Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
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
v148 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v148
== Comparing pip list --format=freeze ==
absl-py==1.4.0 | absl-py==2.1.0
accelerate==0.28.0 | accelerate==0.30.1
albumentations==1.4.3 | albucore==0.0.5
anyio==4.3.0 | albumentations==1.4.8
> annotated-types==0.7.0
> ansicolors==1.1.8
> anyio==4.4.0
astroid==3.1.0 | astroid==3.2.2
Babel==2.14.0 | Babel==2.15.0
diffusers==0.27.2 | diffusers==0.28.0
einops==0.7.0 | einops==0.8.0
exceptiongroup==1.2.0 | exceptiongroup==1.2.1
fastparquet==2024.2.0 | fastparquet==2024.5.0
filelock==3.13.3 | filelock==3.14.0
flax==0.8.2 | flax==0.8.4
fonttools==4.50.0 | fonttools==4.52.4
fsspec==2024.3.1 | fsspec==2024.5.0
google-auth-oauthlib==1.2.0 <
grpcio==1.62.1 | grpcio==1.64.0
h5py==3.10.0 | h5py==3.11.0
huggingface-hub==0.22.2 | huggingface-hub==0.23.2
idna==3.6 | idna==3.7
imageio==2.34.0 | imageio==2.34.1
ipython==8.23.0 | ipython==8.24.0
Jinja2==3.1.3 | Jinja2==3.1.4
joblib==1.3.2 | joblib==1.4.2
json5==0.9.24 | json5==0.9.25
jsonschema==4.21.1 | jsonschema==4.22.0
jupyter_server==2.13.0 | jupyter_server==2.14.0
jupyter_server_fileid==0.9.1 | jupyter_server_fileid==0.9.2
jupyterlab_server==2.25.4 | jupyterlab_server==2.27.2
kagglehub==0.2.2 | kagglehub==0.2.5
keras==3.1.1 | keras==3.3.3
keras-cv==0.8.2 | keras-core==0.1.7
keras-nlp==0.8.2 | keras-cv==0.9.0
> keras-nlp==0.12.1
lazy_loader==0.3 | lazy_loader==0.4
librosa==0.10.1 | librosa==0.10.2.post1
matplotlib==3.8.3 | matplotlib==3.9.0
matplotlib-inline==0.1.6 | matplotlib-inline==0.1.7
ml-dtypes==0.2.0 | ml-dtypes==0.3.2
nbclassic==1.0.0 | namex==0.0.8
> nbclassic==1.1.0
nbconvert==7.16.3 | nbconvert==7.16.4
nbformat==5.10.3 | nbformat==5.10.4
networkx==3.2.1 | networkx==3.3
notebook==6.5.6 | notebook==6.5.7
nvidia-nccl-cu12==2.19.3 | nvidia-nccl-cu12==2.20.5
nvidia-nvjitlink-cu12==12.4.99 | nvidia-nvjitlink-cu12==12.5.40
oauthlib==3.2.2 <
orbax-checkpoint==0.4.4 | optree==0.11.0
> orbax-checkpoint==0.5.14
pandas==2.2.1 | pandas==2.2.2
papermill==2.5.0 | papermill==2.6.0
parso==0.8.3 | parso==0.8.4
platformdirs==4.2.0 | platformdirs==4.2.2
pluggy==1.4.0 | pluggy==1.5.0
prompt-toolkit==3.0.43 | prompt_toolkit==3.0.45
pyarrow==15.0.2 | pyarrow==16.1.0
> pydantic==2.7.2
> pydantic_core==2.18.3
Pygments==2.17.2 | Pygments==2.18.0
pylint==3.1.0 | pylint==3.2.2
pyzmq==24.0.1 | pyzmq==26.0.3
referencing==0.34.0 | referencing==0.35.1
regex==2023.12.25 | regex==2024.5.15
requests==2.31.0 | requests==2.32.2
requests-oauthlib==2.0.0 <
rpds-py==0.18.0 | rpds-py==0.18.1
safetensors==0.4.2 | safetensors==0.4.3
scikit-image==0.22.0 | scikit-image==0.23.2
scikit-learn==1.4.1.post1 | scikit-learn==1.5.0
scipy==1.13.0 | scipy==1.13.1
Send2Trash==1.8.2 | Send2Trash==1.8.3
tenacity==8.2.3 | tenacity==8.3.0
tensorboard==2.15.2 | tensorboard==2.16.2
tensorflow==2.15.0 | tensorflow==2.16.1
tensorflow-estimator==2.15.0 <
tensorflow-io==0.36.0 | tensorflow-io==0.37.0
tensorflow-io-gcs-filesystem==0.36.0 | tensorflow-io-gcs-filesystem==0.37.0
tensorflow-metadata==1.14.0 | tensorflow-metadata==1.15.0
tensorflow-text==2.15.0 | tensorflow-text==2.16.1
tensorstore==0.1.45 | tensorstore==0.1.59
tf_keras==2.15.1 | tf_keras==2.16.0
threadpoolctl==3.4.0 | threadpoolctl==3.5.0
tifffile==2024.2.12 | tifffile==2024.5.22
timm==0.9.16 | timm==1.0.3
tinycss2==1.2.1 | tinycss2==1.3.0
tokenizers==0.15.2 | tokenizers==0.19.1
tomlkit==0.12.4 | tomlkit==0.12.5
torch==2.2.1 | torch==2.3.0
torch-xla==2.2.0+libtpu | torch-xla==2.3.0+libtpu
