Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
Release list
v171 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v171
Digest: a48bbe96cba2f97dd67a329f596fe6a51095d5169b086af749a3ae938009a135
== Comparing pip list --format=freeze ==
absl-py==2.4.0 | absl-py==2.5.0
accelerate==1.14.0 | accelerate==1.15.0
aiohappyeyeballs==2.6.2 | aiohappyeyeballs==2.7.1
aiohttp==3.14.1 | aiohttp==3.14.3
annotated-doc==0.0.4 | annotated-doc==0.0.5
annotated-types==0.7.0 | annotated-types==0.8.0
anyio==4.14.1 | anyio==4.15.1
argon2-cffi-bindings==25.1.0 | argon2-cffi-bindings==26.1.0
asttokens==3.0.1 | asttokens==3.0.2
certifi==2026.6.17 | certifi==2026.7.22
cffi==2.0.0 | cffi==2.1.1
charset-normalizer==3.4.7 | charset-normalizer==3.5.2
click==8.4.2 | click==8.5.0
contourpy==1.3.3 | contourpy==1.4.0
cramjam==2.12.0rc1 | cramjam==2.13.0
datasets==5.0.0 | datasets==1.1.1
debugpy==1.8.21 | debugpy==1.8.22
dm-haiku==0.0.17.dev0 | dm-haiku==0.0.18.dev0
einops==0.8.2 | einops==0.9.0.dev0
fastjsonschema==2.21.2 | fastjsonschema==2.22.2
fastparquet==2026.5.0 | fastparquet==2026.9.0
filelock==3.29.4 | filelock==4.0.7
flax==0.12.7 | flax==0.12.8
fonttools==4.63.0 | fonttools==4.66.1
fqdn==1.5.1 | fqdn==1.6.0
fsspec==2026.4.0 | fsspec==2026.9.0
google-tunix==0.1.7 | google-tunix==0.1.8
googleapis-common-protos==1.75.0 | googleapis-common-protos==1.75.5
grpcio==1.82.0rc2 | grpcio==1.84.0
hf-xet==1.5.1 | hf-xet==1.7.0.dev1
huggingface_hub==1.21.0 | huggingface_hub==1.33.0
humanize==4.15.0 | humanize==4.16.0
idna==3.18 | idna==3.20
importlib_metadata==9.0.0 | importlib_metadata==9.0.1
ipykernel==7.3.0 | ipykernel==7.4.0
ipython==9.15.0 | ipython==9.17.1
ipywidgets==8.1.8 | ipywidgets==8.1.9
isort==8.0.1 | isort==9.0.2
jax==0.10.2 | jax==0.11.0
jaxlib==0.10.2 | jaxlib==0.11.0
jedi==0.19.2 | jedi==0.20.0
joblib==1.5.3 | joblib==1.6.0
jupyter_client==8.9.1 | jupyter_client==8.10.0
jupyter_server==2.20.0 | jupyter_server==2.21.1
jupyterlab_server==2.28.0 | jupyterlab_server==2.28.1
jupyterlab_widgets==3.0.16 | jupyterlab_widgets==3.0.17
kagglesdk==0.1.30 | kagglesdk==0.1.28
keras==3.15.0 | keras==3.15.1
keras-hub==0.29.1 | keras-hub==0.32.0
keras-nlp==0.29.1 | keras-nlp==0.32.0
kiwisolver==1.5.0 | kiwisolver==1.5.1
llvmlite==0.46.0 | llvmlite==0.50.0
Markdown==3.10.2 | Markdown==3.11
matplotlib==3.11.0 | matplotlib==3.11.2
mistune==3.3.2 | mistune==3.3.4
ml_dtypes==0.5.4 | ml_dtypes==0.6.0
msgpack==1.2.1 | msgpack==1.2.3
multidict==6.7.1 | multidict==6.9.1
narwhals==2.22.1 | narwhals==2.26.0
nbformat==5.10.4 | nbformat==5.11.1
nest-asyncio2==1.7.2 | nest-asyncio2==1.7.3
networkx==3.6.1 | networkx==3.7
numba==0.63.0b1 | numba==0.68.0rc1
numpy==2.5.0 | numpy==2.5.3
omegaconf==2.4.0.dev12 | omegaconf==2.4.0rc1
opencv-python==4.13.0.92 | opencv-python==5.0.0.93
opencv-python-headless==4.13.0.92 | opencv-python-headless==5.0.0.93
optree==0.19.1 | optree==0.20.0
orbax-checkpoint==0.12.1 | orbax-checkpoint==0.12.6
packaging==26.2 | packaging==26.3
pandas==3.0.4 | pandas==3.0.6
perfetto==0.56.0 | perfetto==0.58.2
pillow==12.2.0 | pillow==12.3.0
platformdirs==4.10.0 | platformdirs==4.12.2
prometheus_client==0.25.0 | prometheus_client==0.26.0
prompt_toolkit==3.0.52 | prompt_toolkit==3.0.53
propcache==0.5.2 | propcache==0.5.4
protobuf==7.35.1 | protobuf==7.36.2
pure_eval==0.2.3 | pure_eval==0.2.4
pyarrow==24.0.0 | pyarrow==25.0.1
pydantic==2.14.0a1 | pydantic==2.14.0b2
pydantic_core==2.47.0 | pydantic_core==2.49.0
Pygments==2.20.0 | Pygments==2.21.0
pylatexenc==3.0a33 | pylatexenc==3.0b2
pylint==4.0.6 | pylint==4.0.10
pyparsing==3.3.2 | pyparsing==3.3.3
python-dotenv==1.2.2 | python-dotenv==1.2.3
python-json-logger==4.1.0 | python-json-logger==4.2.0
python-lsp-server==1.14.0 | python-lsp-server==1.15.0
pyzmq==27.1.0 | pyzmq==27.2.0
regex==2026.6.28 | regex==2026.9.29
rope==1.14.0 | rope==1.15.0
rpds-py==2026.5.1 | rpds-py==2026.6.3
scikit-learn==1.9.0 | scikit-learn==1.9.1
scipy==1.18.0 | scipy==1.18.1
sentencepiece==0.2.1 | sentencepiece==0.2.2
setuptools==82.0.1 | setuptools==84.0.0
simple-parsing==0.1.8 | simple-parsing==0.1.9
simplejson==4.1.1 | simplejson==4.1.2
soupsieve==2.8.4 | soupsieve==2.10
> SQLAlchemy==2.1.1
stringzilla==4.6.2 | stringzilla==5.1.2
tensorstore==0.1.84 | tensorstore==0.1.85
tfp-nightly==0.26.0.dev20260629 | tfp-nightly==0.26.0.dev20260930
threadpoolctl==3.6.0 | threadpoolctl==3.7.0
timm==1.0.27 | timm==1.0.30
tomlkit==0.15.0 | tomlkit==0.15.1
tornado==6.5.7 | tornado==6.6a1
tpu-info==0.14.1 | tpu-info==0.14.2
tqdm==4.68.3 | tqdm==4.70.1
traitlets==5.15.1 | traitlets==5.16.1
typer==0.25.1 | typer==0.27.2
typing_extensions==4.16.0rc2 | typing_extensions==4.16.0
typing-inspection==0.4.2 | typing-inspection==0.4.4
tzdata==2026.2 | tzdata==2026.4
ujson==5.13.0 | ujson==6.0.0
urllib3==2.7.0 | urllib3==2.8.0
wcwidth==0.8.1 | wcwidth==0.9.1
webencodings==0.5.1 | webencodings==0.6.1
websocket-client==1.9.0 | websocket-client==1.9.2
Werkzeug==3.1.8 | Werkzeug==3.1.9
wheel==0.47.0 | wheel==0.48.0
widgetsnbextension==4.0.15 | widgetsnbextension==4.0.16
wrapt==2.2.2 | wrapt==2.5.0
xxhash==3.8.0 | xxhash==4.0.1
yarl==1.24.2 | yarl==1.25.1
== 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+deb13u5 | base-files==13.8+deb13u7
bash==5.2.37-2+b9 | bash==5.2.37-2+b10
bsdutils==1:2.41-5 | bsdutils==1:2.41.5-0+deb13u1
comerr-dev:amd64==2.1-1.47.2-3+b11 | comerr-dev:amd64==2.1-1.47.2-3+b12
curl==8.14.1-2+deb13u3 | curl==8.14.1-2+deb13u5
dirmngr==2.4.7-21+deb13u1+b3 | dirmngr==2.4.7-21+deb13u1+b5
gir1.2-glib-2.0:amd64==2.84.4-3~deb13u3 | gir1.2-glib-2.0:amd64==2.84.4-3~deb13u5
gir1.2-glib-2.0-dev:amd64==2.84.4-3~deb13u3 | gir1.2-glib-2.0-dev:amd64==2.84.4-3~deb13u5
girepository-tools:amd64==2.84.4-3~deb13u3 | girepository-tools:amd64==2.84.4-3~deb13u5
gpg==2.4.7-21+deb13u1+b3 | gpg==2.4.7-21+deb13u1+b5
gpg-agent==2.4.7-21+deb13u1+b3 | gpg-agent==2.4.7-21+deb13u1+b5
gpgconf==2.4.7-21+deb13u1+b3 | gpgconf==2.4.7-21+deb13u1+b5
gpgsm==2.4.7-21+deb13u1+b3 | gpgsm==2.4.7-21+deb13u1+b5
gzip==1.13-1 | gzip==1.13-1+deb13u1
imagemagick==8:7.1.1.43+dfsg1-1+deb13u10 | imagemagick==8:7.1.1.43+dfsg1-1+deb13u12
imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u10 | imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u12
imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u10 | imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u12
libaom3:amd64==3.12.1-1 | libaom3:amd64==3.12.1-1+deb13u1
libaprutil1t64:amd64==1.6.3-3+b1 | libaprutil1t64:amd64==1.6.3-3+deb13u1
libasound2-data==1.2.14-1 | libasound2-data==1.2.14-1+deb13u1
libasound2t64:amd64==1.2.14-1 | libasound2t64:amd64==1.2.14-1+deb13u1
libass9:amd64==1:0.17.3-1+b1 | libass9:amd64==1:0.17.3-1+deb13u1
libaudit-common==1:4.0.2-2 | libaudit-common==1:4.0.2-2+deb13u1
libaudit1:amd64==1:4.0.2-2+b2 | libaudit1:amd64==1:4.0.2-2+deb13u1
libblkid-dev:amd64==2.41-5 | libblkid-dev:amd64==2.41.5-0+deb13u1
libblkid1:amd64==2.41-5 | libblkid1:amd64==2.41.5-0+deb13u1
libc-bin==2.41-12+deb13u3 | libc-bin==2.41-12+deb13u4
libc-dev-bin==2.41-12+deb13u3 | libc-dev-bin==2.41-12+deb13u4
libc6:amd64==2.41-12+deb13u3 | libc6:amd64==2.41-12+deb13u4
libc6-dev:amd64==2.41-12+deb13u3 | libc6-dev:amd64==2.41-12+deb13u4
libcaca0:amd64==0.99.beta20-5 | libcaca0:amd64==0.99.beta20-5+deb13u1
libcap2:amd64==1:2.75-10+deb13u1+b1 | libcap2:amd64==1:2.75-10+deb13u1+b3
libcom-err2:amd64==1.47.2-3+b11 | libcom-err2:amd64==1.47.2-3+b12
libcurl3t64-gnutls:amd64==8.14.1-2+deb13u3 | libcurl3t64-gnutls:amd64==8.14.1-2+deb13u5
libcurl4-openssl-dev:amd64==8.14.1-2+deb13u3 | libcurl4-openssl-dev:amd64==8.14.1-2+deb13u5
libcurl4t64:amd64==8.14.1-2+deb13u3 | libcurl4t64:amd64==8.14.1-2+deb13u5
libde265-0:amd64==1.0.15-1+b3 | libde265-0:amd64==1.0.15-1+deb13u2
libevent-2.1-7t64:amd64==2.1.12-stable-10+b1 | libevent-2.1-7t64:amd64==2.1.13-stable-1~deb13u1
libevent-core-2.1-7t64:amd64==2.1.12-stable-10+b1 | libevent-core-2.1-7t64:amd64==2.1.13-stable-1~deb13u1
libevent-dev==2.1.12-stable-10+b1 | libevent-dev==2.1.13-stable-1~deb13u1
libevent-extra-2.1-7t64:amd64==2.1.12-stable-10+b1 | libevent-extra-2.1-7t64:amd64==2.1.13-stable-1~deb13u1
libevent-openssl-2.1-7t64:amd64==2.1.12-stable-10+b1 | libevent-openssl-2.1-7t64:amd64==2.1.13-stable-1~deb13u1
libevent-pthreads-2.1-7t64:amd64==2.1.12-stable-10+b1 | libevent-pthreads-2...
