
ipython==9.8.0 | ipython==9.9.0
jax==0.8.1 | jax==0.8.2
jaxlib==0.8.1 | jaxlib==0.8.2
jaxtyping==0.3.4 | jaxtyping==0.3.5
json5==0.12.1 | json5==0.13.0
jsonschema==4.25.1 | jsonschema==4.26.0
jupyter_client==8.7.0 | jupyter_client==8.8.0
kagglehub==0.3.13 | kagglehub==0.4.0
keras==3.12.0 | kagglesdk==0.1.14
> keras==3.13.0
mistune==3.1.4 | mistune==3.2.0
nbclient==0.10.2 | nbclient==0.10.4
numpy==2.4.0rc1 | numpy==2.4.1
packaging==25.0 | packaging==26.0rc2
pandas==3.0.0rc0 | pandas==3.0.0rc1
pathspec==0.12.1 | pathspec==1.0.3
pillow==12.0.0 | pillow==12.1.0
prometheus_client==0.23.1 | prometheus_client==0.24.0
proto-plus==1.26.1 | proto-plus==1.27.0
protobuf==6.33.2 | protobuf==6.33.4
psutil==7.1.3 | psutil==7.2.1
pyparsing==3.3.0b1 | pyparsing==3.3.1
qwix==0.1.4 | qwix==0.1.5
scipy==1.17.0rc1 | scipy==1.17.0
Send2Trash==1.8.3 | Send2Trash==2.1.0
simsimd==6.5.3 | simsimd==6.5.12
soupsieve==2.8 | soupsieve==2.8.1
stringzilla==4.5.1 | stringzilla==4.6.0
tensorflow-metadata==1.17.2 | tensorflow-metadata==1.17.3
termcolor==3.2.0 | termcolor==3.3.0
tfp-nightly==0.26.0.dev20251215 | tfp-nightly==0.26.0.dev20260114
timm==1.0.22 | timm==1.0.24
tokenizers==0.22.2rc0 | tokenizers==0.22.2
tomlkit==0.13.3 | tomlkit==0.14.0
tpu-info==0.8.0 | tpu-info==0.8.1
urllib3==2.6.2 | urllib3==2.6.3
Werkzeug==3.1.4 | Werkzeug==3.1.5
zope.interface==8.1.1 | zope.interface==8.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
at-spi2-common==2.56.2-1 | at-spi2-common==2.56.2-1+deb13u1
at-spi2-core==2.56.2-1 | at-spi2-core==2.56.2-1+deb13u1
base-files==13.8+deb13u2 | base-files==13.8+deb13u3
bash==5.2.37-2+b5 | bash==5.2.37-2+b7
comerr-dev:amd64==2.1-1.47.2-3+b3 | comerr-dev:amd64==2.1-1.47.2-3+b7
dirmngr==2.4.7-21+b3 | dirmngr==2.4.7-21+deb13u1+b1
gir1.2-glib-2.0:amd64==2.84.4-3~deb13u1 | gir1.2-glib-2.0:amd64==2.84.4-3~deb13u2
gir1.2-glib-2.0-dev:amd64==2.84.4-3~deb13u1 | gir1.2-glib-2.0-dev:amd64==2.84.4-3~deb13u2
girepository-tools:amd64==2.84.4-3~deb13u1 | girepository-tools:amd64==2.84.4-3~deb13u2
gnupg==2.4.7-21 | gnupg==2.4.7-21+deb13u1
gnupg-l10n==2.4.7-21 | gnupg-l10n==2.4.7-21+deb13u1
gpg==2.4.7-21+b3 | gpg==2.4.7-21+deb13u1+b1
gpg-agent==2.4.7-21+b3 | gpg-agent==2.4.7-21+deb13u1+b1
gpgconf==2.4.7-21+b3 | gpgconf==2.4.7-21+deb13u1+b1
gpgsm==2.4.7-21+b3 | gpgsm==2.4.7-21+deb13u1+b1
imagemagick==8:7.1.1.43+dfsg1-1+deb13u3 | imagemagick==8:7.1.1.43+dfsg1-1+deb13u4
imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u3 | imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u4
imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u3 | imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u4
libatk-bridge2.0-0t64:amd64==2.56.2-1 | libatk-bridge2.0-0t64:amd64==2.56.2-1+deb13u1
libatk1.0-0t64:amd64==2.56.2-1 | libatk1.0-0t64:amd64==2.56.2-1+deb13u1
libatspi2.0-0t64:amd64==2.56.2-1 | libatspi2.0-0t64:amd64==2.56.2-1+deb13u1
libc-bin==2.41-12 | libc-bin==2.41-12+deb13u1
libc-dev-bin==2.41-12 | libc-dev-bin==2.41-12+deb13u1
libc6:amd64==2.41-12 | libc6:amd64==2.41-12+deb13u1
libc6-dev:amd64==2.41-12 | libc6-dev:amd64==2.41-12+deb13u1
libcap2:amd64==1:2.75-10+b1 | libcap2:amd64==1:2.75-10+b3
libcom-err2:amd64==1.47.2-3+b3 | libcom-err2:amd64==1.47.2-3+b7
libgio-2.0-dev:amd64==2.84.4-3~deb13u1 | libgio-2.0-dev:amd64==2.84.4-3~deb13u2
libgio-2.0-dev-bin==2.84.4-3~deb13u1 | libgio-2.0-dev-bin==2.84.4-3~deb13u2
libgirepository-2.0-0:amd64==2.84.4-3~deb13u1 | libgirepository-2.0-0:amd64==2.84.4-3~deb13u2
libglib2.0-0t64:amd64==2.84.4-3~deb13u1 | libglib2.0-0t64:amd64==2.84.4-3~deb13u2
libglib2.0-bin==2.84.4-3~deb13u1 | libglib2.0-bin==2.84.4-3~deb13u2
libglib2.0-data==2.84.4-3~deb13u1 | libglib2.0-data==2.84.4-3~deb13u2
libglib2.0-dev:amd64==2.84.4-3~deb13u1 | libglib2.0-dev:amd64==2.84.4-3~deb13u2
libglib2.0-dev-bin==2.84.4-3~deb13u1 | libglib2.0-dev-bin==2.84.4-3~deb13u2
libgnutls-dane0t64:amd64==3.8.9-3 | libgnutls-dane0t64:amd64==3.8.9-3+deb13u1
libgnutls-openssl27t64:amd64==3.8.9-3 | libgnutls-openssl27t64:amd64==3.8.9-3+deb13u1
libgnutls28-dev:amd64==3.8.9-3 | libgnutls28-dev:amd64==3.8.9-3+deb13u1
libgnutls30t64:amd64==3.8.9-3 | libgnutls30t64:amd64==3.8.9-3+deb13u1
