Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v159 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v159
== Comparing pip list --format=freeze ==
absl-py==2.1.0 | absl-py==2.2.2
accelerate==1.4.0 | accelerate==1.6.0
albumentations==2.0.4 | albumentations==2.0.5
anyio==4.8.0 | anyio==4.9.0
> anyioutils==0.7.3
array_record==0.6.0 | array_record==0.7.1
astroid==3.3.8 | astroid==3.3.9
async-lru==2.0.4 | async-lru==2.0.5
attrs==25.1.0 | attrs==25.3.0
chex==0.1.88 | chex==0.1.89
cramjam==2.9.1 | cramjam==2.10.0rc1
debugpy==1.8.12 | debugpy==1.8.13
decorator==5.1.1 | decorator==5.2.1
docstring-to-markdown==0.15 | docstring-to-markdown==0.16
etils==1.12.0 | etils==1.12.2
filelock==3.17.0 | filelock==3.18.0
flax==0.10.3 | flax==0.10.4
fonttools==4.56.0 | fonttools==4.57.0
fsspec==2025.2.0 | fsspec==2025.3.2
googleapis-common-protos==1.67.0 | googleapis-common-protos==1.69.2
grpcio==1.70.0 | grpcio==1.72.0rc1
huggingface-hub==0.29.0 | huggingface-hub==0.30.2
humanize==4.12.1 | humanize==4.12.2
ipykernel==7.0.0a0 | ipykernel==7.0.0a1
ipython==8.32.0 | ipython==8.35.0
isort==6.0.0 | isort==6.0.1
Jinja2==3.1.5 | Jinja2==3.1.6
json5==0.10.0 | json5==0.12.0
kagglehub==0.3.9 | kagglehub==0.3.11
keras==3.8.0 | keras==3.9.2
keras-hub==0.18.1 | keras-hub==0.20.0
keras-nlp==0.18.1 | keras-nlp==0.20.0
matplotlib==3.10.0 | matplotlib==3.10.1
mistune==3.1.2 | mistune==3.1.3
> nvidia-cusparselt-cu12==0.6.2
optree==0.14.0 | optree==0.15.0
> outcome==1.3.0.post0
platformdirs==4.3.6 | platformdirs==4.3.7
protobuf==5.29.3 | protobuf==5.29.4
pydantic==2.11.0a2 | pydantic==2.11.3
pydantic_core==2.29.0 | pydantic_core==2.33.1
pylint==3.3.4 | pylint==3.3.6
pyparsing==3.2.1 | pyparsing==3.2.3
python-json-logger==3.2.1 | python-json-logger==3.3.0
pytz==2025.1 | pytz==2025.2
pyzmq==26.2.1 | pyzmq==26.4.0
rich==13.9.4 | rich==14.0.0
rpds-py==0.22.3 | rpds-py==0.24.0
safetensors==0.5.2 | safetensors==0.5.3
setuptools==75.8.0 | setuptools==78.1.0
stringzilla==3.11.3 | stringzilla==3.12.3
tenacity==9.0.0 | tenacity==9.1.2
tensorflow==2.18.0 | tensorflow==2.18.1
tensorflow-datasets==4.9.7 | tensorflow-datasets==4.9.8
tensorstore==0.1.71 | tensorstore==0.1.73
termcolor==2.5.0 | termcolor==3.0.1
threadpoolctl==3.5.0 | threadpoolctl==3.6.0
timm==1.0.14 | timm==1.0.15
tokenizers==0.21.0 | tokenizers==0.21.1
torch==2.5.0 | torch==2.6.0
torch-xla==2.5.0+libtpu | torch-xla==2.6.0+libtpu
torchaudio==2.5.0 | torchaudio==2.6.0
torchvision==0.20.0 | torchvision==0.21.0
transformers==4.49.0 | transformers==4.51.1
triton==3.1.0 | triton==3.2.0
typing_extensions==4.12.2 | typing_extensions==4.13.1
tzdata==2025.1 | typing-inspection==0.4.0
> tzdata==2025.2
wheel==0.45.1 | wheel==0.46.1
> zmq-anyio==0.3.9
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==12.4+deb12u9 | base-files==12.4+deb12u10
curl==7.88.1-10+deb12u8 | curl==7.88.1-10+deb12u12
libc-bin==2.36-9+deb12u9 | libc-bin==2.36-9+deb12u10
libc-dev-bin==2.36-9+deb12u9 | libc-dev-bin==2.36-9+deb12u10
libc6:amd64==2.36-9+deb12u9 | libc6:amd64==2.36-9+deb12u10
libc6-dev:amd64==2.36-9+deb12u9 | libc6-dev:amd64==2.36-9+deb12u10
libcurl3-gnutls:amd64==7.88.1-10+deb12u8 | libcurl3-gnutls:amd64==7.88.1-10+deb12u12
libcurl4:amd64==7.88.1-10+deb12u8 | libcurl4:amd64==7.88.1-10+deb12u12
libcurl4-openssl-dev:amd64==7.88.1-10+deb12u8 | libcurl4-openssl-dev:amd64==7.88.1-10+deb12u12
libfreetype-dev:amd64==2.12.1+dfsg-5+deb12u3 | libfreetype-dev:amd64==2.12.1+dfsg-5+deb12u4
libfreetype6:amd64==2.12.1+dfsg-5+deb12u3 | libfreetype6:amd64==2.12.1+dfsg-5+deb12u4
libfreetype6-dev:amd64==2.12.1+dfsg-5+deb12u3 | libfreetype6-dev:amd64==2.12.1+dfsg-5+deb12u4
libgnutls30:amd64==3.7.9-2+deb12u3 | libgnutls30:amd64==3.7.9-2+deb12u4
liblzma-dev:amd64==5.4.1-0.2 | liblzma-dev:amd64==5.4.1-1
liblzma5:amd64==5.4.1-0.2 | liblzma5:amd64==5.4.1-1
libmariadb-dev==1:10.11.6-0+deb12u1 | libmariadb-dev==1:10.11.11-0+deb12u1
libmariadb-dev-compat==1:10.11.6-0+deb12u1 | libmariadb-dev-compat==1:10.11.11-0+deb12u1
libmariadb3:amd64==1:10.11.6-0+deb12u1 | libmariadb3:amd64==1:10.11.11-0+deb12u1
libpq-dev==15.10-0+deb12u1 | libpq-dev==15.12-0+deb12u2
libpq5:amd64==15.10-0+deb12u1 | libpq5:amd64==15.12-0+deb12u2
librabbitmq4:amd64==0.11.0-1+b1 | librabbitmq4:amd64==0.11.0-1+deb12u1
libsvn1:amd64==1.14.2-4+b2 | libsvn1:amd64==1.14.2-4+deb12u1
libsystemd0:amd64==252.33-1~deb12u1 | libsystemd0:amd64==252.36-1~deb12u1
libtasn1-6:amd64==4.19.0-2 | libtasn1-6:amd64==4.19.0-2+deb12u1
libudev1:amd64==252.33-1~deb12u1 | libudev1:amd64==252.36-1~deb12u1
libxslt1-dev:amd64==1.1.35-1 | libxslt1-dev:amd64==1.1.35-1+deb12u1
libxslt1.1:amd64==1.1.35-1 | libxslt1.1:amd64==1.1.35-1+deb12u1
linux-libc-dev:amd64==6.1.124-1 | linux-libc-dev:amd64==6.1.129-1
mariadb-common==1:10.11.6-0+deb12u1 | mariadb-common==1:10.11.11-0+deb12u1
mercurial==6.3.2-1 | mercurial==6.3.2-1+deb12u1
mercurial-common==6.3.2-1 | mercurial-common==6.3.2-1+deb12u1
openssh-client==1:9.2p1-2+deb12u4 | openssh-client==1:9.2p1-2+deb12u5
subversion==1.14.2-4+b2 | subversion==1.14.2-4+deb12u1
tzdata==2024b-0+deb12u1 | tzdata==2025b-0+deb12u1
wget==1.21.3-1+b2 | wget==1.21.3-1+deb12u1
xz-utils==5.4.1-0.2 | xz-utils==5.4.1-1
== Comparing printenv | sort ==
BUILD_DATE=20250219-122512 | BUILD_DATE=20250408-210127
GIT_COMMIT=a0906f3cd6ccec655800f0598bc64337675d10b4 | GIT_COMMIT=f48df1d9dc484870ad98f3b7e2de9b2e6eef3173