v171 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v171
Digest: 22be155a37fc52bc8254ebfd0bb894643d00a1283e2446e212597ae12aec45f9
== Comparing pip list --format=freeze ==
a2a-sdk==0.3.26 | a2a-sdk==1.2.1
accelerate==1.13.0 | accelerate==1.14.0
affine==2.4.0 | affine==3.0.1
aiofiles==22.1.0 | aiobotocore==2.26.0
aiohappyeyeballs==2.6.1 | aiofiles==25.1.0
aiohttp==3.13.5 | aiohappyeyeballs==2.7.1
> aiohttp==3.14.3
> aioitertools==0.13.0
ale-py==0.11.2 | ale-py==0.12.1
alembic==1.18.4 | alembic==1.20.0
annotated-doc==0.0.4 | annotated-doc==0.0.5
annotated-types==0.7.0 | annotated-types==0.8.0
anyio==4.13.0 | anyio==4.14.2
apsw==3.53.0.0 | apsw==3.53.4.0
apswutils==0.1.2 <
argon2-cffi-bindings==25.1.0 | argon2-cffi-bindings==26.1.0
astropy==7.2.0 | astropy==7.2.2
astropy-iers-data==0.2026.4.20.0.58.15 | astropy-iers-data==0.2026.8.31.0.57.9
asttokens==3.0.1 | asttokens==3.0.2
> async-lru==2.3.0
> audioop-lts==0.2.2
Authlib==1.6.11 | Authlib==1.8.0
autograd==1.8.0 | autograd==1.9.1
betterproto==2.0.0b6 | betterproto==2.0.0b7
bigframes==2.39.0 | bigframes==2.48.0
blake3==1.0.9 | blake3==1.0.10
bleach==6.3.0 | bleach==6.4.0
blobfile==3.2.0 | blobfile==3.3.0
blosc2==4.1.2 | blosc2==4.12.0
boto3==1.43.36 | boto3==1.41.5
botocore==1.43.36 | botocore==1.41.5
bqplot==0.12.45 | bqplot==0.12.47
build==1.5.0 | build==1.6.1
Cartopy==0.25.0 | Cartopy==0.26.0
category_encoders==2.9.0 | category_encoders==2.11.1
certifi==2026.4.22 | certifi==2026.7.22
cffi==2.0.0 | cffi==2.1.1
charset-normalizer==3.4.7 | charset-normalizer==3.4.9
click==8.3.3 | click==8.5.0
cloudpathlib==0.23.0 | cloudpathlib==0.25.0
colorcet==3.1.0 | colorcet==3.2.1
colorlog==6.10.1 | colorlog==6.12.0
coverage==7.14.3 | coverage==7.16.2
cramjam==2.11.0 | cramjam==2.12.1
cryptography==43.0.3 | cryptography==50.0.1
cucim-cu12==26.2.0 | cucim-cu12==26.2.1
cuda-bindings==12.9.4 | cuda-bindings==12.9.7
cuda-pathfinder==1.5.3 | cuda-pathfinder==1.8.0
cuda-python==12.9.4 | cuda-python==12.9.7
curl_cffi==0.15.0 | curl_cffi==0.16.2
datasets==5.0.0 | datasets==4.8.5
db-dtypes==1.5.1 | db-dtypes==1.7.1
dbus-python==1.2.18 | dbus-python==1.3.2
Deprecated==1.3.1 | Deprecated==3.0.0
diffusers==0.37.1 | diffusers==0.40.0
docker==7.1.0 | docker==7.2.0
earthengine-api==1.7.22 | earthengine-api==1.7.39
emoji==2.15.0 | emoji==2.16.0
execnb==0.2.2 | execnb==0.3.3
Farama-Notifications==0.0.4 | Farama-Notifications==0.0.6
fastai==2.8.7 | fastai==2.8.8
fastapi==0.136.1 | fastapi==0.141.1
fastcore==1.12.42 | fastcore==2.2.32
fastgit==0.0.5 | fastgit==0.1.4
fastjsonschema==2.21.2 | fastjsonschema==2.22.2
fastlite==0.2.4 | fastprogress==1.1.6
fastprogress==1.1.5 | fastspec==0.2.5
> fasttransport==0.0.4
ffmpy==1.0.0 | filelock==3.32.5
filelock==3.29.0 <
flax==0.11.2 | flax==0.12.10
fonttools==4.62.1 | fonttools==4.64.0
> formulaic==1.2.2
fsspec==2025.3.0 | fsspec==2025.12.0
funcy==2.0 | funcy==2.1
fury==0.12.0 | fury==0.11.0
gcsfs==2025.3.0 | gcsfs==2025.12.0
geemap==0.37.2 | geemap==0.38.4
geopandas==1.1.3 | geopandas==1.1.4
gepa==0.1.1 | gepa==0.1.4
ghapi==1.0.14 | ghapi==2.1.4
giddy==2.3.6 | giddy==2.3.9
gitdb==4.0.12 <
GitPython==3.1.47 <
google-adk==1.29.0 | google-adk==2.7.1
google-api-python-client==2.194.0 | google-api-python-client==2.200.0
google-auth==2.47.0 | google-auth==2.49.0
google-auth-httplib2==0.3.1 | google-auth-httplib2==0.4.2
google-auth-oauthlib==1.3.1 | google-auth-oauthlib==1.4.1
google-cloud-aiplatform==1.148.1 | google-cloud-aiplatform==2.3.0
google-cloud-appengine-logging==1.9.0 | google-cloud-bigquery==3.44.0
google-cloud-audit-log==0.5.0 | google-cloud-bigquery-connection==1.22.0
google-cloud-bigquery==3.41.0 | google-cloud-core==2.7.0
google-cloud-bigquery-connection==1.21.0 | google-cloud-dataproc==5.28.0
google-cloud-bigtable==2.36.0 | google-cloud-datastore==2.25.0
google-cloud-core==2.5.1 <
google-cloud-dataplex==2.18.0 <
google-cloud-dataproc==5.27.0 <
google-cloud-datastore==2.24.0 <
google-cloud-discoveryengine==0.13.12 <
google-cloud-functions==1.23.0 | google-cloud-functions==1.24.0
google-cloud-iam==2.22.0 | google-cloud-language==2.21.0
google-cloud-language==2.20.0 | google-cloud-monitoring==2.31.0
google-cloud-logging==3.15.0 | google-cloud-resource-manager==1.18.0
google-cloud-monitoring==2.30.0 | google-cloud-spanner==3.68.0
google-cloud-pubsub==2.37.0 | google-cloud-storage==3.13.1
google-cloud-resource-manager==1.17.0 | google-cloud-storage-control==1.12.0
google-cloud-secret-manager==2.27.0 | google-cloud-texttospeech==2.37.0
google-cloud-spanner==3.65.0 | google-cloud-translate==3.27.0
google-cloud-speech==2.38.0 <
google-cloud-storage==3.10.1 <
google-cloud-trace==1.19.0 <
google-cloud-translate==3.26.0 <
google-genai==1.68.0 | google-genai==2.12.1
google-resumable-media==2.8.2 | google-resumable-media==2.10.2
googleapis-common-protos==1.74.0 | googleapis-common-protos==1.75.0
gradio==5.50.0 | gradio==6.26.0
gradio_client==1.14.0 | gradio_client==2.6.1
grain==0.2.16 | grain==0.2.18
greenlet==3.4.0 | greenlet==3.5.5
grpcio==1.81.1 | grpcio==1.84.0
h2==4.3.0 | h2==4.4.1
h2o==3.46.0.11 | h2o==3.46.0.12
hdbscan==0.8.42 | hdbscan==0.8.44
hf-xet==1.4.3 | hf-gradio==0.4.1
highspy==1.14.0 | hf-xet==1.6.0
holidays==0.95 | highspy==1.15.1
holoviews==1.22.1 | holidays==0.103
hpack==4.1.0 | holoviews==1.23.2
> hpack==4.2.0
> httpcore2==2.12.0
httplib2==0.31.2 | httplib2==0.32.0
httptools==0.7.1 | httptools==0.8.0
httpx-sse==0.4.3 | httpx2==2.12.0
huggingface_hub==1.11.0 | huggingface_hub==1.29.0
humanize==4.15.0 | humanize==4.16.0
hyperopt==0.2.7 | hyperopt==0.3.0
idna==3.13 | idna==3.19
ImageIO==2.37.3 | ImageIO==2.37.4
imagesize==2.0.0 | imagesize==2.0.1
imbalanced-learn==0.14.1 | imbalanced-learn==0.14.2
importlib_metadata==8.7.1 | importlib_metadata==8.9.0
> interface_meta==2.0.1
jaraco.functools==4.4.0 | jaraco.functools==4.6.0
jax==0.7.2 | jax==0.11.1
jax-cuda12-pjrt==0.7.2 | jax-cuda12-pjrt==0.11.1
jax-cuda12-plugin==0.7.2 | jax-cuda12-plugin==0.11.1
jaxlib==0.7.2 | jaxlib==0.11.1
jedi==0.19.2 | jedi==0.20.0
joblib==1.5.3 | joblib==1.6.0
> joserfc==1.7.5
> json-rpc==1.15.0
jsonpickle==4.1.1 | jsonpickle==4.1.2
jupyter-lsp==1.5.1 | jupyter-lsp==2.3.1
jupyter_server_fileid==0.9.3 | jupyter_server_proxy==4.6.0
jupyter_server_proxy==4.5.0 <
jupyter_server_ydoc==0.8.0 | jupyterlab==4.5.11
jupyter-ydoc==0.2.5 | jupyterlab-lsp==5.3.0
jupyterlab==3.6.8 <
jupyterlab-lsp==3.10.2 <
jupyterlab_server==2.28.0 | jupyterlab_server==2.28.1
jupyterlab_widgets==3.0.16 | jupyterlab_widgets==3.0.17
jupytext==1.19.1 | jupytext==1.19.5
kaggle-environments==1.29.3 | kaggle-environments==1.27.3
kagglehub==1.0.0 | kagglehub==1.0.2
kagglesdk==0.1.20 | kagglesdk==0.1.37
kiwisolver==1.5.0 | kiwisolver==1.5.1
kornia_rs==0.1.14 | kornia_rs==0.2.0
langchain==1.2.15 | langchain==1.3.18
langchain-core==1.3.1 | langchain-core==1.6.1
langgraph==1.1.9 | langchain-protocol==0.0.19
langgraph-checkpoint==4.0.2 | langgraph==1.2.11
langgraph-prebuilt==1.0.10 | langgraph-checkpoint==4.2.0
langgraph-sdk==0.3.13 | langgraph-prebuilt==1.1.0
> langgraph-sdk==0.4.4
langsmith==0.7.34 | langsmith==0.12.1
launchpadlib==1.10.16 | launchpadlib==1.11.0
lazr.restfulclient==0.14.4 | lazr.restfulclient==0.14.6
linkify-it-py==2.1.0 | linkify-it-py==2.2.0
litellm==1.82.4 | litellm==1.85.7
llvmlite==0.43.0 | llvmlite==0.44.0
lxml==6.1.0 | lxml==6.1.2
Mako==1.3.11 | Mako==1.4.3
Markdown==3.10.2 | Markdown==3.10.3
markdown-it-py==4.0.0 | markdown-it-py==4.2.0
matplotlib-inline==0.2.1 | matplotlib-inline==0.2.2
mcp==1.27.0 | mdit-py-plugins==0.6.1
mdit-py-plugins==0.5.0 <
ml_dtypes==0.5.4 | ml_dtypes==0.6.0
mmh3==5.2.1 | mmh3==5.3.0
mne==1.12.1 | mne==1.13.2
moocore==0.3.1 | moocore==0.3.2
msgpack==1.1.2 | msgpack==1.2.2
multiprocess==0.70.16 | multiprocess==0.70.19
music21==9.9.1 | music21==9.9.2
narwhals==2.20.0 | narwhals==2.25.0
nbdev==3.0.17 | nbdev==3.3.24
nbformat==5.10.4 | nbformat==5.11.1
> nh3==0.3.7
nilearn==0.13.1 ...
