Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v151 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v151
== Comparing pip list --format=freeze ==
accelerate==0.32.1 | accelerate==0.33.0
aiobotocore==2.13.1 | aiobotocore==2.13.2
aiohttp==3.9.1 | aiohttp==3.9.5
aiorwlock==1.3.0 <
aiosqlite==0.19.0 | aiosqlite==0.20.0
albumentations==1.4.0 | albucore==0.0.13
> albumentations==1.4.14
altair==5.3.0 | altair==5.4.0
annotated-types==0.6.0 | annotated-types==0.7.0
anyio==4.2.0 | ansicolors==1.1.8
> anyio==4.4.0
array-record==0.5.0 | array_record==0.5.1
arviz==0.18.0 | arviz==0.19.0
astroid==3.2.2 | astroid==3.2.4
astropy==6.1.1 | astropy==6.1.2
astropy-iers-data==0.2024.7.8.0.31.19 | astropy-iers-data==0.2024.8.19.0.32.16
> atpublic==4.1.0
Babel==2.14.0 | Babel==2.15.0
backoff==2.2.1 | backports.tarfile==1.2.0
bayesian-optimization==1.5.0 | bayesian-optimization==1.5.1
beatrix_jupyterlab==2023.128.151533 | beatrix_jupyterlab==2024.66.154055
beautifulsoup4==4.12.2 | beautifulsoup4==4.12.3
> bidict==0.23.1
> bigframes==0.22.0
blosc2==2.7.0 | blosc2==2.7.1
bokeh==3.4.2 | bokeh==3.4.3
boltons==23.1.1 | boltons==24.0.0
Boruta==0.3 | Boruta==0.4.3
cloudpickle==2.2.1 | cloudpickle==3.0.0
comm==0.2.1 | comm==0.2.2
conda==24.5.0 | conda==24.7.1
conda-libmamba-solver==23.12.0 | conda-content-trust==0+unknown
conda-package-handling==2.2.0 | conda-libmamba-solver==24.1.0
conda_package_streaming==0.9.0 | conda-package-handling==2.3.0
> conda_package_streaming==0.10.0
contextily==1.6.0 | contextily==1.6.1
contourpy==1.2.0 | contourpy==1.2.1
cryptography==41.0.7 | cryptography==42.0.8
cuda-python==12.5.0 | cuda-python==12.6.0
cudf==24.6.1 | cudf==24.8.2
cuml==24.6.1 | cuml==24.8.0
Cython==3.0.8 | Cython==3.0.10
daal==2024.5.0 | daal==2024.6.0
daal4py==2024.5.0 | daal4py==2024.6.0
dask==2024.7.0 | dask==2024.8.1
dask-cuda==24.6.0 | dask-cuda==24.8.2
dask-cudf==24.6.1 | dask-cudf==24.8.2
dask-expr==1.1.7 | dask-expr==1.1.11
dataproc_jupyter_plugin==0.1.66 | dataproc_jupyter_plugin==0.1.79
datasets==2.20.0 | datasets==2.21.0
debugpy==1.8.0 | debugpy==1.8.1
distributed==2024.5.1 | distributed==2024.7.1
distributed-ucxx==0.38.0 | distributed-ucxx==0.39.1
docker==7.0.0 | dnspython==2.6.1
> docker==7.1.0
docstring-parser==0.15 | docstring_parser==0.16
earthengine-api==0.1.410 | earthengine-api==0.1.417
> email_validator==2.1.1
etils==1.6.0 | etils==1.7.0
> eval_type_backport==0.2.0
fastai==2.7.15 | fastai==2.7.16
fastapi==0.108.0 | fastapi==0.111.0
fastavro==1.9.3 | fastapi-cli==0.0.4
fastcore==1.5.49 | fastavro==1.9.4
> fastcore==1.5.55
filelock==3.13.1 | filelock==3.15.1
flatbuffers==23.5.26 | flatbuffers==24.3.25
fonttools==4.47.0 | fonttools==4.53.0
fsspec==2024.5.0 | fsspec==2024.6.1
fury==0.10.0 | fury==0.11.0
gcsfs==2024.5.0 | gcsfs==2024.6.1
gensim==4.3.2 | gensim==4.3.3
GitPython==3.1.41 | GitPython==3.1.43
google-api-python-client==2.136.0 | google-api-python-client==2.141.0
google-auth==2.26.1 | google-auth==2.30.0
google-cloud-artifact-registry==1.10.0 | google-cloud-artifact-registry==1.11.3
> google-cloud-bigquery-connection==1.15.3
google-cloud-datastore==2.19.0 | google-cloud-datastore==2.20.1
google-cloud-dlp==3.14.0 | google-cloud-dlp==3.18.0
google-cloud-jupyter-config==0.0.5 | google-cloud-functions==1.16.3
google-cloud-language==2.13.4 | google-cloud-iam==2.15.0
google-cloud-monitoring==2.18.0 | google-cloud-jupyter-config==0.0.10
google-cloud-pubsub==2.19.0 | google-cloud-language==2.14.0
google-cloud-pubsublite==1.9.0 | google-cloud-monitoring==2.21.0
> google-cloud-pubsub==2.21.3
> google-cloud-pubsublite==1.10.0
google-cloud-resource-manager==1.11.0 | google-cloud-resource-manager==1.12.3
google-cloud-spanner==3.40.1 | google-cloud-spanner==3.47.0
google-cloud-videointelligence==2.13.4 | google-cloud-videointelligence==2.13.5
google-resumable-media==2.7.0 | google-resumable-media==2.7.1
googleapis-common-protos==1.62.0 | googleapis-common-protos==1.63.1
grpcio==1.60.0 | grpc-interceptor==0.15.4
> grpcio==1.62.2
h2o==3.46.0.3 | h2o==3.46.0.4
h5py==3.10.0 | h5py==3.11.0
huggingface-hub==0.23.4 | huggingface-hub==0.24.6
> humanize==4.9.0
idna==3.6 | ibis-framework==7.1.0
> idna==3.7
imageio==2.33.1 | imageio==2.34.1
importlib-metadata==6.11.0 | immutabledict==4.2.0
importlib-resources==6.1.1 | importlib-metadata==7.0.0
> importlib_resources==6.4.0
ipykernel==6.28.0 | ipykernel==6.29.4
ipyleaflet==0.19.1 | ipyleaflet==0.19.2
ipython==8.20.0 | ipython==8.21.0
ipyvuetify==1.9.4 | ipyvuetify==1.10.0
jaraco.classes==3.3.0 | jaraco.classes==3.4.0
> jaraco.context==5.3.0
> jaraco.functools==4.0.1
jaxlib==0.4.26.dev20240504 | jaxlib==0.4.26.dev20240620
Jinja2==3.1.2 | Jinja2==3.1.4
json5==0.9.14 | json5==0.9.25
jsonschema==4.20.0 | jsonschema==4.22.0
jupyter_core==5.7.1 | jupyter_core==5.7.2
jupyter-events==0.9.0 | jupyter-events==0.10.0
jupyter-leaflet==0.19.1 | jupyter-leaflet==0.19.2
jupyter_server_fileid==0.9.1 | jupyter_server_fileid==0.9.2
jupyter_server_proxy==4.1.0 | jupyter_server_proxy==4.2.0
jupyter_server_terminals==0.5.1 | jupyter_server_terminals==0.5.3
jupyterlab==4.2.3 | jupyterlab==4.2.4
jupyterlab-widgets==3.0.9 | jupyterlab_widgets==3.0.11
jupytext==1.16.0 | jupytext==1.16.2
kaggle==1.6.14 | kaggle==1.6.17
kagglehub==0.2.7 | kagglehub==0.2.9
keras==3.4.1 | keras==3.3.3
> keras-core==0.1.7
keras-nlp==0.14.0 | keras-nlp==0.14.4
keras-tuner==1.4.6 | keras-tuner==1.4.7
kernels-mixer==0.0.7 | kernels-mixer==0.0.13
keyring==24.3.0 | keyring==25.2.1
kornia_rs==0.1.4 | kornia_rs==0.1.5
lazy_loader==0.3 | lazy_loader==0.4
libclang==16.0.6 | libclang==18.1.1