libmagickcore-7-arch-config:amd64==8:7.1.1.43+dfsg1-1+deb13u3 | libmagickcore-7-arch-config:amd64==8:7.1.1.43+dfsg1-1+deb13u4
libmagickcore-7-headers==8:7.1.1.43+dfsg1-1+deb13u3 | libmagickcore-7-headers==8:7.1.1.43+dfsg1-1+deb13u4
libmagickcore-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u3 | libmagickcore-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u4
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+deb13u3 | libmagickcore-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u4
libmagickcore-dev==8:7.1.1.43+dfsg1-1+deb13u3 | libmagickcore-dev==8:7.1.1.43+dfsg1-1+deb13u4
libmagickwand-7-headers==8:7.1.1.43+dfsg1-1+deb13u3 | libmagickwand-7-headers==8:7.1.1.43+dfsg1-1+deb13u4
libmagickwand-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u3 | libmagickwand-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u4
libmagickwand-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u3 | libmagickwand-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u4
libmagickwand-dev==8:7.1.1.43+dfsg1-1+deb13u3 | libmagickwand-dev==8:7.1.1.43+dfsg1-1+deb13u4
libmbedcrypto16:amd64==3.6.4-2 | libmbedcrypto16:amd64==3.6.5-0.1~deb13u1
libpng-dev:amd64==1.6.48-1 | libpng-dev:amd64==1.6.48-1+deb13u1
libpng16-16t64:amd64==1.6.48-1 | libpng16-16t64:amd64==1.6.48-1+deb13u1
libpq-dev==17.6-0+deb13u1 | libpq-dev==17.7-0+deb13u1
libpq5:amd64==17.6-0+deb13u1 | libpq5:amd64==17.7-0+deb13u1
libsodium23:amd64==1.0.18-1+b2 | libsodium23:amd64==1.0.18-1+deb13u1
linux-libc-dev==6.12.57-1 | linux-libc-dev==6.12.63-1
sq==1.3.1-2+b1 | sq==1.3.1-2+b2
sqv==1.3.0-3 | sqv==1.3.0-3+b2
== Comparing printenv | sort ==
BUILD_DATE=20251215-193646 | BUILD_DATE=20260114-122508
GIT_COMMIT=e4be308ff5e16f5b7fa7afd1b9263f08f02d7cce | GIT_COMMIT=0c165a3509dc251c5fedd305ffd71cf4e1d718f0
HOSTNAME=0567d5eb0d17 | HOSTNAME=c217b0639026
v165 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v165
== Comparing pip list --format=freeze ==
> a2a-sdk==0.3.22
aiohttp==3.13.2 | aiohttp==3.13.3
aiosqlite==0.22.0 | aiosqlite==0.22.1
alembic==1.4.3 | alembic==1.17.0
> annotated-doc==0.0.4
anyio==4.12.0 | anyio==4.12.1
async-generator==1.10 <
autopage==0.5.2 <
bayesian-optimization==3.1.0 | bayesian-optimization==3.2.0
boto3==1.42.10 | boto3==1.42.27
botocore==1.42.10 | botocore==1.42.27
certifi==2025.11.12 | certifi==2026.1.4
cliff==4.13.0 <
cloud-sql-python-connector==1.19.0 <
clu==0.0.12 <
cmaes==0.12.0 <
cmd2==2.7.0 <
coverage==7.13.0 | coverage==7.13.1
datasets==4.4.1 | datasets==4.4.2
durationpy==0.10 <
execnb==0.1.15 | execnb==0.1.18
fastapi==0.119.1 | fastapi==0.123.10
fastcore==1.8.13 | fastcore==1.11.3
> fastgit==0.0.1
> fastuuid==0.14.0
filelock==3.20.1 | filelock==3.20.3
gemma==3.3.0 <
google-adk==0.0.1 | google-adk==1.22.1
google-auth==2.38.0 | google-auth==2.47.0
google-cloud-aiplatform==1.121.0 | google-cloud-aiplatform==1.133.0
> google-cloud-pubsub==2.34.0
google-genai==1.45.0 | google-genai==1.57.0
grain==0.2.15 <
jaxtyping==0.3.4 <
jiter==0.11.1 | jiter==0.10.0
json5==0.12.1 | json5==0.13.0
kagglehub==0.3.13 | kagglehub==0.4.0
kauldron==1.3.0 | kagglesdk==0.1.14
kubernetes==33.1.0 <
> litellm==1.80.16
marshmallow==3.26.1 | marshmallow==3.26.2
mediapy==1.2.4 <
nbdev==2.4.6 | nbdev==2.4.10
nilearn==0.12.1 | nilearn==0.13.0
onnx==1.20.0 | onnx==1.20.1
open_spiel==1.6.10 | open_spiel==1.6.11
openai==1.109.1 | openai==2.15.0
openslide-bin==4.0.0.10 | openslide-bin==4.0.0.11
opentelemetry-exporter-gcp-logging==1.10.0a0 | opentelemetry-exporter-gcp-logging==1.11.0a0
optuna==2.10.1 | optuna==4.6.0
packaging==25.0 | packaging==26.0rc2
pathspec==0.12.1 | pathspec==1.0.3
pymongo==4.15.5 | pymongo==4.16.0
pypdf==6.4.2 | pypdf==6.6.0
python-editor==1.0.4 <
ray==2.52.1 | ray==2.53.0
rich-argparse==1.7.2 <
> rouge_score==0.1.2
> ruamel.yaml==0.19.1
SQLAlchemy==1.2.19 | SQLAlchemy==2.0.44
starlette==0.48.0 | starlette==0.50.0
stevedore==5.6.0 <
tenacity==8.5.0 | tenacity==9.1.2
typer-slim==0.20.0 | typer-slim==0.21.1
tzdata==2025.3 | tzdata==2025.2
urllib3==2.6.2 | urllib3==2.6.3
urwid==3.0.4 | urwid==3.0.3
wadler_lindig==0.1.7 <
xmanager==0.7.1 | xvfbwrapper==0.2.18
xvfbwrapper==0.2.16 <
ydata-profiling==4.18.0 | ydata-profiling==4.18.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libglib2.0-0:amd64==2.72.4-0ubuntu2.6 | libglib2.0-0:amd64==2.72.4-0ubuntu2.7