v171 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v171
Digest: 9154f8c8231389edbf71b1a5af8cc3334283e5173827c1618bd90f802b1276a9
== Comparing pip list --format=freeze ==
a2a-sdk==0.3.26 | a2a-sdk==1.2.1
accelerate==1.13.0 | accelerate==1.14.0
affine==2.4.0 | affine==3.0.1
aiofiles==22.1.0 | aiobotocore==2.26.0
aiohappyeyeballs==2.6.1 | aiofiles==25.1.0
aiohttp==3.13.5 | aiohappyeyeballs==2.7.1
> aiohttp==3.14.3
> aioitertools==0.13.0
ale-py==0.11.2 | ale-py==0.12.1
alembic==1.18.4 | alembic==1.20.0
annotated-doc==0.0.4 | annotated-doc==0.0.5
annotated-types==0.7.0 | annotated-types==0.8.0
anyio==4.13.0 | anyio==4.14.2
apsw==3.53.0.0 | apsw==3.53.4.0
apswutils==0.1.2 <
argon2-cffi-bindings==25.1.0 | argon2-cffi-bindings==26.1.0
astropy==7.2.0 | astropy==7.2.2
astropy-iers-data==0.2026.4.20.0.58.15 | astropy-iers-data==0.2026.8.31.0.57.9
asttokens==3.0.1 | asttokens==3.0.2
> async-lru==2.3.0
> audioop-lts==0.2.2
Authlib==1.6.11 | Authlib==1.8.0
autograd==1.8.0 | autograd==1.9.1
betterproto==2.0.0b6 | betterproto==2.0.0b7
bigframes==2.39.0 | bigframes==2.48.0
blake3==1.0.9 | blake3==1.0.10
bleach==6.3.0 | bleach==6.4.0
blobfile==3.2.0 | blobfile==3.3.0
blosc2==4.1.2 | blosc2==4.12.0
boto3==1.43.36 | boto3==1.41.5
botocore==1.43.36 | botocore==1.41.5
bqplot==0.12.45 | bqplot==0.12.47
build==1.5.0 | build==1.6.1
Cartopy==0.25.0 | Cartopy==0.26.0
category_encoders==2.9.0 | category_encoders==2.11.1
certifi==2026.4.22 | certifi==2026.7.22
cffi==2.0.0 | cffi==2.1.1
charset-normalizer==3.4.7 | charset-normalizer==3.4.9
click==8.3.3 | click==8.5.0
cloudpathlib==0.23.0 | cloudpathlib==0.25.0
colorcet==3.1.0 | colorcet==3.2.1
colorlog==6.10.1 | colorlog==6.12.0
coverage==7.14.3 | coverage==7.16.2
cramjam==2.11.0 | cramjam==2.12.1
cryptography==43.0.3 | cryptography==50.0.1
curl_cffi==0.15.0 | curl_cffi==0.16.2
dask==2026.3.0 | dask==2026.8.0
datasets==5.0.0 | datasets==4.8.5
db-dtypes==1.5.1 | db-dtypes==1.7.1
dbus-python==1.2.18 | dbus-python==1.3.2
Deprecated==1.3.1 | Deprecated==3.0.0
diffusers==0.37.1 | diffusers==0.40.0
distributed==2026.3.0 | distributed==2026.8.0
docker==7.1.0 | docker==7.2.0
earthengine-api==1.7.22 | earthengine-api==1.7.39
emoji==2.15.0 | emoji==2.16.0
execnb==0.2.2 | execnb==0.3.3
Farama-Notifications==0.0.4 | Farama-Notifications==0.0.6
fastai==2.8.7 | fastai==2.8.8
fastapi==0.136.1 | fastapi==0.141.1
fastcore==1.12.42 | fastcore==2.2.32
fastgit==0.0.5 | fastgit==0.1.4
fastjsonschema==2.21.2 | fastjsonschema==2.22.2
fastlite==0.2.4 | fastprogress==1.1.6
fastprogress==1.1.5 | fastspec==0.2.5
> fasttransport==0.0.4
ffmpy==1.0.0 | filelock==3.32.5
filelock==3.29.0 <
flax==0.11.2 | flax==0.12.10
fonttools==4.62.1 | fonttools==4.64.0
> formulaic==1.2.2
fsspec==2025.3.0 | fsspec==2025.12.0
funcy==2.0 | funcy==2.1
fury==0.12.0 | fury==0.11.0
gcsfs==2025.3.0 | gcsfs==2025.12.0
geemap==0.37.2 | geemap==0.38.4
geopandas==1.1.3 | geopandas==1.1.4
gepa==0.1.1 | gepa==0.1.4
ghapi==1.0.14 | ghapi==2.1.4
giddy==2.3.6 | giddy==2.3.9
gitdb==4.0.12 <
GitPython==3.1.47 <
google-adk==1.29.0 | google-adk==2.7.1
google-api-python-client==2.194.0 | google-api-python-client==2.200.0
google-auth==2.47.0 | google-auth==2.49.0
google-auth-httplib2==0.3.1 | google-auth-httplib2==0.4.2
google-auth-oauthlib==1.3.1 | google-auth-oauthlib==1.4.1
google-cloud-aiplatform==1.148.1 | google-cloud-aiplatform==2.3.0
google-cloud-appengine-logging==1.9.0 | google-cloud-bigquery==3.44.0
google-cloud-audit-log==0.5.0 | google-cloud-bigquery-connection==1.22.0
google-cloud-bigquery==3.41.0 | google-cloud-core==2.7.0
google-cloud-bigquery-connection==1.21.0 | google-cloud-dataproc==5.28.0
google-cloud-bigtable==2.36.0 | google-cloud-datastore==2.25.0
google-cloud-core==2.5.1 <
google-cloud-dataplex==2.18.0 <
google-cloud-dataproc==5.27.0 <
google-cloud-datastore==2.24.0 <
google-cloud-discoveryengine==0.13.12 <
google-cloud-functions==1.23.0 | google-cloud-functions==1.24.0
google-cloud-iam==2.22.0 | google-cloud-language==2.21.0
google-cloud-language==2.20.0 | google-cloud-monitoring==2.31.0
google-cloud-logging==3.15.0 | google-cloud-resource-manager==1.18.0
google-cloud-monitoring==2.30.0 | google-cloud-spanner==3.68.0
google-cloud-pubsub==2.37.0 | google-cloud-storage==3.13.1
google-cloud-resource-manager==1.17.0 | google-cloud-storage-control==1.12.0
google-cloud-secret-manager==2.27.0 | google-cloud-texttospeech==2.37.0
google-cloud-spanner==3.65.0 | google-cloud-translate==3.27.0
google-cloud-speech==2.38.0 <
google-cloud-storage==3.10.1 <
google-cloud-trace==1.19.0 <
google-cloud-translate==3.26.0 <
google-genai==1.68.0 | google-genai==2.12.1
google-resumable-media==2.8.2 | google-resumable-media==2.10.2
googleapis-common-protos==1.74.0 | googleapis-common-protos==1.75.0
gradio==5.50.0 | gradio==6.26.0
gradio_client==1.14.0 | gradio_client==2.6.1
grain==0.2.16 | grain==0.2.18
greenlet==3.4.0 | greenlet==3.5.5
grpcio==1.81.1 | grpcio==1.84.0
h2==4.3.0 | h2==4.4.1
h2o==3.46.0.11 | h2o==3.46.0.12
hdbscan==0.8.42 | hdbscan==0.8.44
hf-xet==1.4.3 | hf-gradio==0.4.1
highspy==1.14.0 | hf-xet==1.6.0
holidays==0.95 | highspy==1.15.1
holoviews==1.22.1 | holidays==0.103
hpack==4.1.0 | holoviews==1.23.2
> hpack==4.2.0
> httpcore2==2.12.0
httplib2==0.31.2 | httplib2==0.32.0
httptools==0.7.1 | httptools==0.8.0
httpx-sse==0.4.3 | httpx2==2.12.0
huggingface_hub==1.11.0 | huggingface_hub==1.29.0
humanize==4.15.0 | humanize==4.16.0
hyperopt==0.2.7 | hyperopt==0.3.0
idna==3.13 | idna==3.19
ImageIO==2.37.3 | ImageIO==2.37.4
imagesize==2.0.0 | imagesize==2.0.1
imbalanced-learn==0.14.1 | imbalanced-learn==0.14.2
importlib_metadata==8.7.1 | importlib_metadata==8.9.0
> interface_meta==2.0.1
jaraco.functools==4.4.0 | jaraco.functools==4.6.0
jax==0.7.2 | jax==0.11.1
jaxlib==0.7.2 | jaxlib==0.11.1
jedi==0.19.2 | jedi==0.20.0
joblib==1.5.3 | joblib==1.6.0
> joserfc==1.7.5
> json-rpc==1.15.0
jsonpickle==4.1.1 | jsonpickle==4.1.2
jupyter-lsp==1.5.1 | jupyter-lsp==2.3.1
jupyter_server_fileid==0.9.3 | jupyter_server_proxy==4.6.0
jupyter_server_proxy==4.5.0 <
jupyter_server_ydoc==0.8.0 | jupyterlab==4.5.11
jupyter-ydoc==0.2.5 | jupyterlab-lsp==5.3.0
jupyterlab==3.6.8 <
jupyterlab-lsp==3.10.2 <
jupyterlab_server==2.28.0 | jupyterlab_server==2.28.1
jupyterlab_widgets==3.0.16 | jupyterlab_widgets==3.0.17
jupytext==1.19.1 | jupytext==1.19.5
kaggle-environments==1.29.3 | kaggle-environments==1.27.3
kagglehub==1.0.0 | kagglehub==1.0.2
kagglesdk==0.1.20 | kagglesdk==0.1.37
kiwisolver==1.5.0 | kiwisolver==1.5.1
kornia_rs==0.1.14 | kornia_rs==0.2.0
langchain==1.2.15 | langchain==1.3.18
langchain-core==1.3.1 | langchain-core==1.6.1
langgraph==1.1.9 | langchain-protocol==0.0.19
langgraph-checkpoint==4.0.2 | langgraph==1.2.11
langgraph-prebuilt==1.0.10 | langgraph-checkpoint==4.2.0
langgraph-sdk==0.3.13 | langgraph-prebuilt==1.1.0
> langgraph-sdk==0.4.4
langsmith==0.7.34 | langsmith==0.12.1
launchpadlib==1.10.16 | launchpadlib==1.11.0
lazr.restfulclient==0.14.4 | lazr.restfulclient==0.14.6
linkify-it-py==2.1.0 | linkify-it-py==2.2.0
litellm==1.82.4 | litellm==1.85.7
llvmlite==0.43.0 | llvmlite==0.44.0
lxml==6.1.0 | lxml==6.1.2
Mako==1.3.11 | Mako==1.4.3
Markdown==3.10.2 | Markdown==3.10.3
markdown-it-py==4.0.0 | markdown-it-py==4.2.0
matplotlib-inline==0.2.1 | matplotlib-inline==0.2.2
mcp==1.27.0 | mdit-py-plugins==0.6.1
mdit-py-plugins==0.5.0 <
ml_dtypes==0.5.4 | ml_dtypes==0.6.0
mmh3==5.2.1 | mmh3==5.3.0
mne==1.12.1 | mne==1.13.2
moocore==0.3.1 | moocore==0.3.2
msgpack==1.1.2 | msgpack==1.2.2
multiprocess==0.70.16 | multiprocess==0.70.19
music21==9.9.1 | music21==9.9.2
narwhals==2.20.0 | narwhals==2.25.0
nbdev==3.0.17 | nbdev==3.3.24
nbformat==5.10.4 | nbformat==5.11.1
> nh3==0.3.7
nilearn==0.13.1 | nilearn==0.14.1
ninja==1.13.0 | ninja==1.13.2
numba==0.60.0 | numba==0.61.2
numexpr==2.14.1 | numexpr==2.14.2
numpy==2.0.2 | numpy==2.1.3
nvidia-nccl-cu12==2.30.4 | nvidia-nccl-cu1...
v170 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v170
Digest: 313c26c91619aab5a4e322b41e70ce3a4728c21b6deeb962e41a4b4e10b1c35b
== Comparing pip list --format=freeze ==
accelerate==1.13.0 | accelerate==1.14.0
aiohttp==3.13.5 | aiohttp==3.14.1
> annotated-doc==0.0.4
anyio==4.13.0 | anyio==4.14.1
beautifulsoup4==4.14.3 | beautifulsoup4==4.15.0
bleach==6.3.0 | bleach==6.4.0
certifi==2026.5.20 | certifi==2026.6.17
chex==0.1.91 | chex==0.1.92
click==8.4.1 | click==8.4.2
datasets==2.14.4 | datasets==5.0.0
debugpy==1.8.20 | debugpy==1.8.21
diffusers==0.38.0 | diffusers==0.37.1
dill==0.3.7 | dill==0.4.1
distrax==0.1.8 | distrax==0.1.9
filelock==3.29.0 | filelock==3.29.4
grain==0.2.16 | grain==0.2.18
grpcio==1.81.0rc1 | grpcio==1.82.0rc2
hf-xet==1.5.0 | hf-xet==1.5.1
huggingface_hub==0.36.2 | huggingface_hub==1.21.0
idna==3.16 | idna==3.18
ipykernel==7.2.0 | ipykernel==7.3.0
ipython==9.13.0 | ipython==9.15.0
jax==0.10.1 | jax==0.10.2
jaxlib==0.10.1 | jaxlib==0.10.2
jaxtyping==0.3.10 | jaxtyping==0.3.11
json5==0.14.0 | json5==0.15.0
jupyter_client==8.8.0 | jupyter_client==8.9.1
jupyter_server==2.18.2 | jupyter_server==2.20.0
kagglehub==1.0.1 | kagglehub==1.0.2
kagglesdk==0.1.23 | kagglesdk==0.1.30
keras==3.14.1 | keras==3.15.0
keras-hub==0.29.0 | keras-hub==0.29.1
keras-nlp==0.29.0 | keras-nlp==0.29.1
llvmlite==0.47.0 | llvmlite==0.46.0
matplotlib==3.11.0rc2 | matplotlib==3.11.0
mistune==3.2.1 | mistune==3.3.2
msgpack==1.1.2 | msgpack==1.2.1
multiprocess==0.70.15 | multiprocess==0.70.19
narwhals==2.21.2 | narwhals==2.22.1
nbclient==0.10.4 | nbclient==0.11.0
nest-asyncio==1.6.0 | nest-asyncio2==1.7.2
numba==0.65.1 | numba==0.63.0b1
numpy==2.4.6 | numpy==2.5.0
omegaconf==2.4.0.dev11 | omegaconf==2.4.0.dev12
orbax-checkpoint==0.11.40 | orbax-checkpoint==0.12.1
pandas==3.0.3 | pandas==3.0.4
perfetto==0.16.0 | perfetto==0.56.0
platformdirs==4.9.6 | platformdirs==4.10.0
> portpicker==1.6.0
protobuf==7.35.0 | protobuf==7.35.1
pylint==4.0.5 | pylint==4.0.6
qwix==0.1.6 | qwix==0.1.8
regex==2026.5.9 | regex==2026.6.28
rpds-py==0.30.0 | rpds-py==2026.5.1
safetensors==0.8.0rc0 | safetensors==0.7.0
scikit-learn==1.9.0rc1 | scikit-learn==1.9.0
scipy==1.17.1 | scipy==1.18.0
> shellingham==1.5.4
snowballstemmer==3.1.0 | snowballstemmer==3.1.1
stringzilla==4.6.1 | stringzilla==4.6.2
tensorflow-metadata==1.17.3 | tensorflow-metadata==1.21.0
tfp-nightly==0.26.0.dev20260525 | tfp-nightly==0.26.0.dev20260629
tinycss2==1.4.0 | tinycss2==1.5.1
tornado==6.5.5 | tornado==6.5.7
tpu-info==0.11.0 | tpu-info==0.14.1
tqdm==4.67.3 | tqdm==4.68.3
traitlets==5.15.0 | traitlets==5.15.1
transformers==4.57.1 | transformers==5.12.1
typing_extensions==4.15.0 | typer==0.25.1
> typing_extensions==4.16.0rc2
ujson==5.12.1 | ujson==5.13.0
wcwidth==0.7.0 | wcwidth==0.8.1
wrapt==2.2.1 | wrapt==2.2.2
xxhash==3.7.0 | xxhash==3.8.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
ffmpeg==7:7.1.4-0+deb13u1 | ffmpeg==7:7.1.5-0+deb13u1
imagemagick==8:7.1.1.43+dfsg1-1+deb13u8 | imagemagick==8:7.1.1.43+dfsg1-1+deb13u10
imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u8 | imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u10
imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u8 | imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u10
krb5-multidev:amd64==1.21.3-5 | krb5-multidev:amd64==1.21.3-5+deb13u1
libavcodec61:amd64==7:7.1.4-0+deb13u1 | libavcodec61:amd64==7:7.1.5-0+deb13u1
libavdevice61:amd64==7:7.1.4-0+deb13u1 | libavdevice61:amd64==7:7.1.5-0+deb13u1
