Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
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
...
v156 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v156
== Comparing pip list --format=freeze ==
albucore==0.0.21 | albucore==0.0.23
albumentations==1.4.23 | albumentations==2.0.0
anyio==4.7.0 | anyio==4.8.0
array_record==0.5.1 | array_record==0.6.0
astroid==3.3.6 | astroid==3.3.8
audioread==3.0.1 <
beautifulsoup4==4.13.0b2 | beautifulsoup4==4.13.0b3
cachetools==4.2.4 <
charset-normalizer==3.4.0 | charset-normalizer==3.4.1
chex==0.1.86 | chex==0.1.88
click==8.1.7 | click==8.1.8
cloud-tpu-client==0.10 <
diffusers==0.31.0 | diffusers==0.32.1
eval_type_backport==0.2.0 <
flatbuffers==24.3.25 | flatbuffers==24.12.23
flax==0.8.4 | flax==0.10.2
fsspec==2024.10.0 | fsspec==2024.12.0
google-api-core==1.31.5 <
google-api-python-client==1.8.0 <
google-auth==1.35.0 <
google-auth-httplib2==0.2.0 <
grpcio==1.69.0rc1 | grpcio==1.69.0
httplib2==0.22.0 | huggingface-hub==0.27.1
huggingface-hub==0.27.0 | humanize==4.11.0
importlib_resources==6.4.5 | importlib_resources==6.5.2
ipython==8.30.0 | ipython==8.31.0
jax==0.4.23 | jax==0.4.34
jaxlib==0.4.23 | jaxlib==0.4.34
Jinja2==3.1.4 | Jinja2==3.1.5
jupyter_server==2.14.2 | jupyter_server==2.15.0
kagglehub==0.3.5 | kagglehub==0.3.6
keras==3.7.0 | keras==3.8.0
kiwisolver==1.4.7 | kiwisolver==1.4.8
lazy_loader==0.4 <
librosa==0.10.2.post1 | libtpu==2.18.0
libtpu-nightly==0.1.dev20231213+default | libtpu-nightly==0.1.dev20241002+nightly
llvmlite==0.44.0rc2 <
mistune==3.0.2 | mistune==3.1.0
ml-dtypes==0.3.2 | ml-dtypes==0.4.1
nbconvert==7.16.4 | nbconvert==7.16.5
numba==0.61.0rc2 | numpy==2.0.2
numpy==1.26.4 | nvidia-cublas-cu12==12.4.5.8
nvidia-cublas-cu12==12.1.3.1 | nvidia-cuda-cupti-cu12==12.4.127
nvidia-cuda-cupti-cu12==12.1.105 | nvidia-cuda-nvrtc-cu12==12.4.127
nvidia-cuda-nvrtc-cu12==12.1.105 | nvidia-cuda-runtime-cu12==12.4.127
nvidia-cuda-runtime-cu12==12.1.105 <
nvidia-cufft-cu12==11.0.2.54 | nvidia-cufft-cu12==11.2.1.3
nvidia-curand-cu12==10.3.2.106 | nvidia-curand-cu12==10.3.5.147
nvidia-cusolver-cu12==11.4.5.107 | nvidia-cusolver-cu12==11.6.1.9
nvidia-cusparse-cu12==12.1.0.106 | nvidia-cusparse-cu12==12.3.1.170
nvidia-nccl-cu12==2.20.5 | nvidia-nccl-cu12==2.21.5
nvidia-nvjitlink-cu12==12.6.85 | nvidia-nvjitlink-cu12==12.4.127
nvidia-nvtx-cu12==12.1.105 | nvidia-nvtx-cu12==12.4.127
oauth2client==4.1.3 <
optax==0.2.2 | optax==0.2.4
orbax-checkpoint==0.5.16 | orbax-checkpoint==0.11.0
pillow==11.0.0 | pillow==11.1.0
pooch==1.8.2 <
protobuf==4.25.5 | protobuf==5.29.3
psutil==6.1.0 | psutil==6.1.1
pyasn1==0.6.1 <
pyasn1_modules==0.4.1 <
Pygments==2.18.0 | Pygments==2.19.1
pylint==3.3.2 | pylint==3.3.3
pyparsing==3.2.0 | pyparsing==3.2.1
rsa==4.9 | safetensors==0.5.2
safetensors==0.4.6.dev0 <
scipy==1.15.0rc1 | scipy==1.15.0
> simplejson==3.19.3
soundfile==0.12.1 <
soxr==0.5.0.post1 <