lightning-utilities==0.11.3.post0 | lightning-utilities==0.11.6
lxml==5.2.2 | lxml==5.3.0
mapclassify==2.7.0 | mapclassify==2.8.0
Markdown==3.5.2 | Markdown==3.6
MarkupSafe==2.1.3 | MarkupSafe==2.1.5
matplotlib-inline==0.1.6 | matplotlib-inline==0.1.7
matplotlib-venn==0.11.10 | matplotlib-venn==1.1.1
mdit-py-plugins==0.4.0 | mdit-py-plugins==0.4.1
menuinst==2.0.1 | memray==1.12.0
> menuinst==2.1.1
ml-dtypes==0.2.0 | ml-dtypes==0.3.2
mne==1.7.1 | mne==1.8.0
more-itertools==10.2.0 | more-itertools==10.3.0
msgpack==1.0.7 | msgpack==1.0.8
multidict==6.0.4 | multidict==6.0.5
multimethod==1.10 | multimethod==1.11.2
> narwhals==1.4.2
nb-conda-kernels==2.3.1 | nb_conda_kernels==2.5.1
nbclassic==1.0.0 | nbclassic==1.1.0
nbformat==5.9.2 | nbformat==5.10.4
nest-asyncio==1.5.8 | nest-asyncio==1.6.0
networkx==3.2.1 | networkx==3.3
notebook==6.5.4 | notebook==6.5.7
notebook_shim==0.2.3 | notebook_shim==0.2.4
onnx==1.16.1 | onnx==1.16.2
opentelemetry-api==1.22.0 | opentelemetry-api==1.25.0
opentelemetry-exporter-otlp==1.22.0 | opentelemetry-exporter-otlp==1.25.0
opentelemetry-exporter-otlp-proto-common==1.22.0 | opentelemetry-exporter-otlp-proto-common==1.25.0
opentelemetry-exporter-otlp-proto-grpc==1.22.0 | opentelemetry-exporter-otlp-proto-grpc==1.25.0
opentelemetry-exporter-otlp-proto-http==1.22.0 | opentelemetry-exporter-otlp-proto-http==1.25.0
opentelemetry-proto==1.22.0 | opentelemetry-proto==1.25.0
opentelemetry-sdk==1.22.0 | opentelemetry-sdk==1.25.0
opentelemetry-semantic-conventions==0.43b0 | opentelemetry-semantic-conventions==0.46b0
optree==0.12.1 | optree==0.11.0
orbax-checkpoint==0.5.20 | orbax-checkpoint==0.6.0
orjson==3.9.10 | orjson==3.10.4
osmnx==1.9.3 | osmnx==1.9.4
overrides==7.4.0 | overrides==7.7.0
panel==1.4.4 | panel==1.4.5
papermill==2.5.0 | papermill==2.6.0
parso==0.8.3 | parso==0.8.4
> parsy==2.1
path==16.14.0 | path==17.0.0
> pendulum==3.0.0
pexpect==4.8.0 | pexpect==4.9.0
pip==23.3.2 | pins==0.8.6
> pip==24.0
plotly==5.18.0 | plotly==5.22.0
polars==1.1.0 | polars==1.5.0
prettytable==3.9.0 | prettytable==3.10.0
prometheus-client==0.19.0 | prometheus_client==0.20.0
prompt-toolkit==3.0.42 | prompt_toolkit==3.0.47
pudb==2024.1 | pudb==2024.1.2
PuLP==2.8.0 | PuLP==2.9.0
pyaml==24.4.0 | pyaml==24.7.0
pyasn1==0.5.1 | pyasn1==0.6.0
pyasn1-modules==0.3.0 | pyasn1_modules==0.4.0
pybind11==2.13.1 | pybind11==2.13.4
pycparser==2.21 | pycparser==2.22
pycuda==2024.1 ...
v151 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v151
== Comparing pip list --format=freeze ==
accelerate==0.32.1 | accelerate==0.33.0
albucore==0.0.12 | albucore==0.0.13
albumentations==1.4.11 | albumentations==1.4.14
astroid==3.2.2 | astroid==3.2.4
attrs==23.2.0 | attrs==24.2.0
Babel==2.15.0 | babel==2.16.0
cachetools==5.3.3 | cachetools==5.5.0
cffi==1.16.0 | cffi==1.17.0
debugpy==1.8.2 | debugpy==1.8.5
diffusers==0.29.2 | diffusers==0.30.0
exceptiongroup==1.2.1 | exceptiongroup==1.2.2
google-auth==2.32.0 | google-auth==2.34.0
grpcio==1.64.1 | grpcio==1.65.5
huggingface-hub==0.23.4 | huggingface-hub==0.24.6
imageio==2.34.2 | imageio==2.35.1
importlib_metadata==8.0.0 | importlib_metadata==8.3.0
importlib_resources==6.4.0 | importlib_resources==6.4.3
jupyter_server==2.14.1 | jupyter_server==2.14.2
jupyterlab_server==2.27.2 | jupyterlab_server==2.27.3
kagglehub==0.2.7 | kagglehub==0.2.9
keras==3.4.1 | keras==3.5.0
keras-nlp==0.14.0 | keras-nlp==0.14.4
Markdown==3.6 | Markdown==3.7
matplotlib==3.9.1 | matplotlib==3.9.2
nvidia-cudnn-cu12==8.9.2.26 | nvidia-cudnn-cu12==9.1.0.70
nvidia-nvjitlink-cu12==12.5.82 | nvidia-nvjitlink-cu12==12.6.20
pure-eval==0.2.2 | pure_eval==0.2.3
pyarrow==16.1.0 | pyarrow==17.0.0
pylint==3.2.5 | pylint==3.2.6
PyYAML==6.0.1 | PyYAML==6.0.2
pyzmq==26.0.3 | pyzmq==26.1.1
regex==2024.5.15 | regex==2024.7.24
rpds-py==0.19.0 | rpds-py==0.20.0
safetensors==0.4.3 | safetensors==0.4.4
soupsieve==2.5 | soupsieve==2.6
soxr==0.3.7 | soxr==0.4.0
sympy==1.13.0 | sympy==1.13.2
tenacity==8.5.0 | tenacity==9.0.0
tensorstore==0.1.63 | tensorstore==0.1.64
tifffile==2024.7.2 | tifffile==2024.8.10
timm==1.0.7 | timm==1.0.8
tomlkit==0.12.5 | tomlkit==0.13.2
torch==2.3.0 | torch==2.4.0
torch-xla==2.3.0+libtpu | torch-xla==2.4.0+libtpu
torchaudio==2.3.0 | torchaudio==2.4.0
torchtext==0.18.0 | torchvision==0.19.0
torchvision==0.18.0 <
tqdm==4.66.4 | tqdm==4.66.5
transformers==4.42.3 | transformers==4.44.0
triton==2.3.0 | triton==3.0.0
webcolors==24.6.0 | webcolors==24.8.0
whatthepatch==1.0.5 | whatthepatch==1.0.6
wheel==0.43.0 | wheel==0.44.0
zipp==3.19.2 | zipp==3.20.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
ffmpeg==7:5.1.5-0+deb12u1 | ffmpeg==7:5.1.6-0+deb12u1
krb5-multidev:amd64==1.20.1-2+deb12u1 | krb5-multidev:amd64==1.20.1-2+deb12u2
libavcodec59:amd64==7:5.1.5-0+deb12u1 | libavcodec59:amd64==7:5.1.6-0+deb12u1
libavdevice59:amd64==7:5.1.5-0+deb12u1 | libavdevice59:amd64==7:5.1.6-0+deb12u1
libavfilter8:amd64==7:5.1.5-0+deb12u1 | libavfilter8:amd64==7:5.1.6-0+deb12u1
libavformat59:amd64==7:5.1.5-0+deb12u1 | libavformat59:amd64==7:5.1.6-0+deb12u1
libavutil57:amd64==7:5.1.5-0+deb12u1 | libavutil57:amd64==7:5.1.6-0+deb12u1
libgssapi-krb5-2:amd64==1.20.1-2+deb12u1 | libgssapi-krb5-2:amd64==1.20.1-2+deb12u2
libgssrpc4:amd64==1.20.1-2+deb12u1 | libgssrpc4:amd64==1.20.1-2+deb12u2
libk5crypto3:amd64==1.20.1-2+deb12u1 | libk5crypto3:amd64==1.20.1-2+deb12u2
libkadm5clnt-mit12:amd64==1.20.1-2+deb12u1 | libkadm5clnt-mit12:amd64==1.20.1-2+deb12u2
libkadm5srv-mit12:amd64==1.20.1-2+deb12u1 | libkadm5srv-mit12:amd64==1.20.1-2+deb12u2
libkdb5-10:amd64==1.20.1-2+deb12u1 | libkdb5-10:amd64==1.20.1-2+deb12u2