HOSTNAME=15e86011ad31 | HOSTNAME=c0e62f728a8a
v159 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v159
== Comparing pip list --format=freeze ==
accelerate==1.2.1 | accelerate==1.3.0
aiohappyeyeballs==2.4.6 | aiohappyeyeballs==2.6.1
aiohttp==3.11.12 | aiohttp==3.11.16
albucore==0.0.19 | albucore==0.0.23
albumentations==1.4.20 | albumentations==2.0.4
alembic==1.14.1 | ale-py==0.10.1
> alembic==1.15.2
array_record==0.5.1 | array_record==0.6.0
astropy==6.1.7 | astropy==7.0.1
astropy-iers-data==0.2024.12.16.0.35.48 | astropy-iers-data==0.2025.2.10.0.33.26
async-timeout==5.0.1 <
attrs==25.1.0 | attrs==25.3.0
babel==2.16.0 | babel==2.17.0
beautifulsoup4==4.12.3 | beartype==0.20.2
> beautifulsoup4==4.13.3
bigframes==1.29.0 | bigframes==1.36.0
bigquery-magics==0.4.0 | bigquery-magics==0.5.0
blosc2==2.7.1 | blosc2==3.1.0
bokeh==3.6.2 | bokeh==3.6.3
boto3==1.36.23 | boto3==1.37.29
botocore==1.36.23 | botocore==1.37.29
bqplot==0.12.43 | bqplot==0.12.44
CacheControl==0.14.1 | CacheControl==0.14.2
cachetools==5.5.0 | cachetools==5.5.2
clarabel==0.9.0 | clarabel==0.10.0
click==8.1.7 | click==8.1.8
cloudpickle==3.1.0 | cloudpickle==3.1.1
cmake==3.31.2 | cmake==3.31.4
coverage==7.6.12 | coverage==7.8.0
cryptography==44.0.1 | cramjam==2.9.1
> cryptography==44.0.2
cudf-cu12==25.2.0 | cudf-cu12==25.2.2
cuml-cu12==25.2.0 | cuml-cu12==25.2.1
cupy-cuda12x==12.2.0 | cupy-cuda12x==13.4.1
cuvs-cu12==25.2.0 | cuvs-cu12==25.2.1
cymem==2.0.10 | cyipopt==1.5.0
Cython==3.0.11 | cymem==2.0.11
> Cython==3.0.12
daal==2025.2.0 | daal==2025.4.0
dask-cudf-cu12==25.2.0 | dask-cudf-cu12==25.2.2
datasets==3.3.1 | datasets==3.5.0
db-dtypes==1.3.1 | db-dtypes==1.4.1
deepdiff==8.2.0 | deepdiff==8.4.2
Deprecated==1.2.15 | Deprecated==1.2.18
diffusers==0.31.0 | diffusers==0.32.2
dipy==1.10.0 | dipy==1.11.0
dm-tree==0.1.8 | dm-tree==0.1.9
docstring-to-markdown==0.15 | docstring-to-markdown==0.16
dopamine_rl==4.1.0 | dopamine_rl==4.1.2
earthengine-api==1.4.3 | earthengine-api==1.5.2
eerepr==0.0.4 | eerepr==0.1.0
einops==0.8.0 | einops==0.8.1
etils==1.11.0 | etils==1.12.0
eval_type_backport==0.2.0 | execnb==0.1.14
exceptiongroup==1.2.2 <
execnb==0.1.11 <
fastcore==1.7.27 | fastcore==1.7.29
fastrlock==0.8.2 | fastrlock==0.8.3
filelock==3.17.0 | filelock==3.18.0
flatbuffers==24.3.25 | flatbuffers==25.2.10
flax==0.8.5 | flax==0.10.3
folium==0.19.2 | folium==0.19.4
fonttools==4.55.3 | fonttools==4.56.0
fsspec==2024.12.0 | fsspec==2025.3.2
gitdb==4.0.11 | gitdb==4.0.12
GitPython==3.1.43 | GitPython==3.1.44
google-ai-generativelanguage==0.6.10 | google-ai-generativelanguage==0.6.15
google-api-python-client==2.155.0 | google-api-python-client==2.160.0
google-cloud-aiplatform==1.74.0 | google-cloud-aiplatform==1.79.0
google-cloud-bigtable==2.27.0 | google-cloud-bigtable==2.28.1
> google-cloud-dataproc==5.17.0
google-cloud-firestore==2.19.0 | google-cloud-firestore==2.20.0
google-cloud-iam==2.17.0 | google-cloud-iam==2.18.0
google-cloud-pubsub==2.27.1 | google-cloud-pubsub==2.25.0
> google-cloud-spanner==3.51.0
google-cloud-videointelligence==2.16.0 | google-cloud-videointelligence==2.16.1
google-cloud-vision==3.10.0 | google-cloud-vision==3.10.1
google-genai==0.2.2 | google-genai==0.8.0
google-generativeai==0.8.3 | google-generativeai==0.8.4
googleapis-common-protos==1.66.0 | google-spark-connect==0.5.2
googledrivedownloader==0.4 | googleapis-common-protos==1.67.0
> googledrivedownloader==1.1.0
grpc-google-iam-v1==0.13.1 | grpc-google-iam-v1==0.14.0
grpcio==1.68.1 | grpc-interceptor==0.15.4
> grpcio==1.70.0
gspread==6.0.2 | gspread==6.1.4
gspread-dataframe==3.3.1 | gspread-dataframe==4.0.0
h2o==3.46.0.6 | h2o==3.46.0.7
h5netcdf==1.4.1 | h5netcdf==1.5.0
holidays==0.63 | highspy==1.9.0
> holidays==0.66
huggingface-hub==0.29.0 | huggingface-hub==0.30.2
imageio==2.36.1 | imageio==2.37.0
imageio-ffmpeg==0.5.1 | imageio-ffmpeg==0.6.0
imbalanced-learn==0.12.4 | imbalanced-learn==0.13.0
importlib_metadata==8.5.0 | importlib_metadata==8.6.1
importlib-resources==5.13.0 | importlib_resources==6.5.2
inflect==7.4.0 | inflect==7.5.0
ipykernel==5.5.6 | ipykernel==6.17.1
ipympl==0.9.6 | ipympl==0.9.7
Jinja2==3.1.4 | Jinja2==3.1.6
json5==0.10.0 | json5==0.12.0
kaggle==1.6.17 | kaggle==1.7.4.2
kagglehub==0.3.9 | kagglehub==0.3.11
kiwisolver==1.4.7 | kiwisolver==1.4.8
langchain==0.3.12 | langchain==0.3.18
langchain-core==0.3.25 | langchain-core==0.3.35
langchain-text-splitters==0.3.3 | langchain-text-splitters==0.3.6
langsmith==0.2.3 | langsmith==0.3.8
learntools==0.3.4 | learntools==0.3.5
leven==1.0.4 <
libcudf-cu12==25.2.0 | libcudf-cu12==25.2.2
libcuml-cu12==25.2.0 | libcuml-cu12==25.2.1
libcuvs-cu12==25.2.0 | libcuvs-cu12==25.2.1
libkvikio-cu12==25.2.0 | libkvikio-cu12==25.2.1
lightgbm==4.5.0 | lightgbm==4.6.0
lightning-utilities==0.12.0 | lightning-utilities==0.14.3
lml==0.1.0 | lml==0.2.0
lxml==5.3.0 | lxml==5.3.1
mkl==2025.0.1 | mkl==2025.1.0
mlxtend==0.23.3 | mlxtend==0.23.4
model-signing==0.2.0 | model-signing==1.0.0
more-itertools==10.5.0 | more-itertools==10.6.0
multidict==6.1.0 | multidict==6.2.0
murmurhash==1.0.11 | murmurhash==1.0.12
narwhals==1.18.4 | narwhals==1.26.0
nbclassic==1.1.0 | nbclassic==1.2.0
nbdev==2.3.34 | nbdev==2.3.36
nilearn==0.10.4 | nilearn==0.11.1
ninja==1.11.1.3 | ninja==1.11.1.4
nltk==3.2.4 | nltk==3.9.1
nose==1.3.7 <
nvidia-cublas-cu12==12.6.4.1 | nvidia-cublas-cu12==12.8.4.1