libglib2.0-bin==2.72.4-0ubuntu2.6 | libglib2.0-bin==2.72.4-0ubuntu2.7
libglib2.0-dev:amd64==2.72.4-0ubuntu2.6 | libglib2.0-dev:amd64==2.72.4-0ubuntu2.7
libglib2.0-dev-bin==2.72.4-0ubuntu2.6 | libglib2.0-dev-bin==2.72.4-0ubuntu2.7
== Comparing printenv | sort ==
BUILD_DATE=20251216-024758 | BUILD_DATE=20260114-122507
GIT_COMMIT=e66d473c659d9803117457a1e172f9f54386d48b | GIT_COMMIT=0c165a3509dc251c5fedd305ffd71cf4e1d718f0
HOSTNAME=ff283208b67c | HOSTNAME=bd8c7fb1277e
v164 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v164
== Comparing pip list --format=freeze ==
a2a-sdk==0.3.10 <
accelerate==1.9.0 | absolufy-imports==0.3.1
aiobotocore==2.25.1 | accelerate==1.11.0
aioitertools==0.12.0 <
aiosqlite==0.21.0 | aiosqlite==0.22.0
alembic==1.17.1 | alembic==1.4.3
annoy==1.17.3 <
anyio==4.11.0 | anyio==4.12.0
argon2-cffi-bindings==21.2.0 | argon2-cffi-bindings==25.1.0
array_record==0.7.2 | array_record==0.8.1
arviz==0.21.0 | arviz==0.22.0
astropy==7.1.0 | astropy==7.1.1
astropy-iers-data==0.2025.7.21.0.41.39 | astropy-iers-data==0.2025.10.20.0.39.8
asttokens==3.0.0 | asttokens==3.0.1
> async-generator==1.10
> autopage==0.5.2
backports.tarfile==1.2.0 <
beartype==0.22.5 | beartype==0.22.2
beautifulsoup4==4.13.4 | beautifulsoup4==4.13.5
bigframes==2.12.0 | bigframes==2.26.0
bigquery-magics==0.10.1 | bigquery-magics==0.10.3
black==25.9.0 | black==25.12.0
blobfile==3.0.0 | blobfile==3.1.0
blosc2==3.6.1 | blosc2==3.10.2
boto3==1.40.61 | boto3==1.42.10
botocore==1.40.61 | botocore==1.42.10
branca==0.8.1 | branca==0.8.2
build==1.2.2.post1 | build==1.3.0
cachetools==6.2.1 | cachetools==5.5.2
Cartopy==0.24.1 | Cartopy==0.25.0
category_encoders==2.7.0 | category_encoders==2.9.0
certifi==2025.10.5 | certifi==2025.11.12
click==8.3.0 | click==8.3.1
> cliff==4.13.0
cloudpathlib==0.21.1 | cloud-sql-python-connector==1.19.0
cloudpickle==3.1.2 | cloudpathlib==0.23.0
> cloudpickle==3.1.1
> clu==0.0.12
> cmaes==0.12.0
> cmd2==2.7.0
contourpy==1.3.2 | contourpy==1.3.3
coverage==7.11.0 | coverage==7.13.0
cramjam==2.10.0 | cramjam==2.11.0
cuda-bindings==12.9.4 | cuda-python==12.6.2.post1
cuda-pathfinder==1.3.2 | cudf-cu12==25.6.0
cuda-python==12.9.4 <
cudf-cu12==25.2.2 <
cuml-cu12==25.2.1 | cuml-cu12==25.6.0
cupy-cuda12x==13.6.0 | cupy-cuda12x==13.3.0
curl_cffi==0.12.0 | curl_cffi==0.13.0
cuvs-cu12==25.2.1 | cuvs-cu12==25.6.1
daal==2025.9.0 | daal==2025.10.0
dask==2024.12.1 | dask==2025.5.0
dask-cuda==25.2.0 | dask-cuda==25.6.0
dask-cudf-cu12==25.2.2 | dask-cudf-cu12==25.6.0
dask-expr==1.1.21 <
diffusers==0.34.0 | diffusers==0.35.2
distributed==2024.12.1 | distributed==2025.5.0
distributed-ucxx-cu12==0.42.0 | distributed-ucxx-cu12==0.44.0
> durationpy==0.10
eli5==0.13.0 <
fastai==2.8.5 | fastai==2.8.4
fastapi==0.116.1 | fastapi==0.119.1
fastcore==1.8.15 | fastcore==1.8.13
fastjsonschema==2.21.1 | fastjsonschema==2.21.2
fastuuid==0.14.0 <
ffmpy==0.6.1 | ffmpy==0.6.3
filelock==3.20.0 | filelock==3.20.1
Flask==3.1.1 | Flask==3.1.2
flatbuffers==25.2.10 | flatbuffers==25.9.23
flax==0.10.6 | flax==0.10.7
fonttools==4.59.0 | fonttools==4.60.1
> gemma==3.3.0
geographiclib==2.0 | geographiclib==2.1
geopandas==0.14.4 | geopandas==1.1.1
google-adk==1.18.0 | google-adk==0.0.1
google-api-core==2.28.1 | google-api-core==2.26.0
google-api-python-client==2.177.0 | google-api-python-client==2.185.0
google-cloud-aiplatform==1.125.0 | google-cloud-aiplatform==1.121.0
google-cloud-bigquery==3.35.1 | google-cloud-bigquery==3.38.0
google-cloud-bigquery-connection==1.18.3 | google-cloud-bigquery-connection==1.19.0
google-cloud-bigtable==2.34.0 | google-cloud-bigtable==2.33.0
google-cloud-dataproc==5.21.0 | google-cloud-dataproc==5.23.0
google-cloud-functions==1.20.4 | google-cloud-functions==1.21.0
google-cloud-iam==2.19.1 | google-cloud-language==2.18.0
google-cloud-language==2.17.2 <
google-cloud-resource-manager==1.14.2 | google-cloud-resource-manager==1.15.0
google-cloud-spanner==3.56.0 | google-cloud-spanner==3.58.0
google-cloud-storage==3.5.0 | google-cloud-storage==2.19.0
google-genai==1.48.0 | google-genai==1.45.0
googleapis-common-protos==1.70.0 | googleapis-common-protos==1.71.0