torchaudio==2.2.1 | torchaudio==2.3.0
torchdata==0.7.1 | torchtext==0.18.0
torchtext==0.17.1 | torchvision==0.18.0
torchvision==0.17.1 <
tqdm==4.66.2 | tqdm==4.66.4
traitlets==5.14.2 | traitlets==5.14.3
transformers==4.39.3 | transformers==4.41.1
triton==2.2.0 | triton==2.3.0
typing_extensions==4.10.0 | typing_extensions==4.12.0
ujson==5.9.0 | ujson==5.10.0
websocket-client==1.7.0 | websocket-client==1.8.0
Werkzeug==3.0.2 | Werkzeug==3.0.3
wrapt==1.14.1 | wrapt==1.16.0
zipp==3.18.1 | zipp==3.19.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
bsdutils==1:2.38.1-5+b1 | bsdutils==1:2.38.1-5+deb12u1
libblkid-dev:amd64==2.38.1-5+b1 | libblkid-dev:amd64==2.38.1-5+deb12u1
libblkid1:amd64==2.38.1-5+b1 | libblkid1:amd64==2.38.1-5+deb12u1
libc-bin==2.36-9+deb12u4 | libc-bin==2.36-9+deb12u7
libc-dev-bin==2.36-9+deb12u4 | libc-dev-bin==2.36-9+deb12u7
libc6:amd64==2.36-9+deb12u4 | libc6:amd64==2.36-9+deb12u7
libc6-dev:amd64==2.36-9+deb12u4 | libc6-dev:amd64==2.36-9+deb12u7
libdav1d6:amd64==1.0.0-2 | libdav1d6:amd64==1.0.0-2+deb12u1
libglib2.0-0:amd64==2.74.6-2 | libglib2.0-0:amd64==2.74.6-2+deb12u2
libglib2.0-bin==2.74.6-2 | libglib2.0-bin==2.74.6-2+deb12u2
libglib2.0-data==2.74.6-2 | libglib2.0-data==2.74.6-2+deb12u2
libglib2.0-dev:amd64==2.74.6-2 | libglib2.0-dev:amd64==2.74.6-2+deb12u2
libglib2.0-dev-bin==2.74.6-2 | libglib2.0-dev-bin==2.74.6-2+deb12u2
libmount-dev:amd64==2.38.1-5+b1 | libmount-dev:amd64==2.38.1-5+deb12u1
libmount1:amd64==2.38.1-5+b1 | libmount1:amd64==2.38.1-5+deb12u1
libsmartcols1:amd64==2.38.1-5+b1 | libsmartcols1:amd64==2.38.1-5+deb12u1
libuuid1:amd64==2.38.1-5+b1 | libuuid1:amd64==2.38.1-5+deb12u1
linux-libc-dev:amd64==6.1.76-1 | linux-libc-dev:amd64==6.1.90-1
mount==2.38.1-5+b1 | mount==2.38.1-5+deb12u1
util-linux==2.38.1-5+b1 | util-linux==2.38.1-5+deb12u1
util-linux-extra==2.38.1-5+b1 | util-linux-extra==2.38.1-5+deb12u1
uuid-dev:amd64==2.38.1-5+b1 | uuid-dev:amd64==2.38.1-5+deb12u1
== Comparing printenv | sort ==
BUILD_DATE=20240403-162556 | BUILD_DATE=20240529-122509
GIT_COMMIT=ee8b8faba714c1fcfcf3b01390b3a8a85201a024 | GIT_COMMIT=44fa98f1d558abefe47164bcaaedf8bd09586239
HOSTNAME=012629304b22 | HOSTNAME=640dd7e72b90
v148 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v148
== Comparing pip list --format=freeze ==
accelerate==0.29.3 | accelerate==0.30.1
aiobotocore==2.12.3 | aiobotocore==2.13.0
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
Brotli==1.0.9 | Brotli==1.1.0
catboost==1.2.3 | catboost==1.2.5
conda==23.7.4 | conda==24.5.0
conda-libmamba-solver==23.7.0 | conda-libmamba-solver==23.12.0
cuda-python==12.4.0 | cuda-python==12.5.0
cudf==23.8.0 | cudf==24.4.1
cuml==23.8.0 | cuml==24.4.0
cupy==13.0.0 | cupy==13.1.0
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-cuda==23.8.0 | dask-cuda==24.4.0
dask-cudf==23.8.0 | dask-cudf==24.4.1
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
distributed==2023.7.1 | distributed==2024.1.1
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
grpcio==1.51.1 | grpcio==1.59.3
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==0.4.23 | jax==0.4.26
jaxlib==0.4.23.dev20240116 | jaxlib==0.4.26.dev20240504
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
libmambapy==1.5.0 | libmambapy==1.5.8
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
mamba==1.5.0 | mamba==1.5.8
> marisa-trie==1.1.0
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
pandas==2.1.4 | pandas==2.2.1
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==14.0.2
pylibraft==23.8.0 | pylibraft==24.4.0
pylint==3.1.0 | pylint==3.2.2