nvidia-cuda-cupti-cu12==12.6.80 | nvidia-cuda-cupti-cu12==12.4.127
nvidia-cuda-nvcc-cu12==12.6.85 | nvidia-cuda-nvcc-cu12==12.5.82
nvidia-cuda-runtime-cu12==12.6.77 | nvidia-cuda-nvrtc-cu12==12.4.127
nvidia-cudnn-cu12==9.6.0.74 | nvidia-cuda-runtime-cu12==12.4.127
nvidia-cufft-cu12==11.3.0.4 | nvidia-cudnn-cu12==9.3.0.75
nvidia-curand-cu12==10.3.7.77 | nvidia-cufft-cu12==11.3.3.83
nvidia-cusolver-cu12==11.7.1.2 | nvidia-curand-cu12==10.3.9.90
nvidia-cusparse-cu12==12.5.4.2 | nvidia-cusolver-cu12==11.7.3.90
> nvidia-cusparse-cu12==12.5.8.93
nvidia-nccl-cu12==2.23.4 | nvidia-nccl-cu12==2.21.5
nvidia-nvcomp-cu12==4.1.0.6 | nvidia-nvcomp-cu12==4.2.0.11
nvidia-nvjitlink-cu12==12.6.85 | nvidia-nvjitlink-cu12==12.8.93
nvtx==0.2.10 | nvidia-nvtx-cu12==12.4.127
nx-cugraph-cu12==24.10.0 | nvtx==0.2.11
> nx-cugraph-cu12==24.12.0
openai==1.57.4 | openai==1.61.1
opencv-contrib-python==4.10.0.84 | opencv-contrib-python==4.11.0.86
opencv-python==4.10.0.84 | opencv-python==4.11.0.86
opencv-python-headless==4.10.0.84 | opencv-python-headless==4.11.0.86
opentelemetry-api==1.29.0 | opentelemetry-api==1.16.0
opentelemetry-sdk==1.29.0 | opentelemetry-sdk==1.16.0
opentelemetry-semantic-conventions==0.50b0 | opentelemetry-semantic-conventions==0.37b0
optree==0.13.1 | optree==0.14.0
orderly-set==5.3.0 | orderly-set==5.3.1
orjson==3.10.12 | orjson==3.10.15
pandas-gbq==0.25.0 | pandas-gbq==0.26.1
panel==1.5.4 | panel==1.6.0
peewee==3.17.8 | peewee==3.17.9
pillow==11.0.0 | pillow==11.1.0
platformdirs==4.3.6 | platformdirs==4.3.7
plotnine==0.14.4 | plotnine==0.14.5
> plum-dispatch==2.5.7
prettytable==3.12.0 | prettytable==3.14.0
prompt_toolkit==3.0.48 | prompt_toolkit==3.0.50
propcache==0.2.1 | propcache==0.3.1
proto-plus==1.25.0 | proto-plus==1.26.0
psutil==5.9.5 | psutil==7.0.0
> puremagic==1.28
pycryptodome==3.21.0 | pycryptodome==3.22.0
pycryptodomex==3.21.0 | pycryptodomex==3.22.0
pydantic==2.11.0a2 | pydantic==2.11.3
pydantic_core==2.29.0 | pydantic_core==2.33.1
pydata-google-auth==1.9.0 | pydata-google-auth==1.9.1
pydot==3.0.3 | pydot==3.0.4
pygit2==1.16.0 | pygit2==1.17.0
pylibcudf-cu12==25.2.0 | pylibcudf-cu12==25.2.2
pylibcugraph-cu12==24.10.0 | pylibcugraph-cu12==24.12.0
pymc==5.19.1 | pymc==5.20.1
pymongo==4.11.1 | pymongo==4.12.0
pynvjitlink-cu12==0.4.0 | pynvjitlink-cu12==0.5.2
PyOpenGL==3.1.7 | PyOpenGL==3.1.9
pyparsing==3.2.0 | pyparsing==3.2.1
pypdf==5.3.0 | pypdf==5.4.0
pyspark==3.5.3 | pyspark==3.5.4
pytensor==2.26.4 | pytensor==2.27.1
python-box==7.3.0 | python-box==7.3.2
python-json-logger==3.2.1 | python-json-logger==3.3.0
> python-snappy==0.7.3
pytools==2025.1.1 | pytools==2025.1.2
pytorch-ignite==0.5.1 | pytorch-...
v159 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v159
== Comparing pip list --format=freeze ==
accelerate==1.2.1 | accelerate==1.3.0
aiohappyeyeballs==2.4.6 | aiohappyeyeballs==2.6.1
aiohttp==3.11.12 | aiohttp==3.11.16
albucore==0.0.19 | albucore==0.0.23
albumentations==1.4.20 | albumentations==2.0.4
alembic==1.14.1 | ale-py==0.10.1
> alembic==1.15.2
array_record==0.5.1 | array_record==0.6.0
astropy==6.1.7 | astropy==7.0.1
astropy-iers-data==0.2024.12.16.0.35.48 | astropy-iers-data==0.2025.2.10.0.33.26
async-timeout==5.0.1 <
attrs==25.1.0 | attrs==25.3.0
babel==2.16.0 | babel==2.17.0
beautifulsoup4==4.12.3 | beartype==0.20.2
> beautifulsoup4==4.13.3
bigframes==1.29.0 | bigframes==1.36.0
bigquery-magics==0.4.0 | bigquery-magics==0.5.0
blosc2==2.7.1 | blosc2==3.1.0
bokeh==3.6.2 | bokeh==3.6.3
boto3==1.36.23 | boto3==1.37.29
botocore==1.36.23 | botocore==1.37.29
bqplot==0.12.43 | bqplot==0.12.44
CacheControl==0.14.1 | CacheControl==0.14.2
cachetools==5.5.0 | cachetools==5.5.2
clarabel==0.9.0 | clarabel==0.10.0
click==8.1.7 | click==8.1.8
cloudpickle==3.1.0 | cloudpickle==3.1.1
cmake==3.31.2 | cmake==3.31.4
coverage==7.6.12 | coverage==7.8.0
cryptography==44.0.1 | cramjam==2.9.1
> cryptography==44.0.2
cudf-cu12==25.2.0 | cudf-cu12==25.2.2
cuml-cu12==25.2.0 | cuml-cu12==25.2.1
cupy-cuda12x==12.2.0 | cupy-cuda12x==13.4.1
cuvs-cu12==25.2.0 | cuvs-cu12==25.2.1
cymem==2.0.10 | cyipopt==1.5.0
Cython==3.0.11 | cymem==2.0.11
> Cython==3.0.12
daal==2025.2.0 | daal==2025.4.0
dask-cudf-cu12==25.2.0 | dask-cudf-cu12==25.2.2
datasets==3.3.1 | datasets==3.5.0
db-dtypes==1.3.1 | db-dtypes==1.4.1
deepdiff==8.2.0 | deepdiff==8.4.2
Deprecated==1.2.15 | Deprecated==1.2.18
diffusers==0.31.0 | diffusers==0.32.2
dipy==1.10.0 | dipy==1.11.0
dm-tree==0.1.8 | dm-tree==0.1.9
docstring-to-markdown==0.15 | docstring-to-markdown==0.16
dopamine_rl==4.1.0 | dopamine_rl==4.1.2
earthengine-api==1.4.3 | earthengine-api==1.5.2
eerepr==0.0.4 | eerepr==0.1.0
einops==0.8.0 | einops==0.8.1
etils==1.11.0 | etils==1.12.0
eval_type_backport==0.2.0 | execnb==0.1.14
exceptiongroup==1.2.2 <
execnb==0.1.11 <
fastcore==1.7.27 | fastcore==1.7.29
fastrlock==0.8.2 | fastrlock==0.8.3
filelock==3.17.0 | filelock==3.18.0
flatbuffers==24.3.25 | flatbuffers==25.2.10
flax==0.8.5 | flax==0.10.3
folium==0.19.2 | folium==0.19.4
fonttools==4.55.3 | fonttools==4.56.0
fsspec==2024.12.0 | fsspec==2025.3.2
gitdb==4.0.11 | gitdb==4.0.12
GitPython==3.1.43 | GitPython==3.1.44
google-ai-generativelanguage==0.6.10 | google-ai-generativelanguage==0.6.15
google-api-python-client==2.155.0 | google-api-python-client==2.160.0
google-cloud-aiplatform==1.74.0 | google-cloud-aiplatform==1.79.0