libavfilter10:amd64==7:7.1.4-0+deb13u1 | libavfilter10:amd64==7:7.1.5-0+deb13u1
libavformat61:amd64==7:7.1.4-0+deb13u1 | libavformat61:amd64==7:7.1.5-0+deb13u1
libavutil59:amd64==7:7.1.4-0+deb13u1 | libavutil59:amd64==7:7.1.5-0+deb13u1
libgcrypt20:amd64==1.11.0-7 | libgcrypt20:amd64==1.11.0-7+deb13u1
libgssapi-krb5-2:amd64==1.21.3-5 | libgssapi-krb5-2:amd64==1.21.3-5+deb13u1
libgssrpc4t64:amd64==1.21.3-5 | libgssrpc4t64:amd64==1.21.3-5+deb13u1
libjxl0.11:amd64==0.11.2-0.1~deb13u1 | libjxl0.11:amd64==0.11.2-0.1~deb13u2
libk5crypto3:amd64==1.21.3-5 | libk5crypto3:amd64==1.21.3-5+deb13u1
libkadm5clnt-mit12:amd64==1.21.3-5 | libkadm5clnt-mit12:amd64==1.21.3-5+deb13u1
libkadm5srv-mit12:amd64==1.21.3-5 | libkadm5srv-mit12:amd64==1.21.3-5+deb13u1
libkdb5-10t64:amd64==1.21.3-5 | libkdb5-10t64:amd64==1.21.3-5+deb13u1
libkrb5-3:amd64==1.21.3-5 | libkrb5-3:amd64==1.21.3-5+deb13u1
libkrb5-dev:amd64==1.21.3-5 | libkrb5-dev:amd64==1.21.3-5+deb13u1
libkrb5support0:amd64==1.21.3-5 | libkrb5support0:amd64==1.21.3-5+deb13u1
libmagickcore-7-arch-config:amd64==8:7.1.1.43+dfsg1-1+deb13u8 | libmagickcore-7-arch-config:amd64==8:7.1.1.43+dfsg1-1+deb13u1
libmagickcore-7-headers==8:7.1.1.43+dfsg1-1+deb13u8 | libmagickcore-7-headers==8:7.1.1.43+dfsg1-1+deb13u10
libmagickcore-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u8 | libmagickcore-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u10
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+deb13u8 | libmagickcore-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u10
libmagickcore-dev==8:7.1.1.43+dfsg1-1+deb13u8 | libmagickcore-dev==8:7.1.1.43+dfsg1-1+deb13u10
libmagickwand-7-headers==8:7.1.1.43+dfsg1-1+deb13u8 | libmagickwand-7-headers==8:7.1.1.43+dfsg1-1+deb13u10
libmagickwand-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u8 | libmagickwand-7.q16-10:amd64==8:7.1.1.43+dfsg1-1+deb13u10
libmagickwand-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u8 | libmagickwand-7.q16-dev:amd64==8:7.1.1.43+dfsg1-1+deb13u10
libmagickwand-dev==8:7.1.1.43+dfsg1-1+deb13u8 | libmagickwand-dev==8:7.1.1.43+dfsg1-1+deb13u10
libpostproc58:amd64==7:7.1.4-0+deb13u1 | libpostproc58:amd64==7:7.1.5-0+deb13u1
librabbitmq4:amd64==0.15.0-1 | librabbitmq4:amd64==0.15.0-1+deb13u1
libssl-dev:amd64==3.5.6-1~deb13u1 | libssl-dev:amd64==3.5.6-1~deb13u2
libssl3t64:amd64==3.5.6-1~deb13u1 | libssl3t64:amd64==3.5.6-1~deb13u2
libswresample5:amd64==7:7.1.4-0+deb13u1 | libswresample5:amd64==7:7.1.5-0+deb13u1
libswscale8:amd64==7:7.1.4-0+deb13u1 | libswscale8:amd64==7:7.1.5-0+deb13u1
libunbound8:amd64==1.22.0-2+deb13u2 | libunbound8:amd64==1.22.0-2+deb13u3
linux-libc-dev==6.12.88-1 | linux-libc-dev==6.12.94-1
openssl==3.5.6-1~deb13u1 | openssl==3.5.6-1~deb13u2
openssl-provider-legacy==3.5.6-1~deb13u1 | openssl-provider-legacy==3.5.6-1~deb13u2
== Comparing printenv | sort ==
BUILD_DATE=20260525-122510 | BUILD_DATE=20260629-122509
GIT_COMMIT=9aa84ad60f05e207506ca92cf19b4b16b3f9f108 | GIT_COMMIT=fc61d5cda7da39530055bae9bd0e92865f995cd9
HOSTNAME=317027332b5f | HOSTNAME=a51c021a0ef3
v170 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v170
Digest: bdf9e0538555f90453619adefb49ba40cfa136db44a9c9be7a42ea715c0aa068
== Comparing pip list --format=freeze ==
astropy-iers-data==0.2026.4.6.0.54.57 | astropy-iers-data==0.2026.4.20.0.58.15
Authlib==1.6.9 | Authlib==1.6.11
bayesian-optimization==3.2.2 | bayesian-optimization==3.3.0
bigquery-magics==0.12.2 | bigquery-magics==0.14.0
blake3==1.0.8 | blake3==1.0.9
boto3==1.43.14 | boto3==1.43.36
botocore==1.43.14 | botocore==1.43.36
certifi==2026.2.25 | certifi==2026.4.22
click==8.3.2 | click==8.3.3
coverage==7.14.0 | coverage==7.14.3
cuda-bindings==13.2.0 | cuda-bindings==12.9.4
cuda-core==1.0.1 | cuda-core==0.3.2
cuda-pathfinder==1.5.4 | cuda-pathfinder==1.5.3
datasets==4.8.5 | datasets==5.0.0
docstring_parser==0.17.0 | docstring_parser==0.18.0
earthengine-api==1.7.21 | earthengine-api==1.7.22
fastapi==0.135.3 | fastapi==0.136.1
fastcore==1.12.36 | fastcore==1.12.42
fastgit==0.0.4 | fastgit==0.0.5
filelock==3.25.2 | filelock==3.29.0
gdown==5.2.1 | gdown==5.2.2
geojson==3.2.0 | geojson==3.3.0
ghapi==1.0.13 | ghapi==1.0.14
GitPython==3.1.46 | GitPython==3.1.47
google-cloud-aiplatform==1.147.0 | google-cloud-aiplatform==1.148.1
google-cloud-dataproc==5.26.0 | google-cloud-dataproc==5.27.0
google-cloud-firestore==2.26.0 | google-cloud-firestore==2.27.0
google-cloud-spanner==3.64.0 | google-cloud-spanner==3.65.0
google-cloud-videointelligence==2.19.0 | google-cloud-videointelligence==2.20.0
google-cloud-vision==3.14.0 | google-cloud-vision==3.15.0
grpcio==1.80.0 | grpcio==1.81.1
> grpcio-tools==1.71.2
holidays==0.94 | holidays==0.95
huggingface_hub==1.10.1 | huggingface_hub==1.11.0
idna==3.11 | idna==3.13
importlib_resources==6.5.2 | importlib_resources==7.1.0
json5==0.14.0 | json5==0.15.0
jupyter-events==0.12.0 | jupyter-events==0.12.1
kaggle==2.0.1 | kaggle==2.0.2
kagglesdk==0.1.18 | kagglesdk==0.1.20
langchain-core==1.2.28 | langchain-core==1.3.1
langgraph==1.1.6 | langgraph==1.1.9
langgraph-checkpoint==4.0.1 | langgraph-checkpoint==4.0.2
langgraph-prebuilt==1.0.9 | langgraph-prebuilt==1.0.10
langsmith==0.7.30 | langsmith==0.7.34
llvmlite==0.47.0 | llvmlite==0.43.0
lxml==6.0.3 | lxml==6.1.0
Mako==1.3.10 | Mako==1.3.11
multitasking==0.0.12 | multitasking==0.0.13
narwhals==2.19.0 | narwhals==2.20.0
numba==0.65.1 | numba==0.60.0
numba-cuda==0.30.2 | numba-cuda==0.22.2
numpy==2.4.6 | numpy==2.0.2
nvidia-cuda-nvcc-cu12==12.5.82 | nvidia-cuda-nvcc-cu12==12.8.93
onnx==1.21.0 | onnx==1.22.0
openai==2.31.0 | openai==2.32.0
openslide-bin==4.0.0.13 | openslide-bin==4.0.1.2
openslide-python==1.4.3 | openslide-python==1.4.6
optuna==4.8.0 | optuna==4.9.0
orbax-checkpoint==0.11.34 | orbax-checkpoint==0.11.36
packaging==26.2 | packaging==26.1
peewee==4.0.4 | peewee==4.0.5
peft==0.18.1 | peft==0.19.1
psycopg2==2.9.11 | psycopg2==2.9.12
pydantic-settings==2.13.1 | pydantic-settings==2.14.0
pyexcel-io==0.6.7 | pyexcel-io==0.6.8
pypdf==6.12.1 | pypdf==6.14.2
pytools==2026.1 | pytools==2026.1.1
pytorch-lightning==2.6.4 | pytorch-lightning==2.6.5
ruff==0.15.10 | ruff==0.15.11
s3transfer==0.17.0 | s3transfer==0.19.0
scikit-surprise==1.1.4 | scikit-surprise==1.1.5
scooby==0.11.0 | scooby==0.11.2
securesystemslib==1.3.1 | securesystemslib==1.4.0
sentence-transformers==5.4.0 | sentence-transformers==5.4.1
sentry-sdk==2.57.0 | sentry-sdk==2.58.0
setuptools==75.2.0 | setuptools==81.0.0
sigstore==4.2.0 | sigstore==4.3.0
simplejson==3.20.2 | simplejson==4.1.0
smart_open==7.5.1 | smart_open==7.6.0
spanner-graph-notebook==1.1.8 | spanner-graph-notebook==1.1.10
tensorboard==2.19.0 | tensorboard==2.20.0
tensorflow==2.19.0 | tensorflow==2.20.0
tensorflow_decision_forests==1.12.0 <
tensorflow-text==2.19.0 | tensorflow-text==2.20.1
tf_keras==2.19.0 | tf_keras==2.20.0
tifffile==2026.3.3 | tifffile==2026.4.11
traitlets==5.15.0 | traitlets==5.15.1
tuf==6.0.0 | tuf==7.0.0
typer==0.24.1 | typer==0.24.2
types-setuptools==82.0.0.20260210 | types-setuptools==82.0.0.20260508
ujson==5.12.1 | ujson==5.13.0
update-checker==0.18.0 | update_checker==1.0.0
urwid==4.0.0 | urwid==4.0.3
uvicorn==0.44.0 | uvicorn==0.46.0
Wand==0.7.1 | Wand==0.7.2
wandb==0.25.1 | wandb==0.26.1
wheel==0.46.3 | wheel==0.47.0
wurlitzer==3.1.1 <
> ydf_tf==2.20.0
zipp==3.23.0 | zipp==3.23.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
curl==7.81.0-1ubuntu1.23 | curl==7.81.0-1ubuntu1.24
distro-info-data==0.52ubuntu0.11 | distro-info-data==0.52ubuntu0.12
gh==2.89.0 | gh==2.92.0
gir1.2-packagekitglib-1.0==1.2.5-2ubuntu3 | gir1.2-packagekitglib-1.0==1.2.5-2ubuntu3.1
iproute2==5.15.0-1ubuntu2 | iproute2==5.15.0-1ubuntu2.1
jq==1.6-2.1ubuntu3.1 | jq==1.6-2.1ubuntu3.2
kmod==29-1ubuntu1 | kmod==29-1ubuntu1.1
libarchive13:amd64==3.6.0-1ubuntu1.5 | libarchive13:amd64==3.6.0-1ubuntu1.6
libavahi-client3:amd64==0.8-5ubuntu5.4 | libavahi-client3:amd64==0.8-5ubuntu5.5
libavahi-common-data:amd64==0.8-5ubuntu5.4 | libavahi-common-data:amd64==0.8-5ubuntu5.5
libavahi-common3:amd64==0.8-5ubuntu5.4 | libavahi-common3:amd64==0.8-5ubuntu5.5
libcairo-gobject2:amd64==1.16.0-5ubuntu2 | libcairo-gobject2:amd64==1.16.0-5ubuntu2.1
libcairo-script-interpreter2:amd64==1.16.0-5ubuntu2 | libcairo-script-interpreter2:amd64==1.16.0-5ubuntu2.1
libcairo2:amd64==1.16.0-5ubuntu2 | libcairo2:amd64==1.16.0-5ubuntu2.1
libcairo2-dev:amd64==1.16.0-5ubuntu2 | libcairo2-dev:amd64==1.16.0-5ubuntu2.1
libcap2-bin==1:2.44-1ubuntu0.22.04.2 | libcap2-bin==1:2.44-1ubuntu0.22.04.3
libcurl3-gnutls:amd64==7.81.0-1ubuntu1.23 | libcurl3-gnutls:amd64==7.81.0-1ubuntu1.24
libcurl4:amd64==7.81.0-1ubuntu1.23 | libcurl4:amd64==7.81.0-1ubuntu1.24
libcurl4-openssl-dev:amd64==7.81.0-1ubuntu1.23 | libcurl4-openssl-dev:amd64==7.81.0-1ubuntu1.24
libjq1:amd64==1.6-2.1ubuntu3.1 | libjq1:amd64==1.6-2.1ubuntu3.2
libkmod2:amd64==29-1ubuntu1 | libkmod2:amd64==29-1ubuntu1.1
libnghttp2-14:amd64==1.43.0-1ubuntu0.2 | libnghttp2-14:amd64==1.43.0-1ubuntu0.3
libopenjp2-7:amd64==2.4.0-6ubuntu0.4 | libopenjp2-7:amd64==2.4.0-6ubuntu0.5
libopenjp2-7-dev:amd64==2.4.0-6ubuntu0.4 | libopenjp2-7-dev:amd64==2.4.0-6ubuntu0.5
libpackagekit-glib2-18:amd64==1.2.5-2ubuntu3 | libpackagekit-glib2-18:amd64==1.2.5-2ubuntu3.1
libpam-systemd:amd64==249.11-0ubuntu3.19 | libpam-systemd:amd64==249.11-0ubuntu3.20
libpng-dev:amd64==1.6.37-3ubuntu0.4 | libpng-dev:amd64==1.6.37-3ubuntu0.5
libpng16-16:amd64==1.6.37-3ubuntu0.4 | libpng16-16:amd64==1.6.37-3ubuntu0.5
libpolkit-agent-1-0:amd64==0.105-33 | libpolkit-agent-1-0:amd64==0.105-33ubuntu0.1
libpolkit-gobject-1-0:amd64==0.105-33 | libpolkit-gobject-1-0:amd64==0.105-33ubuntu0.1
libssl-dev:amd64==3.0.2-0ubuntu1.21 | libssl-dev:amd64==3.0.2-0ubuntu1.23
libssl3:amd64==3.0.2-0ubuntu1.21 | libssl3:amd64==3.0.2-0ubuntu1.23
libsystemd0:amd64==249.11-0ubuntu3.19 | libsystemd0:amd64==249.11-0ubuntu3.20
libxnvctrl0:amd64==595.58.03-1ubuntu1 | libxnvctrl0:amd64==595.71.05-1ubuntu1
linux-headers-5.15.0-173==5.15.0-173.183 | linux-headers-5.15.0-177==5.15.0-177.187
linux-headers-5.15.0-173-generic==5.15.0-173.183 | linux-headers-5.15.0-177-generic==5.15.0-177.187
linux-headers-generic==5.15.0.173.161 | linux-headers-generic==5.15.0.177.162
packagekit==1.2.5-2ubuntu3 | packagekit==1.2.5-2ubuntu3.1
pkexec==0.105-33 | pkexec==0.105-33ubuntu0.1
policykit-1==0.105-33 | policykit-1==0.105-33ubuntu0.1
polkitd==0.105-33 | polkitd==0.105-33ubuntu0.1
python3-jwt==2.3.0-1ubuntu0.2 | python3-jwt==2.3.0-1ubuntu0.3
python3-mako==1.1.3+ds1-2ubuntu0.1 | python3-mako==1.1.3+ds1-2ubuntu0.2
r-base==4.5.3-1.2204.0 | r-base==4.6.0-3.2204.0
r-base-core==4.5.3-1.2204.0 | r-base-core==4.6.0-3.2204.0
r-base-dev==4.5.3-1.2204.0 | r-base-dev==4.6.0-3.2204.0
r-cran-backports==1.5.0-1.ca2204.1 | r-cran-backports==1.5.1-1.ca2204.1
r-cran-bit64==4.6.0-1-1.ca2204.1 | r-cran-bit64==4.8.0-1.ca2204.1
r-cran-cli==3.6.5-1.ca2204.1 | r-cran-cli==3.6.6-1.ca2204.1
r-cran-cpp11==0.5.3-1.ca2204.1 | r-cran-cpp11==0.5.5-1.ca2204.1
r-cran-curl==7.0.0-1.ca2204.1 | r-cran-curl==7.1.0-1.ca2204.1
r-cran-data.table==1.18.2.1-1.ca2204.1 | r-cran-data.table==1.18.4-1.ca2204.1
r-cran-devtools==2.5.0-1.ca2204.1 | r-cran-devtools==2.5.2-1.ca2204.1
r-cran-dplyr==1.2.0-1.ca2204.1 | r-cran-dplyr==1.2.1-1.ca2204.1
r-cran-ellipsis==0.3.2-2 | r-cran-ellipsis==0.3.3-1.ca2204.1
r-cran-fs==2.0.1-1.ca2204.1 | r-cran-fs==2.1.0-1.ca2204.1
r-cran-ggplot2==4.0.2-1.ca2204.1 | r-cran-ggplot2==4.0.3-1.ca2...