> pynvjitlink==0.2.3
pytest==8.1.1 | pytest==8.2.1
pytools==2024.1.1 | pytools==2024.1.3
pytorch-lightning==2.2.2 | pytorch-lightning==2.2.5
qtconsole==5.5.1 | qtconsole==5.5.2
raft-dask==23.8.0 | raft-dask==24.4.0
> rapids-dask-dependency==24.4.1a0
rich-click==1.7.4 | rich-click==1.8.2
rmm==23.8.0 | rmm==24.4.0
ruamel.yaml==0.17.40 | ruamel.yaml==0.18.5
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
thinc==8.2.2 | thinc==8.2.3
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
treelite==3.2.0 | treelite==4.1.2
treelite-runtime==3.2.0 <
ucx-py==0.33.0 | ucx-py==0.37.0
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=20240417-201022 | BUILD_DATE=20240529-122515
GIT_COMMIT=13696526c8d64126bbd1297e45ef18a667cf23a0 | GIT_COMMIT=44fa98f1d558abefe47164bcaaedf8bd09586239
HOSTNAME=05a9dfe9975f | HOSTNAME=4e4284f6692c
v147 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v147
== Comparing pip list --format=freeze ==
accelerate==0.28.0 | accelerate==0.29.3
aiobotocore==2.12.2 | aiobotocore==2.12.3
arviz==0.17.1 | arviz==0.18.0
astropy-iers-data==0.2024.4.1.0.33.14 | astropy-iers-data==0.2024.4.15.2.45.49
blosc2==2.6.0 | blosc2==2.6.2
bokeh==3.3.4 | bokeh==3.4.1
botocore==1.34.51 | botocore==1.34.69
Cartopy==0.22.0 | Cartopy==0.23.0
daal==2024.2.0 | daal==2024.3.0
daal4py==2024.2.0 | daal4py==2024.3.0
dask==2024.4.0 | dask==2024.4.1
dask-expr==1.0.9 | dask-expr==1.0.11
deepdiff==6.7.1 | deepdiff==7.0.1
docutils==0.20.1 | docutils==0.21.1
earthengine-api==0.1.395 | earthengine-api==0.1.399
Flask==3.0.2 | Flask==3.0.3
frozendict==2.4.1 | frozendict==2.4.2
geoviews==1.11.1 | geoviews==1.12.0
google-ai-generativelanguage==0.4.0 | google-ai-generativelanguage==0.6.2
google-api-python-client==2.125.0 | google-api-python-client==2.126.0
google-generativeai==0.4.1 | google-generativeai==0.5.1
ipyvue==1.10.2 | ipyvue==1.11.0
ipyvuetify==1.9.3 | ipyvuetify==1.9.4
itsdangerous==2.1.2 | itsdangerous==2.2.0
joblib==1.3.2 | joblib==1.4.0
jupyter_server==2.13.0 | jupyter_server==2.12.5
jupyterlab==4.1.5 | jupyterlab==4.1.6
kaggle==1.6.8 | kaggle==1.6.12
kagglehub==0.2.2 | kagglehub==0.2.3
keras==3.1.1 | keras==3.2.1
keras-nlp==0.8.2 | keras-nlp==0.9.3
Mako==1.3.2 | Mako==1.3.3
namex==0.0.7 | namex==0.0.8
nilearn==0.10.3 | nilearn==0.10.4
orbax-checkpoint==0.5.7 | orbax-checkpoint==0.5.9
panel==1.3.8 | panel==1.4.1
path==16.10.0 | path==16.14.0
polars==0.20.18 | polars==0.20.21
pyerfa==2.0.1.1 | pyerfa==2.0.1.4
pypdf==4.1.0 | pypdf==4.2.0
pytorch-lightning==2.2.1 | pytorch-lightning==2.2.2
rasterio==1.3.9 | rasterio==1.3.10
safetensors==0.4.2 | safetensors==0.4.3
scikit-learn-intelex==2024.2.0 | scikit-learn-intelex==2024.3.0
sentry-sdk==1.44.1 | sentry-sdk==1.45.0
spacy==3.7.2 | spacy==3.7.3
umap-learn==0.5.5 | umap-learn==0.5.6
wandb==0.16.5 | wandb==0.16.6
woodwork==0.29.0 | woodwork==0.30.0
xyzservices==2023.10.1 | xyzservices==2024.4.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libnspr4:amd64==2:4.25-1 | libnspr4:amd64==2:4.35-0ubuntu0.20.04.1
libnss3:amd64==2:3.49.1-1ubuntu1.9 | libnss3:amd64==2:3.98-0ubuntu0.20.04.2
xserver-common==2:1.20.13-1ubuntu1~20.04.15 | xserver-common==2:1.20.13-1ubuntu1~20.04.17
xvfb==2:1.20.13-1ubuntu1~20.04.15 | xvfb==2:1.20.13-1ubuntu1~20.04.17
== Comparing printenv | sort ==
BUILD_DATE=20240403-162603 | BUILD_DATE=20240417-201022
GIT_COMMIT=ee8b8faba714c1fcfcf3b01390b3a8a85201a024 | GIT_COMMIT=13696526c8d64126bbd1297e45ef18a667cf23a0
HOSTNAME=c3e14830e0be | HOSTNAME=084ce42f5fcb
v147 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v147
== Comparing pip list --format=freeze ==