google-cloud-bigtable==2.27.0 | google-cloud-bigtable==2.28.1
> google-cloud-dataproc==5.17.0
google-cloud-firestore==2.19.0 | google-cloud-firestore==2.20.0
google-cloud-iam==2.17.0 | google-cloud-iam==2.18.0
google-cloud-pubsub==2.27.1 | google-cloud-pubsub==2.25.0
> google-cloud-spanner==3.51.0
google-cloud-videointelligence==2.16.0 | google-cloud-videointelligence==2.16.1
google-cloud-vision==3.10.0 | google-cloud-vision==3.10.1
google-genai==0.2.2 | google-genai==0.8.0
google-generativeai==0.8.3 | google-generativeai==0.8.4
googleapis-common-protos==1.66.0 | google-spark-connect==0.5.2
googledrivedownloader==0.4 | googleapis-common-protos==1.67.0
> googledrivedownloader==1.1.0
grpc-google-iam-v1==0.13.1 | grpc-google-iam-v1==0.14.0
grpcio==1.68.1 | grpc-interceptor==0.15.4
> grpcio==1.70.0
gspread==6.0.2 | gspread==6.1.4
gspread-dataframe==3.3.1 | gspread-dataframe==4.0.0
h2o==3.46.0.6 | h2o==3.46.0.7
h5netcdf==1.4.1 | h5netcdf==1.5.0
holidays==0.63 | highspy==1.9.0
> holidays==0.66
huggingface-hub==0.29.0 | huggingface-hub==0.30.2
imageio==2.36.1 | imageio==2.37.0
imageio-ffmpeg==0.5.1 | imageio-ffmpeg==0.6.0
imbalanced-learn==0.12.4 | imbalanced-learn==0.13.0
importlib_metadata==8.5.0 | importlib_metadata==8.6.1
importlib-resources==5.13.0 | importlib_resources==6.5.2
inflect==7.4.0 | inflect==7.5.0
ipykernel==5.5.6 | ipykernel==6.17.1
ipympl==0.9.6 | ipympl==0.9.7
Jinja2==3.1.4 | Jinja2==3.1.6
json5==0.10.0 | json5==0.12.0
kaggle==1.6.17 | kaggle==1.7.4.2
kagglehub==0.3.9 | kagglehub==0.3.11
kiwisolver==1.4.7 | kiwisolver==1.4.8
langchain==0.3.12 | langchain==0.3.18
langchain-core==0.3.25 | langchain-core==0.3.35
langchain-text-splitters==0.3.3 | langchain-text-splitters==0.3.6
langsmith==0.2.3 | langsmith==0.3.8
learntools==0.3.4 | learntools==0.3.5
leven==1.0.4 <
libcudf-cu12==25.2.0 | libcudf-cu12==25.2.2
libcuml-cu12==25.2.0 | libcuml-cu12==25.2.1
libcuvs-cu12==25.2.0 | libcuvs-cu12==25.2.1
libkvikio-cu12==25.2.0 | libkvikio-cu12==25.2.1
lightning-utilities==0.12.0 | lightning-utilities==0.14.3
lml==0.1.0 | lml==0.2.0
lxml==5.3.0 | lxml==5.3.1
mkl==2025.0.1 | mkl==2025.1.0
mlxtend==0.23.3 | mlxtend==0.23.4
model-signing==0.2.0 | model-signing==1.0.0
more-itertools==10.5.0 | more-itertools==10.6.0
multidict==6.1.0 | multidict==6.2.0
murmurhash==1.0.11 | murmurhash==1.0.12
narwhals==1.18.4 | narwhals==1.26.0
nbclassic==1.1.0 | nbclassic==1.2.0
nbdev==2.3.34 | nbdev==2.3.36
nilearn==0.10.4 | nilearn==0.11.1
ninja==1.11.1.3 | ninja==1.11.1.4
nltk==3.2.4 | nltk==3.9.1
nose==1.3.7 <
nvidia-cublas-cu12==12.6.4.1 | nvidia-cublas-cu12==12.8.4.1
nvidia-cuda-cupti-cu12==12.6.80 | nvidia-cuda-cupti-cu12==12.4.127
nvidia-cuda-nvcc-cu12==12.6.85 | nvidia-cuda-nvcc-cu12==12.5.82
nvidia-cuda-runtime-cu12==12.6.77 | nvidia-cuda-nvrtc-cu12==12.4.127
nvidia-cudnn-cu12==9.6.0.74 | nvidia-cuda-runtime-cu12==12.4.127
nvidia-cufft-cu12==11.3.0.4 | nvidia-cudnn-cu12==9.3.0.75
nvidia-curand-cu12==10.3.7.77 | nvidia-cufft-cu12==11.3.3.83
nvidia-cusolver-cu12==11.7.1.2 | nvidia-curand-cu12==10.3.9.90
nvidia-cusparse-cu12==12.5.4.2 | nvidia-cusolver-cu12==11.7.3.90
> nvidia-cusparse-cu12==12.5.8.93
nvidia-nccl-cu12==2.23.4 | nvidia-nccl-cu12==2.21.5
nvidia-nvcomp-cu12==4.1.0.6 | nvidia-nvcomp-cu12==4.2.0.11
nvidia-nvjitlink-cu12==12.6.85 | nvidia-nvjitlink-cu12==12.8.93
nvtx==0.2.10 | nvidia-nvtx-cu12==12.4.127
nx-cugraph-cu12==24.10.0 | nvtx==0.2.11
> nx-cugraph-cu12==24.12.0
openai==1.57.4 | openai==1.61.1
opencv-contrib-python==4.10.0.84 | opencv-contrib-python==4.11.0.86
opencv-python==4.10.0.84 | opencv-python==4.11.0.86
opencv-python-headless==4.10.0.84 | opencv-python-headless==4.11.0.86
opentelemetry-api==1.29.0 | opentelemetry-api==1.16.0
opentelemetry-sdk==1.29.0 | opentelemetry-sdk==1.16.0
opentelemetry-semantic-conventions==0.50b0 | opentelemetry-semantic-conventions==0.37b0
optree==0.13.1 | optree==0.14.0
orderly-set==5.3.0 | orderly-set==5.3.1
orjson==3.10.12 | orjson==3.10.15
pandas-gbq==0.25.0 | pandas-gbq==0.26.1
panel==1.5.4 | panel==1.6.0
peewee==3.17.8 | peewee==3.17.9
pillow==11.0.0 | pillow==11.1.0
platformdirs==4.3.6 | platformdirs==4.3.7
plotnine==0.14.4 | plotnine==0.14.5
> plum-dispatch==2.5.7
prettytable==3.12.0 | prettytable==3.14.0
prompt_toolkit==3.0.48 | prompt_toolkit==3.0.50
propcache==0.2.1 | propcache==0.3.1
proto-plus==1.25.0 | proto-plus==1.26.0
psutil==5.9.5 | psutil==7.0.0
> puremagic==1.28
pycryptodome==3.21.0 | pycryptodome==3.22.0
pycryptodomex==3.21.0 | pycryptodomex==3.22.0
pydantic==2.11.0a2 | pydantic==2.11.3
pydantic_core==2.29.0 | pydantic_core==2.33.1
pydata-google-auth==1.9.0 | pydata-google-auth==1.9.1
pydot==3.0.3 | pydot==3.0.4
pygit2==1.16.0 | pygit2==1.17.0
pylibcudf-cu12==25.2.0 | pylibcudf-cu12==25.2.2
pylibcugraph-cu12==24.10.0 | pylibcugraph-cu12==24.12.0
pymc==5.19.1 | pymc==5.20.1
pymongo==4.11.1 | pymongo==4.12.0
pynvjitlink-cu12==0.4.0 | pynvjitlink-cu12==0.5.2
PyOpenGL==3.1.7 | PyOpenGL==3.1.9
pyparsing==3.2.0 | pyparsing==3.2.1
pypdf==5.3.0 | pypdf==5.4.0
pyspark==3.5.3 | pyspark==3.5.4
pytensor==2.26.4 | pytensor==2.27.1
python-box==7.3.0 | python-box==7.3.2
python-json-logger==3.2.1 | python-json-logger==3.3.0
> python-snappy==0.7.3
pytorch-ignite==0.5.1 | pytorch-ignite==0.5.2
pytorch-lightning==2.5.0.post0 | pytorch-lightning==2.5.1
pytz==2025.1 ...