stringzilla==3.11.2 | stringzilla==3.11.3
sympy==1.13.3 | sympy==1.13.1
tensorboard==2.16.2 | tensorboard==2.18.0
tensorflow==2.16.1 | tensorflow==2.18.0
tensorflow-text==2.17.0rc0 | tensorflow-text==2.18.1
> tensorflow_tpu==2.18.0
tf_keras==2.16.0 | tf_keras==2.18.0
torch==2.4.0 | torch==2.5.0
torch-xla==2.4.0+libtpu | torch-xla==2.5.0+libtpu
torchaudio==2.4.0 | torchaudio==2.5.0
torchvision==0.19.0 | torchvision==0.20.0
> tpu-info==0.2.0
triton==3.0.0 | triton==3.1.0
uritemplate==3.0.1 | urllib3==2.3.0
urllib3==2.2.3 <
== 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=20241219-122509 | BUILD_DATE=20250109-122510
GIT_COMMIT=54527323533b2b1755647f1ee88cfd467ee7374e | GIT_COMMIT=55c18210abfa1f3e2b75e9ffd25950ebfbbb6694
HOSTNAME=7e6699e0b807 | HOSTNAME=3d6ec4613211
PATH=/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin: | PATH=/.local/bin:/usr/local/bin:/usr/local/sbin:/usr/local/bi
v156 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/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==...
v155 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v155
== Comparing pip list --format=freeze ==
accelerate==1.1.1 | accelerate==0.34.2
aiobotocore==2.15.2 <
aiohttp==3.9.5 | aiohappyeyeballs==2.4.0
aioitertools==0.12.0 | aiohttp==3.10.5
albucore==0.0.20 | alabaster==0.7.16
albumentations==1.4.21 | albucore==0.0.16
> albumentations==1.4.15
anyio==4.4.0 | antlr4-python3-runtime==4.9.3
apache-beam==2.46.0 | anyio==3.7.1
appdirs==1.4.4 <
archspec==0.2.3 <
> args==0.1.0
arviz==0.20.0 | arviz==0.19.0
astroid==3.3.5 | astropy==6.1.3
asttokens==2.4.1 | astropy-iers-data==0.2024.9.16.0.32.21
> asttokens==3.0.0
async-lru==2.0.4 <
attrs==23.2.0 | attrs==24.2.0
autopep8==2.0.4 | autograd==1.7.0
Babel==2.15.0 | babel==2.16.0
backports.tarfile==1.2.0 | backcall==0.2.0
bayesian-optimization==2.0.0 | bayesian-optimization==2.0.1
beatrix_jupyterlab==2024.66.154055 <
bigframes==0.22.0 | bigframes==1.17.0
> bigquery-magics==0.2.0
blessed==1.20.0 | blinker==1.4
blinker==1.9.0 | blis==0.7.11
blis==1.0.1 | blobfile==3.0.0
blosc2==2.7.1 | blosc2==2.0.0
bokeh==3.6.1 | bokeh==3.4.3
boltons==24.0.0 <
boto3==1.26.100 | boto3==1.35.83
botocore==1.35.36 | botocore==1.35.83
branca==0.8.0 | branca==0.7.2
Brotli==1.1.0 | build==1.2.2
brotlipy==0.7.0 | CacheControl==0.14.0
cached-property==1.5.2 | cachetools==5.5.0
cachetools==4.2.4 | Cartopy==0.24.1
Cartopy==0.24.0 <
certifi==2024.6.2 | certifi==2024.8.30
cesium==0.12.3 | cesium==0.12.1
cffi==1.16.0 | cffi==1.17.1
> chardet==5.2.0
Chessnut==0.3.1 | Chessnut==0.4.1
chex==0.1.87 | chex==0.1.86
> clarabel==0.9.0
cloud-tpu-client==0.10 | clint==0.5.1
cloud-tpu-profiler==2.4.0 | cloudpathlib==0.19.0
cloudpathlib==0.20.0 <
> cmake==3.30.3
colorful==0.5.6 <
> colour==0.1.5
conda==24.5.0 | community==1.0.0b1
conda-content-trust==0+unknown <
conda-libmamba-solver==24.1.0 <
conda-package-handling==2.3.0 <