gradio==5.38.1 | gradio==5.49.1
gradio_client==1.11.0 | gradio_client==1.13.3
> grain==0.2.15
greenlet==3.2.3 | greenlet==3.2.4
grpc-google-iam-v1==0.14.2 | grpc-google-iam-v1==0.14.3
grpcio==1.74.0 | grpcio==1.75.1
grpclib==0.4.8 | grpclib==0.4.9
gym-notices==0.0.8 | gym-notices==0.1.0
h2o==3.46.0.8 | h2o==3.46.0.9
h5netcdf==1.6.3 | h5netcdf==1.7.2
h5py==3.14.0 | h5py==3.15.1
hf-xet==1.2.0 | hf-xet==1.2.1rc0
holidays==0.77 | holidays==0.82
httplib2==0.22.0 | httplib2==0.31.0
humanize==4.12.3 | humanize==4.14.0
ImageHash==4.3.1 | ImageHash==4.3.2
imbalanced-learn==0.13.0 | imbalanced-learn==0.14.0
immutabledict==4.2.1 | immutabledict==4.2.2
iniconfig==2.1.0 | iniconfig==2.3.0
intel-cmplr-lib-rt==2024.2.0 | intel-cmplr-lib-ur==2025.2.1
intel-cmplr-lib-ur==2024.2.0 | intel-openmp==2025.2.1
intel-openmp==2024.2.0 | ipyevents==2.0.4
ipyevents==2.0.2 <
jaraco.functools==4.2.1 | jaraco.functools==4.3.0
jax==0.5.2 | jax==0.7.2
jax-cuda12-pjrt==0.5.1 | jax-cuda12-pjrt==0.7.2
jax-cuda12-plugin==0.5.1 | jax-cuda12-plugin==0.7.2
jaxlib==0.5.1 | jaxlib==0.7.2
> jaxtyping==0.3.4
jiter==0.10.0 | jiter==0.11.1
joblib==1.5.2 | joblib==1.5.3
jsonschema==4.25.0 | jsonschema==4.25.1
jsonschema-specifications==2025.4.1 | jsonschema-specifications==2025.9.1
jupyter_client==8.6.3 | jupyter_client==7.4.9
jupyter-console==6.1.0 | jupyter-console==6.6.3
jupyter_core==5.8.1 | jupyter_core==5.9.1
jupytext==1.17.2 | jupytext==1.17.3
keras==3.8.0 | kauldron==1.3.0
> keras==3.10.0
keras-hub==0.18.1 | keras-hub==0.21.1
keras-nlp==0.18.1 | keras-nlp==0.21.1
keras-tuner==1.4.7 | keras-tuner==1.4.8
kiwisolver==1.4.8 | kiwisolver==1.4.9
kornia==0.8.1 | kornia==0.8.2
kornia_rs==0.1.9 | kornia_rs==0.1.10
> kubernetes==33.1.0
langchain-core==0.3.72 | langchain-core==0.3.79
langchain-text-splitters==0.3.9 | langchain-text-splitters==0.3.11
langsmith==0.4.8 | langsmith==0.4.37
lark==1.3.1 | lark==1.3.0
libcudf-cu12==25.2.2 | libcudf-cu12==25.6.0
libcuml-cu12==25.2.1 | libcuml-cu12==25.6.0
libcuvs-cu12==25.2.1 | libcuvs-cu12==25.6.1
libkvikio-cu12==25.2.1 | libkvikio-cu12==25.6.0
libraft-cu12==25.2.0 | libraft-cu12==25.6.0
libucxx-cu12==0.42.0 | libucxx-cu12==0.44.0
litellm==1.76.3 <
marisa-trie==1.2.1 | marisa-trie==1.3.1
Markdown==3.8.2 | Markdown==3.9
matplotlib==3.7.2 | matplotlib==3.10.0
mcp==1.20.0 | mcp==1.18.0
mdit-py-plugins==0.4.2 | mdit-py-plugins==0.5.0
> mediapy==1.2.4
mkl==2025.3.0 | mkl==2025.2.0
mkl-fft==1.3.8 <
mkl-random==1.2.4 <
mkl-service==2.4.1 <
mkl-umath==0.1.1 <
ml-dtypes==0.4.1 | ml_dtypes==0.5.3
mne==1.10.2 | mne==1.11.0
more-itertools==10.7.0 | more-itertools==10.8.0
narwhals==1.48.1 | narwhals==2.9.0
nbclassic==1.3.1 | nbclassic==1.3.3
nilearn==0.10.4 | nilearn==0.12.1
notebook==6.5.4 | notebook==6.5.7
numba-cuda==0.2.0 | numba-cuda==0.11.0
numexpr==2.11.0 | numexpr==2.14.1
numpy==1.26.4 | numpy==2.0.2
nvidia-cublas-cu12==12.5.3.2 | nvidia-cublas-cu12==12.6.4.1
nvidia-cuda-cupti-cu12==12.5.82 | nvidia-cuda-cupti-cu12==12.6.80
nvidia-cuda-nvrtc-cu12==12.5.82 | nvidia-cuda-nvrtc-cu12==12.6.77
nvidia-cuda-runtime-cu12==12.5.82 | nvidia-cuda-runtime-cu12==12.6.77
nvidia-cudnn-cu12==9.3.0.75 | nvidia-cudnn-cu12==9.10.2.21
nvidia-cufft-cu12==11.2.3.61 | nvidia-cufft-cu12==11.3.0.4
nvidia-curand-cu12==10.3.6.82 | nvidia-cufile-cu12==1.11.1.6
nvidia-cusolver-cu12==11.6.3.83 | nvidia-curand-cu12==10.3.7.77
nvidia-cusparse-cu12==12.5.1.3 | nvidia-cusolver-cu12==11.7.1.2
nvidia-cusparselt-cu12==0.6.2 | nvidia-cusparse-cu12==12.5.4.2
> nvidia-cusparselt-cu12==0.7.1
nvidia-nccl-cu12==2.21.5 | nvidia-nccl-cu12==2.27.3
nvidia-nvcomp-cu12==4.2.0.11 | nvidia-nvjitlink-cu12==12.6.85
nvidia-nvjitlink-cu12==12.5.82 | nvidia-nvshmem-cu12==3.4.5
nvidia-nvtx-cu12==12.4.127 | nvidia-nvtx-cu12==12.6.77
onemkl-license==2025.3.0 | onnx==1.20.0
onnx==1.18.0 | open_spiel==1.6.10
open_spiel==1.6.9 | openai==1.109.1
openai==2.7.1 <
openslide-bin==4.0.0.8 | openslide-bin==4.0.0.10
openslide-python==1.4.2 | openslide-python==1.4.3
opentelemetry-exporter-gcp-logging==1.11.0a0 | opentelemetry-exporter-gcp-logging==1.10.0a0
opentelemetry-exporter-gcp-monitoring==1.11.0a0 | opentelemetry-exporter-gcp-monitoring==1.10...