v158 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v158
== Comparing pip list --format=freeze ==
aiohappyeyeballs==2.4.4 | aiohappyeyeballs==2.4.6
aiohttp==3.11.11 | aiohttp==3.11.12
boto3==1.36.13 | boto3==1.36.23
botocore==1.36.13 | botocore==1.36.23
coverage==7.6.10 | coverage==7.6.12
cryptography==44.0.0 | cryptography==44.0.1
cuda-python==12.2.1 | cuda-bindings==12.8.0
cudf-cu12==24.12.0 | cuda-python==12.8.0
> cudf-cu12==25.2.0
cuml-cu12==24.12.0 | cuml-cu12==25.2.0
cuvs-cu12==24.12.0 | cuvs-cu12==25.2.0
daal==2025.1.0 | daal==2025.2.0
dask==2024.11.2 | dask==2024.12.1
dask-cuda==24.12.0 | dask-cuda==25.2.0
dask-cudf-cu12==24.12.0 | dask-cudf-cu12==25.2.0
dask-expr==1.1.19 | dask-expr==1.1.21
datasets==3.2.0 | datasets==3.3.1
distributed==2024.11.2 | distributed==2024.12.1
distributed-ucxx-cu12==0.41.0 | distributed-ucxx-cu12==0.42.0
fsspec==2024.9.0 | fsspec==2024.12.0
google-cloud-videointelligence==2.15.0 | google-cloud-videointelligence==2.16.0
google-cloud-vision==3.9.0 | google-cloud-vision==3.10.0
huggingface-hub==0.28.1 | huggingface-hub==0.29.0
kagglehub==0.3.7 | kagglehub==0.3.9
libcudf-cu12==24.12.0 | libcudf-cu12==25.2.0
libkvikio-cu12==24.12.1 | libcuml-cu12==25.2.0
> libcuvs-cu12==25.2.0
> libkvikio-cu12==25.2.0
> libraft-cu12==25.2.0
libucx-cu12==1.17.0.post1 | libucx-cu12==1.18.0
libucxx-cu12==0.41.0 | libucxx-cu12==0.42.0
numba-cuda==0.0.17.1 | numba-cuda==0.2.0
> nvidia-ml-py==12.570.86
optuna==4.2.0 | optuna==4.2.1
pyarrow==19.0.0 | pyarrow==19.0.1
pydantic==2.11.0a1 | pydantic==2.11.0a2
pydantic_core==2.28.0 | pydantic_core==2.29.0
pylibcudf-cu12==24.12.0 | pylibcudf-cu12==25.2.0
pylibraft-cu12==24.12.0 | pylibraft-cu12==25.2.0
pymongo==4.11 | pymongo==4.11.1
pynvml==11.4.1 | pynvml==12.0.0
pypdf==5.2.0 | pypdf==5.3.0
python-bidi==0.6.3 | python-bidi==0.6.6
python-lsp-server==1.12.0 | python-lsp-server==1.12.2
QtPy==2.4.2 | QtPy==2.4.3
raft-dask-cu12==24.12.0 | raft-dask-cu12==25.2.0
rapids-dask-dependency==24.12.0 | rapids-dask-dependency==25.2.0
ray==2.42.0 | ray==2.42.1
rmm-cu12==24.12.1 | rmm-cu12==25.2.0
scikit-learn-intelex==2025.1.0 | scikit-learn-intelex==2025.2.0
tiktoken==0.8.0 | tiktoken==0.9.0
treelite==4.3.0 | treelite==4.4.1
ucx-py-cu12==0.41.0 | ucx-py-cu12==0.42.0
ucxx-cu12==0.41.0 | ucxx-cu12==0.42.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
openssh-client==1:8.9p1-3ubuntu0.10 | openssh-client==1:8.9p1-3ubuntu0.11
== Comparing printenv | sort ==
BUILD_DATE=20250205-122509 | BUILD_DATE=20250219-122510
GIT_COMMIT=738fade33bb4de2fc22fe2af8bf2748abc0075a5 | GIT_COMMIT=a0906f3cd6ccec655800f0598bc64337675d10b4
HOSTNAME=3b802f2a1afd | HOSTNAME=d45c993a2f85
v158 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v158
== Comparing pip list --format=freeze ==
accelerate==1.3.0 | accelerate==1.4.0
albumentations==2.0.3 | albumentations==2.0.4
betterproto==2.0.0b6 <
cryptography==44.0.0 <
dnspython==2.7.0 <
einops==0.8.0 | einops==0.8.1
email_validator==2.2.0 <
etils==1.11.0 | etils==1.12.0
flake8==7.1.1 | flake8==7.1.2
flatbuffers==25.1.24 | flatbuffers==25.2.10
flax==0.10.2 | flax==0.10.3
fonttools==4.55.8 | fonttools==4.56.0
googleapis-common-protos==1.66.0 | googleapis-common-protos==1.67.0
grpclib==0.4.8rc2 <
h2==4.2.0 | h5py==3.13.0
h5py==3.12.1 | huggingface-hub==0.29.0
hpack==4.1.0 | humanize==4.12.1
huggingface-hub==0.28.1 <
humanize==4.11.0 <
hyperframe==6.1.0 <
id==1.5.0 <
importlib-resources==5.13.0 | importlib_resources==6.5.2
in-toto-attestation==0.9.3 <
kagglehub==0.3.7 | kagglehub==0.3.9
mistune==3.1.1 | mistune==3.1.2
model-signing==0.2.0 <
multidict==6.1.0 <
orbax-checkpoint==0.11.2 | orbax-checkpoint==0.11.5
psutil==6.1.1 | psutil==7.0.0
pyarrow==19.0.0 | pyarrow==19.0.1
pyasn1==0.6.1 <
pydantic==2.11.0a1 | pydantic==2.11.0a2
pydantic_core==2.28.0 | pydantic_core==2.29.0
PyJWT==2.10.1 <
pyOpenSSL==25.0.0 <
python-lsp-server==1.12.0 | python-lsp-server==1.12.2
rfc3161-client==0.1.2 <
rfc8785==0.1.4 <
scipy==1.15.1 | scipy==1.15.2
securesystemslib==1.2.0 <
sigstore==3.6.1 <
sigstore-protobuf-specs==0.3.2 <
sigstore-rekor-types==0.0.18 <
simplejson==3.19.3 | simplejson==3.20.1
transformers==4.48.2 | transformers==4.49.0
> treescope==0.1.9
tuf==5.1.0 <
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
== Comparing printenv | sort ==
BUILD_DATE=20250205-122408 | BUILD_DATE=20250219-122512
GIT_COMMIT=738fade33bb4de2fc22fe2af8bf2748abc0075a5 | GIT_COMMIT=a0906f3cd6ccec655800f0598bc64337675d10b4
HOSTNAME=2a9b1e85a80b | HOSTNAME=fc9b6b3b5748
v158 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v158
== Comparing pip list --format=freeze ==
aiohappyeyeballs==2.4.4 | aiohappyeyeballs==2.4.6
aiohttp==3.11.11 | aiohttp==3.11.12
boto3==1.36.13 | boto3==1.36.23
botocore==1.36.13 | botocore==1.36.23
coverage==7.6.10 | coverage==7.6.12
cryptography==44.0.0 | cryptography==44.0.1
cuda-python==12.2.1 | cuda-bindings==12.8.0
cudf-cu12==24.12.0 | cuda-python==12.8.0
> cudf-cu12==25.2.0
cuml-cu12==24.12.0 | cuml-cu12==25.2.0
cuvs-cu12==24.12.0 | cuvs-cu12==25.2.0
daal==2025.1.0 | daal==2025.2.0
dask==2024.11.2 | dask==2024.12.1
dask-cuda==24.12.0 | dask-cuda==25.2.0
dask-cudf-cu12==24.12.0 | dask-cudf-cu12==25.2.0
dask-expr==1.1.19 | dask-expr==1.1.21
datasets==3.2.0 | datasets==3.3.1
distributed==2024.11.2 | distributed==2024.12.1
distributed-ucxx-cu12==0.41.0 | distributed-ucxx-cu12==0.42.0
fsspec==2024.9.0 | fsspec==2024.12.0
google-cloud-videointelligence==2.15.0 | google-cloud-videointelligence==2.16.0
google-cloud-vision==3.9.0 | google-cloud-vision==3.10.0
huggingface-hub==0.28.1 | huggingface-hub==0.29.0
kagglehub==0.3.7 | kagglehub==0.3.9
libcudf-cu12==24.12.0 | libcudf-cu12==25.2.0
libkvikio-cu12==24.12.1 | libcuml-cu12==25.2.0
> libcuvs-cu12==25.2.0
> libkvikio-cu12==25.2.0
> libraft-cu12==25.2.0
libucx-cu12==1.17.0.post1 | libucx-cu12==1.18.0
libucxx-cu12==0.41.0 | libucxx-cu12==0.42.0
numba-cuda==0.0.17.1 | numba-cuda==0.2.0
> nvidia-ml-py==12.570.86
optuna==4.2.0 | optuna==4.2.1
pyarrow==19.0.0 | pyarrow==19.0.1
pycuda==2024.1.2 | pycuda==2025.1
pydantic==2.11.0a1 | pydantic==2.11.0a2
pydantic_core==2.28.0 | pydantic_core==2.29.0
pylibcudf-cu12==24.12.0 | pylibcudf-cu12==25.2.0
pylibraft-cu12==24.12.0 | pylibraft-cu12==25.2.0