libkrb5-3:amd64==1.20.1-2+deb12u1 | libkrb5-3:amd64==1.20.1-2+deb12u2
libkrb5-dev:amd64==1.20.1-2+deb12u1 | libkrb5-dev:amd64==1.20.1-2+deb12u2
libkrb5support0:amd64==1.20.1-2+deb12u1 | libkrb5support0:amd64==1.20.1-2+deb12u2
libpostproc56:amd64==7:5.1.5-0+deb12u1 | libpostproc56:amd64==7:5.1.6-0+deb12u1
libpq-dev==15.7-0+deb12u1 | libpq-dev==15.8-0+deb12u1
libpq5:amd64==15.7-0+deb12u1 | libpq5:amd64==15.8-0+deb12u1
libswresample4:amd64==7:5.1.5-0+deb12u1 | libswresample4:amd64==7:5.1.6-0+deb12u1
libswscale6:amd64==7:5.1.5-0+deb12u1 | libswscale6:amd64==7:5.1.6-0+deb12u1
linux-libc-dev:amd64==6.1.94-1 | linux-libc-dev:amd64==6.1.99-1
== Comparing printenv | sort ==
BUILD_DATE=20240709-122528 | BUILD_DATE=20240820-122535
GIT_COMMIT=0ce0e7a928d098b7aeaf39ffed425771c11f7b1d | GIT_COMMIT=846647d98e4999e565155e3324afbefd41bdd468
HOSTNAME=7ba0b0d91163 | HOSTNAME=fedaea884be8
PYTHON_GET_PIP_SHA256=0f8bb2652c0b0965f268312f49ec21e772d421d | PYTHON_GET_PIP_SHA256=6fb7b781206356f45ad79efbb19322caa6c2a5a
PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/ac00c6 | PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/66d8a0
v151 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v151
== Comparing pip list --format=freeze ==
accelerate==0.32.1 | accelerate==0.33.0
aiobotocore==2.13.1 | aiobotocore==2.13.2
aiohttp==3.9.1 | aiohttp==3.9.5
aiorwlock==1.3.0 <
aiosqlite==0.19.0 | aiosqlite==0.20.0
albumentations==1.4.0 | albucore==0.0.13
> albumentations==1.4.14
altair==5.3.0 | altair==5.4.0
annotated-types==0.6.0 | annotated-types==0.7.0
anyio==4.2.0 | ansicolors==1.1.8
> anyio==4.4.0
> appdirs==1.4.4
array-record==0.5.0 | array_record==0.5.1
arviz==0.18.0 | arviz==0.19.0
astroid==3.2.2 | astroid==3.2.4
astropy==6.1.1 | astropy==6.1.2
astropy-iers-data==0.2024.7.8.0.31.19 | astropy-iers-data==0.2024.8.19.0.32.16
> atpublic==4.1.0
Babel==2.14.0 | Babel==2.15.0
backoff==2.2.1 | backports.tarfile==1.2.0
bayesian-optimization==1.5.0 | bayesian-optimization==1.5.1
beatrix_jupyterlab==2023.128.151533 | beatrix_jupyterlab==2024.66.154055
beautifulsoup4==4.12.2 | beautifulsoup4==4.12.3
> bidict==0.23.1
> bigframes==0.22.0
blosc2==2.7.0 | blosc2==2.7.1
bokeh==3.4.2 | bokeh==3.4.3
boltons==23.1.1 | boltons==24.0.0
Boruta==0.3 | Boruta==0.4.3
cloudpickle==2.2.1 | cloudpickle==3.0.0
comm==0.2.1 | comm==0.2.2
conda==24.5.0 | conda==24.7.1
conda-libmamba-solver==23.12.0 | conda-content-trust==0+unknown
conda-package-handling==2.2.0 | conda-libmamba-solver==24.1.0
conda_package_streaming==0.9.0 | conda-package-handling==2.3.0
> conda_package_streaming==0.10.0
contextily==1.6.0 | contextily==1.6.1
contourpy==1.2.0 | contourpy==1.2.1
cryptography==41.0.7 | cryptography==42.0.8
Cython==3.0.8 | Cython==3.0.10
daal==2024.5.0 | daal==2024.6.0
daal4py==2024.5.0 | daal4py==2024.6.0
dask==2024.7.0 | dask==2024.8.1
dask-expr==1.1.7 | dask-expr==1.1.11
dataproc_jupyter_plugin==0.1.66 | dataproc_jupyter_plugin==0.1.79
datasets==2.20.0 | datasets==2.21.0
debugpy==1.8.0 | debugpy==1.8.1
docker==7.0.0 | dnspython==2.6.1
> docker==7.1.0
docstring-parser==0.15 | docstring_parser==0.16
earthengine-api==0.1.410 | earthengine-api==0.1.417
> email_validator==2.1.1
etils==1.6.0 | etils==1.7.0
> eval_type_backport==0.2.0
fastai==2.7.15 | fastai==2.7.16
fastapi==0.108.0 | fastapi==0.111.0
fastavro==1.9.3 | fastapi-cli==0.0.4
fastcore==1.5.49 | fastavro==1.9.4
> fastcore==1.5.55
filelock==3.13.1 | filelock==3.15.1
flatbuffers==23.5.26 | flatbuffers==24.3.25
fonttools==4.47.0 | fonttools==4.53.0
fsspec==2024.5.0 | fsspec==2024.6.1
fury==0.10.0 | fury==0.11.0
gcsfs==2024.5.0 | gcsfs==2024.6.1
gensim==4.3.2 | gensim==4.3.3
GitPython==3.1.41 | GitPython==3.1.43
google-api-python-client==2.136.0 | google-api-python-client==2.141.0
google-auth==2.26.1 | google-auth==2.30.0
google-cloud-artifact-registry==1.10.0 | google-cloud-artifact-registry==1.11.3
> google-cloud-bigquery-connection==1.15.3
google-cloud-dlp==3.14.0 | google-cloud-dlp==3.18.0
google-cloud-jupyter-config==0.0.5 | google-cloud-functions==1.16.3
google-cloud-language==2.13.4 | google-cloud-iam==2.15.0
google-cloud-monitoring==2.18.0 | google-cloud-jupyter-config==0.0.10
google-cloud-pubsub==2.19.0 | google-cloud-language==2.14.0
google-cloud-pubsublite==1.9.0 | google-cloud-monitoring==2.21.0
> google-cloud-pubsub==2.21.3
> google-cloud-pubsublite==1.10.0
google-cloud-resource-manager==1.11.0 | google-cloud-resource-manager==1.12.3
google-cloud-spanner==3.40.1 | google-cloud-spanner==3.47.0
google-cloud-videointelligence==2.13.4 | google-cloud-videointelligence==2.13.5
google-resumable-media==2.7.0 | google-resumable-media==2.7.1
googleapis-common-protos==1.62.0 | googleapis-common-protos==1.63.1
grpcio==1.60.0 | grpc-interceptor==0.15.4
> grpcio==1.64.1
h2o==3.46.0.3 | h2o==3.46.0.4
h5py==3.10.0 | h5py==3.11.0
huggingface-hub==0.23.4 | huggingface-hub==0.24.6
> humanize==4.9.0
idna==3.6 | ibis-framework==7.1.0
> idna==3.7
imageio==2.33.1 | imageio==2.34.1
importlib-metadata==6.11.0 | immutabledict==4.2.0
importlib-resources==6.1.1 | importlib-metadata==7.0.0
> importlib_resources==6.4.0
ipykernel==6.28.0 | ipykernel==6.29.4
ipyleaflet==0.19.1 | ipyleaflet==0.19.2
ipython==8.20.0 | ipython==8.21.0
ipyvuetify==1.9.4 | ipyvuetify==1.10.0
jaraco.classes==3.3.0 | jaraco.classes==3.4.0
jax==0.4.30 | jaraco.context==5.3.0
> jaraco.functools==4.0.1
> jax==0.4.31
jaxlib==0.4.30 | jaxlib==0.4.31
Jinja2==3.1.2 | Jinja2==3.1.4
json5==0.9.14 | json5==0.9.25
jsonschema==4.20.0 | jsonschema==4.22.0
jupyter_core==5.7.1 | jupyter_core==5.7.2
jupyter-events==0.9.0 | jupyter-events==0.10.0