v164 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v164
== Comparing pip list --format=freeze ==
a2a-sdk==0.3.10 <
accelerate==1.9.0 | absolufy-imports==0.3.1
aiobotocore==2.25.1 | accelerate==1.11.0
aioitertools==0.12.0 <
aiosqlite==0.21.0 | aiosqlite==0.22.0
alembic==1.17.1 | alembic==1.4.3
annoy==1.17.3 <
anyio==4.11.0 | anyio==4.12.0
argon2-cffi-bindings==21.2.0 | argon2-cffi-bindings==25.1.0
array_record==0.7.2 | array_record==0.8.1
arviz==0.21.0 | arviz==0.22.0
astropy==7.1.0 | astropy==7.1.1
astropy-iers-data==0.2025.7.21.0.41.39 | astropy-iers-data==0.2025.10.20.0.39.8
asttokens==3.0.0 | asttokens==3.0.1
> async-generator==1.10
> autopage==0.5.2
backports.tarfile==1.2.0 <
beartype==0.22.5 | beartype==0.22.2
beautifulsoup4==4.13.4 | beautifulsoup4==4.13.5
bigframes==2.12.0 | bigframes==2.26.0
bigquery-magics==0.10.1 | bigquery-magics==0.10.3
black==25.9.0 | black==25.12.0
blobfile==3.0.0 | blobfile==3.1.0
blosc2==3.6.1 | blosc2==3.10.2
boto3==1.40.61 | boto3==1.42.10
botocore==1.40.61 | botocore==1.42.10
branca==0.8.1 | branca==0.8.2
build==1.2.2.post1 | build==1.3.0
cachetools==6.2.1 | cachetools==5.5.2
Cartopy==0.24.1 | Cartopy==0.25.0
category_encoders==2.7.0 | category_encoders==2.9.0
certifi==2025.10.5 | certifi==2025.11.12
click==8.3.0 | click==8.3.1
> cliff==4.13.0
cloudpathlib==0.21.1 | cloud-sql-python-connector==1.19.0
cloudpickle==3.1.2 | cloudpathlib==0.23.0
> cloudpickle==3.1.1
> clu==0.0.12
> cmaes==0.12.0
> cmd2==2.7.0
contourpy==1.3.2 | contourpy==1.3.3
coverage==7.11.0 | coverage==7.13.0
cramjam==2.10.0 | cramjam==2.11.0
cuda-bindings==12.9.4 | cuda-python==12.6.2.post1
cuda-pathfinder==1.3.2 | cudf-cu12==25.6.0
cuda-python==12.9.4 <
cudf-cu12==25.2.2 <
cuml-cu12==25.2.1 | cuml-cu12==25.6.0
cupy-cuda12x==13.6.0 | cupy-cuda12x==13.3.0
curl_cffi==0.12.0 | curl_cffi==0.13.0
cuvs-cu12==25.2.1 | cuvs-cu12==25.6.1
daal==2025.9.0 | daal==2025.10.0
dask==2024.12.1 | dask==2025.5.0
dask-cuda==25.2.0 | dask-cuda==25.6.0
dask-cudf-cu12==25.2.2 | dask-cudf-cu12==25.6.0
dask-expr==1.1.21 <
diffusers==0.34.0 | diffusers==0.35.2
distributed==2024.12.1 | distributed==2025.5.0
distributed-ucxx-cu12==0.42.0 | distributed-ucxx-cu12==0.44.0
> durationpy==0.10
eli5==0.13.0 <
fastai==2.8.5 | fastai==2.8.4
fastapi==0.116.1 | fastapi==0.119.1
fastcore==1.8.15 | fastcore==1.8.13
fastjsonschema==2.21.1 | fastjsonschema==2.21.2
fastuuid==0.14.0 <
ffmpy==0.6.1 | ffmpy==0.6.3
filelock==3.20.0 | filelock==3.20.1
Flask==3.1.1 | Flask==3.1.2
flatbuffers==25.2.10 | flatbuffers==25.9.23
flax==0.10.6 | flax==0.10.7
fonttools==4.59.0 | fonttools==4.60.1
> gemma==3.3.0
geographiclib==2.0 | geographiclib==2.1
geopandas==0.14.4 | geopandas==1.1.1
google-adk==1.18.0 | google-adk==0.0.1
google-api-core==2.28.1 | google-api-core==2.26.0
google-api-python-client==2.177.0 | google-api-python-client==2.185.0
google-cloud-aiplatform==1.125.0 | google-cloud-aiplatform==1.121.0
google-cloud-bigquery==3.35.1 | google-cloud-bigquery==3.38.0
google-cloud-bigquery-connection==1.18.3 | google-cloud-bigquery-connection==1.19.0
google-cloud-bigtable==2.34.0 | google-cloud-bigtable==2.33.0
google-cloud-dataproc==5.21.0 | google-cloud-dataproc==5.23.0
google-cloud-functions==1.20.4 | google-cloud-functions==1.21.0
google-cloud-iam==2.19.1 | google-cloud-language==2.18.0
google-cloud-language==2.17.2 <
google-cloud-resource-manager==1.14.2 | google-cloud-resource-manager==1.15.0
google-cloud-spanner==3.56.0 | google-cloud-spanner==3.58.0
google-cloud-storage==3.5.0 | google-cloud-storage==2.19.0
google-genai==1.48.0 | google-genai==1.45.0
googleapis-common-protos==1.70.0 | googleapis-common-protos==1.71.0
gradio==5.38.1 | gradio==5.49.1
gradio_client==1.11.0 | gradio_client==1.13.3
> grain==0.2.15
greenlet==3.2.3 | greenlet==3.2.4
grpc-google-iam-v1==0.14.2 | grpc-google-iam-v1==0.14.3
grpcio==1.74.0 | grpcio==1.75.1
grpclib==0.4.8 | grpclib==0.4.9
gym-notices==0.0.8 | gym-notices==0.1.0
h2o==3.46.0.8 | h2o==3.46.0.9
h5netcdf==1.6.3 | h5netcdf==1.7.2
h5py==3.14.0 | h5py==3.15.1
hf-xet==1.2.0 | hf-xet==1.2.1rc0
holidays==0.77 | holidays==0.82
httplib2==0.22.0 | httplib2==0.31.0
humanize==4.12.3 | humanize==4.14.0
ImageHash==4.3.1 | ImageHash==4.3.2
imbalanced-learn==0.13.0 | imbalanced-learn==0.14.0
immutabledict==4.2.1 | immutabledict==4.2.2
iniconfig==2.1.0 | iniconfig==2.3.0
intel-cmplr-lib-rt==2024.2.0 | intel-cmplr-lib-ur==2025.2.1
intel-cmplr-lib-ur==2024.2.0 | intel-openmp==2025.2.1
intel-openmp==2024.2.0 | ipyevents==2.0.4
ipyevents==2.0.2 <
jaraco.functools==4.2.1 | jaraco.functools==4.3.0
jax==0.5.2 | jax==0.7.2
jax-cuda12-pjrt==0.5.1 | jax-cuda12-pjrt==0.7.2
jax-cuda12-plugin==0.5.1 | jax-cuda12-plugin==0.7.2
jaxlib==0.5.1 | jaxlib==0.7.2
> jaxtyping==0.3.4
jiter==0.10.0 | jiter==0.11.1
joblib==1.5.2 | joblib==1.5.3
jsonschema==4.25.0 | jsonschema==4.25.1