accelerate==0.28.0 | accelerate==0.29.3
aiobotocore==2.12.2 | aiobotocore==2.12.3
arviz==0.17.1 | arviz==0.18.0
astropy-iers-data==0.2024.4.1.0.33.14 | astropy-iers-data==0.2024.4.15.2.45.49
blosc2==2.6.0 | blosc2==2.6.2
bokeh==3.3.4 | bokeh==3.4.1
botocore==1.34.51 | botocore==1.34.69
Cartopy==0.22.0 | Cartopy==0.23.0
daal==2024.2.0 | daal==2024.3.0
daal4py==2024.2.0 | daal4py==2024.3.0
dask==2024.4.0 | dask==2024.4.1
dask-expr==1.0.9 | dask-expr==1.0.11
deepdiff==6.7.1 | deepdiff==7.0.1
docutils==0.20.1 | docutils==0.21.1
earthengine-api==0.1.395 | earthengine-api==0.1.399
Flask==3.0.2 | Flask==3.0.3
frozendict==2.4.1 | frozendict==2.4.2
geoviews==1.11.1 | geoviews==1.12.0
google-ai-generativelanguage==0.4.0 | google-ai-generativelanguage==0.6.2
google-api-python-client==2.125.0 | google-api-python-client==2.126.0
google-generativeai==0.4.1 | google-generativeai==0.5.1
ipyvue==1.10.2 | ipyvue==1.11.0
ipyvuetify==1.9.3 | ipyvuetify==1.9.4
itsdangerous==2.1.2 | itsdangerous==2.2.0
jax==0.4.25 | jax==0.4.26
jaxlib==0.4.25 | jaxlib==0.4.26
joblib==1.3.2 | joblib==1.4.0
jupyter_server==2.13.0 | jupyter_server==2.12.5
jupyterlab==4.1.5 | jupyterlab==4.1.6
kaggle==1.6.8 | kaggle==1.6.12
kagglehub==0.2.2 | kagglehub==0.2.3
keras==3.1.1 | keras==3.2.1
keras-nlp==0.8.2 | keras-nlp==0.9.3
Mako==1.3.2 | Mako==1.3.3
namex==0.0.7 | namex==0.0.8
nilearn==0.10.3 | nilearn==0.10.4
orbax-checkpoint==0.5.7 | orbax-checkpoint==0.5.9
pandas==2.2.1 | pandas==2.2.2
panel==1.3.8 | panel==1.4.1
path==16.10.0 | path==16.14.0
polars==0.20.18 | polars==0.20.21
pyerfa==2.0.1.1 | pyerfa==2.0.1.4
pypdf==4.1.0 | pypdf==4.2.0
pytorch-lightning==2.2.1 | pytorch-lightning==2.2.2
rasterio==1.3.9 | rasterio==1.3.10
safetensors==0.4.2 | safetensors==0.4.3
scikit-learn-intelex==2024.2.0 | scikit-learn-intelex==2024.3.0
sentry-sdk==1.44.1 | sentry-sdk==1.45.0
umap-learn==0.5.5 | umap-learn==0.5.6
wandb==0.16.5 | wandb==0.16.6
woodwork==0.29.0 | woodwork==0.30.0
xyzservices==2023.10.1 | xyzservices==2024.4.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libnspr4:amd64==2:4.25-1 | libnspr4:amd64==2:4.35-0ubuntu0.20.04.1
libnss3:amd64==2:3.49.1-1ubuntu1.9 | libnss3:amd64==2:3.98-0ubuntu0.20.04.2
xserver-common==2:1.20.13-1ubuntu1~20.04.15 | xserver-common==2:1.20.13-1ubuntu1~20.04.17
xvfb==2:1.20.13-1ubuntu1~20.04.15 | xvfb==2:1.20.13-1ubuntu1~20.04.17
== Comparing printenv | sort ==
BUILD_DATE=20240403-162556 | BUILD_DATE=20240417-200938
GIT_COMMIT=ee8b8faba714c1fcfcf3b01390b3a8a85201a024 | GIT_COMMIT=13696526c8d64126bbd1297e45ef18a667cf23a0
HOSTNAME=9bd0a8d25d1f | HOSTNAME=7a6df6150dfb
v146 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v146
== Comparing pip list --format=freeze ==
aiobotocore==2.12.1 | aiobotocore==2.12.2
altair==5.2.0 | altair==5.3.0
archspec==0.2.2 | archspec==0.2.3
astroid==3.0.3 | astroid==3.1.0
astropy==6.0.0 | astropy==6.0.1
astropy-iers-data==0.2024.3.18.0.29.47 | astropy-iers-data==0.2024.4.1.0.33.14
bidict==0.23.1 <
blosc2==2.5.1 | blosc2==2.6.0
chex==0.1.85 | chex==0.1.86
cmdstanpy==1.2.1 | cmdstanpy==1.2.2
cmudict==1.0.21 <
contextily==1.5.2 | contextily==1.6.0
daal==2024.1.0 | daal==2024.2.0
daal4py==2024.1.0 | daal4py==2024.2.0
dask==2024.3.1 | dask==2024.4.0
dask-expr==1.0.4 | dask-expr==1.0.9
datasets==2.1.0 | datasets==2.18.0
earthengine-api==0.1.394 | earthengine-api==0.1.395
emoji==2.10.1 | emoji==2.11.0
frozendict==2.4.0 | frozendict==2.4.1
fsspec==2024.3.0 | fsspec==2024.2.0
gcsfs==2023.12.2.post1 | gcsfs==2024.2.0
google-api-python-client==2.122.0 | google-api-python-client==2.125.0