pymongo==4.11 | pymongo==4.11.1
pynvml==11.4.1 | pynvml==12.0.0
pypdf==5.2.0 | pypdf==5.3.0
python-bidi==0.6.3 | python-bidi==0.6.6
python-lsp-server==1.12.0 | python-lsp-server==1.12.2
QtPy==2.4.2 | QtPy==2.4.3
raft-dask-cu12==24.12.0 | raft-dask-cu12==25.2.0
rapids-dask-dependency==24.12.0 | rapids-dask-dependency==25.2.0
ray==2.42.0 | ray==2.42.1
rmm-cu12==24.12.1 | rmm-cu12==25.2.0
scikit-learn-intelex==2025.1.0 | scikit-learn-intelex==2025.2.0
tiktoken==0.8.0 | tiktoken==0.9.0
treelite==4.3.0 | treelite==4.4.1
ucx-py-cu12==0.41.0 | ucx-py-cu12==0.42.0
ucxx-cu12==0.41.0 | ucxx-cu12==0.42.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
openssh-client==1:8.9p1-3ubuntu0.10 | openssh-client==1:8.9p1-3ubuntu0.11
== Comparing printenv | sort ==
BUILD_DATE=20250205-122419 | BUILD_DATE=20250219-122511
GIT_COMMIT=738fade33bb4de2fc22fe2af8bf2748abc0075a5 | GIT_COMMIT=a0906f3cd6ccec655800f0598bc64337675d10b4
HOSTNAME=d3374ea283f0 | HOSTNAME=9e545c458e84
v157 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v157
== Comparing pip list --format=freeze ==
aiobotocore==2.17.0 <
aiohttp==3.11.10 | aiohttp==3.11.11
aioitertools==0.12.0 <
aiosqlite==0.20.0 | aiosqlite==0.21.0
alembic==1.14.0 | alembic==1.14.1
async-timeout==4.0.3 | async-timeout==5.0.1
attrs==24.3.0 | attrs==25.1.0
> betterproto==2.0.0b6
boto3==1.35.93 | boto3==1.36.13
botocore==1.35.93 | botocore==1.36.13
certifi==2024.12.14 | certifi==2025.1.31
charset-normalizer==3.4.0 | charset-normalizer==3.4.1
cryptography==43.0.3 | cryptography==44.0.0
daal==2025.0.1 | daal==2025.1.0
dacite==1.8.1 | dacite==1.9.2
datashader==0.16.3 | datashader==0.17.0
deap==1.4.1 | deap==1.4.2
deepdiff==8.1.1 | deepdiff==8.2.0
emoji==2.14.0 | email_validator==2.2.0
> emoji==2.14.1
filelock==3.16.1 | filelock==3.17.0
> grpclib==0.4.8rc2
> h2==4.2.0
> hpack==4.1.0
huggingface-hub==0.27.0 | huggingface-hub==0.28.1
> hyperframe==6.1.0
> id==1.5.0
importlib_resources==6.4.5 | importlib-resources==5.13.0
> in-toto-attestation==0.9.3
jupyter-events==0.11.0 | jupyter-events==0.12.0
kaggle-environments==1.16.10 | kaggle-environments==1.16.11
kagglehub==0.3.6 | kagglehub==0.3.7
kornia==0.7.4 | kornia==0.8.0
lightning-utilities==0.11.9 | lightning-utilities==0.12.0
Mako==1.3.8 | Mako==1.3.9
marshmallow==3.24.2 | marshmallow==3.26.1
> model-signing==0.2.0
optuna==4.1.0 | optuna==4.2.0
orderly-set==5.2.3 | orderly-set==5.3.0
pandas==2.2.2 | pandas==2.2.3
pyarrow==17.0.0 | pyarrow==19.0.0
pydantic==2.10.3 | pydantic==2.11.0a1
pydantic_core==2.27.1 | pydantic_core==2.28.0
Pygments==2.18.0 | Pygments==2.19.1
pymongo==4.10.1 | pymongo==4.11
pyOpenSSL==24.2.1 | pyOpenSSL==25.0.0
pypdf==5.1.0 | pypdf==5.2.0
python-dateutil==2.8.2 | python-dateutil==2.9.0.post0
pytools==2024.1.21 | pytools==2025.1.1
pytz==2024.2 | pytz==2025.1
ray==2.40.0 | ray==2.42.0
> rfc3161-client==0.1.2
> rfc8785==0.1.4
s3fs==2024.9.0 | s3fs==0.4.2
s3transfer==0.10.4 | s3transfer==0.11.2
scikit-learn-intelex==2025.0.1 | scikit-learn-intelex==2025.1.0
> securesystemslib==1.2.0
semver==3.0.2 | semver==3.0.4
shapely==2.0.6 | shapely==2.0.7
> sigstore==3.6.1
> sigstore-protobuf-specs==0.3.2
> sigstore-rekor-types==0.0.18
SimpleITK==2.4.0 | SimpleITK==2.4.1
> tuf==5.1.0
tzdata==2024.2 | tzdata==2025.1
urllib3==2.2.3 | urllib3==2.3.0
ydata-profiling==4.12.1 | ydata-profiling==4.12.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
== Comparing printenv | sort ==
BUILD_DATE=20250109-122511 | BUILD_DATE=20250205-122419
GIT_COMMIT=55c18210abfa1f3e2b75e9ffd25950ebfbbb6694 | GIT_COMMIT=738fade33bb4de2fc22fe2af8bf2748abc0075a5
HOSTNAME=dc5396f34541 | HOSTNAME=5019a1d87373
v157 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v157
== Comparing pip list --format=freeze ==
aiobotocore==2.17.0 <
aiohttp==3.11.10 | aiohttp==3.11.11
aioitertools==0.12.0 <
aiosqlite==0.20.0 | aiosqlite==0.21.0
alembic==1.14.0 | alembic==1.14.1
async-timeout==4.0.3 | async-timeout==5.0.1
attrs==24.3.0 | attrs==25.1.0
> betterproto==2.0.0b6
boto3==1.35.93 | boto3==1.36.13
botocore==1.35.93 | botocore==1.36.13
certifi==2024.12.14 | certifi==2025.1.31
charset-normalizer==3.4.0 | charset-normalizer==3.4.1
cryptography==43.0.3 | cryptography==44.0.0
daal==2025.0.1 | daal==2025.1.0
dacite==1.8.1 | dacite==1.9.2
datashader==0.16.3 | datashader==0.17.0
deap==1.4.1 | deap==1.4.2
deepdiff==8.1.1 | deepdiff==8.2.0
emoji==2.14.0 | email_validator==2.2.0
> emoji==2.14.1
filelock==3.16.1 | filelock==3.17.0
> grpclib==0.4.8rc2
> h2==4.2.0
> hpack==4.1.0
huggingface-hub==0.27.0 | huggingface-hub==0.28.1
> hyperframe==6.1.0
> id==1.5.0
importlib_resources==6.4.5 | importlib-resources==5.13.0
> in-toto-attestation==0.9.3
jupyter-events==0.11.0 | jupyter-events==0.12.0
kaggle-environments==1.16.10 | kaggle-environments==1.16.11
kagglehub==0.3.6 | kagglehub==0.3.7
kornia==0.7.4 | kornia==0.8.0
lightning-utilities==0.11.9 | lightning-utilities==0.12.0
Mako==1.3.8 | Mako==1.3.9
marshmallow==3.24.2 | marshmallow==3.26.1
> model-signing==0.2.0
optuna==4.1.0 | optuna==4.2.0
orderly-set==5.2.3 | orderly-set==5.3.0
pandas==2.2.2 | pandas==2.2.3
pyarrow==17.0.0 | pyarrow==19.0.0
pydantic==2.10.3 | pydantic==2.11.0a1
pydantic_core==2.27.1 | pydantic_core==2.28.0
Pygments==2.18.0 | Pygments==2.19.1
pymongo==4.10.1 | pymongo==4.11
pyOpenSSL==24.2.1 | pyOpenSSL==25.0.0
pypdf==5.1.0 | pypdf==5.2.0
python-dateutil==2.8.2 | python-dateutil==2.9.0.post0
pytz==2024.2 | pytz==2025.1
ray==2.40.0 | ray==2.42.0
> rfc3161-client==0.1.2
> rfc8785==0.1.4
s3fs==2024.9.0 | s3fs==0.4.2
s3transfer==0.10.4 | s3transfer==0.11.2
scikit-learn-intelex==2025.0.1 | scikit-learn-intelex==2025.1.0
> securesystemslib==1.2.0
semver==3.0.2 | semver==3.0.4
shapely==2.0.6 | shapely==2.0.7
> sigstore==3.6.1
> sigstore-protobuf-specs==0.3.2
> sigstore-rekor-types==0.0.18
SimpleITK==2.4.0 | SimpleITK==2.4.1
> tuf==5.1.0
tzdata==2024.2 | tzdata==2025.1
urllib3==2.2.3 | urllib3==2.3.0
ydata-profiling==4.12.1 | ydata-profiling==4.12.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
== Comparing printenv | sort ==
BUILD_DATE=20250109-122510 | BUILD_DATE=20250205-122509
GIT_COMMIT=55c18210abfa1f3e2b75e9ffd25950ebfbbb6694 | GIT_COMMIT=738fade33bb4de2fc22fe2af8bf2748abc0075a5