jsonschema-specifications==2025.4.1 | jsonschema-specifications==2025.9.1
jupyter_client==8.6.3 | jupyter_client==7.4.9
jupyter-console==6.1.0 | jupyter-console==6.6.3
jupyter_core==5.8.1 | jupyter_core==5.9.1
jupytext==1.17.2 | jupytext==1.17.3
keras==3.8.0 | kauldron==1.3.0
> keras==3.10.0
keras-hub==0.18.1 | keras-hub==0.21.1
keras-nlp==0.18.1 | keras-nlp==0.21.1
keras-tuner==1.4.7 | keras-tuner==1.4.8
kiwisolver==1.4.8 | kiwisolver==1.4.9
kornia==0.8.1 | kornia==0.8.2
kornia_rs==0.1.9 | kornia_rs==0.1.10
> kubernetes==33.1.0
langchain-core==0.3.72 | langchain-core==0.3.79
langchain-text-splitters==0.3.9 | langchain-text-splitters==0.3.11
langsmith==0.4.8 | langsmith==0.4.37
lark==1.3.1 | lark==1.3.0
libcudf-cu12==25.2.2 | libcudf-cu12==25.6.0
libcuml-cu12==25.2.1 | libcuml-cu12==25.6.0
libcuvs-cu12==25.2.1 | libcuvs-cu12==25.6.1
libkvikio-cu12==25.2.1 | libkvikio-cu12==25.6.0
libraft-cu12==25.2.0 | libraft-cu12==25.6.0
libucxx-cu12==0.42.0 | libucxx-cu12==0.44.0
litellm==1.76.3 <
marisa-trie==1.2.1 | marisa-trie==1.3.1
Markdown==3.8.2 | Markdown==3.9
matplotlib==3.7.2 | matplotlib==3.10.0
mcp==1.20.0 | mcp==1.18.0
mdit-py-plugins==0.4.2 | mdit-py-plugins==0.5.0
> mediapy==1.2.4
mkl==2025.3.0 | mkl==2025.2.0
mkl-fft==1.3.8 <
mkl-random==1.2.4 <
mkl-service==2.4.1 <
mkl-umath==0.1.1 <
ml-dtypes==0.4.1 | ml_dtypes==0.5.3
mne==1.10.2 | mne==1.11.0
more-itertools==10.7.0 | more-itertools==10.8.0
narwhals==1.48.1 | narwhals==2.9.0
nbclassic==1.3.1 | nbclassic==1.3.3
nilearn==0.10.4 | nilearn==0.12.1
notebook==6.5.4 | notebook==6.5.7
numba-cuda==0.2.0 | numba-cuda==0.11.0
numexpr==2.11.0 | numexpr==2.14.1
numpy==1.26.4 | numpy==2.0.2
nvidia-cublas-cu12==12.5.3.2 | nvidia-cublas-cu12==12.6.4.1
nvidia-cuda-cupti-cu12==12.5.82 | nvidia-cuda-cupti-cu12==12.6.80
nvidia-cuda-nvrtc-cu12==12.5.82 | nvidia-cuda-nvrtc-cu12==12.6.77
nvidia-cuda-runtime-cu12==12.5.82 | nvidia-cuda-runtime-cu12==12.6.77
nvidia-cudnn-cu12==9.3.0.75 | nvidia-cudnn-cu12==9.10.2.21
nvidia-cufft-cu12==11.2.3.61 | nvidia-cufft-cu12==11.3.0.4
nvidia-curand-cu12==10.3.6.82 | nvidia-cufile-cu12==1.11.1.6
nvidia-cusolver-cu12==11.6.3.83 | nvidia-curand-cu12==10.3.7.77
nvidia-cusparse-cu12==12.5.1.3 | nvidia-cusolver-cu12==11.7.1.2
nvidia-cusparselt-cu12==0.6.2 | nvidia-cusparse-cu12==12.5.4.2
> nvidia-cusparselt-cu12==0.7.1
nvidia-nccl-cu12==2.21.5 | nvidia-nccl-cu12==2.27.3
nvidia-nvcomp-cu12==4.2.0.11 | nvidia-nvjitlink-cu12==12.6.85
nvidia-nvjitlink-cu12==12.5.82 | nvidia-nvshmem-cu12==3.4.5
nvidia-nvtx-cu12==12.4.127 | nvidia-nvtx-cu12==12.6.77
onemkl-license==2025.3.0 | onnx==1.20.0
onnx==1.18.0 | open_spiel==1.6.10
open_spiel==1.6.9 | openai==1.109.1
openai==2.7.1 <
openslide-bin==4.0.0.8 | openslide-bin==4.0.0.10
openslide-python==1.4.2 | openslide-python==1.4.3
opentelemetry-exporter-gcp-logging==1.11.0a0 | opentelemetry-exporter-gcp-logging==1.10.0a0
opentelemetry-exporter-gcp-monitoring==1.11.0a0 | opentelemetry-exporter-gcp-monitoring==1.10.0a0
opentelemetry-exporter-gcp-trace==1.11.0 | opentelemetry-exporter-gcp-trace==1.10.0
opentelemetry-resourcedetector-gcp==1.11.0a0 | opentelemetry-resourcedetector-gcp=...
v164 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v164
== Comparing pip list --format=freeze ==
accelerate==1.11.0 | accelerate==1.12.0
anyio==4.11.0 | anyio==4.12.0
array_record==0.8.2 | array_record==0.8.3
astroid==3.3.11 | astroid==4.0.2
asttokens==3.0.0 | asttokens==3.0.1
beautifulsoup4==4.14.2 | beautifulsoup4==4.14.3
black==25.9.0 | black==26.1a1
cachetools==6.2.1 | cachetools==6.2.4
certifi==2025.10.5 | certifi==2025.11.12
click==8.3.0 | click==8.3.1
> clu==0.0.12
datasets==4.4.1 | datasets==2.14.4
debugpy==1.8.17 | debugpy==1.8.18
diffusers==0.35.2 | diffusers==0.36.0
dill==0.4.0 | dill==0.3.7
flax==0.12.0 | flax==0.12.1
fonttools==4.60.1 | fonttools==4.61.1
fsspec==2025.10.0 | fsspec==2025.12.0
gast==0.6.0 | gast==0.7.0
gcsfs==2025.10.0 <
google-api-python-client==2.186.0 | google-api-python-client==2.187.0
google-auth==2.42.1 | google-auth==2.44.0
google-auth-oauthlib==1.2.2 | google_metrax==0.2.4
google-cloud-core==2.5.0 <
google-cloud-storage==3.5.0 <
google-crc32c==1.7.1 <
google-resumable-media==2.7.2 | google-tunix==0.1.6
google-tunix==0.1.3 | googleapis-common-protos==1.72.0
googleapis-common-protos==1.71.0 | grain==0.2.15
grain==0.2.14 | greenlet==3.3.0
greenlet==3.2.4 <
hf-xet==1.2.0 | hf-xet==1.2.1rc0
ipython==9.7.0 | ipython==9.8.0
isort==6.1.0 | isort==7.0.0
jax==0.8.0 | jax==0.8.1
jaxlib==0.8.0 | jaxlib==0.8.1
jaxtyping==0.3.3 | jaxtyping==0.3.4
joblib==1.5.2 | joblib==1.5.3
jupyter_client==8.6.3 | jupyter_client==8.7.0
llvmlite==0.46.0b1 | llvmlite==0.46.0
matplotlib==3.10.7 | matplotlib==3.10.8
ml_dtypes==0.5.3 | ml_collections==1.1.0
> ml_dtypes==0.5.4
multiprocess==0.70.18 | multiprocess==0.70.15
networkx==3.6rc0 | networkx==3.6.1
numpy==2.3.4 | numpy==2.4.0rc1
oauthlib==3.3.1 <