google-auth-httplib2==0.1.1 | google-auth-httplib2==0.2.0
graphviz==0.20.2 | graphviz==0.20.3
httpcore==1.0.4 | httpcore==1.0.5
huggingface-hub==0.21.4 | huggingface-hub==0.22.2
husl==4.0.3 <
imbalanced-learn==0.12.0 | imbalanced-learn==0.12.2
ipyvuetify==1.9.2 | ipyvuetify==1.9.3
kaggle==1.6.6 | kaggle==1.6.8
kagglehub==0.2.0 | kagglehub==0.2.2
keras==3.0.5 | keras==3.1.1
kornia_rs==0.1.2 | kornia_rs==0.1.3
Levenshtein==0.25.0 <
lightning-utilities==0.10.1 | lightning-utilities==0.11.2
lxml==5.1.0 | lxml==5.2.1
markovify==0.9.4 <
mizani==0.11.0 | mizani==0.11.1
mmh3==4.1.0 <
mock==5.1.0 <
msgpack-numpy==0.4.8 <
numexpr==2.9.0 | numexpr==2.10.0
onnx==1.15.0 | onnx==1.16.0
optax==0.2.1 | optax==0.2.2
optuna==3.6.0 | optree==0.11.0
orbax-checkpoint==0.5.6 | optuna==3.6.1
> orbax-checkpoint==0.5.7
osmnx==1.9.1 | osmnx==1.9.2
param==2.0.2 | param==2.1.0
plotnine==0.13.2 | plotnine==0.13.4
polars==0.20.15 | polars==0.20.18
pronouncing==0.2.0 <
pyarrow==11.0.0 | pyarrow==15.0.2
> pyarrow-hotfix==0.6
PyAstronomy==0.21.0 | pybind11==2.12.0
pybind11==2.11.1 <
pykalman==0.9.5 | pykalman==0.9.7
pylint==3.0.4 | pylint==3.1.0
pynndescent==0.5.11 | pynndescent==0.5.12
pyocr==0.8.5 <
python-Levenshtein==0.25.0 <
python-lsp-server==1.10.1 | python-lsp-server==1.11.0
pytools==2023.1.1 | pytools==2024.1.1
pytorch-ignite==0.4.13 | pytorch-ignite==0.5.0.post2
pyviz_comms==3.0.1 | pyviz_comms==3.0.2
quantities==0.15.0 <
rapidfuzz==3.6.2 <
responses==0.18.0 <
rope==1.12.0 | rope==1.13.0
s3fs==2024.3.0 | s3fs==2024.2.0
scikit-learn-intelex==2024.1.0 | scikit-learn-intelex==2024.2.0
sentry-sdk==1.42.0 | sentry-sdk==1.44.1
stanio==0.3.0 | stanio==0.5.0
tbb==2021.11.0 | tbb==2021.12.0
tensorpack==0.11 <
transformers==4.38.2 | transformers==4.39.3
trueskill==0.4.5 <
Unidecode==1.3.8 <
urwid==2.6.9 | urwid==2.6.10
wandb==0.16.4 | wandb==0.16.5
Werkzeug==3.0.1 | Werkzeug==3.0.2
xarray==2024.2.0 | xarray==2024.3.0
== 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=20240318-171459 | BUILD_DATE=20240403-162603
GIT_COMMIT=bacb6e67ee517a35899e366f26a789c6f3f6b389 | GIT_COMMIT=ee8b8faba714c1fcfcf3b01390b3a8a85201a024
HOSTNAME=cb858ffb8395 | HOSTNAME=0459dfde88fa
v146 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v146
== Comparing pip list --format=freeze ==
albumentations==1.4.1 | albumentations==1.4.3
array-record==0.5.0 | array_record==0.5.1
astroid==3.0.3 | astroid==3.1.0
chex==0.1.85 | chex==0.1.86
contourpy==1.2.0 | contourpy==1.2.1
cramjam==2.8.2 | cramjam==2.8.3
diffusers==0.27.0 | diffusers==0.27.2
filelock==3.13.1 | filelock==3.13.3
flatbuffers==24.3.7 | flatbuffers==24.3.25
fsspec==2024.3.0 | fsspec==2024.3.1
google-auth==2.28.2 | google-auth==2.29.0
huggingface-hub==0.21.4 | huggingface-hub==0.22.2
importlib_metadata==7.0.2 | importlib_metadata==7.1.0
importlib_resources==6.3.1 | importlib_resources==6.4.0
ipykernel==6.29.3 | ipykernel==6.29.4
ipython==8.22.2 | ipython==8.23.0
jupyter-events==0.9.1 | jupyter-events==0.10.0
kagglehub==0.2.0 | kagglehub==0.2.2
keras==3.0.5 | keras==3.1.1
nbconvert==7.16.2 | nbconvert==7.16.3
numba==0.59.0 | numba==0.59.1
optax==0.2.1 | optax==0.2.2
pillow==10.2.0 | pillow==10.3.0
pyasn1==0.5.1 | pyasn1==0.6.0
pyasn1-modules==0.3.0 | pyasn1_modules==0.4.0
pycparser==2.21 | pycparser==2.22
pylint==3.0.4 | pylint==3.1.0
python-lsp-server==1.10.1 | python-lsp-server==1.11.0
requests-oauthlib==1.4.0 | requests-oauthlib==2.0.0
rope==1.12.0 | rope==1.13.0
scipy==1.12.0 | scipy==1.13.0
threadpoolctl==3.3.0 | threadpoolctl==3.4.0
transformers==4.38.2 | transformers==4.39.3