jupyter-leaflet==0.19.1 | jupyter-leaflet==0.19.2
jupyter_server_fileid==0.9.1 | jupyter_server_fileid==0.9.2
jupyter_server_proxy==4.1.0 | jupyter_server_proxy==4.2.0
jupyter_server_terminals==0.5.1 | jupyter_server_terminals==0.5.3
jupyterlab==4.2.3 | jupyterlab==4.2.4
jupyterlab-widgets==3.0.9 | jupyterlab_widgets==3.0.11
jupytext==1.16.0 | jupytext==1.16.2
kaggle==1.6.14 | kaggle==1.6.17
kagglehub==0.2.7 | kagglehub==0.2.9
keras==3.4.1 | keras==3.3.3
> keras-core==0.1.7
keras-nlp==0.14.0 | keras-nlp==0.14.4
keras-tuner==1.4.6 | keras-tuner==1.4.7
kernels-mixer==0.0.7 | kernels-mixer==0.0.13
keyring==24.3.0 | keyring==25.2.1
kornia_rs==0.1.4 | kornia_rs==0.1.5
lazy_loader==0.3 | lazy_loader==0.4
libclang==16.0.6 | libclang==18.1.1
lightning-utilities==0.11.3.post0 | lightning-utilities==0.11.6
lxml==5.2.2 | lxml==5.3.0
mapclassify==2.7.0 | mapclassify==2.8.0
Markdown==3.5.2 | Markdown==3.6
MarkupSafe==2.1.3 | MarkupSafe==2.1.5
matplotlib-inline==0.1.6 | matplotlib-inline==0.1.7
matplotlib-venn==0.11.10 | matplotlib-venn==1.1.1
mdit-py-plugins==0.4.0 | mdit-py-plugins==0.4.1
menuinst==2.0.1 | memray==1.12.0
> menuinst==2.1.1
ml-dtypes==0.2.0 | ml-dtypes==0.3.2
mne==1.7.1 | mne==1.8.0
more-itertools==10.2.0 | more-itertools==10.3.0
msgpack==1.0.7 | msgpack==1.0.8
multidict==6.0.4 | multidict==6.0.5
multimethod==1.10 | multimethod==1.11.2
> narwhals==1.4.2
nb-conda-kernels==2.3.1 | nb_conda_kernels==2.5.1
nbclassic==1.0.0 | nbclassic==1.1.0
nbformat==5.9.2 | nbformat==5.10.4
nest-asyncio==1.5.8 | nest-asyncio==1.6.0
networkx==3.2.1 | networkx==3.3
notebook==6.5.4 | notebook==6.5.7
notebook_shim==0.2.3 | notebook_shim==0.2.4
onnx==1.16.1 | onnx==1.16.2
opentelemetry-api==1.22.0 | opentelemetry-api==1.25.0
opentelemetry-exporter-otlp==1.22.0 | opentelemetry-exporter-otlp==1.25.0
opentelemetry-exporter-otlp-proto-common==1.22.0 | opentelemetry-exporter-otlp-proto-common==1.25.0
opentelemetry-exporter-otlp-proto-grpc==1.22.0 | opentelemetry-exporter-otlp-proto-grpc==1.25.0
opentelemetry-exporter-otlp-proto-http==1.22.0 | opentelemetry-exporter-otlp-proto-http==1.25.0
opentelemetry-proto==1.22.0 | opentelemetry-proto==1.25.0
opentelemetry-sdk==1.22.0 | opentelemetry-sdk==1.25.0
opentelemetry-semantic-conventions==0.43b0 | opentelemetry-semantic-conventions==0.46b0
optax==0.2.2 | optax==0.2.3
optree==0.12.1 | optree==0.11.0
orbax-checkpoint==0.5.20 | orbax-checkpoint==0.6.0
orjson==3.9.10 | orjson==3.10.4
osmnx==1.9.3 | osmnx==1.9.4
overrides==7.4.0 | overrides==7.7.0
panel==1.4.4 | panel==1.4.5
papermill==2.5.0 | papermill==2.6.0
parso==0.8.3 | parso==0.8.4
> parsy==2.1
path==16.14.0 | path==17.0.0
> pendulum==3.0.0
pexpect==4.8.0 | pexpect==4.9.0
pip==23.3.2 | pins==0.8.6
> pip==24.0
plotly==5.18.0 | plotly==5.22.0
polars==1.1.0 | polars==1.5.0
prettytable==3.9.0 | prettytable==3.10.0
prometheus-client==0.19.0 | prometheus_client==0.20.0
prompt-toolkit==3.0.42 | prompt_toolkit==3.0.47
pudb==2024.1 | pudb==2024.1.2
PuLP==2.8.0 | PuLP==2.9.0
pyaml==24.4.0 | pyaml==24.7.0
pyarrow==16.1.0 | pyarrow==17.0.0
pyasn1==0.5.1 | pyasn1==0.6.0
pyasn1-modules==0.3.0 | pyasn1_modules==0.4.0
pybind11==2.13.1 | pybind11==2.13.4
pycparser==2.21 | pycparser==2.22
pydantic==2.5.3 | pydantic==2.8.2
pydantic_core==2.14.6 | pydantic_core==2.20.1
> pydata-google-auth==1.8.2
Pygments==2.17.2 | Pygments==2.18.0
pylint==3.2.5 | pylint==3.2.6
pyogrio==0.9.0 | pyOpenSSL==24.0.0
pyOpenSSL==23.3.0 | pyparsing=...
v150 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v150
== Comparing pip list --format=freeze ==
accelerate==0.30.1 | accelerate==0.32.1
aiobotocore==2.13.0 | aiobotocore==2.13.1
alembic==1.13.1 | alembic==1.13.2
astropy==6.1.0 | astropy==6.1.1
astropy-iers-data==0.2024.6.3.0.31.14 | astropy-iers-data==0.2024.7.8.0.31.19
bayesian-optimization==1.4.3 | bayesian-optimization==1.5.0
blosc2==2.6.2 | blosc2==2.7.0
bokeh==3.4.1 | bokeh==3.4.2
botocore==1.34.106 | botocore==1.34.131
certifi==2024.2.2 | certifi==2024.7.4
cloudpathlib==0.16.0 | cloudpathlib==0.18.1
cmdstanpy==1.2.3 | cmdstanpy==1.2.4
cudf==24.4.1 | cudf==24.6.1
cuml==24.4.0 | cuml==24.6.1
cupy==13.1.0 | cupy==13.2.0
daal==2024.4.0 | daal==2024.5.0
daal4py==2024.4.0 | daal4py==2024.5.0
dask==2024.5.2 | dask==2024.7.0
dask-cuda==24.4.0 | dask-cuda==24.6.0
dask-cudf==24.4.1 | dask-cudf==24.6.1
dask-expr==1.1.2 | dask-expr==1.1.7
dataclasses-json==0.6.6 | dataclasses-json==0.6.7
datasets==2.19.2 | datasets==2.20.0
datashader==0.16.2 | datashader==0.16.3
distributed==2024.1.1 | distributed==2024.5.1
> distributed-ucxx==0.38.0
earthengine-api==0.1.405 | earthengine-api==0.1.410
ecos==2.0.13 | ecos==2.0.14
fastcore==1.5.43 | fastcore==1.5.49
fasttext==0.9.2 | fasttext==0.9.3
fitter==1.7.0 | fitter==1.7.1
folium==0.16.0 | folium==0.17.0
fsspec==2024.3.1 | fsspec==2024.5.0
gcsfs==2024.3.1 | gcsfs==2024.5.0
google-ai-generativelanguage==0.6.4 | google-ai-generativelanguage==0.6.6
google-api-python-client==2.131.0 | google-api-python-client==2.136.0
google-cloud-language==2.13.3 | google-cloud-language==2.13.4
google-cloud-videointelligence==2.13.3 | google-cloud-videointelligence==2.13.4
google-generativeai==0.6.0 | google-generativeai==0.7.2
grpcio==1.59.3 | grpcio==1.60.0
grpcio-status==1.48.1 | grpcio-status==1.48.0
h2o==3.46.0.2 | h2o==3.46.0.3
holoviews==1.18.3 | holoviews==1.19.1
huggingface-hub==0.23.2 | huggingface-hub==0.23.4
igraph==0.11.5 | igraph==0.11.6
jupyterlab==4.2.1 | jupyterlab==4.2.3
kaggle-environments==1.14.11 | kaggle-environments==1.14.15
kagglehub==0.2.5 | kagglehub==0.2.7
keras==3.3.3 | keras==3.4.1