v170 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v170
Digest: c1fa4de30bc268e601e6dcddb6ceb2519b9adde3527dbbfb05e6bdfbbbdcd1a2
== Comparing pip list --format=freeze ==
astropy-iers-data==0.2026.4.6.0.54.57 | astropy-iers-data==0.2026.4.20.0.58.15
Authlib==1.6.9 | Authlib==1.6.11
bayesian-optimization==3.2.2 | bayesian-optimization==3.3.0
bigquery-magics==0.12.2 | bigquery-magics==0.14.0
blake3==1.0.8 | blake3==1.0.9
boto3==1.43.14 | boto3==1.43.36
botocore==1.43.14 | botocore==1.43.36
certifi==2026.2.25 | certifi==2026.4.22
click==8.3.2 | click==8.3.3
coverage==7.14.0 | coverage==7.14.3
datasets==4.8.5 | datasets==5.0.0
docstring_parser==0.17.0 | docstring_parser==0.18.0
earthengine-api==1.7.21 | earthengine-api==1.7.22
fastapi==0.135.3 | fastapi==0.136.1
fastcore==1.12.36 | fastcore==1.12.42
fastgit==0.0.4 | fastgit==0.0.5
filelock==3.25.2 | filelock==3.29.0
gdown==5.2.1 | gdown==5.2.2
geojson==3.2.0 | geojson==3.3.0
ghapi==1.0.13 | ghapi==1.0.14
GitPython==3.1.46 | GitPython==3.1.47
google-cloud-aiplatform==1.147.0 | google-cloud-aiplatform==1.148.1
google-cloud-dataproc==5.26.0 | google-cloud-dataproc==5.27.0
google-cloud-firestore==2.26.0 | google-cloud-firestore==2.27.0
google-cloud-spanner==3.64.0 | google-cloud-spanner==3.65.0
google-cloud-videointelligence==2.19.0 | google-cloud-videointelligence==2.20.0
google-cloud-vision==3.14.0 | google-cloud-vision==3.15.0
grpcio==1.80.0 | grpcio==1.81.1
> grpcio-tools==1.71.2
holidays==0.94 | holidays==0.95
huggingface_hub==1.10.1 | huggingface_hub==1.11.0
idna==3.11 | idna==3.13
importlib_resources==6.5.2 | importlib_resources==7.1.0
json5==0.14.0 | json5==0.15.0
jupyter-events==0.12.0 | jupyter-events==0.12.1
kaggle==2.0.1 | kaggle==2.0.2
kagglesdk==0.1.18 | kagglesdk==0.1.20
langchain-core==1.2.28 | langchain-core==1.3.1
langgraph==1.1.6 | langgraph==1.1.9
langgraph-checkpoint==4.0.1 | langgraph-checkpoint==4.0.2
langgraph-prebuilt==1.0.9 | langgraph-prebuilt==1.0.10
langsmith==0.7.30 | langsmith==0.7.34
llvmlite==0.47.0 | llvmlite==0.43.0
lxml==6.0.3 | lxml==6.1.0
Mako==1.3.10 | Mako==1.3.11
multitasking==0.0.12 | multitasking==0.0.13
narwhals==2.19.0 | narwhals==2.20.0
numba==0.65.1 | numba==0.60.0
numpy==2.4.6 | numpy==2.0.2
nvidia-nccl-cu12==2.29.7 | nvidia-nccl-cu12==2.30.4
onnx==1.21.0 | onnx==1.22.0
openai==2.31.0 | openai==2.32.0
openslide-bin==4.0.0.13 | openslide-bin==4.0.1.2
openslide-python==1.4.3 | openslide-python==1.4.6
optuna==4.8.0 | optuna==4.9.0
orbax-checkpoint==0.11.34 | orbax-checkpoint==0.11.36
packaging==26.0 | packaging==26.1
peewee==4.0.4 | peewee==4.0.5
peft==0.18.1 | peft==0.19.1
psycopg2==2.9.11 | psycopg2==2.9.12
pydantic-settings==2.13.1 | pydantic-settings==2.14.0
pyexcel-io==0.6.7 | pyexcel-io==0.6.8
pypdf==6.12.1 | pypdf==6.14.2
pytorch-lightning==2.6.4 | pytorch-lightning==2.6.5
ruff==0.15.10 | ruff==0.15.11
s3transfer==0.17.0 | s3transfer==0.19.0
scikit-surprise==1.1.4 | scikit-surprise==1.1.5
scooby==0.11.0 | scooby==0.11.2
securesystemslib==1.3.1 | securesystemslib==1.4.0
sentence-transformers==5.4.0 | sentence-transformers==5.4.1
sentry-sdk==2.57.0 | sentry-sdk==2.58.0
setuptools==75.2.0 | setuptools==81.0.0
sigstore==4.2.0 | sigstore==4.3.0
simplejson==3.20.2 | simplejson==4.1.0
smart_open==7.5.1 | smart_open==7.6.0
spanner-graph-notebook==1.1.8 | spanner-graph-notebook==1.1.10
tensorboard==2.19.0 | tensorboard==2.20.0
tensorflow==2.19.0 | tensorflow==2.20.0
tensorflow_decision_forests==1.12.0 <
tensorflow-text==2.19.0 | tensorflow-text==2.20.1
tf_keras==2.19.0 | tf_keras==2.20.0
tifffile==2026.3.3 | tifffile==2026.4.11
traitlets==5.15.0 | traitlets==5.15.1
tuf==6.0.0 | tuf==7.0.0
typer==0.24.1 | typer==0.24.2
types-setuptools==82.0.0.20260402 | types-setuptools==82.0.0.20260508
ujson==5.12.1 | ujson==5.13.0
update-checker==0.18.0 | update_checker==1.0.0
urwid==4.0.0 | urwid==4.0.3
uvicorn==0.44.0 | uvicorn==0.46.0
Wand==0.7.1 | Wand==0.7.2
wandb==0.25.1 | wandb==0.26.1
wheel==0.46.3 | wheel==0.47.0
wurlitzer==3.1.1 <
> ydf_tf==2.20.0
zipp==3.23.0 | zipp==3.23.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
curl==7.81.0-1ubuntu1.23 | curl==7.81.0-1ubuntu1.24
distro-info-data==0.52ubuntu0.11 | distro-info-data==0.52ubuntu0.12
gh==2.89.0 | gh==2.92.0
gir1.2-packagekitglib-1.0==1.2.5-2ubuntu3 | gir1.2-packagekitglib-1.0==1.2.5-2ubuntu3.1
iproute2==5.15.0-1ubuntu2 | iproute2==5.15.0-1ubuntu2.1
jq==1.6-2.1ubuntu3.1 | jq==1.6-2.1ubuntu3.2
kmod==29-1ubuntu1 | kmod==29-1ubuntu1.1
libarchive13:amd64==3.6.0-1ubuntu1.5 | libarchive13:amd64==3.6.0-1ubuntu1.6
libavahi-client3:amd64==0.8-5ubuntu5.4 | libavahi-client3:amd64==0.8-5ubuntu5.5
libavahi-common-data:amd64==0.8-5ubuntu5.4 | libavahi-common-data:amd64==0.8-5ubuntu5.5
libavahi-common3:amd64==0.8-5ubuntu5.4 | libavahi-common3:amd64==0.8-5ubuntu5.5
libcap2-bin==1:2.44-1ubuntu0.22.04.2 | libcap2-bin==1:2.44-1ubuntu0.22.04.3
libcurl3-gnutls:amd64==7.81.0-1ubuntu1.23 | libcurl3-gnutls:amd64==7.81.0-1ubuntu1.24
libcurl4:amd64==7.81.0-1ubuntu1.23 | libcurl4:amd64==7.81.0-1ubuntu1.24
libcurl4-openssl-dev:amd64==7.81.0-1ubuntu1.23 | libcurl4-openssl-dev:amd64==7.81.0-1ubuntu1.24
libjq1:amd64==1.6-2.1ubuntu3.1 | libjq1:amd64==1.6-2.1ubuntu3.2
libkmod2:amd64==29-1ubuntu1 | libkmod2:amd64==29-1ubuntu1.1
libnghttp2-14:amd64==1.43.0-1ubuntu0.2 | libnghttp2-14:amd64==1.43.0-1ubuntu0.3
libopenjp2-7:amd64==2.4.0-6ubuntu0.4 | libopenjp2-7:amd64==2.4.0-6ubuntu0.5
libopenjp2-7-dev:amd64==2.4.0-6ubuntu0.4 | libopenjp2-7-dev:amd64==2.4.0-6ubuntu0.5
libpackagekit-glib2-18:amd64==1.2.5-2ubuntu3 | libpackagekit-glib2-18:amd64==1.2.5-2ubuntu3.1
libpam-systemd:amd64==249.11-0ubuntu3.19 | libpam-systemd:amd64==249.11-0ubuntu3.20
libpng-dev:amd64==1.6.37-3ubuntu0.4 | libpng-dev:amd64==1.6.37-3ubuntu0.5
libpng16-16:amd64==1.6.37-3ubuntu0.4 | libpng16-16:amd64==1.6.37-3ubuntu0.5
libpolkit-agent-1-0:amd64==0.105-33 | libpolkit-agent-1-0:amd64==0.105-33ubuntu0.1
libpolkit-gobject-1-0:amd64==0.105-33 | libpolkit-gobject-1-0:amd64==0.105-33ubuntu0.1
libssl-dev:amd64==3.0.2-0ubuntu1.21 | libssl-dev:amd64==3.0.2-0ubuntu1.23
libssl3:amd64==3.0.2-0ubuntu1.21 | libssl3:amd64==3.0.2-0ubuntu1.23
libsystemd0:amd64==249.11-0ubuntu3.19 | libsystemd0:amd64==249.11-0ubuntu3.20
libudev1:amd64==249.11-0ubuntu3.17 | libudev1:amd64==249.11-0ubuntu3.20
linux-headers-5.15.0-174==5.15.0-174.184 | linux-headers-5.15.0-177==5.15.0-177.187
linux-headers-5.15.0-174-generic==5.15.0-174.184 | linux-headers-5.15.0-177-generic==5.15.0-177.187
linux-headers-generic==5.15.0.174.162 | linux-headers-generic==5.15.0.177.162
linux-libc-dev:amd64==5.15.0-174.184 | linux-libc-dev:amd64==5.15.0-177.187
openssl==3.0.2-0ubuntu1.21 | openssl==3.0.2-0ubuntu1.23
packagekit==1.2.5-2ubuntu3 | packagekit==1.2.5-2ubuntu3.1
pkexec==0.105-33 | pkexec==0.105-33ubuntu0.1
policykit-1==0.105-33 | policykit-1==0.105-33ubuntu0.1
polkitd==0.105-33 | polkitd==0.105-33ubuntu0.1
python3-mako==1.1.3+ds1-2ubuntu0.1 | python3-mako==1.1.3+ds1-2ubuntu0.2
r-base==4.5.3-1.2204.0 | r-base==4.6.0-3.2204.0
r-base-core==4.5.3-1.2204.0 | r-base-core==4.6.0-3.2204.0
r-base-dev==4.5.3-1.2204.0 | r-base-dev==4.6.0-3.2204.0
r-cran-backports==1.5.0-1.ca2204.1 | r-cran-backports==1.5.1-1.ca2204.1
r-cran-bit64==4.6.0-1-1.ca2204.1 | r-cran-bit64==4.8.0-1.ca2204.1
r-cran-cli==3.6.5-1.ca2204.1 | r-cran-cli==3.6.6-1.ca2204.1
r-cran-cpp11==0.5.3-1.ca2204.1 | r-cran-cpp11==0.5.5-1.ca2204.1
r-cran-curl==7.0.0-1.ca2204.1 | r-cran-curl==7.1.0-1.ca2204.1
r-cran-data.table==1.18.2.1-1.ca2204.1 | r-cran-data.table==1.18.4-1.ca2204.1
r-cran-devtools==2.5.0-1.ca2204.1 | r-cran-devtools==2.5.2-1.ca2204.1
r-cran-dplyr==1.2.0-1.ca2204.1 | r-cran-dplyr==1.2.1-1.ca2204.1
r-cran-ellipsis==0.3.2-2 | r-cran-ellipsis==0.3.3-1.ca2204.1
r-cran-fs==2.0.1-1.ca2204.1 | r-cran-fs==2.1.0-1.ca2204.1
r-cran-ggplot2==4.0.2-1.ca2204.1 | r-cran-ggplot2==4.0.3-1.ca2204.1
r-cran-glue==1.8.0-1.ca2204.1 | r-cran-glue==1.8.1-1.ca2204.1
r-cran-magrittr==2.0.4-1.ca2204.1 | r-cran-magrittr==2.0.5-1.ca2204.1
r-cran-nlme==3.1.168-1.ca2204.1 | r-cran-nlme==3.1.169-1.2204.0
r-cran-openssl==2.3.5-1.ca2204.1 | r-cran-openssl==2.4.0-1.ca2204.1
r-cran-pak==0.9.2-1.ca2204.1 | r-cran-pak==0.9.5-1.ca2204.1
r-cran-pkgload==1.5.1-1.ca2204.1 | r-cran-pkgload==1.5.2-1.ca2204.1
r-cran-processx==3.8.7-1.ca2204.1 | r-cran-processx==3.9.0-1.ca2204.1
r-cran-ps==1.9.2-1.ca2204.1 | r-cran-p...