optree==0.17.0 | optree==0.18.0
orbax-checkpoint==0.11.27 | orbax-checkpoint==0.11.31
pandas==2.3.3 | pandas==3.0.0rc0
platformdirs==4.5.0 | platformdirs==4.5.1
protobuf==6.33.0 | protobuf==6.33.2
pydantic==2.12.4 | pydantic==2.12.5
pylint==3.3.9 | pylint==4.0.4
pyparsing==3.3.0a1 | pyparsing==3.3.0b1
python-lsp-server==1.13.1 | python-lsp-server==1.14.0
pytz==2025.2 <
qwix==0.1.2 | qwix==0.1.4
requests-oauthlib==2.0.0 <
rpds-py==0.28.0 | rpds-py==0.30.0
safetensors==0.7.0rc0 | safetensors==0.7.0
scikit-learn==1.7.2 | scikit-learn==1.8.0
scipy==1.16.3 | scipy==1.17.0rc1
sniffio==1.3.1 <
stringzilla==4.2.3 | stringzilla==4.5.1
tensorstore==0.1.78 | tensorstore==0.1.80
tfp-nightly==0.26.0.dev20251105 | tfp-nightly==0.26.0.dev20251215
tokenizers==0.22.1 | tokenizers==0.22.2rc0
tornado==6.5.2 | tornado==6.5.4
tpu-info==0.6.0 | tpu-info==0.8.0
tzdata==2025.2 | tzdata==2025.3
urllib3==2.5.0 | urllib3==2.6.2
Werkzeug==3.1.3 | Werkzeug==3.1.4
wrapt==2.0.0 | wrapt==2.0.1
zope.event==6.0 | zope.event==6.1
zope.interface==8.0.1 | zope.interface==8.1.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==13.8+deb13u1 | base-files==13.8+deb13u2
curl==8.14.1-2 | curl==8.14.1-2+deb13u2
ffmpeg==7:7.1.2-0+deb13u1 | ffmpeg==7:7.1.3-0+deb13u1
imagemagick==8:7.1.1.43+dfsg1-1+deb13u2 | imagemagick==8:7.1.1.43+dfsg1-1+deb13u3
imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u2 | imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u3
imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u2 | imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u3
libavcodec61:amd64==7:7.1.2-0+deb13u1 | libavcodec61:amd64==7:7.1.3-0+deb13u1
libavdevice61:amd64==7:7.1.2-0+deb13u1 | libavdevice61:amd64==7:7.1.3-0+deb13u1
libavfilter10:amd64==7:7.1.2-0+deb13u1 | libavfilter10:amd64==7:7.1.3-0+deb13u1
libavformat61:amd64==7:7.1.2-0+deb13u1 | libavformat61:amd64==7:7.1.3-0+deb13u1
libavutil59:amd64==7:7.1.2-0+deb13u1 | libavutil59:amd64==7:7.1.3-0+deb13u1
libcups2t64:amd64==2.4.10-3+deb13u1 | libcups2t64:amd64==2.4.10-3+deb13u2
libcurl3t64-gnutls:amd64==8.14.1-2 | libcurl3t64-gnutls:amd64==8.14.1-2+deb13u2
libcurl4-openssl-dev:amd64==8.14.1-2 | libcurl4-openssl-dev:amd64==8.14.1-2+deb13u2
libcurl4t64:amd64==8.14.1-2 | libcurl4t64:amd64==8.14.1-2+deb13u2
libmagickcore-7-arch-config:amd64==8:7.1.1.43+dfsg1-1+deb13u2 | libmagickcore-7-arch-config:amd64==8:7.1.1.43+dfsg1-1+deb13u3
libmagickcore-7-headers==8:7.1.1.43+dfsg1-1+deb13u2 | libmagickcore-7-headers==8:7.1.1.43+dfsg1-1+deb13u3
libmagickcore-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u2 | libmagickcore-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u3
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+deb13u2 | libmagickcore-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u3
libmagickcore-dev==8:7.1.1.43+dfsg1-1+deb13u2 | libmagickcore-dev==8:7.1.1.43+dfsg1-1+deb13u3
libmagickwand-7-headers==8:7.1.1.43+dfsg1-1+deb13u2 | libmagickwand-7-headers==8:7.1.1.43+dfsg1-1+deb13u3
libmagickwand-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u2 | libmagickwand-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u3
libmagickwand-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u2 | libmagickwand-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u3
libmagickwand-dev==8:7.1.1.43+dfsg1-1+deb13u2 | libmagickwand-dev==8:7.1.1.43+dfsg1-1+deb13u3
libnss-systemd:amd64==257.8-1~deb13u2 | libnss-systemd:amd64==257.9-1~deb13u1
libpam-systemd:amd64==257.8-1~deb13u2 | libpam-systemd:amd64==257.9-1~deb13u1
libpostproc58:amd64==7:7.1.2-0+deb13u1 | libpostproc58:amd64==7:7.1.3-0+deb13u1
libssh-4:amd64==0.11.2-1 | libssh-4:amd64==0.11.2-1+deb13u1
libssl-dev:amd64==3.5.1-1+deb13u1 | libssl-dev:amd64==3.5.4-1~deb13u1
libssl3t64:amd64==3.5.1-1+deb13u1 | libssl3t64:amd64==3.5.4-1~deb13u1
libswresample5:amd64==7:7.1.2-0+deb13u1 | libswresample5:amd64==7:7.1.3-0+deb13u1
libswscale8:amd64==7:7.1.2-0+deb13u1 | libswscale8:amd64==7:7.1.3-0+deb13u1
libsystemd-shared:amd64==257.8-1~deb13u2 | libsystemd-shared:amd64==257.9-1~deb13u1
libsystemd0:amd64==257.8-1~deb13u2 | libsystemd0:amd64==257.9-1~deb13u1
libudev1:amd64==257.8-1~deb13u2 | libudev1:amd64==257.9-1~deb13u1
libunbound8:amd64==1.22.0-2 | libunbound8:amd64==1.22.0-2+deb13u1
libxml2:amd64==2.12.7+dfsg+really2.9.14-2.1+deb13u1 | libxml2:amd64==2.12.7+dfsg+really2.9.14-2.1+deb13u2
libxml2-dev:amd64==2.12.7+dfsg+really2.9.14-2.1+deb13u1 | libxml2-dev:amd64==2.12.7+dfsg+really2.9.14-2.1+deb13u2
linux-libc-dev==6.12.48-1 | linux-libc-dev==6.12.57-1
openssl==3.5.1-1+deb13u1 | openssl==3.5.4-1~deb13u1
openssl-provider-legacy==3.5.1-1+deb13u1 | openssl-provider-legacy==3.5.4-1~deb13u1
systemd==257.8-1~deb13u2 | systemd==257.9-1~deb13u1
systemd-cryptsetup==257.8-1~deb13u2 | systemd-cryptsetup==257.9-1~deb13u1
systemd-sysv==257.8-1~deb13u2 | systemd-sysv==257.9-1~deb13u1
systemd-timesyncd==257.8-1~deb13u2 | systemd-timesyncd==257.9-1~deb13u1