keras-nlp==0.12.1 | keras-nlp==0.14.0
kmapper==2.0.1 | kmapper==2.1.0
kornia==0.7.2 | kornia==0.7.3
kornia_rs==0.1.3 | kornia_rs==0.1.4
lightning-utilities==0.11.2 | lightning-utilities==0.11.3.post0
mapclassify==2.6.1 | mapclassify==2.7.0
marshmallow==3.21.2 | marshmallow==3.21.3
mne==1.7.0 | mne==1.7.1
momepy==0.7.0 | momepy==0.7.2
numexpr==2.10.0 | numexpr==2.10.1
opencv-contrib-python==4.10.0.82 | opencv-contrib-python==4.10.0.84
opencv-python==4.10.0.82 | opencv-python==4.10.0.84
opencv-python-headless==4.10.0.82 | opencv-python-headless==4.10.0.84
openpyxl==3.1.3 | openpyxl==3.1.5
optree==0.11.0 | optree==0.12.1
orbax-checkpoint==0.5.15 | orbax-checkpoint==0.5.20
pandas==2.2.1 | pandas==2.2.2
param==2.1.0 | param==2.1.1
pathy==0.10.3 <
pointpats==2.4.0 | pointpats==2.5.0
polars==0.20.31 | polars==1.1.0
pooch==1.8.1 | pooch==1.8.2
pyarrow==14.0.2 | pyarrow==16.1.0
pybind11==2.12.0 | pybind11==2.13.1
pylibraft==24.4.0 | pylibraft==24.6.0
pylint==3.2.2 | pylint==3.2.5
Pympler==1.0.1 | Pympler==1.1
pynndescent==0.5.12 | pynndescent==0.5.13
pynvjitlink==0.2.3 | pynvjitlink-cu12==0.2.4
> pyogrio==0.9.0
pytest==8.2.1 | pytest==8.2.2
pytools==2024.1.3 | pytools==2024.1.6
pytorch-lightning==2.2.5 | pytorch-lightning==2.3.3
raft-dask==24.4.0 | raft-dask==24.6.0
rapids-dask-dependency==24.4.1a0 | rapids-dask-dependency==24.6.0a0
rich-click==1.8.2 | rich-click==1.8.3
rmm==24.4.0 | rmm==24.6.0
s3fs==2024.3.1 | s3fs==2024.5.0
scikit-learn-intelex==2024.4.0 | scikit-learn-intelex==2024.5.0
scikit-optimize==0.10.1 | scikit-optimize==0.10.2
sentry-sdk==2.3.1 | sentry-sdk==2.8.0
spacy==3.7.3 | spacy==3.7.5
spaghetti==1.7.5.post1 | spaghetti==1.7.6
spopt==0.6.0 | spopt==0.6.1
spreg==1.4.2 | spreg==1.5.0
stanio==0.5.0 | stanio==0.5.1
stumpy==1.12.0 | stumpy==1.13.0
sympy==1.12.1 | sympy==1.13.0
tbb==2021.12.0 | tbb==2021.13.0
tensorstore==0.1.60 | tensorstore==0.1.63
timm==1.0.3 | timm==1.0.7
transformers==4.41.2 | transformers==4.42.3
trx-python==0.2.9 | trx-python==0.3
typer==0.9.0 | typer==0.12.3
> typer-slim==0.12.3
ucx-py==0.37.0 | ucx-py==0.38.0
> ucxx==0.38.0
urwid==2.6.12 | urwid==2.6.15
vtk==9.3.0 | vtk==9.3.1
wandb==0.17.0 | wandb==0.17.4
weasel==0.3.4 | weasel==0.4.1
widgetsnbextension==3.6.6 | widgetsnbextension==3.6.7
xarray==2024.5.0 | xarray==2024.6.0
xyzservices==2024.4.0 | xyzservices==2024.6.0
zstandard==0.19.0 | zstandard==0.22.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libcdio18:amd64==2.0.0-2 | libcdio18:amd64==2.0.0-2ubuntu0.2
libvpx6:amd64==1.8.2-1ubuntu0.2 | libvpx6:amd64==1.8.2-1ubuntu0.3
openjdk-11-jre:amd64==11.0.22+7-0ubuntu2~20.04.1 | openjdk-11-jre:amd64==11.0.23+9-1ubuntu1~20.04.2
openjdk-11-jre-headless:amd64==11.0.22+7-0ubuntu2~20.04.1 | openjdk-11-jre-headless:amd64==11.0.23+9-1ubuntu1~20.04.2
== Comparing printenv | sort ==
BUILD_DATE=20240603-174907 | BUILD_DATE=20240709-122535
GIT_COMMIT=c493f6f4bae6881bf1665547702e9eddef42107c | GIT_COMMIT=0ce0e7a928d098b7aeaf39ffed425771c11f7b1d
HOSTNAME=4dc4b96f54a0 | HOSTNAME=fdf37c5eeb2d
v150 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v150
== Comparing pip list --format=freeze ==
accelerate==0.30.1 | accelerate==0.32.1
albucore==0.0.7 | albucore==0.0.12
albumentations==1.4.8 | albumentations==1.4.11
certifi==2024.6.2 | certifi==2024.7.4
debugpy==1.8.1 | debugpy==1.8.2
diffusers==0.28.0 | diffusers==0.29.2
> eval_type_backport==0.2.0
fastjsonschema==2.19.1 | fastjsonschema==2.20.0
filelock==3.14.0 | filelock==3.15.4
fonttools==4.53.0 | fonttools==4.53.1
fsspec==2024.5.0 | fsspec==2024.6.1
gast==0.5.4 | gast==0.6.0
google-auth==2.29.0 | google-auth==2.32.0
googleapis-common-protos==1.63.1 | googleapis-common-protos==1.63.2
grpcio==1.64.0 | grpcio==1.64.1
huggingface-hub==0.23.2 | huggingface-hub==0.23.4
imageio==2.34.1 | imageio==2.34.2
importlib_metadata==7.1.0 | importlib_metadata==8.0.0
ipykernel==6.29.4 | ipykernel==6.29.5
ipython==8.25.0 | ipython==8.26.0
jsonpointer==2.4 | jsonpointer==3.0.0
jsonschema==4.22.0 | jsonschema==4.23.0
kagglehub==0.2.5 | kagglehub==0.2.7
keras==3.3.3 | keras==3.4.1
keras-nlp==0.12.1 | keras-nlp==0.14.0
llvmlite==0.42.0 | llvmlite==0.43.0
matplotlib==3.9.0 | matplotlib==3.9.1
numba==0.59.1 | numba==0.60.0
nvidia-nvjitlink-cu12==12.5.40 | nvidia-nvjitlink-cu12==12.5.82
opencv-python==4.9.0.80 | opencv-python==4.10.0.84
opencv-python-headless==4.9.0.80 | opencv-python-headless==4.10.0.84
optree==0.11.0 | optree==0.12.1
orbax-checkpoint==0.5.15 | orbax-checkpoint==0.5.16
packaging==24.0 | packaging==24.1
pillow==10.3.0 | pillow==10.4.0
pooch==1.8.1 | pooch==1.8.2
prompt_toolkit==3.0.45 | prompt_toolkit==3.0.47
psutil==5.9.8 | psutil==6.0.0
pydantic==2.7.2 | pydantic==2.8.2
pydantic_core==2.18.3 | pydantic_core==2.20.1
pylint==3.2.2 | pylint==3.2.5
rpds-py==0.18.1 | rpds-py==0.19.0
scikit-image==0.23.2 | scikit-image==0.24.0
scikit-learn==1.5.0 | scikit-learn==1.5.1
scipy==1.13.1 | scipy==1.14.0
sympy==1.12.1 | sympy==1.13.0
tenacity==8.3.0 | tenacity==8.5.0
tensorflow-datasets==4.9.5 | tensorflow-datasets==4.9.6
tensorflow-io==0.37.0 | tensorflow-io==0.37.1
tensorflow-io-gcs-filesystem==0.37.0 | tensorflow-io-gcs-filesystem==0.37.1
tensorstore==0.1.60 | tensorstore==0.1.63
tifffile==2024.5.22 | tifffile==2024.7.2
timm==1.0.3 | timm==1.0.7
tornado==6.4 | tornado==6.4.1
transformers==4.41.2 | transformers==4.42.3
typing_extensions==4.12.1 | typing_extensions==4.12.2
urllib3==2.2.1 | urllib3==2.2.2
webcolors==1.13 | webcolors==24.6.0
zipp==3.19.1 | zipp==3.19.2
== 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+deb12u5 | base-files==12.4+deb12u6