HOSTNAME=1382954ad140 | HOSTNAME=3b1c00733bfd
v157 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v157
== Comparing pip list --format=freeze ==
accelerate==1.2.1 | accelerate==1.3.0
albumentations==2.0.0 | albumentations==2.0.3
attrs==24.3.0 | attrs==25.1.0
babel==2.16.0 | babel==2.17.0
beautifulsoup4==4.13.0b3 | beautifulsoup4==4.13.3
> betterproto==2.0.0b6
certifi==2024.12.14 | certifi==2025.1.31
cloudpickle==3.1.0 | cloudpickle==3.1.1
> cryptography==44.0.0
debugpy==1.8.11 | debugpy==1.8.12
diffusers==0.32.1 | diffusers==0.32.2
dm-tree==0.1.8 | dm-tree==0.1.9
> dnspython==2.7.0
> email_validator==2.2.0
executing==2.1.0 | executing==2.2.0
filelock==3.16.1 | filelock==3.17.0
flatbuffers==24.12.23 | flatbuffers==25.1.24
fonttools==4.55.3 | fonttools==4.55.8
fsspec==2024.12.0 | fsspec==2025.2.0
grpcio==1.69.0 | grpcio==1.70.0
> grpclib==0.4.8rc2
> h2==4.2.0
huggingface-hub==0.27.1 | hpack==4.1.0
> huggingface-hub==0.28.1
> hyperframe==6.1.0
> id==1.5.0
importlib_metadata==8.5.0 | importlib_metadata==8.6.1
importlib_resources==6.5.2 | importlib-resources==5.13.0
> in-toto-attestation==0.9.3
ipython==8.31.0 | ipython==8.32.0
isort==5.13.2 | isort==6.0.0
jupyter-events==0.11.0 | jupyter-events==0.12.0
kagglehub==0.3.6 | kagglehub==0.3.7
mistune==3.1.0 | mistune==3.1.1
> model-signing==0.2.0
> multidict==6.1.0
nbconvert==7.16.5 | nbconvert==7.16.6
opencv-python==4.10.0.84 | opencv-python==4.11.0.86
opencv-python-headless==4.10.0.84 | opencv-python-headless==4.11.0.86
optree==0.14.0rc1 | optree==0.14.0
orbax-checkpoint==0.11.0 | orbax-checkpoint==0.11.2
prompt_toolkit==3.0.48 | prompt_toolkit==3.0.50
pyarrow==18.1.0 | pyarrow==19.0.0
> pyasn1==0.6.1
pydantic==2.10.5 | pydantic==2.11.0a1
pydantic_core==2.27.2 | pydantic_core==2.28.0
pylint==3.3.3 | PyJWT==2.10.1
> pylint==3.3.4
> pyOpenSSL==25.0.0
pytz==2024.2 | pytz==2025.1
pyzmq==26.2.0 | pyzmq==26.2.1
referencing==0.35.1 | referencing==0.36.2
> rfc3161-client==0.1.2
> rfc8785==0.1.4
> securesystemslib==1.2.0
simple-parsing==0.1.6 | sigstore==3.6.1
> sigstore-protobuf-specs==0.3.2
> sigstore-rekor-types==0.0.18
> simple-parsing==0.1.7
timm==1.0.13 | timm==1.0.14
transformers==4.48.0 | transformers==4.48.2
> tuf==5.1.0
tzdata==2024.2 | tzdata==2025.1
wrapt==1.17.1 | wrapt==1.17.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==12.4+deb12u8 | base-files==12.4+deb12u9
bsdutils==1:2.38.1-5+deb12u2 | bsdutils==1:2.38.1-5+deb12u3
git==1:2.39.5-0+deb12u1 | git==1:2.39.5-0+deb12u2
git-man==1:2.39.5-0+deb12u1 | git-man==1:2.39.5-0+deb12u2
libblkid-dev:amd64==2.38.1-5+deb12u2 | libblkid-dev:amd64==2.38.1-5+deb12u3
libblkid1:amd64==2.38.1-5+deb12u2 | libblkid1:amd64==2.38.1-5+deb12u3
libglib2.0-0:amd64==2.74.6-2+deb12u4 | libglib2.0-0:amd64==2.74.6-2+deb12u5
libglib2.0-bin==2.74.6-2+deb12u4 | libglib2.0-bin==2.74.6-2+deb12u5
libglib2.0-data==2.74.6-2+deb12u4 | libglib2.0-data==2.74.6-2+deb12u5
libglib2.0-dev:amd64==2.74.6-2+deb12u4 | libglib2.0-dev:amd64==2.74.6-2+deb12u5
libglib2.0-dev-bin==2.74.6-2+deb12u4 | libglib2.0-dev-bin==2.74.6-2+deb12u5
libmount-dev:amd64==2.38.1-5+deb12u2 | libmount-dev:amd64==2.38.1-5+deb12u3
libmount1:amd64==2.38.1-5+deb12u2 | libmount1:amd64==2.38.1-5+deb12u3
libopenjp2-7:amd64==2.5.0-2 | libopenjp2-7:amd64==2.5.0-2+deb12u1
libopenjp2-7-dev:amd64==2.5.0-2 | libopenjp2-7-dev:amd64==2.5.0-2+deb12u1
libpython3.11-minimal:amd64==3.11.2-6+deb12u4 | libpython3.11-minimal:amd64==3.11.2-6+deb12u5
libpython3.11-stdlib:amd64==3.11.2-6+deb12u4 | libpython3.11-stdlib:amd64==3.11.2-6+deb12u5
libsmartcols1:amd64==2.38.1-5+deb12u2 | libsmartcols1:amd64==2.38.1-5+deb12u3
libsystemd0:amd64==252.31-1~deb12u1 | libsystemd0:amd64==252.33-1~deb12u1
libtiff-dev:amd64==4.5.0-6+deb12u1 | libtiff-dev:amd64==4.5.0-6+deb12u2
libtiff6:amd64==4.5.0-6+deb12u1 | libtiff6:amd64==4.5.0-6+deb12u2
libtiffxx6:amd64==4.5.0-6+deb12u1 | libtiffxx6:amd64==4.5.0-6+deb12u2
libudev1:amd64==252.31-1~deb12u1 | libudev1:amd64==252.33-1~deb12u1
libuuid1:amd64==2.38.1-5+deb12u2 | libuuid1:amd64==2.38.1-5+deb12u3
linux-libc-dev:amd64==6.1.119-1 | linux-libc-dev:amd64==6.1.124-1
mount==2.38.1-5+deb12u2 | mount==2.38.1-5+deb12u3
openssh-client==1:9.2p1-2+deb12u3 | openssh-client==1:9.2p1-2+deb12u4
python3.11==3.11.2-6+deb12u4 | python3.11==3.11.2-6+deb12u5
python3.11-minimal==3.11.2-6+deb12u4 | python3.11-minimal==3.11.2-6+deb12u5
ucf==3.0043+nmu1 | ucf==3.0043+nmu1+deb12u1
util-linux==2.38.1-5+deb12u2 | util-linux==2.38.1-5+deb12u3
util-linux-extra==2.38.1-5+deb12u2 | util-linux-extra==2.38.1-5+deb12u3
uuid-dev:amd64==2.38.1-5+deb12u2 | uuid-dev:amd64==2.38.1-5+deb12u3
== Comparing printenv | sort ==
BUILD_DATE=20250113-222313 | BUILD_DATE=20250205-122408
GIT_COMMIT=c170f0a204bcbe6cfcc52ef86a303784fbac97ad | GIT_COMMIT=738fade33bb4de2fc22fe2af8bf2748abc0075a5
HOSTNAME=7f51dd29f06a | HOSTNAME=c0c30b05e660
v156 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v156
== Comparing pip list --format=freeze ==
accelerate==0.34.2 | accelerate==1.2.1
> aiobotocore==2.17.0
aiohappyeyeballs==2.4.0 | aiohappyeyeballs==2.4.4
aiohttp==3.10.5 | aiohttp==3.11.10
aiosignal==1.3.1 | aioitertools==0.12.0
> aiosignal==1.3.2
alabaster==0.7.16 | alabaster==1.0.0
albucore==0.0.16 | albucore==0.0.19
albumentations==1.4.15 | albumentations==1.4.20
arviz==0.19.0 | arviz==0.20.0
astropy==6.1.3 | astropy==6.1.7
astropy-iers-data==0.2024.9.16.0.32.21 | astropy-iers-data==0.2024.12.16.0.35.48
attrs==24.2.0 | attrs==24.3.0
bayesian-optimization==2.0.1 | bayesian-optimization==2.0.3
bidict==0.23.1 | bigframes==1.29.0
bigframes==1.17.0 | bigquery-magics==0.4.0
bigquery-magics==0.2.0 | bleach==6.2.0
bleach==6.1.0 | blinker==1.9.0
blinker==1.4 <
blosc2==2.0.0 | blosc2==2.7.1
bokeh==3.4.3 | bokeh==3.6.2
boto3==1.35.83 | boto3==1.35.93
botocore==1.35.83 | botocore==1.35.93
> Bottleneck==1.4.2
branca==0.7.2 | branca==0.8.1
build==1.2.2 | CacheControl==0.14.1
CacheControl==0.14.0 <
category-encoders==2.6.4 | category_encoders==2.7.0
certifi==2024.8.30 | certifi==2024.12.14
charset-normalizer==3.3.2 | charset-normalizer==3.4.0
chex==0.1.86 | chex==0.1.88
cloudpathlib==0.19.0 | cloudpathlib==0.20.0
cmake==3.30.3 | cmake==3.31.2
cmdstanpy==1.2.4 | cmdstanpy==1.2.5
contextlib2==21.6.0 | contourpy==1.3.1