Werkzeug==3.0.1 | Werkzeug==3.0.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
> alsa-topology-conf==1.2.5.1-2
> alsa-ucm-conf==1.2.8-1
> dbus==1.14.10-1~deb12u1
> dbus-bin==1.14.10-1~deb12u1
> dbus-daemon==1.14.10-1~deb12u1
> dbus-session-bus-common==1.14.10-1~deb12u1
> dbus-system-bus-common==1.14.10-1~deb12u1
> ffmpeg==7:5.1.4-0+deb12u1
> i965-va-driver:amd64==2.4.1+dfsg1-1
> intel-media-va-driver:amd64==23.1.1+dfsg1-1
> libaacs0:amd64==0.11.1-2
> libapparmor1:amd64==3.0.8-3
> libasound2:amd64==1.2.8-1+b1
> libasound2-data==1.2.8-1
> libass9:amd64==1:0.17.1-1
> libasyncns0:amd64==0.8-6+b3
> libavc1394-0:amd64==0.5.4-5
> libavcodec59:amd64==7:5.1.4-0+deb12u1
> libavdevice59:amd64==7:5.1.4-0+deb12u1
> libavfilter8:amd64==7:5.1.4-0+deb12u1
> libavformat59:amd64==7:5.1.4-0+deb12u1
> libavutil57:amd64==7:5.1.4-0+deb12u1
> libbdplus0:amd64==0.2.0-3
> libblas3:amd64==3.11.0-2
> libbluray2:amd64==1:1.3.4-1
> libbs2b0:amd64==3.1.0+dfsg-7
> libcaca0:amd64==0.99.beta20-3
> libcdio-cdda2:amd64==10.2+2.0.1-1
> libcdio-paranoia2:amd64==10.2+2.0.1-1
> libcdio19:amd64==2.1.0-4
> libchromaprint1:amd64==1.5.1-2+b1
> libcjson1:amd64==1.7.15-1
> libcodec2-1.0:amd64==1.0.5-1
> libdbus-1-3:amd64==1.14.10-1~deb12u1
> libdc1394-25:amd64==2.2.6-4
> libdecor-0-0:amd64==0.1.1-2
> libdecor-0-plugin-1-cairo:amd64==0.1.1-2
> libdrm-amdgpu1:amd64==2.4.114-1+b1
> libdrm-common==2.4.114-1
> libdrm-intel1:amd64==2.4.114-1+b1
> libdrm-nouveau2:amd64==2.4.114-1+b1
> libdrm-radeon1:amd64==2.4.114-1+b1
> libdrm2:amd64==2.4.114-1+b1
> libepoxy0:amd64==1.5.10-1
> libflac12:amd64==1.4.2+ds-2
> libflite1:amd64==2.2-5
> libgbm1:amd64==22.3.6-1+deb12u1
> libgfortran5:amd64==12.2.0-14
> libgl1:amd64==1.6.0-1
> libgl1-mesa-dri:amd64==22.3.6-1+deb12u1
> libglapi-mesa:amd64==22.3.6-1+deb12u1
> libglvnd0:amd64==1.6.0-1
> libglx-mesa0:amd64==22.3.6-1+deb12u1
> libglx0:amd64==1.6.0-1
> libgme0:amd64==0.6.3-6
> libgsm1:amd64==1.0.22-1
> libhwy1:amd64==1.0.3-3+deb12u1
> libiec61883-0:amd64==1.2.0-6+b1
> libigdgmm12:amd64==22.3.3+ds1-1
> libjack-jackd2-0:amd64==1.9.21~dfsg-3
> libjxl0.7:amd64==0.7.0-10
> liblapack3:amd64==3.11.0-2
> liblilv-0-0:amd64==0.24.14-1
> libllvm15:amd64==1:15.0.6-4+b1
> libmbedcrypto7:amd64==2.28.3-1
> libmfx1:amd64==22.5.4-1
> libmp3lame0:amd64==3.100-6
> libmpg123-0:amd64==1.31.2-1
> libmysofa1:amd64==1.3.1~dfsg0-1
> libnorm1:amd64==1.5.9+dfsg-2
> libogg0:amd64==1.3.5-3
> libopenal-data==1:1.19.1-2
> libopenal1:amd64==1:1.19.1-2
> libopenmpt0:amd64==0.6.9-1
> libopus0:amd64==1.3.1-3
> libpciaccess0:amd64==0.17-2
> libpgm-5.3-0:amd64==5.3.128~dfsg-2
> libplacebo208:amd64==4.208.0-3
> libpocketsphinx3:amd64==0.8+5prealpha+1-15
> libpostproc56:amd64==7:5.1.4-0+deb12u1
> libpulse0:amd64==16.1+dfsg1-2+b1
> librabbitmq4:amd64==0.11.0-1+b1
> librav1e0:amd64==0.5.1-6
> libraw1394-11:amd64==2.1.2-2
> librist4:amd64==0.2.7+dfsg-1
> librubberband2:amd64==3.1.2+dfsg0-1
> libsamplerate0:amd64==0.2.2-3
> libsdl2-2.0-0:amd64==2.26.5+dfsg-1
> libsensors-config==1:3.6.0-7.1
> libsensors5:amd64==1:3.6.0-7.1
> libserd-0-0:amd64==0.30.16-1
> libshine3:amd64==3.1.1-2
> libslang2:amd64==2.3.3-3
> libsnappy1v5:amd64==1.1.9-3
> libsndfile1:amd64==1.2.0-1
> libsndio7.0:amd64==1.9.0-0.3+b2
> libsodium23:amd64==1.0.18-1
> libsord-0-0:amd64==0.16.14+git221008-1
> libsoxr0:amd64==0.1.3-4
> libspeex1:amd64==1.2.1-2
> libsphinxbase3:amd64==0.8+5prealpha+1-16
> libsratom-0-0:amd64==0.6.14-1
> libsrt1.5-gnutls:amd64==1.5.1-1
> libssh-gcrypt-4:amd64==0.10.6-0+deb12u1
> libsvtav1enc1:amd64==1.4.1+dfsg-1
> libswresample4:amd64==7:5.1.4-0+deb12u1