bash==5.2.15-2+b2 | bash==5.2.15-2+b7
curl==7.88.1-10+deb12u5 | curl==7.88.1-10+deb12u6
ffmpeg==7:5.1.4-0+deb12u1 | ffmpeg==7:5.1.5-0+deb12u1
gir1.2-gdkpixbuf-2.0:amd64==2.42.10+dfsg-1+b1 | gir1.2-gdkpixbuf-2.0:amd64==2.42.10+dfsg-1+deb12u1
libavcodec59:amd64==7:5.1.4-0+deb12u1 | libavcodec59:amd64==7:5.1.5-0+deb12u1
libavdevice59:amd64==7:5.1.4-0+deb12u1 | libavdevice59:amd64==7:5.1.5-0+deb12u1
libavfilter8:amd64==7:5.1.4-0+deb12u1 | libavfilter8:amd64==7:5.1.5-0+deb12u1
libavformat59:amd64==7:5.1.4-0+deb12u1 | libavformat59:amd64==7:5.1.5-0+deb12u1
libavutil57:amd64==7:5.1.4-0+deb12u1 | libavutil57:amd64==7:5.1.5-0+deb12u1
libbluetooth-dev:amd64==5.66-1+deb12u1 | libbluetooth-dev:amd64==5.66-1+deb12u2
libbluetooth3:amd64==5.66-1+deb12u1 | libbluetooth3:amd64==5.66-1+deb12u2
libcjson1:amd64==1.7.15-1 | libcjson1:amd64==1.7.15-1+deb12u1
libcurl3-gnutls:amd64==7.88.1-10+deb12u5 | libcurl3-gnutls:amd64==7.88.1-10+deb12u6
libcurl4:amd64==7.88.1-10+deb12u5 | libcurl4:amd64==7.88.1-10+deb12u6
libcurl4-openssl-dev:amd64==7.88.1-10+deb12u5 | libcurl4-openssl-dev:amd64==7.88.1-10+deb12u6
libfreetype-dev:amd64==2.12.1+dfsg-5 | libfreetype-dev:amd64==2.12.1+dfsg-5+deb12u3
libfreetype6:amd64==2.12.1+dfsg-5 | libfreetype6:amd64==2.12.1+dfsg-5+deb12u3
libfreetype6-dev:amd64==2.12.1+dfsg-5 | libfreetype6-dev:amd64==2.12.1+dfsg-5+deb12u3
libgdk-pixbuf-2.0-0:amd64==2.42.10+dfsg-1+b1 | libgdk-pixbuf-2.0-0:amd64==2.42.10+dfsg-1+deb12u1
libgdk-pixbuf-2.0-dev:amd64==2.42.10+dfsg-1+b1 | libgdk-pixbuf-2.0-dev:amd64==2.42.10+dfsg-1+deb12u1
libgdk-pixbuf2.0-bin==2.42.10+dfsg-1+b1 | libgdk-pixbuf2.0-bin==2.42.10+dfsg-1+deb12u1
libgdk-pixbuf2.0-common==2.42.10+dfsg-1 | libgdk-pixbuf2.0-common==2.42.10+dfsg-1+deb12u1
libglib2.0-0:amd64==2.74.6-2+deb12u2 | libglib2.0-0:amd64==2.74.6-2+deb12u3
libglib2.0-bin==2.74.6-2+deb12u2 | libglib2.0-bin==2.74.6-2+deb12u3
libglib2.0-data==2.74.6-2+deb12u2 | libglib2.0-data==2.74.6-2+deb12u3
libglib2.0-dev:amd64==2.74.6-2+deb12u2 | libglib2.0-dev:amd64==2.74.6-2+deb12u3
libglib2.0-dev-bin==2.74.6-2+deb12u2 | libglib2.0-dev-bin==2.74.6-2+deb12u3
libgnutls30:amd64==3.7.9-2+deb12u2 | libgnutls30:amd64==3.7.9-2+deb12u3
libltdl-dev:amd64==2.4.7-5 | libltdl-dev:amd64==2.4.7-7~deb12u1
libltdl7:amd64==2.4.7-5 | libltdl7:amd64==2.4.7-7~deb12u1
libpostproc56:amd64==7:5.1.4-0+deb12u1 | libpostproc56:amd64==7:5.1.5-0+deb12u1
libpq-dev==15.6-0+deb12u1 | libpq-dev==15.7-0+deb12u1
libpq5:amd64==15.6-0+deb12u1 | libpq5:amd64==15.7-0+deb12u1
libpython3.11-minimal:amd64==3.11.2-6 | libpython3.11-minimal:amd64==3.11.2-6+deb12u2
libpython3.11-stdlib:amd64==3.11.2-6 | libpython3.11-stdlib:amd64==3.11.2-6+deb12u2
libseccomp2:amd64==2.5.4-1+b3 | libseccomp2:amd64==2.5.4-1+deb12u1
libssl-dev:amd64==3.0.11-1~deb12u2 | libssl-dev:amd64==3.0.13-1~deb12u1
libssl3:amd64==3.0.11-1~deb12u2 | libssl3:amd64==3.0.13-1~deb12u1
libswresample4:amd64==7:5.1.4-0+deb12u1 | libswresample4:amd64==7:5.1.5-0+deb12u1
libswscale6:amd64==7:5.1.4-0+deb12u1 | libswscale6:amd64==7:5.1.5-0+deb12u1
libsystemd0:amd64==252.22-1~deb12u1 | libsystemd0:amd64==252.26-1~deb12u2
libtool==2.4.7-5 | libtool==2.4.7-7~deb12u1
libudev1:amd64==252.22-1~deb12u1 | libudev1:amd64==252.26-1~deb12u2
libvpx7:amd64==1.12.0-1+deb12u2 | libvpx7:amd64==1.12.0-1+deb12u3
linux-libc-dev:amd64==6.1.90-1 | linux-libc-dev:amd64==6.1.94-1
openssh-client==1:9.2p1-2+deb12u2 | openssh-client==1:9.2p1-2+deb12u3
openssl==3.0.11-1~deb12u2 | openssl==3.0.13-1~deb12u1
python3.11==3.11.2-6 | python3.11==3.11.2-6+deb12u2
python3.11-minimal==3.11.2-6 | python3.11-minimal==3.11.2-6+deb12u2
== Comparing printenv | sort ==
BUILD_DATE=20240603-164143 | BUILD_DATE=20240709-122528
GIT_COMMIT=c493f6f4bae6881bf1665547702e9eddef42107c | GIT_COMMIT=0ce0e7a928d098b7aeaf39ffed425771c11f7b1d
HOSTNAME=874f7fc6d5be | HOSTNAME=8684f2b99224
PYTHON_GET_PIP_SHA256=dfe9fd5c28dc98b5ac17979a953ea550cec37ae | PYTHON_GET_PIP_SHA256=0f8bb2652c0b0965f268312f49ec21e772d421d
PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/dbf0c8 | PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/ac00c6
v150 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v150
== Comparing pip list --format=freeze ==
accelerate==0.30.1 | accelerate==0.32.1
aiobotocore==2.13.0 | aiobotocore==2.13.1
alembic==1.13.1 | alembic==1.13.2
astropy==6.1.0 | astropy==6.1.1
astropy-iers-data==0.2024.6.3.0.31.14 | astropy-iers-data==0.2024.7.8.0.31.19
bayesian-optimization==1.4.3 | bayesian-optimization==1.5.0
blosc2==2.6.2 | blosc2==2.7.0
bokeh==3.4.1 | bokeh==3.4.2
botocore==1.34.106 | botocore==1.34.131
certifi==2024.2.2 | certifi==2024.7.4
cloudpathlib==0.16.0 | cloudpathlib==0.18.1
cmdstanpy==1.2.3 | cmdstanpy==1.2.4
daal==2024.4.0 | daal==2024.5.0
daal4py==2024.4.0 | daal4py==2024.5.0
dask==2024.5.2 | dask==2024.7.0
dask-expr==1.1.2 | dask-expr==1.1.7
dataclasses-json==0.6.6 | dataclasses-json==0.6.7
datasets==2.19.2 | datasets==2.20.0
datashader==0.16.2 | datashader==0.16.3
earthengine-api==0.1.405 | earthengine-api==0.1.410
ecos==2.0.13 | ecos==2.0.14
fastcore==1.5.43 | fastcore==1.5.49
fasttext==0.9.2 | fasttext==0.9.3
fitter==1.7.0 | fitter==1.7.1
flax==0.8.4 | flax==0.8.5
folium==0.16.0 | folium==0.17.0
fsspec==2024.3.1 | fsspec==2024.5.0
gcsfs==2024.3.1 | gcsfs==2024.5.0
google-ai-generativelanguage==0.6.4 | google-ai-generativelanguage==0.6.6
google-api-python-client==2.131.0 | google-api-python-client==2.136.0
google-cloud-language==2.13.3 | google-cloud-language==2.13.4
google-cloud-videointelligence==2.13.3 | google-cloud-videointelligence==2.13.4
google-generativeai==0.6.0 | google-generativeai==0.7.2