v169 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v169
Digest: ed1f3d9f1b4d07fa1da9f302e7c0b0ca4b216dd64c41c0483d36feeb47dfce14
== Comparing pip list --format=freeze ==
aiohappyeyeballs==2.6.1 | aiohappyeyeballs==2.6.2
aiohttp==3.13.3 | aiohttp==3.13.5
anyio==4.12.1 | anyio==4.13.0
black==26.3.1 | black==26.5.1
certifi==2026.2.25 | certifi==2026.5.20
charset-normalizer==3.4.6 | charset-normalizer==3.4.7
click==8.3.1 | click==8.4.1
cramjam==2.11.0 | cramjam==2.12.0rc1
datasets==4.8.3 | datasets==2.14.4
decorator==5.2.1 | decorator==5.3.1
diffusers==0.37.0 | diffusers==0.38.0
dill==0.4.1 | dill==0.3.7
distrax==0.1.7 | distrax==0.1.8
dm-tree==0.1.9 | dm-tree==0.1.10
docstring_parser==0.17.0 | docstring_parser==0.18.0
fastparquet==2025.12.0 | fastparquet==2026.5.0
filelock==3.25.2 | filelock==3.29.0
flax==0.12.2 | flax==0.12.7
fonttools==4.62.1 | fonttools==4.63.0
fsspec==2026.2.0 | fsspec==2026.4.0
googleapis-common-protos==1.56.1 | googleapis-common-protos==1.75.0
grpcio==1.80.0rc1 | grpcio==1.81.0rc1
hf-xet==1.4.2 | hf-xet==1.5.0
idna==3.11 | idna==3.16
importlib_metadata==8.8.0 | importlib_metadata==9.0.0
> importlib_resources==7.1.0
ipython==9.11.0 | ipython==9.13.0
jax==0.9.2 | jax==0.10.1
jaxlib==0.9.2 | jaxlib==0.10.1
jaxtyping==0.3.9 | jaxtyping==0.3.10
json5==0.13.0 | json5==0.14.0
jsonpointer==3.0.0 | jsonpointer==3.1.1
jupyter-events==0.12.0 | jupyter-events==0.12.1
jupyter_server==2.17.0 | jupyter_server==2.18.2
kagglehub==1.0.0 | kagglehub==1.0.1
kagglesdk==0.1.16 | kagglesdk==0.1.23
keras==3.13.2 | keras==3.14.1
keras-hub==0.26.0 | keras-hub==0.29.0
keras-nlp==0.26.0 | keras-nlp==0.29.0
llvmlite==0.47.0rc1 | llvmlite==0.47.0
markdown-it-py==4.0.0 | markdown-it-py==4.2.0
matplotlib==3.10.8 | matplotlib==3.11.0rc2
matplotlib-inline==0.2.1 | matplotlib-inline==0.2.2
mistune==3.2.0 | mistune==3.2.1
multiprocess==0.70.19 | multiprocess==0.70.15
> narwhals==2.21.2
nbconvert==7.17.0 | nbconvert==7.17.1
numba==0.65.0rc1 | numba==0.65.1
numpy==2.4.3 | numpy==2.4.6
omegaconf==2.4.0.dev4 | omegaconf==2.4.0.dev11
optax==0.2.7 | optax==0.2.8
optree==0.19.0 | optree==0.19.1
orbax-checkpoint==0.11.33 | orbax-checkpoint==0.11.40
packaging==26.0 | packaging==26.2
pandas==3.0.1 | pandas==3.0.3
parso==0.8.6 | parso==0.8.7
pathspec==1.0.4 | pathspec==1.1.1
pillow==12.1.1 | pillow==12.2.0
platformdirs==4.9.4 | platformdirs==4.9.6
prometheus_client==0.24.1 | prometheus_client==0.25.0
propcache==0.4.1 | propcache==0.5.2
protobuf==7.34.0 | protobuf==7.35.0
pyarrow==23.0.1 | pyarrow==24.0.0
pydantic==2.13.0b2 | pydantic==2.14.0a1
pydantic_core==2.42.0 | pydantic_core==2.47.0
Pygments==2.19.2 | Pygments==2.20.0
python-json-logger==4.0.0 | python-json-logger==4.1.0
qwix==0.1.5 | qwix==0.1.6
regex==2026.2.28 | regex==2026.5.9
requests==2.32.5 | requests==2.34.2
rich==14.3.3 | rich==15.0.0
safetensors==0.7.0 | safetensors==0.8.0rc0
scikit-learn==1.8.0 | scikit-learn==1.9.0rc1
simplejson==3.20.2 | simplejson==4.1.1
snowballstemmer==3.0.1 | snowballstemmer==3.1.0
soupsieve==2.8.3 | soupsieve==2.8.4
stringzilla==4.6.0 | stringzilla==4.6.1
tensorboardX==2.6.4 | tensorboardX==2.6.5
tensorflow-datasets==4.9.9 | tensorflow-datasets==4.9.10
tensorflow-metadata==0.5.0 | tensorflow-metadata==1.17.3
tensorstore==0.1.82 | tensorstore==0.1.84
tfp-nightly==0.26.0.dev20260319 | tfp-nightly==0.26.0.dev20260525
timm==1.0.25 | timm==1.0.27
tokenizers==0.22.2 | tokenizers==0.23.0rc0
tomlkit==0.14.0 | tomlkit==0.15.0
tpu-info==0.10.0 | tpu-info==0.11.0
traitlets==5.14.3 | traitlets==5.15.0
tzdata==2025.3 | tzdata==2026.2
ujson==5.12.0 | ujson==5.12.1
urllib3==2.6.3 | urllib3==2.7.0
wcwidth==0.6.0 | wcwidth==0.7.0
Werkzeug==3.1.6 | Werkzeug==3.1.8
wheel==0.46.3 | wheel==0.47.0
wrapt==2.1.2 | wrapt==2.2.1
xxhash==3.6.0 | xxhash==3.7.0
yarl==1.23.0 | yarl==1.24.2
zipp==3.23.0 | zipp==4.1.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==13.8+deb13u4 | base-files==13.8+deb13u5
bash==5.2.37-2+b8 | bash==5.2.37-2+b9
comerr-dev:amd64==2.1-1.47.2-3+b10 | comerr-dev:amd64==2.1-1.47.2-3+b11
curl==8.14.1-2+deb13u2 | curl==8.14.1-2+deb13u3
dirmngr==2.4.7-21+deb13u1+b2 | dirmngr==2.4.7-21+deb13u1+b3
ffmpeg==7:7.1.3-0+deb13u1 | ffmpeg==7:7.1.4-0+deb13u1
gir1.2-gdkpixbuf-2.0:amd64==2.42.12+dfsg-4 | gir1.2-gdkpixbuf-2.0:amd64==2.42.12+dfsg-4+deb13u1
gir1.2-glib-2.0:amd64==2.84.4-3~deb13u2 | gir1.2-glib-2.0:amd64==2.84.4-3~deb13u3
gir1.2-glib-2.0-dev:amd64==2.84.4-3~deb13u2 | gir1.2-glib-2.0-dev:amd64==2.84.4-3~deb13u3
gir1.2-harfbuzz-0.0:amd64==10.2.0-1+b1 | gir1.2-harfbuzz-0.0:amd64==10.2.0-1+deb13u1
girepository-tools:amd64==2.84.4-3~deb13u2 | girepository-tools:amd64==2.84.4-3~deb13u3
gpg==2.4.7-21+deb13u1+b2 | gpg==2.4.7-21+deb13u1+b3
gpg-agent==2.4.7-21+deb13u1+b2 | gpg-agent==2.4.7-21+deb13u1+b3
gpgconf==2.4.7-21+deb13u1+b2 | gpgconf==2.4.7-21+deb13u1+b3
gpgsm==2.4.7-21+deb13u1+b2 | gpgsm==2.4.7-21+deb13u1+b3
imagemagick==8:7.1.1.43+dfsg1-1+deb13u6 | imagemagick==8:7.1.1.43+dfsg1-1+deb13u8
imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u6 | imagemagick-7-common==8:7.1.1.43+dfsg1-1+deb13u8
imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u6 | imagemagick-7.q16==8:7.1.1.43+dfsg1-1+deb13u8
libavcodec61:amd64==7:7.1.3-0+deb13u1 | libavcodec61:amd64==7:7.1.4-0+deb13u1
libavdevice61:amd64==7:7.1.3-0+deb13u1 | libavdevice61:amd64==7:7.1.4-0+deb13u1
libavfilter10:amd64==7:7.1.3-0+deb13u1 | libavfilter10:amd64==7:7.1.4-0+deb13u1
libavformat61:amd64==7:7.1.3-0+deb13u1 | libavformat61:amd64==7:7.1.4-0+deb13u1
libavutil59:amd64==7:7.1.3-0+deb13u1 | libavutil59:amd64==7:7.1.4-0+deb13u1
libc-bin==2.41-12+deb13u2 | libc-bin==2.41-12+deb13u3
libc-dev-bin==2.41-12+deb13u2 | libc-dev-bin==2.41-12+deb13u3
libc6:amd64==2.41-12+deb13u2 | libc6:amd64==2.41-12+deb13u3
libc6-dev:amd64==2.41-12+deb13u2 | libc6-dev:amd64==2.41-12+deb13u3
libcap2:amd64==1:2.75-10+b8 | libcap2:amd64==1:2.75-10+deb13u1+b1
libcdio19t64:amd64==2.2.0-4 | libcdio19t64:amd64==2.2.0-4.1~deb13u1
libcom-err2:amd64==1.47.2-3+b10 | libcom-err2:amd64==1.47.2-3+b11
libcurl3t64-gnutls:amd64==8.14.1-2+deb13u2 | libcurl3t64-gnutls:amd64==8.14.1-2+deb13u3
libcurl4-openssl-dev:amd64==8.14.1-2+deb13u2 | libcurl4-openssl-dev:amd64==8.14.1-2+deb13u3
libcurl4t64:amd64==8.14.1-2+deb13u2 | libcurl4t64:amd64==8.14.1-2+deb13u3
libexif-dev:amd64==0.6.25-1 | libexif-dev:amd64==0.6.25-1+deb13u1
libexif12:amd64==0.6.25-1 | libexif12:amd64==0.6.25-1+deb13u1
libfreetype-dev:amd64==2.13.3+dfsg-1 | libfreetype-dev:amd64==2.13.3+dfsg-1+deb13u1
libfreetype6:amd64==2.13.3+dfsg-1 | libfreetype6:amd64==2.13.3+dfsg-1+deb13u1
libgdk-pixbuf-2.0-0:amd64==2.42.12+dfsg-4 | libgdk-pixbuf-2.0-0:amd64==2.42.12+dfsg-4+deb13u1
libgdk-pixbuf-2.0-dev:amd64==2.42.12+dfsg-4 | libgdk-pixbuf-2.0-dev:amd64==2.42.12+dfsg-4+deb13u1
libgdk-pixbuf2.0-bin==2.42.12+dfsg-4 | libgdk-pixbuf2.0-bin==2.42.12+dfsg-4+deb13u1
libgdk-pixbuf2.0-common==2.42.12+dfsg-4 | libgdk-pixbuf2.0-common==2.42.12+dfsg-4+deb13u1
libgio-2.0-dev:amd64==2.84.4-3~deb13u2 | libgio-2.0-dev:amd64==2.84.4-3~deb13u3
libgio-2.0-dev-bin==2.84.4-3~deb13u2 | libgio-2.0-dev-bin==2.84.4-3~deb13u3
libgirepository-2.0-0:amd64==2.84.4-3~deb13u2 | libgirepository-2.0-0:amd64==2.84.4-3~deb13u3
libglib2.0-0t64:amd64==2.84.4-3~deb13u2 | libglib2.0-0t64:amd64==2.84.4-3~deb13u3
libglib2.0-bin==2.84.4-3~deb13u2 | libglib2.0-bin==2.84.4-3~deb13u3
libglib2.0-data==2.84.4-3~deb13u2 | libglib2.0-data==2.84.4-3~deb13u3
libglib2.0-dev:amd64==2.84.4-3~deb13u2 | libglib2.0-dev:amd64==2.84.4-3~deb13u3
libglib2.0-dev-bin==2.84.4-3~deb13u2 | libglib2.0-dev-bin==2.84.4-3~deb13u3
libgnutls-dane0t64:amd64==3.8.9-3+deb13u2 | libgnutls-dane0t64:amd64==3.8.9-3+deb13u4
libgnutls-openssl27t64:amd64==3.8.9-3+deb13u2 | libgnutls-openssl27t64:amd64==3.8.9-3+deb13u4
libgnutls28-dev:amd64==3.8.9-3+deb13u2 | libgnutls28-dev:amd64==3.8.9-3+deb13u4
libgnutls30t64:amd64==3.8.9-3+deb13u2 | libgnutls30t64:amd64==3.8.9-3+deb13u4
libharfbuzz-cairo0:amd64==10.2.0-1+b1 | libharfbuzz-cairo0:amd64==10.2.0-1+deb13u1
libharfbuzz-dev:amd64==10.2.0-1+b1 | libharfbuzz-dev:amd64==10.2.0-1+deb13u1
libharfbuzz-gobject0:amd64==10.2.0-1+b1 | libharfbuzz-gobject0:amd64==10.2.0-1+deb13u1
libharfbuzz-icu0:amd64==10.2.0-1+b1 | libharfbuzz-icu0:amd64==10.2.0-1+deb13u1
libharfbuzz-subset0:amd64==10.2.0-1+b1 | libharfbuzz-subset0:amd64==10.2.0-1+deb13u1
libharfbuzz0b:amd64==10.2.0-1+b1 | libharfbuzz0b:...