contourpy==1.3.0 | coverage==7.6.10
coverage==7.6.9 | cryptography==43.0.3
cryptography==43.0.1 <
cudf-cu12==24.4.1 | cudf-cu12==24.12.0
> cuml-cu12==24.12.0
> cuvs-cu12==24.12.0
cvxpy==1.5.3 | cvxpy==1.6.0
cymem==2.0.8 | cymem==2.0.10
dask==2024.12.1 | dask==2024.11.2
dask-expr==1.1.21 | dask-cuda==24.12.0
> dask-cudf-cu12==24.12.0
> dask-expr==1.1.19
db-dtypes==1.3.0 | db-dtypes==1.3.1
debugpy==1.6.6 | debugpy==1.8.0
> diffusers==0.31.0
distributed==2024.8.0 | distributed==2024.11.2
distro==1.7.0 | distributed-ucxx-cu12==0.41.0
> distro==1.9.0
docutils==0.18.1 | docutils==0.21.2
dopamine_rl==4.0.9 | dopamine_rl==4.1.0
duckdb==1.1.0 | duckdb==1.1.3
earthengine-api==1.0.0 | earthengine-api==1.4.3
ecos==2.0.14 <
et-xmlfile==1.1.0 | et_xmlfile==2.0.0
etils==1.9.4 | etils==1.11.0
fastai==2.7.17 | fastai==2.7.18
fastjsonschema==2.20.0 | fastjsonschema==2.21.1
firebase-admin==6.5.0 | firebase-admin==6.6.0
Flask==2.2.5 | Flask==3.1.0
flax==0.8.4 | flax==0.8.5
folium==0.17.0 | folium==0.19.2
fonttools==4.53.1 | fonttools==4.55.3
frozendict==2.4.4 | frozendict==2.4.6
frozenlist==1.4.1 | frozenlist==1.5.0
fsspec==2024.6.1 | fsspec==2024.9.0
gcsfs==2024.6.1 | gcsfs==2024.10.0
geemap==0.34.2 | geemap==0.35.1
geojson==3.1.0 | geojson==3.2.0
google-ai-generativelanguage==0.6.6 | google-ai-generativelanguage==0.6.10
google-api-python-client==2.137.0 | google-api-python-client==2.155.0
google-cloud-aiplatform==1.67.1 | google-cloud-aiplatform==1.74.0
google-cloud-bigquery-connection==1.15.5 | google-cloud-bigquery-connection==1.17.0
google-cloud-bigtable==2.26.0 | google-cloud-bigtable==2.27.0
google-cloud-datastore==2.19.0 | google-cloud-datastore==2.20.2
google-cloud-firestore==2.16.1 | google-cloud-firestore==2.19.0
google-cloud-functions==1.16.5 | google-cloud-functions==1.19.0
google-cloud-iam==2.15.2 | google-cloud-iam==2.17.0
google-cloud-language==2.13.4 | google-cloud-language==2.16.0
google-cloud-pubsub==2.23.1 | google-cloud-pubsub==2.27.1
google-cloud-resource-manager==1.12.5 | google-cloud-resource-manager==1.14.0
google-cloud-storage==2.8.0 | google-cloud-storage==2.14.0
google-genai==0.3.0 | google-genai==0.2.2
google-generativeai==0.7.2 | google-generativeai==0.8.3
googleapis-common-protos==1.65.0 | googleapis-common-protos==1.66.0
greenlet==3.1.0 | greenlet==3.1.1
grpcio==1.64.1 | grpcio==1.68.1
> h11==0.14.0
h5netcdf==1.3.0 | h5netcdf==1.4.1
h5py==3.11.0 | h5py==3.12.1
holidays==0.57 | hf_transfer==0.1.9
holoviews==1.19.1 | holidays==0.63
> holoviews==1.20.0
> httpcore==1.0.7
huggingface-hub==0.24.7 | httpx==0.28.1
humanize==4.10.0 | huggingface-hub==0.27.0
> humanize==4.11.0
ibis-framework==8.0.0 | ibis-framework==9.2.0
imageio==2.35.1 | imageio==2.36.1
imbalanced-learn==0.12.3 | imbalanced-learn==0.12.4
immutabledict==4.2.0 | immutabledict==4.2.1
intel-cmplr-lib-ur==2024.2.1 | intel-cmplr-lib-rt==2024.2.0
intel-openmp==2024.2.1 | intel-cmplr-lib-ur==2024.2.0
> intel-openmp==2024.2.0
ipympl==0.9.5 | ipympl==0.9.6
jax==0.4.26 | jax==0.4.33
jaxlib==0.4.26+cuda12.cudnn89 | jax-cuda12-pjrt==0.4.33
> jax-cuda12-plugin==0.4.33
> jaxlib==0.4.33
> jiter==0.8.2
jsonpickle==3.3.0 | jsonpatch==1.33
> jsonpickle==4.0.1
jsonschema-specifications==2023.12.1 | jsonschema-specifications==2024.10.1
kagglehub==0.3.5 | kagglehub==0.3.6
keras==3.4.1 | keras==3.5.0
kornia_rs==0.1.7 | kornia_rs==0.1.8
langcodes==3.4.0 | langchain==0.3.12
> langchain-core==0.3.25
> langchain-text-splitters==0.3.3
> langcodes==3.5.0
language_data==1.2.0 | langsmith==0.2.3
> language_data==1.3.0
> libcudf-cu12==24.12.0
> libkvikio-cu12==24.12.1
> libucx-cu12==1.17.0.post1
> libucxx-cu12==0.41.0
lxml==4.9.4 | lxml==5.3.0
marisa-trie==1.2.0 | marisa-trie==1.2.1
MarkupSafe==2.1.5 | MarkupSafe==3.0.2
marshmallow==3.23.1 | marshmallow==3.24.2
matplotlib==3.7.1 | matplotlib==3.7.5
mizani==0.11.4 | mizani==0.13.1
mkl==2024.2.2 | mkl==2025.0.1
> mkl-fft==1.3.8
> mkl-random==1.2.4
> mkl-service==2.4.1
> mkl-umath==0.1.1
mlxtend==0.23.1 | mlxtend==0.23.3
mne==1.8.0 | mne==1.9.0
msgpack==1.0.8 | msgpack==1.1.0
murmurhash==1.0.10 | murmurhash==1.0.11
music21==9.1.0 | music21==9.3.0
> ndindex==1.9.2
networkx==3.3 | networkx==3.4.2
nibabel==5.2.1 | nibabel==5.3.2
numexpr==2.10.1 | numba-cuda==0.0.17.1
> numexpr==2.10.2
> nvidia-cublas-cu12==12.6.4.1
> nvidia-cuda-cupti-cu12==12.6.80
> nvidia-cuda-nvcc-cu12==12.6.85
> nvidia-cuda-runtime-cu12==12.6.77
> nvidia-cudnn-cu12==9.6.0.74
> nvidia-cufft-cu12==11.3.0.4
> nvidia-curand-cu12==10.3.7.77
> nvidia-cusolver-cu12==11.7.1.2
> nvidia-cusparse-cu12==12.5.4.2
> nvidia-nvcomp-cu12==4.1.0.6
> nvidia-nvjitlink-cu12==12.6.85
> nx-cugraph-cu12==24.10.0
> openai==1.57.4
opt-einsum==3.3.0 | opentelemetry-api==1.29.0
optax==0.2.2 | opentelemetry-sdk==1.29.0
optree==0.12.1 | opentelemetry-semantic-conventions==0.50b0
> opt_einsum==3.4.0
> optax==0.2.4
> optree==0.13.1
osqp==0.6.7.post0 | orjson==3.10.12
> osqp==0.6.7.post3
packaging==24.1 | packaging==24.2
pandas==2.1.4 | pandas==2.2.2
pandas-gbq==0.23.1 | pandas-gbq==0.25.0
pandas-stubs==2.1.4.231227 | pandas-stubs==2.2.2.240909
panel==1.4.5 | panel==1.5.4
param==2.1.1 | param==2.2.0
path==17.0.0 | path==17.1.0
patsy==0.5.6 | patsy==1.0.1
peewee==3.17.6 | peewee==3.17.8
> peft==0.14.0
pillow==10.4.0 | pillow==11.0.0
pip-tools==7.4.1 <
plotnine==0.13.6 | plotnine==0.14.4
polars==1.6.0 | ply==3.11
> polars==1.9.0
prefetch_generator==1.0.3 <
prettytable==3.11.0 | prettytable==3.12.0
prometheus_client==0.20.0 | prometheus_client==0.21.1
prompt_toolkit==3.0.47 | prompt_toolkit==3.0.48
prophet==1.1.5 | propcache==0.2.1
proto-plus==1.24.0 | prophet==1.1.6
> proto-plus==1.25.0
psycopg2==2.9.9 | psycopg2==2.9.10
pyaml==24.12.1 | pyaml==25.1.0
pyarrow==18.1.0 | pyarrow==17.0.0
pyarrow-hotfix==0.6 <
pydantic==2.9.2 | pydantic==2.10.3
pydantic_core==2.23.4 | pydantic_core==2.27.1
pydata-google-auth==1.8.2 | pydata-google-auth==1.9.0
pydot==3.0.1 | pydot==3.0.3
pydot-ng==2.0.0 <
PyDrive2==1.20.0 | PyDrive2==1.21.3
pyerfa==2.0.1.4 | pyerfa==2.0.1.5
pygame==2.6.0 | pygame==2.6.1
> pygit2==1.16.0
PyJWT==2.9.0 | PyJWT==2.10.1
pymc==5.16.2 | pylibcudf-cu12==24.12.0
> pylibcugraph-cu12==24.10.0
> pylibraft-cu12==24.12.0
> pymc==5.19.1
pynvjitlink-cu12==0.3.0 | pynvjitlink-cu12==0.4.0
...