grpcio-status==1.48.1 | grpcio-status==1.48.0
h2o==3.46.0.2 | h2o==3.46.0.3
holoviews==1.18.3 | holoviews==1.19.1
huggingface-hub==0.23.2 | huggingface-hub==0.23.4
igraph==0.11.5 | igraph==0.11.6
jax==0.4.28 | jax==0.4.30
jaxlib==0.4.28 | jaxlib==0.4.30
jupyterlab==4.2.1 | jupyterlab==4.2.3
kaggle-environments==1.14.11 | kaggle-environments==1.14.15
kagglehub==0.2.5 | kagglehub==0.2.7
keras==3.3.3 | keras==3.4.1
keras-nlp==0.12.1 | keras-nlp==0.14.0
kmapper==2.0.1 | kmapper==2.1.0
kornia==0.7.2 | kornia==0.7.3
kornia_rs==0.1.3 | kornia_rs==0.1.4
lightning-utilities==0.11.2 | lightning-utilities==0.11.3.post0
mapclassify==2.6.1 | mapclassify==2.7.0
marisa-trie==1.1.1 | marisa-trie==1.2.0
marshmallow==3.21.2 | marshmallow==3.21.3
mne==1.7.0 | mne==1.7.1
momepy==0.7.0 | momepy==0.7.2
numexpr==2.10.0 | numexpr==2.10.1
opencv-contrib-python==4.10.0.82 | opencv-contrib-python==4.10.0.84
opencv-python==4.10.0.82 | opencv-python==4.10.0.84
opencv-python-headless==4.10.0.82 | opencv-python-headless==4.10.0.84
openpyxl==3.1.3 | openpyxl==3.1.5
optree==0.11.0 | optree==0.12.1
orbax-checkpoint==0.5.15 | orbax-checkpoint==0.5.20
param==2.1.0 | param==2.1.1
pointpats==2.4.0 | pointpats==2.5.0
polars==0.20.31 | polars==1.1.0
pooch==1.8.1 | pooch==1.8.2
pybind11==2.12.0 | pybind11==2.13.1
pylint==3.2.2 | pylint==3.2.5
Pympler==1.0.1 | Pympler==1.1
pynndescent==0.5.12 | pynndescent==0.5.13
> pyogrio==0.9.0
pytest==8.2.1 | pytest==8.2.2
pytorch-lightning==2.2.5 | pytorch-lightning==2.3.3
rich-click==1.8.2 | rich-click==1.8.3
s3fs==2024.3.1 | s3fs==2024.5.0
scikit-learn-intelex==2024.4.0 | scikit-learn-intelex==2024.5.0
scikit-optimize==0.10.1 | scikit-optimize==0.10.2
sentry-sdk==2.3.1 | sentry-sdk==2.8.0
spacy==3.7.4 | spacy==3.7.5
spaghetti==1.7.5.post1 | spaghetti==1.7.6
spopt==0.6.0 | spopt==0.6.1
spreg==1.4.2 | spreg==1.5.0
stanio==0.5.0 | stanio==0.5.1
stumpy==1.12.0 | stumpy==1.13.0
sympy==1.12.1 | sympy==1.13.0
tbb==2021.12.0 | tbb==2021.13.0
tensorstore==0.1.60 | tensorstore==0.1.63
thinc==8.2.3 | thinc==8.2.5
timm==1.0.3 | timm==1.0.7
transformers==4.41.2 | transformers==4.42.3
trx-python==0.2.9 | trx-python==0.3
urwid==2.6.12 | urwid==2.6.15
vtk==9.3.0 | vtk==9.3.1
wandb==0.17.0 | wandb==0.17.4
weasel==0.3.4 | weasel==0.4.1
widgetsnbextension==3.6.6 | widgetsnbextension==3.6.7
xarray==2024.5.0 | xarray==2024.6.0
xyzservices==2024.4.0 | xyzservices==2024.6.0
zstandard==0.19.0 | zstandard==0.22.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libcdio18:amd64==2.0.0-2 | libcdio18:amd64==2.0.0-2ubuntu0.2
libvpx6:amd64==1.8.2-1ubuntu0.2 | libvpx6:amd64==1.8.2-1ubuntu0.3
openjdk-11-jre:amd64==11.0.22+7-0ubuntu2~20.04.1 | openjdk-11-jre:amd64==11.0.23+9-1ubuntu1~20.04.2
openjdk-11-jre-headless:amd64==11.0.22+7-0ubuntu2~20.04.1 | openjdk-11-jre-headless:amd64==11.0.23+9-1ubuntu1~20.04.2
== Comparing printenv | sort ==
BUILD_DATE=20240603-174859 | BUILD_DATE=20240709-122528
GIT_COMMIT=c493f6f4bae6881bf1665547702e9eddef42107c | GIT_COMMIT=0ce0e7a928d098b7aeaf39ffed425771c11f7b1d
HOSTNAME=5ebbfa9c27e5 | HOSTNAME=a4e21984dccf
v149 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v149
== Comparing pip list --format=freeze ==
aiohttp-cors==0.7.0 <
astropy-iers-data==0.2024.5.27.0.30.8 | astropy-iers-data==0.2024.6.3.0.31.14
cmdstanpy==1.2.2 | cmdstanpy==1.2.3
confection==0.1.4 | confection==0.1.5
dask==2024.5.1 | dask==2024.5.2
dask-expr==1.1.1 | dask-expr==1.1.2
datasets==2.19.1 | datasets==2.19.2
datashader==0.16.1 | datashader==0.16.2
earthengine-api==0.1.404 | earthengine-api==0.1.405
fastcore==1.5.41 | fastcore==1.5.43
google-generativeai==0.5.4 | google-generativeai==0.6.0
imagecodecs==2024.1.1 | imagecodecs==2024.6.1
kaggle-environments==1.14.9 | kaggle-environments==1.14.11
opencv-contrib-python==4.9.0.80 | opencv-contrib-python==4.10.0.82
opencv-python==4.9.0.80 | opencv-python==4.10.0.82
opencv-python-headless==4.9.0.80 | opencv-python-headless==4.10.0.82
openpyxl==3.1.2 | openpyxl==3.1.3
orbax-checkpoint==0.5.14 | orbax-checkpoint==0.5.15
panel==1.4.3 | panel==1.4.4
platformdirs==4.2.2 | platformdirs==3.11.0
polars==0.20.30 | polars==0.20.31
requests==2.31.0 | requests==2.32.3
sympy==1.12 | sympy==1.12.1
tensorstore==0.1.59 | tensorstore==0.1.60
transformers==4.41.1 | transformers==4.41.2
wasabi==1.1.2 | wasabi==1.1.3
== 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=20240529-122508 | BUILD_DATE=20240603-174859
GIT_COMMIT=44fa98f1d558abefe47164bcaaedf8bd09586239 | GIT_COMMIT=c493f6f4bae6881bf1665547702e9eddef42107c
HOSTNAME=dc0ed4fd8698 | HOSTNAME=8f6e0f9f8df8
v149 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v149
== Comparing pip list --format=freeze ==
albucore==0.0.5 | albucore==0.0.7
certifi==2024.2.2 | certifi==2024.6.2
> docstring_parser==0.16
fonttools==4.52.4 | fonttools==4.53.0
googleapis-common-protos==1.63.0 | googleapis-common-protos==1.63.1
> immutabledict==4.2.0
ipython==8.24.0 | ipython==8.25.0
jupyter_server==2.14.0 | jupyter_server==2.14.1
orbax-checkpoint==0.5.14 | orbax-checkpoint==0.5.15
requests==2.32.2 | requests==2.32.3
> simple_parsing==0.1.5
sympy==1.12 | sympy==1.12.1
tensorflow-datasets==4.9.4 | tensorflow-datasets==4.9.5
tensorstore==0.1.59 | tensorstore==0.1.60
transformers==4.41.1 | transformers==4.41.2
typing_extensions==4.12.0 | typing_extensions==4.12.1
zipp==3.19.0 | zipp==3.19.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
== Comparing printenv | sort ==
BUILD_DATE=20240529-122509 | BUILD_DATE=20240603-164143
GIT_COMMIT=44fa98f1d558abefe47164bcaaedf8bd09586239 | GIT_COMMIT=c493f6f4bae6881bf1665547702e9eddef42107c