v169 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v169
Digest: bf37c2d79de27c6a73a965b8018fa11b8cd1bd18b31f33a7e6c899e9805662d2
== Comparing pip list --format=freeze ==
a2a-sdk==0.3.25 | a2a-sdk==0.3.26
accelerate==1.12.0 | accelerate==1.13.0
aiobotocore==3.3.0 <
aiohttp==3.13.3 | aiohttp==3.13.5
aioitertools==0.13.0 <
anyio==4.12.1 | anyio==4.13.0
apsw==3.51.2.0 | apsw==3.53.0.0
astropy-iers-data==0.2026.2.23.0.48.33 | astropy-iers-data==0.2026.4.6.0.54.57
attrs==25.4.0 | attrs==26.1.0
Authlib==1.6.8 | Authlib==1.6.9
bayesian-optimization==3.2.1 | bayesian-optimization==3.2.2
bigframes==2.35.0 | bigframes==2.39.0
bigquery-magics==0.10.3 | bigquery-magics==0.12.2
black==26.3.1 | black==26.5.1
blosc2==4.0.0 | blosc2==4.1.2
boto3==1.42.70 | boto3==1.43.14
botocore==1.42.70 | botocore==1.43.14
build==1.4.0 | build==1.5.0
> cachebox==5.2.3
certifi==2026.1.4 | certifi==2026.2.25
charset-normalizer==3.4.4 | charset-normalizer==3.4.7
click==8.3.1 | click==8.3.2
colour==0.1.5 <
confection==0.1.5 | confection==1.3.3
coverage==7.13.5 | coverage==7.14.0
cuda-bindings==12.9.4 | cuda-bindings==13.2.0
cuda-core==0.3.2 | cuda-core==1.0.1
cuda-pathfinder==1.3.5 | cuda-pathfinder==1.5.4
curl_cffi==0.14.0 | curl_cffi==0.15.0
daal==2025.11.0 <
dataproc-spark-connect==1.0.2 | dataproc-spark-connect==1.1.0
datasets==4.8.3 | datasets==4.8.5
db-dtypes==1.5.0 | db-dtypes==1.5.1
deap==1.4.3 | deap==1.4.4
decorator==4.4.2 | decorator==5.3.1
deepdiff==8.6.2 | deepdiff==9.1.0
diffusers==0.36.0 | diffusers==0.37.1
dipy==1.12.0 | dipy==1.12.1
dm-tree==0.1.9 | dm-tree==0.1.10
earthengine-api==1.5.24 | earthengine-api==1.7.21
esda==2.8.1 | esda==2.9.0
etils==1.13.0 | etils==1.14.0
execnb==0.1.18 | execnb==0.2.2
fastapi==0.133.0 | fastapi==0.135.3
fastcore==1.12.16 | fastcore==1.12.36
filelock==3.24.3 | filelock==3.25.2
fonttools==4.61.1 | fonttools==4.62.1
fsspec==2026.2.0 | fsspec==2025.3.0
geemap==0.35.3 | geemap==0.37.2
geopandas==1.1.2 | geopandas==1.1.3
ghapi==1.0.11 | gepa==0.1.1
giddy==2.3.8 | ghapi==1.0.13
> giddy==2.3.6
google-adk==1.25.1 | google-adk==1.29.0
google-api-core==2.30.0 | google-api-core==2.30.3
google-api-python-client==2.190.0 | google-api-python-client==2.194.0
google-auth-httplib2==0.3.0 | google-auth-httplib2==0.3.1
google-auth-oauthlib==1.2.4 | google-auth-oauthlib==1.3.1
google-cloud-aiplatform==1.138.0 | google-cloud-aiplatform==1.147.0
google-cloud-appengine-logging==1.8.0 | google-cloud-appengine-logging==1.9.0
google-cloud-audit-log==0.4.0 | google-cloud-audit-log==0.5.0
google-cloud-bigquery==3.40.1 | google-cloud-bigquery==3.41.0
google-cloud-bigquery-connection==1.20.0 | google-cloud-bigquery-connection==1.21.0
google-cloud-bigtable==2.35.0 | google-cloud-bigtable==2.36.0
google-cloud-core==2.5.0 | google-cloud-core==2.5.1
google-cloud-dataproc==5.25.0 | google-cloud-dataplex==2.18.0
google-cloud-datastore==2.23.0 | google-cloud-dataproc==5.26.0
> google-cloud-datastore==2.24.0
google-cloud-firestore==2.23.0 | google-cloud-firestore==2.26.0
google-cloud-functions==1.22.0 | google-cloud-functions==1.23.0
google-cloud-iam==2.21.0 | google-cloud-iam==2.22.0
google-cloud-language==2.19.0 | google-cloud-language==2.20.0
google-cloud-logging==3.13.0 | google-cloud-logging==3.15.0
google-cloud-monitoring==2.29.1 | google-cloud-monitoring==2.30.0
google-cloud-pubsub==2.35.0 | google-cloud-pubsub==2.37.0
google-cloud-resource-manager==1.16.0 | google-cloud-resource-manager==1.17.0
google-cloud-secret-manager==2.26.0 | google-cloud-secret-manager==2.27.0
google-cloud-spanner==3.63.0 | google-cloud-spanner==3.64.0
google-cloud-speech==2.36.1 | google-cloud-speech==2.38.0
google-cloud-storage==3.9.0 | google-cloud-storage==3.10.1
google-cloud-trace==1.18.0 | google-cloud-trace==1.19.0
google-cloud-translate==3.24.0 | google-cloud-translate==3.26.0
google-cloud-videointelligence==2.18.0 | google-cloud-videointelligence==2.19.0
google-cloud-vision==3.12.1 | google-cloud-vision==3.14.0
google-genai==1.64.0 | google-genai==1.68.0
google-resumable-media==2.8.0 | google-resumable-media==2.8.2
googleapis-common-protos==1.72.0 | googleapis-common-protos==1.74.0
grain==0.2.15 | grain==0.2.16
greenlet==3.3.2 | greenlet==3.4.0
grpc-google-iam-v1==0.14.3 | grpc-google-iam-v1==0.14.4
grpcio==1.78.1 | grpcio==1.80.0
h2o==3.46.0.10 | h2o==3.46.0.11
h5py==3.15.1 | h5py==3.16.0
hdbscan==0.8.41 | hdbscan==0.8.42
hf-xet==1.3.0 | hf-xet==1.4.3
highspy==1.13.1 | highspy==1.14.0
holidays==0.91 | holidays==0.94
huggingface_hub==1.4.1 | huggingface_hub==1.10.1
ImageIO==2.37.2 | ImageIO==2.37.3
imagesize==1.4.1 | imagesize==2.0.0
intel-cmplr-lib-ur==2025.3.2 | intel-cmplr-lib-ur==2025.3.3
intel-openmp==2025.3.2 | intel-openmp==2025.3.3
ipytree==0.2.2 <
jaraco.context==6.1.0 | jaraco.context==6.1.2
json5==0.13.0 | json5==0.14.0
jsonpointer==3.0.0 | jsonpointer==3.1.1
jupyter_server_proxy==4.4.0 | jupyter_server_proxy==4.5.0
kaggle==2.0.0 | kaggle==2.0.1
kaggle-environments==1.27.3 | kaggle-environments==1.29.3
kagglesdk==0.1.16 | kagglesdk==0.1.18
keras==3.10.0 | keras==3.13.2
keras-hub==0.21.1 | keras-hub==0.26.0
keras-nlp==0.21.1 | keras-nlp==0.26.0
kiwisolver==1.4.9 | kiwisolver==1.5.0
kornia==0.8.2 | kornia==0.8.3
kornia_rs==0.1.10 | kornia_rs==0.1.14
langchain==1.2.10 | langchain==1.2.15
langchain-core==1.2.15 | langchain-core==1.2.28
langgraph==1.0.9 | langgraph==1.1.6
langgraph-checkpoint==4.0.0 | langgraph-checkpoint==4.0.1
langgraph-prebuilt==1.0.8 | langgraph-prebuilt==1.0.9
langgraph-sdk==0.3.9 | langgraph-sdk==0.3.13
langsmith==0.7.6 | langsmith==0.7.30
lazy_loader==0.4 | lazy-loader==0.5
linkify-it-py==2.0.3 | linkify-it-py==2.1.0
llvmlite==0.43.0 | llvmlite==0.47.0
lxml==6.0.2 | lxml==6.0.3
mcp==1.26.0 | mcp==1.27.0
mmh3==5.2.0 | mmh3==5.2.1
mne==1.11.0 | mne==1.12.1
> moocore==0.3.1
narwhals==2.17.0 | narwhals==2.19.0
nbdev==3.0.12 | nbdev==3.0.17
nibabel==5.3.3 | nibabel==5.4.2
numba==0.60.0 | numba==0.65.1
numba-cuda==0.22.2 | numba-cuda==0.30.2
numpy==2.0.2 | numpy==2.4.6
nvidia-ml-py==13.590.48 | nvidia-ml-py==13.595.45
nvtx==0.2.14 | nvtx==0.2.15
onnx==1.20.1 | onnx==1.21.0
open_spiel==1.6.12 | open-spiel==1.6.15
openai==2.23.0 | openai==2.31.0
optax==0.2.7 | optax==0.2.8
orbax-checkpoint==0.11.33 | orbax-checkpoint==0.11.34
orjson==3.11.7 | orjson==3.11.8
packaging==26.0 | packaging==26.2
panel==1.8.7 | panel==1.8.10
param==2.3.2 | param==2.3.3
pathspec==1.0.4 | pathspec==1.1.1
peewee==4.0.0 | peewee==4.0.4
platformdirs==4.9.2 | platformdirs==4.9.6
plum-dispatch==2.7.1 | plum-dispatch==2.8.0
preshed==3.0.12 | preshed==3.0.13
prometheus_client==0.24.1 | prometheus_client==0.25.0
proto-plus==1.27.1 | proto-plus==1.27.2
puremagic==2.1.0 | puremagic==2.2.0
pyarrow==23.0.1 | pyarrow==24.0.0
pyasn1==0.6.2 | pyasn1==0.6.3
pybind11==3.0.2 | pybind11==3.0.4
pydicom==3.0.1 | pydicom==3.0.2
pygit2==1.19.1 | pygit2==1.19.2
Pygments==2.19.2 | Pygments==2.20.0
pyjson5==2.0.0 | pyiceberg==0.11.1
PyJWT==2.11.0 | pyjson5==2.0.1
> PyJWT==2.12.1
pymc==5.28.0 | pymc==5.28.4
pymongo==4.16.0 | pymongo==4.17.0
pypdf==6.9.1 | pypdf==6.12.1
> pyroaring==1.0.4
pytensor==2.38.0 | pytensor==2.38.2
python-bidi==0.6.7 | python-bidi==0.6.10
python-dotenv==1.2.1 | python-dotenv==1.2.2
python-fasthtml==0.12.47 | python-fasthtml==0.12.50
python-json-logger==4.0.0 | python-json-logger==4.1.0
python-multipart==0.0.22 | python-multipart==0.0.26
pytools==2025.2.5 | pytools==2026.1
pytorch-ignite==0.5.3 | pytorch-ignite==0.5.4
pytorch-lightning==2.6.1 | pytorch-lightning==2.6.4
qtconsole==5.7.1 | qtconsole==5.7.2
quantecon==0.11.0 | quantecon==0.11.2
ray==2.54.0 | ray==2.55.1
rfc3161-client==1.0.5 | rfc3161-client==1.0.6
ruff==0.15.2 | ruff==0.15.10
s3fs==2026.2.0 | s3fs==0.4.2
s3transfer==0.16.0 | s3transfer==0.17.0
scikit-learn-intelex==2025.11.0 <
segregation==2.5.3 | segregation==2.5.4
sentence-transformers==5.2.3 | sentence-transformers==5.4.0
sentry-sdk==2.53.0 | sentry-sdk==2.57.0
shap==0.50.0 | shap==0.51.0
Shimmy==2.0.0 | Shimmy==2.0.1
simpleitk==2.5.3 | simpl...