> libswscale6:amd64==7:5.1.4-0+deb12u1
> libtheora0:amd64==1.1.1+dfsg.1-16.1+b1
> libtwolame0:amd64==0.4.0-2
> libudfread0:amd64==1.1.2-1
> libusb-1.0-0:amd64==2:1.0.26-1
> libva-drm2:amd64==2.17.0-1
> libva-x11-2:amd64==2.17.0-1
> libva2:amd64==2.17.0-1
> libvdpau-va-gl1:amd64==0.4.2-1+b1
> libvdpau1:amd64==1.5-2
> libvidstab1.1:amd64==1.1.0-2+b1
> libvorbis0a:amd64==1.3.7-1
> libvorbisenc2:amd64==1.3.7-1
> libvorbisfile3:amd64==1.3.7-1
> libvpx7:amd64==1.12.0-1+deb12u2
> libvulkan1:amd64==1.3.239.0-1
> libwayland-client0:amd64==1.21.0-1
> libwayland-cursor0:amd64==1.21.0-1
> libwayland-egl1:amd64==1.21.0-1
> libwayland-server0:amd64==1.21.0-1
> libx11-xcb1:amd64==2:1.8.4-2+deb12u2
> libx264-164:amd64==2:0.164.3095+gitbaee400-3
> libxcb-dri2-0:amd64==1.15-1
> libxcb-dri3-0:amd64==1.15-1
> libxcb-glx0:amd64==1.15-1
> libxcb-present0:amd64==1.15-1
> libxcb-randr0:amd64==1.15-1
> libxcb-shape0:amd64==1.15-1
> libxcb-sync1:amd64==1.15-1
> libxcb-xfixes0:amd64==1.15-1
> libxcursor1:amd64==1:1.2.1-1
> libxfixes3:amd64==1:6.0.0-2
> libxi6:amd64==2:1.8-1+b1
> libxkbcommon0:amd64==1.5.0-1
> libxrandr2:amd64==2:1.5.2-2+b1
> libxshmfence1:amd64==1.3-1
> libxv1:amd64==2:1.0.11-1.1
> libxvidcore4:amd64==2:1.3.7-1
> libxxf86vm1:amd64==1:1.1.4-1+b2
> libz3-4:amd64==4.8.12-3.1
> libzimg2:amd64==3.0.4+ds1-1
> libzmq5:amd64==4.3.4-6
> libzvbi-common==0.2.41-1
> libzvbi0:amd64==0.2.41-1
> mesa-va-drivers:amd64==22.3.6-1+deb12u1
> mesa-vdpau-drivers:amd64==22.3.6-1+deb12u1
> mesa-vulkan-drivers:amd64==22.3.6-1+deb12u1
> ocl-icd-libopencl1:amd64==2.3.1-1
> pocketsphinx-en-us==0.8+5prealpha+1-15
> va-driver-all:amd64==2.17.0-1
> vdpau-driver-all:amd64==1.5-2
> xkb-data==2.35.1-1
== Comparing printenv | sort ==
BUILD_DATE=20240318-171452 | BUILD_DATE=20240403-162556
GIT_COMMIT=bacb6e67ee517a35899e366f26a789c6f3f6b389 | GIT_COMMIT=ee8b8faba714c1fcfcf3b01390b3a8a85201a024
HOSTNAME=90b8073a730c | HOSTNAME=51528cca03cb
PYTHON_VERSION=3.10.13 | PYTHON_VERSION=3.10.14
v146 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v146
== Comparing pip list --format=freeze ==
aiobotocore==2.12.1 | aiobotocore==2.12.2
altair==5.2.0 | altair==5.3.0
archspec==0.2.2 | archspec==0.2.3
astroid==3.0.3 | astroid==3.1.0
astropy==6.0.0 | astropy==6.0.1
astropy-iers-data==0.2024.3.18.0.29.47 | astropy-iers-data==0.2024.4.1.0.33.14
bidict==0.23.1 <
blosc2==2.5.1 | blosc2==2.6.0
chex==0.1.85 | chex==0.1.86
cmdstanpy==1.2.1 | cmdstanpy==1.2.2
cmudict==1.0.21 <
conda==24.1.2 | conda==24.3.0
contextily==1.5.2 | contextily==1.6.0
daal==2024.1.0 | daal==2024.2.0
daal4py==2024.1.0 | daal4py==2024.2.0
dask==2024.3.1 | dask==2024.4.0
dask-expr==1.0.4 | dask-expr==1.0.9
datasets==2.1.0 | datasets==2.18.0
earthengine-api==0.1.394 | earthengine-api==0.1.395
emoji==2.10.1 | emoji==2.11.0
frozendict==2.4.0 | frozendict==2.4.1
fsspec==2024.3.0 | fsspec==2024.2.0
gcsfs==2023.12.2.post1 | gcsfs==2024.2.0
google-api-python-client==2.122.0 | google-api-python-client==2.125.0
google-auth-httplib2==0.1.1 | google-auth-httplib2==0.2.0
graphviz==0.20.2 | graphviz==0.20.3
httpcore==1.0.4 | httpcore==1.0.5
huggingface-hub==0.21.4 | huggingface-hub==0.22.2
husl==4.0.3 <
imbalanced-learn==0.12.0 | imbalanced-learn==0.12.2
ipyvuetify==1.9.2 | ipyvuetify==1.9.3
kaggle==1.6.6 | kaggle==1.6.8
kagglehub==0.2.0 | kagglehub==0.2.2
keras==3.0.5 | keras==3.1.1
kornia_rs==0.1.2 | kornia_rs==0.1.3
Levenshtein==0.25.0 <
libmambapy==1.5.7 | libmambapy==1.5.8
lightning-utilities==0.10.1 | lightning-utilities==0.11.2
lxml==5.1.0 | lxml==5.2.1
mamba==1.5.7 | mamba==1.5.8
markovify==0.9.4 <