conda_package_streaming==0.10.0 <
contourpy==1.2.1 | cons==0.4.6
crcmod==1.7 | contextlib2==21.6.0
cryptography==42.0.8 | contourpy==1.3.0
> coverage==7.6.9
> cryptography==43.0.1
> cuda-python==12.2.1
> cudf-cu12==24.4.1
CVXcanon==0.1.2 | cupy-cuda12x==12.2.0
> cvxopt==1.3.2
> cvxpy==1.5.3
cymem==2.0.10 | cymem==2.0.8
Cython==3.0.10 | Cython==3.0.11
cytoolz==1.0.0 | cytoolz==1.0.1
daal==2025.0.0 | daal==2025.0.1
dask==2024.11.2 | dask==2024.12.1
dask-expr==1.1.19 | dask-expr==1.1.21
dataproc_jupyter_plugin==0.1.79 | datascience==0.17.6
datasets==3.1.0 | datasets==3.2.0
datatile==1.0.3 | db-dtypes==1.3.0
db-dtypes==1.2.0 | dbus-python==1.2.18
debugpy==1.8.1 | debugpy==1.6.6
decorator==5.1.1 | decorator==4.4.2
deepdiff==8.0.1 | deepdiff==8.1.1
Deprecated==1.2.14 | Deprecated==1.2.15
dipy==1.9.0 | dipy==1.10.0
distlib==0.3.8 | distributed==2024.8.0
distro==1.9.0 | distro==1.7.0
> dlib==19.24.2
dnspython==2.6.1 | dnspython==2.7.0
docopt==0.6.2 <
earthengine-api==1.4.1 | docutils==0.18.1
> dopamine_rl==4.0.9
> duckdb==1.1.0
> earthengine-api==1.0.0
> easydict==1.13
> editdistance==0.8.1
> eerepr==0.0.4
> einops==0.8.0
email_validator==2.1.1 <
en_core_web_lg==3.8.0 | en-core-web-sm==3.7.1
en_core_web_sm==3.8.0 <
et_xmlfile==2.0.0 | et-xmlfile==1.1.0
etils==1.7.0 | etils==1.9.4
> etuples==0.3.9
exceptiongroup==1.2.0 | exceptiongroup==1.2.2
execnb==0.1.8 | execnb==0.1.11
executing==2.0.1 <
explainable-ai-sdk==1.3.3 <
fastai==2.7.18 | fastai==2.7.17
fastapi==0.111.0 | fastcore==1.7.27
fastapi-cli==0.0.4 <
fastavro==1.9.4 <
fastcore==1.7.20 <
fasteners==0.19 | fastjsonschema==2.20.0
fastjsonschema==2.19.1 <
> fastrlock==0.8.2
filelock==3.15.1 | filelock==3.16.1
fiona==1.9.6 | fiona==1.10.1
flake8==7.1.1 | firebase-admin==6.5.0
Flask==3.1.0 | Flask==2.2.5
flax==0.10.2 | flax==0.8.4
folium==0.18.0 | folium==0.17.0
fonttools==4.53.0 | fonttools==4.53.1
fsspec==2024.9.0 | fsspec==2024.6.1
fury==0.11.0 | fury==0.12.0
gast==0.5.4 | gast==0.6.0
gcsfs==2024.9.0.post1 | gcsfs==2024.6.1
> GDAL==3.6.4
> gdown==5.2.0
> geemap==0.34.2
> geocoder==1.38.1
> gin-config==0.5.0
google-ai-generativelanguage==0.6.10 | glob2==0.7
google-api-core==2.11.1 | google==2.0.3
google-api-python-client==2.154.0 | google-ai-generativelanguage==0.6.6
google-apitools==0.5.31 | google-api-core==1.34.1
google-auth==2.30.0 | google-api-python-client==2.137.0
> google-auth==2.27.0
google-auth-oauthlib==1.2.0 | google-auth-oauthlib==1.2.1
google-cloud-aiplatform==0.6.0a1 | google-cloud-aiplatform==1.67.1
google-cloud-artifact-registry==1.11.3 <
google-cloud-bigquery==2.34.4 | google-cloud-bigquery==3.25.0
google-cloud-bigquery-connection==1.15.3 | google-cloud-bigquery-connection==1.15.5
google-cloud-bigtable==1.7.3 | google-cloud-bigtable==2.26.0
google-cloud-datastore==1.15.5 | google-cloud-datastore==2.19.0
google-cloud-dlp==3.18.0 | google-cloud-firestore==2.16.1