v169 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v169
Digest: 2fa230a30ef533858d3c2a1a18d8b0709481c4cdce98ef73e884c03bb91d94eb
== Comparing pip list --format=freeze ==
a2a-sdk==0.3.25 | a2a-sdk==0.3.26
accelerate==1.12.0 | accelerate==1.13.0
aiobotocore==3.3.0 <
aiohttp==3.13.3 | aiohttp==3.13.5
aioitertools==0.13.0 <
anyio==4.12.1 | anyio==4.13.0
apsw==3.51.2.0 | apsw==3.53.0.0
astropy-iers-data==0.2026.2.23.0.48.33 | astropy-iers-data==0.2026.4.6.0.54.57
attrs==25.4.0 | attrs==26.1.0
Authlib==1.6.8 | Authlib==1.6.9
bayesian-optimization==3.2.1 | bayesian-optimization==3.2.2
bigframes==2.35.0 | bigframes==2.39.0
bigquery-magics==0.10.3 | bigquery-magics==0.12.2
black==26.3.1 | black==26.5.1
blosc2==4.0.0 | blosc2==4.1.2
boto3==1.42.70 | boto3==1.43.14
botocore==1.42.70 | botocore==1.43.14
build==1.4.0 | build==1.5.0
> cachebox==5.2.3
certifi==2026.1.4 | certifi==2026.2.25
charset-normalizer==3.4.4 | charset-normalizer==3.4.7
click==8.3.1 | click==8.3.2
colour==0.1.5 <
confection==0.1.5 | confection==1.3.3
coverage==7.13.5 | coverage==7.14.0
curl_cffi==0.14.0 | curl_cffi==0.15.0
daal==2025.11.0 <
dask==2026.1.2 | dask==2026.3.0
dataproc-spark-connect==1.0.2 | dataproc-spark-connect==1.1.0
datasets==4.8.3 | datasets==4.8.5
db-dtypes==1.5.0 | db-dtypes==1.5.1
deap==1.4.3 | deap==1.4.4
decorator==4.4.2 | decorator==5.3.1
deepdiff==8.6.2 | deepdiff==9.1.0
diffusers==0.36.0 | diffusers==0.37.1
dipy==1.12.0 | dipy==1.12.1
distributed==2026.1.2 | distributed==2026.3.0
dm-tree==0.1.9 | dm-tree==0.1.10
earthengine-api==1.5.24 | earthengine-api==1.7.21
esda==2.8.1 | esda==2.9.0
etils==1.13.0 | etils==1.14.0
execnb==0.1.18 | execnb==0.2.2
fastapi==0.133.0 | fastapi==0.135.3
fastcore==1.12.16 | fastcore==1.12.36
filelock==3.24.3 | filelock==3.25.2
fonttools==4.61.1 | fonttools==4.62.1
fsspec==2026.2.0 | fsspec==2025.3.0
geemap==0.35.3 | geemap==0.37.2
geopandas==1.1.2 | geopandas==1.1.3
ghapi==1.0.11 | gepa==0.1.1
giddy==2.3.8 | ghapi==1.0.13
> giddy==2.3.6
google-adk==1.25.1 | google-adk==1.29.0
google-api-core==2.30.0 | google-api-core==2.30.3
google-api-python-client==2.190.0 | google-api-python-client==2.194.0
google-auth-httplib2==0.3.0 | google-auth-httplib2==0.3.1
google-auth-oauthlib==1.2.4 | google-auth-oauthlib==1.3.1
google-cloud-aiplatform==1.138.0 | google-cloud-aiplatform==1.147.0
google-cloud-appengine-logging==1.8.0 | google-cloud-appengine-logging==1.9.0
google-cloud-audit-log==0.4.0 | google-cloud-audit-log==0.5.0
google-cloud-bigquery==3.40.1 | google-cloud-bigquery==3.41.0
google-cloud-bigquery-connection==1.20.0 | google-cloud-bigquery-connection==1.21.0
google-cloud-bigtable==2.35.0 | google-cloud-bigtable==2.36.0
google-cloud-core==2.5.0 | google-cloud-core==2.5.1
google-cloud-dataproc==5.25.0 | google-cloud-dataplex==2.18.0
google-cloud-datastore==2.23.0 | google-cloud-dataproc==5.26.0
> google-cloud-datastore==2.24.0
google-cloud-firestore==2.23.0 | google-cloud-firestore==2.26.0
google-cloud-functions==1.22.0 | google-cloud-functions==1.23.0
google-cloud-iam==2.21.0 | google-cloud-iam==2.22.0
google-cloud-language==2.19.0 | google-cloud-language==2.20.0
google-cloud-logging==3.13.0 | google-cloud-logging==3.15.0
google-cloud-monitoring==2.29.1 | google-cloud-monitoring==2.30.0
google-cloud-pubsub==2.35.0 | google-cloud-pubsub==2.37.0
google-cloud-resource-manager==1.16.0 | google-cloud-resource-manager==1.17.0
google-cloud-secret-manager==2.26.0 | google-cloud-secret-manager==2.27.0
google-cloud-spanner==3.63.0 | google-cloud-spanner==3.64.0
google-cloud-speech==2.36.1 | google-cloud-speech==2.38.0
google-cloud-storage==3.9.0 | google-cloud-storage==3.10.1
google-cloud-trace==1.18.0 | google-cloud-trace==1.19.0
google-cloud-translate==3.24.0 | google-cloud-translate==3.26.0
google-cloud-videointelligence==2.18.0 | google-cloud-videointelligence==2.19.0
google-cloud-vision==3.12.1 | google-cloud-vision==3.14.0
google-genai==1.64.0 | google-genai==1.68.0
google-resumable-media==2.8.0 | google-resumable-media==2.8.2
googleapis-common-protos==1.72.0 | googleapis-common-protos==1.74.0
grain==0.2.15 | grain==0.2.16
greenlet==3.3.2 | greenlet==3.4.0
grpc-google-iam-v1==0.14.3 | grpc-google-iam-v1==0.14.4
grpcio==1.78.1 | grpcio==1.80.0
h2o==3.46.0.10 | h2o==3.46.0.11
h5py==3.15.1 | h5py==3.16.0
hdbscan==0.8.41 | hdbscan==0.8.42
hf-xet==1.3.0 | hf-xet==1.4.3
highspy==1.13.1 | highspy==1.14.0
holidays==0.91 | holidays==0.94
huggingface_hub==1.4.1 | huggingface_hub==1.10.1
ImageIO==2.37.2 | ImageIO==2.37.3
imagesize==1.4.1 | imagesize==2.0.0
intel-cmplr-lib-ur==2025.3.2 | intel-cmplr-lib-ur==2025.3.3
intel-openmp==2025.3.2 | intel-openmp==2025.3.3
ipytree==0.2.2 <
jaraco.context==6.1.0 | jaraco.context==6.1.2
json5==0.13.0 | json5==0.14.0
jsonpointer==3.0.0 | jsonpointer==3.1.1
jupyter_server_proxy==4.4.0 | jupyter_server_proxy==4.5.0
kaggle==2.0.0 | kaggle==2.0.1
kaggle-environments==1.27.3 | kaggle-environments==1.29.3
kagglesdk==0.1.16 | kagglesdk==0.1.18
keras==3.10.0 | keras==3.13.2
keras-hub==0.21.1 | keras-hub==0.26.0
keras-nlp==0.21.1 | keras-nlp==0.26.0
kiwisolver==1.4.9 | kiwisolver==1.5.0
kornia==0.8.2 | kornia==0.8.3
kornia_rs==0.1.10 | kornia_rs==0.1.14
langchain==1.2.10 | langchain==1.2.15
langchain-core==1.2.15 | langchain-core==1.2.28
langgraph==1.0.9 | langgraph==1.1.6
langgraph-checkpoint==4.0.0 | langgraph-checkpoint==4.0.1
langgraph-prebuilt==1.0.8 | langgraph-prebuilt==1.0.9
langgraph-sdk==0.3.9 | langgraph-sdk==0.3.13
langsmith==0.7.6 | langsmith==0.7.30
lazy_loader==0.4 | lazy-loader==0.5
linkify-it-py==2.0.3 | linkify-it-py==2.1.0
llvmlite==0.43.0 | llvmlite==0.47.0
lxml==6.0.2 | lxml==6.0.3
mcp==1.26.0 | mcp==1.27.0
mmh3==5.2.0 | mmh3==5.2.1
mne==1.11.0 | mne==1.12.1
> moocore==0.3.1
narwhals==2.17.0 | narwhals==2.19.0
nbdev==3.0.12 | nbdev==3.0.17
nibabel==5.3.3 | nibabel==5.4.2
numba==0.60.0 | numba==0.65.1
numpy==2.0.2 | numpy==2.4.6
nvidia-nccl-cu12==2.29.3 | nvidia-nccl-cu12==2.29.7
onnx==1.20.1 | onnx==1.21.0
open_spiel==1.6.12 | open-spiel==1.6.15
openai==2.23.0 | openai==2.31.0
optax==0.2.7 | optax==0.2.8
orbax-checkpoint==0.11.33 | orbax-checkpoint==0.11.34
orjson==3.11.7 | orjson==3.11.8
panel==1.8.7 | panel==1.8.10
param==2.3.2 | param==2.3.3
pathspec==1.0.4 | pathspec==1.1.1
peewee==4.0.0 | peewee==4.0.4
platformdirs==4.9.2 | platformdirs==4.9.6
plum-dispatch==2.7.1 | plum-dispatch==2.8.0
preshed==3.0.12 | preshed==3.0.13
prometheus_client==0.24.1 | prometheus_client==0.25.0
proto-plus==1.27.1 | proto-plus==1.27.2
puremagic==2.1.0 | puremagic==2.2.0
pyarrow==23.0.1 | pyarrow==24.0.0
pyasn1==0.6.2 | pyasn1==0.6.3
pybind11==3.0.2 | pybind11==3.0.4
pydicom==3.0.1 | pydicom==3.0.2
pygit2==1.19.1 | pygit2==1.19.2
Pygments==2.19.2 | Pygments==2.20.0
pyjson5==2.0.0 | pyiceberg==0.11.1
PyJWT==2.11.0 | pyjson5==2.0.1
> PyJWT==2.12.1
pymc==5.28.0 | pymc==5.28.4
pymongo==4.16.0 | pymongo==4.17.0
pypdf==6.9.1 | pypdf==6.12.1
> pyroaring==1.0.4
pytensor==2.38.0 | pytensor==2.38.2
python-bidi==0.6.7 | python-bidi==0.6.10
python-dotenv==1.2.1 | python-dotenv==1.2.2
python-fasthtml==0.12.47 | python-fasthtml==0.12.50
python-json-logger==4.0.0 | python-json-logger==4.1.0
python-multipart==0.0.22 | python-multipart==0.0.26
pytorch-ignite==0.5.3 | pytorch-ignite==0.5.4
pytorch-lightning==2.6.1 | pytorch-lightning==2.6.4
qtconsole==5.7.1 | qtconsole==5.7.2
quantecon==0.11.0 | quantecon==0.11.2
ray==2.54.0 | ray==2.55.1
rfc3161-client==1.0.5 | rfc3161-client==1.0.6
ruff==0.15.2 | ruff==0.15.10
s3fs==2026.2.0 | s3fs==0.4.2
s3transfer==0.16.0 | s3transfer==0.17.0
scikit-learn-intelex==2025.11.0 <
segregation==2.5.3 | segregation==2.5.4
sentence-transformers==5.2.3 | sentence-transformers==5.4.0
sentry-sdk==2.53.0 | sentry-sdk==2.57.0
shap==0.50.0 | shap==0.51.0
Shimmy==2.0.0 | Shimmy==2.0.1
simpleitk==2.5.3 | simpleitk==2.5.5
simsimd==6.5.13 | simsimd==6.5.16
smmap==5.0.2 | smmap==5.0.3
spacy==3.8.11 | spacy==3.8.14
spreg==1.8.5 | spreg==1.9.0
SQLAlchemy==2.0.47 | SQLAlchemy==2.0.49
sqlalchemy-spanner==...
v168 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v168
Digest: 88af7217f3a13401dffc7ced335cd27c790ea6447801be11acabc8314a318108
== Comparing pip list --format=freeze ==
No diff
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
== Comparing printenv | sort ==
BUILD_DATE=20260319-180523 | BUILD_DATE=20260319-213520
GIT_COMMIT=ccaff016ebf5a1e0d9b1438647aacce8620a5ee1 | GIT_COMMIT=c292018b280631cbfe6f4f16fc6a84f2786b5f86
HOSTNAME=6ecbca122ca5 | HOSTNAME=2fdaa94ab5c9