x11-common==1:7.7+24 | x11-common==1:7.7+24+deb13u1
== Comparing printenv | sort ==
BUILD_DATE=20251105-184651 | BUILD_DATE=20251215-193646
GIT_COMMIT=e756e929cb98b6c8ef6e016c0c0f917536c4c871 | GIT_COMMIT=e4be308ff5e16f5b7fa7afd1b9263f08f02d7cce
HOSTNAME=c64fce2da063 | HOSTNAME=a0a6a73f6238
v163 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v163
== Comparing pip list --format=freeze ==
accelerate==1.10.1 | accelerate==1.11.0
aiofiles==24.1.0 | aiofiles==25.1.0
aiohttp==3.12.15 | aiohttp==3.13.2
array_record==0.8.1 | array_record==0.8.2
arrow==1.3.0 | arrow==1.4.0
attrs==25.3.0 | attrs==25.4.0
bleach==6.2.0 | bleach==6.3.0
cachetools==6.2.0 | cachetools==6.2.1
certifi==2025.8.3 | certifi==2025.10.5
charset-normalizer==3.4.3 | charset-normalizer==3.4.4
cloudpickle==3.1.1 | cloudpickle==3.1.2
datasets==4.1.1 | datasets==4.4.1
diffusers==0.35.1 | diffusers==0.35.2
filelock==3.19.1 | filelock==3.20.0
frozenlist==1.7.0 | frozenlist==1.8.0
fsspec==2025.9.0 | fsspec==2025.10.0
gcsfs==2025.9.0 | gcsfs==2025.10.0
google-api-core==2.25.2 | google-api-core==2.28.1
google-api-python-client==2.184.0 | google-api-python-client==2.186.0
google-auth==2.41.1 | google-auth==2.42.1
google-auth-httplib2==0.2.0 | google-auth-httplib2==0.2.1
google-cloud-core==2.4.3 | google-cloud-core==2.5.0
google-cloud-storage==3.4.0 | google-cloud-storage==3.5.0
google-tunix==0.1.1 | google-tunix==0.1.3
googleapis-common-protos==1.70.0 | googleapis-common-protos==1.71.0
grain==0.2.12 | grain==0.2.14
grpcio==1.76.0rc1 | grpcio==1.76.0
h5py==3.14.0 | h11==0.16.0
hf-xet==1.1.10 | h5py==3.15.1
> hf_transfer==0.1.9
> hf-xet==1.2.0
> httpcore==1.0.9
huggingface-hub==0.35.3 | httpx==0.28.1
humanize==4.13.0 | huggingface-hub==0.36.0
idna==3.10 | humanize==4.14.0
immutabledict==4.2.1 | idna==3.11
> immutabledict==4.2.2
ipykernel==7.0.0a3 | ipykernel==7.1.0
ipython==9.6.0 | ipython==9.7.0
ipywidgets==8.1.7 | ipywidgets==8.1.8
jax==0.7.1 | jax==0.8.0
jaxlib==0.7.1 | jaxlib==0.8.0
jupyter_core==5.8.1 | jupyter_core==5.9.1
jupyterlab_server==2.27.3 | jupyterlab_server==2.28.0
jupyterlab_widgets==3.0.15 | jupyterlab_widgets==3.0.16
keras==3.11.3 | keras==3.12.0
lark==1.3.0 | lark==1.3.1
Markdown==3.9 | llvmlite==0.46.0b1
> Markdown==3.10
matplotlib==3.10.6 | matplotlib==3.10.7
matplotlib-inline==0.1.7 | matplotlib-inline==0.2.1
more-itertools==10.8.0 <
msgpack==1.1.1 | msgpack==1.1.2
multidict==6.6.4 | multidict==6.7.0
multiprocess==0.70.16 | multiprocess==0.70.18
networkx==3.5 | networkx==3.6rc0
numpy==2.3.3 | numba==0.63.0b1
> numpy==2.3.4
omegaconf==2.4.0.dev3 | omegaconf==2.4.0.dev4
orbax-checkpoint==0.11.25 | orbax-checkpoint==0.11.27
pillow==11.3.0 | pillow==12.0.0
platformdirs==4.4.0 | platformdirs==4.5.0
propcache==0.3.2 | propcache==0.4.1
protobuf==6.33.0rc1 | protobuf==6.33.0
psutil==7.1.0 | psutil==7.1.3
pyarrow==21.0.0 | pyarrow==22.0.0
pydantic==2.12.0b1 | pydantic==2.12.4
pydantic_core==2.40.1 | pydantic_core==2.41.5
pylint==3.3.8 | pylatexenc==3.0a33
> pylint==3.3.9
python-dotenv==1.1.1 | python-dotenv==1.2.1
python-json-logger==4.0.0rc1 | python-json-logger==4.0.0
pytokens==0.1.10 | pytokens==0.3.0
qwix==0.1.1 | qwix==0.1.2
referencing==0.36.2 | referencing==0.37.0
regex==2025.9.18 | regex==2025.11.3
rich==14.1.0 | rich==14.2.0
rpds-py==0.27.1 | rpds-py==0.28.0
safetensors==0.6.2 | safetensors==0.7.0rc0
scipy==1.16.2 | scipy==1.16.3
stringzilla==4.1.0 | stringzilla==4.2.3
tensorstore==0.1.77 | tensorstore==0.1.78
termcolor==3.1.0 | termcolor==3.2.0
tfp-nightly==0.26.0.dev20251003 | tfp-nightly==0.26.0.dev20251105
timm==1.0.20 | timm==1.0.22
toolz==1.0.0 | toolz==1.1.0
tpu-info==0.5.2 | tpu-info==0.6.0
transformers==4.56.2 | transformers==4.57.1
types-python-dateutil==2.9.0.20250822 <
webcolors==24.11.1 | webcolors==25.10.0
websocket-client==1.8.0 | websocket-client==1.9.0
widgetsnbextension==4.0.14 | widgetsnbextension==4.0.15
wrapt==2.0.0rc2 | wrapt==2.0.0
yarl==1.20.1 | yarl==1.22.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libssl-dev:amd64==3.5.1-1 | libssl-dev:amd64==3.5.1-1+deb13u1
libssl3t64:amd64==3.5.1-1 | libssl3t64:amd64==3.5.1-1+deb13u1
libtiff-dev:amd64==4.7.0-3 | libtiff-dev:amd64==4.7.0-3+deb13u1
libtiff6:amd64==4.7.0-3 | libtiff6:amd64==4.7.0-3+deb13u1
libtiffxx6:amd64==4.7.0-3 | libtiffxx6:amd64==4.7.0-3+deb13u1
openssl==3.5.1-1 | openssl==3.5.1-1+deb13u1
openssl-provider-legacy==3.5.1-1 | openssl-provider-legacy==3.5.1-1+deb13u1
== Comparing printenv | sort ==
BUILD_DATE=20251003-134151 | BUILD_DATE=20251105-184651
GIT_COMMIT=221ec49fe771668afc2026f4e0ae9a85b817a777 | GIT_COMMIT=e756e929cb98b6c8ef6e016c0c0f917536c4c871
HOSTNAME=8ecd4e3cb01b | HOSTNAME=6eb339cdd1b8
PYTHON_SHA256=c30bb24b7f1e9a19b11b55a546434f74e739bb4c271a3e3 | PYTHON_SHA256=fb85a13414b028c49ba18bbd523c2d055a30b56b18b92ce
PYTHON_VERSION=3.12.11 | PYTHON_VERSION=3.12.12