google-cloud-functions==1.16.3 | google-cloud-functions==1.16.5
google-cloud-iam==2.15.0 | google-cloud-iam==2.15.2
google-cloud-jupyter-config==0.0.10 | google-cloud-language==2.13.4
google-cloud-language==2.15.1 | google-cloud-pubsub==2.23.1
google-cloud-monitoring==2.21.0 | google-cloud-resource-manager==1.12.5
google-cloud-pubsub==2.21.3 | google-cloud-storage==2.8.0
google-cloud-pubsublite==1.10.0 <
google-cloud-recommendations-ai==0.7.1 <
google-cloud-resource-manager==1.12.3 <
google-cloud-spanner==3.47.0 <
google-cloud-storage==1.44.0 <
google-cloud-videointelligence==2.14.1 | google-cloud-videointelligence==2.15.0
google-cloud-vision==2.8.0 | google-cloud-vision==3.9.0
google-crc32c==1.5.0 | google-colab==1.0.0
google-generativeai==0.8.3 | google-crc32c==1.6.0
> google-genai==0.3.0
> google-generativeai==0.7.2
google-resumable-media==2.7.1 | google-resumable-media==2.7.2
googleapis-common-protos==1.63.1 | googleapis-common-protos==1.65.0
gpustat==1.0.0 | googledrivedownloader==0.4
greenlet==3.0.3 | greenlet==3.1.0
grpc-google-iam-v1==0.12.7 | grpc-google-iam-v1==0.13.1
grpc-interceptor==0.15.4 <
grpcio-status==1.48.0 | grpcio-status==1.48.2
gviz-api==1.10.0 | gspread==6.0.2
gym==0.26.2 | gspread-dataframe==3.3.1
> gym==0.25.2
h11==0.14.0 <
h5netcdf==1.4.1 | h5netcdf==1.3.0
haversine==2.8.1 | haversine==2.9.0
hdfs==2.7.3 <
holidays==0.61 | holidays==0.57
holoviews==1.20.0 | holoviews==1.19.1
httpcore==1.0.5 | httpimport==1.4.0
httplib2==0.21.0 | httplib2==0.22.0
httptools==0.6.1 | huggingface-hub==0.24.7
httpx==0.27.0 | humanize==4.10.0
huggingface-hub==0.26.2 <
humanize==4.9.0 <
ibis-framework==7.1.0 | ibis-framework==8.0.0
idna==3.7 | idna==3.10
imageio==2.34.1 | imageio==2.35.1
imbalanced-learn==0.12.4 | imageio-ffmpeg==0.5.1
> imagesize==1.4.1
> imbalanced-learn==0.12.3
importlib-metadata==7.0.0 | importlib_metadata==8.5.0
importlib_resources==6.4.0 | importlib_resources==6.4.5
> imutils==0.5.4
> inflect==7.4.0
ipykernel==6.29.4 | intel-cmplr-lib-ur==2024.2.1
ipympl==0.7.0 | intel-openmp==2024.2.1
ipython==8.21.0 | ipyevents==2.0.2
> ipyfilechooser==0.6.0
> ipykernel==5.5.6
> ipyleaflet==0.19.2
> ipympl==0.9.5
> ipyparallel==8.8.0
> ipython==7.34.0
> ipytree==0.2.2
isort==5.13.2 <
jaraco.classes==3.4.0 | jax==0.4.26
jaraco.context==5.3.0 | jaxlib==0.4.26+cuda12.cudnn89
jaraco.functools==4.0.1 | jedi==0.19.2
jax==0.4.35 | jeepney==0.7.1
jax-jumpy==1.0.0 | jellyfish==1.1.0
jaxlib==0.4.35 <
jedi==0.19.1 <
jeepney==0.8.0 <
json5==0.9.25 | json5==0.10.0
jsonpatch==1.33 | jsonpickle==3.3.0
jsonpointer==2.4 | jsonpointer==3.0.0
jsonschema==4.22.0 | jsonschema==4.23.0
jupyter_client==7.4.9 | jupyter_client==8.6.3
jupyter-console==6.6.3 | jupyter-console==6.1.0
jupyter-events==0.10.0 | jupyter-events==0.11.0
jupyter-http-over-ws==0.0.8 | jupyter-leaflet==0.19.2
jupyter_server_fileid==0.9.2 | jupyter_server_fi...