HOSTNAME=21c69a308ebd | HOSTNAME=a6a43a554e19
v149 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v149
== Comparing pip list --format=freeze ==
aiohttp-cors==0.7.0 <
astropy-iers-data==0.2024.5.27.0.30.8 | astropy-iers-data==0.2024.6.3.0.31.14
cmdstanpy==1.2.2 | cmdstanpy==1.2.3
dask==2024.5.1 | dask==2024.5.2
dask-expr==1.1.1 | dask-expr==1.1.2
datasets==2.19.1 | datasets==2.19.2
datashader==0.16.1 | datashader==0.16.2
earthengine-api==0.1.404 | earthengine-api==0.1.405
fastcore==1.5.41 | fastcore==1.5.43
google-generativeai==0.5.4 | google-generativeai==0.6.0
imagecodecs==2024.1.1 | imagecodecs==2024.6.1
kaggle-environments==1.14.9 | kaggle-environments==1.14.11
opencv-contrib-python==4.9.0.80 | opencv-contrib-python==4.10.0.82
opencv-python==4.9.0.80 | opencv-python==4.10.0.82
opencv-python-headless==4.9.0.80 | opencv-python-headless==4.10.0.82
openpyxl==3.1.2 | openpyxl==3.1.3
orbax-checkpoint==0.5.14 | orbax-checkpoint==0.5.15
panel==1.4.3 | panel==1.4.4
platformdirs==4.2.2 | platformdirs==3.11.0
polars==0.20.30 | polars==0.20.31
requests==2.31.0 | requests==2.32.3
sympy==1.12 | sympy==1.12.1
tensorstore==0.1.59 | tensorstore==0.1.60
transformers==4.41.1 | transformers==4.41.2
== 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=20240529-122515 | BUILD_DATE=20240603-174907
GIT_COMMIT=44fa98f1d558abefe47164bcaaedf8bd09586239 | GIT_COMMIT=c493f6f4bae6881bf1665547702e9eddef42107c
HOSTNAME=eec9b5139ab9 | HOSTNAME=616eeac42367
v148 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v148
== Comparing pip list --format=freeze ==
accelerate==0.29.3 | accelerate==0.30.1
aiobotocore==2.12.3 | aiobotocore==2.13.0
appdirs==1.4.4 <
astroid==3.1.0 | astroid==3.2.2
astropy==6.0.1 | astropy==6.1.0
astropy-iers-data==0.2024.4.15.2.45.49 | astropy-iers-data==0.2024.5.27.0.30.8
blinker==1.7.0 | blinker==1.8.2
botocore==1.34.69 | botocore==1.34.106
branca==0.7.1 | branca==0.7.2
catboost==1.2.3 | catboost==1.2.5
conda==24.3.0 | conda==24.5.0
daal==2024.3.0 | daal==2024.4.0
daal4py==2024.3.0 | daal4py==2024.4.0
dask==2024.4.1 | dask==2024.5.1
dask-expr==1.0.11 | dask-expr==1.1.1
dataclasses-json==0.6.4 | dataclasses-json==0.6.6
datasets==2.18.0 | datasets==2.19.1
datashader==0.16.0 | datashader==0.16.1
docutils==0.21.1 | docutils==0.21.2
earthengine-api==0.1.399 | earthengine-api==0.1.404
emoji==2.11.0 | emoji==2.12.1
fastai==2.7.14 | fastai==2.7.15
fastcore==1.5.29 | fastcore==1.5.41
featuretools==1.30.0 | featuretools==1.31.0
flax==0.8.2 | flax==0.8.4
frozendict==2.4.2 | frozendict==2.4.4
fsspec==2024.2.0 | fsspec==2024.3.1
gcsfs==2024.2.0 | gcsfs==2024.3.1
geopandas==0.14.3 | geopandas==0.14.4
google-ai-generativelanguage==0.6.2 | google-ai-generativelanguage==0.6.4
google-api-python-client==2.126.0 | google-api-python-client==2.131.0
google-generativeai==0.5.1 | google-generativeai==0.5.4
h2o==3.46.0.1 | h2o==3.46.0.2
huggingface-hub==0.22.2 | huggingface-hub==0.23.2
igraph==0.11.4 | igraph==0.11.5
imbalanced-learn==0.12.2 | imbalanced-learn==0.12.3
ipyleaflet==0.18.2 | ipyleaflet==0.19.1
ipyvue==1.11.0 | ipyvue==1.11.1
jax==0.4.26 | jax==0.4.28
jaxlib==0.4.26 | jaxlib==0.4.28
joblib==1.4.0 | joblib==1.4.2
> jupyter-leaflet==0.19.1
jupyterlab==4.1.6 | jupyterlab==4.2.1
jupyterlab_server==2.25.2 | jupyterlab_server==2.27.2
kaggle==1.6.12 | kaggle==1.6.14
kaggle-environments==1.14.3 | kaggle-environments==1.14.9
kagglehub==0.2.3 | kagglehub==0.2.5
keras==3.2.1 | keras==3.3.3
keras-cv==0.8.2 | keras-cv==0.9.0
keras-nlp==0.9.3 | keras-nlp==0.12.1
langcodes==3.3.0 | langcodes==3.4.0
> language_data==1.2.0
librosa==0.10.1 | librosa==0.10.2.post1
line-profiler==4.1.2 | line_profiler==4.1.3
lxml==5.2.1 | lxml==5.2.2
Mako==1.3.3 | Mako==1.3.5
> marisa-trie==1.1.1
marshmallow==3.21.1 | marshmallow==3.21.2
mizani==0.11.1 | mizani==0.11.4
mne==1.6.1 | mne==1.7.0
onnx==1.16.0 | onnx==1.16.1
orbax-checkpoint==0.5.9 | orbax-checkpoint==0.5.14
osmnx==1.9.2 | osmnx==1.9.3
panel==1.4.1 | panel==1.4.3
partd==1.4.1 | partd==1.4.2
platformdirs==4.2.0 | platformdirs==4.2.2
plotnine==0.13.4 | plotnine==0.13.6
pluggy==1.4.0 | pluggy==1.5.0
polars==0.20.21 | polars==0.20.30
pyaml==23.12.0 | pyaml==24.4.0
pyarrow==15.0.2 | pyarrow==16.1.0
pylint==3.1.0 | pylint==3.2.2
pytest==8.1.1 | pytest==8.2.1
pytorch-lightning==2.2.2 | pytorch-lightning==2.2.5
qtconsole==5.5.1 | qtconsole==5.5.2
rich-click==1.7.4 | rich-click==1.8.2
s3fs==2024.2.0 | s3fs==2024.3.1
scikit-learn-intelex==2024.3.0 | scikit-learn-intelex==2024.4.0
scikit-surprise==1.1.3 | scikit-surprise==1.1.4
sentry-sdk==1.45.0 | sentry-sdk==2.3.1
setuptools-scm==8.0.4 | setuptools-scm==8.1.0
tensorstore==0.1.56 | tensorstore==0.1.59
timm==0.9.16 | timm==1.0.3
tokenizers==0.15.2 | tokenizers==0.19.1
tomlkit==0.12.4 | tomlkit==0.12.5
torchmetrics==1.3.2 | torchmetrics==1.4.0.post0
tqdm==4.66.1 | tqdm==4.66.4
transformers==4.39.3 | transformers==4.41.1
ujson==5.9.0 | ujson==5.10.0
urwid==2.6.10 | urwid==2.6.12
wandb==0.16.6 | wandb==0.17.0
wavio==0.0.8 | wavio==0.0.9
Werkzeug==3.0.2 | Werkzeug==3.0.3
woodwork==0.30.0 | woodwork==0.31.0
xarray==2024.3.0 | xarray==2024.5.0
zstandard==0.22.0 | zstandard==0.19.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libglib2.0-0:amd64==2.64.6-1~ubuntu20.04.6 | libglib2.0-0:amd64==2.64.6-1~ubuntu20.04.7
libglib2.0-bin==2.64.6-1~ubuntu20.04.6 | libglib2.0-bin==2.64.6-1~ubuntu20.04.7
== Comparing printenv | sort ==
BUILD_DATE=20240417-200938 | BUILD_DATE=20240529-122508
GIT_COMMIT=13696526c8d64126bbd1297e45ef18a667cf23a0 | GIT_COMMIT=44fa98f1d558abefe47164bcaaedf8bd09586239
HOSTNAME=dcc40516faae | HOSTNAME=3cd1a29980de