mizani==0.11.0 | mizani==0.11.1
mmh3==4.1.0 <
mock==5.1.0 <
msgpack-numpy==0.4.8 <
numexpr==2.9.0 | numexpr==2.10.0
onnx==1.15.0 | onnx==1.16.0
optax==0.2.1 | optax==0.2.2
optuna==3.6.0 | optree==0.11.0
orbax-checkpoint==0.5.6 | optuna==3.6.1
> orbax-checkpoint==0.5.7
osmnx==1.9.1 | osmnx==1.9.2
param==2.0.2 | param==2.1.0
plotnine==0.13.2 | plotnine==0.13.4
polars==0.20.15 | polars==0.20.18
pronouncing==0.2.0 <
> pyarrow-hotfix==0.6
PyAstronomy==0.21.0 | pybind11==2.12.0
pybind11==2.11.1 <
pykalman==0.9.5 | pykalman==0.9.7
pylint==3.0.4 | pylint==3.1.0
pynndescent==0.5.11 | pynndescent==0.5.12
pyocr==0.8.5 <
python-Levenshtein==0.25.0 <
python-lsp-server==1.10.1 | python-lsp-server==1.11.0
pytorch-ignite==0.4.13 | pytorch-ignite==0.5.0.post2
pyviz_comms==3.0.1 | pyviz_comms==3.0.2
quantities==0.15.0 <
rapidfuzz==3.6.2 <
responses==0.18.0 <
rope==1.12.0 | rope==1.13.0
s3fs==2024.3.0 | s3fs==2024.2.0
scikit-learn-intelex==2024.1.0 | scikit-learn-intelex==2024.2.0
sentry-sdk==1.42.0 | sentry-sdk==1.44.1
stanio==0.3.0 | stanio==0.5.0
tbb==2021.11.0 | tbb==2021.12.0
tensorpack==0.11 <
transformers==4.38.2 | transformers==4.39.3
trueskill==0.4.5 <
Unidecode==1.3.8 <
urwid==2.6.9 | urwid==2.6.10
wandb==0.16.4 | wandb==0.16.5
Werkzeug==3.0.1 | Werkzeug==3.0.2
xarray==2024.2.0 | xarray==2024.3.0
== 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=20240318-171452 | BUILD_DATE=20240403-162556
GIT_COMMIT=bacb6e67ee517a35899e366f26a789c6f3f6b389 | GIT_COMMIT=ee8b8faba714c1fcfcf3b01390b3a8a85201a024
HOSTNAME=cab2867952be | HOSTNAME=a2507e3840fe
v145 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v145
== Comparing pip list --format=freeze ==
accelerate==0.27.2 | accelerate==0.28.0
> albumentations==1.4.1
cachetools==5.3.2 | cachetools==5.3.3
comm==0.2.1 | comm==0.2.2
> cramjam==2.8.2
diffusers==0.26.3 | diffusers==0.27.0
dm-haiku==0.0.12.dev0 | dm-haiku==0.0.13.dev0
> einops==0.7.0
> fastparquet==2024.2.0
flatbuffers==23.5.26 | flatbuffers==24.3.7
flax==0.8.1 | flax==0.8.2
fonttools==4.49.0 | fonttools==4.50.0
fsspec==2024.2.0 | fsspec==2024.3.0
google-auth==2.28.1 | google-auth==2.28.2
googleapis-common-protos==1.62.0 | googleapis-common-protos==1.63.0
grpcio==1.62.0 | grpcio==1.62.1
huggingface-hub==0.20.3 | huggingface-hub==0.21.4
importlib-metadata==7.0.1 | imageio==2.34.0
importlib-resources==6.1.1 | importlib_metadata==7.0.2
ipykernel==6.29.2 | importlib_resources==6.3.1
ipython==8.22.0 | ipykernel==6.29.3
> ipython==8.22.2
json5==0.9.17 | json5==0.9.24
jupyter_core==5.7.1 | jupyter_core==5.7.2
jupyter-events==0.9.0 | jupyter-events==0.9.1
jupyter_server==2.12.5 | jupyter_server==2.13.0
jupyter_server_terminals==0.5.2 | jupyter_server_terminals==0.5.3
jupyterlab_server==2.25.3 | jupyterlab_server==2.25.4
kagglehub==0.1.9 | kagglehub==0.2.0
keras-nlp==0.8.1 | keras-nlp==0.8.2
libclang==16.0.6 | libclang==18.1.1
Markdown==3.5.2 | Markdown==3.6
msgpack==1.0.7 | msgpack==1.0.8
nbclient==0.9.0 | nbclient==0.10.0
nbconvert==7.16.1 | nbconvert==7.16.2
nbformat==5.9.2 | nbformat==5.10.3
nvidia-nccl-cu12==2.18.1 | nvidia-nccl-cu12==2.19.3
nvidia-nvjitlink-cu12==12.3.101 | nvidia-nvjitlink-cu12==12.4.99
> opencv-python==4.9.0.80
optax==0.1.9 | optax==0.2.1
packaging==23.2 | packaging==24.0
pandas==2.2.0 | pandas==2.2.1
> pyarrow==15.0.2
pylint==3.0.3 | pylint==3.0.4
pyparsing==3.1.1 | pyparsing==3.1.2
python-dateutil==2.8.2 | python-dateutil==2.9.0.post0
python-lsp-server==1.10.0 | python-lsp-server==1.10.1
referencing==0.33.0 | referencing==0.34.0
requests-oauthlib==1.3.1 | requests-oauthlib==1.4.0
rich==13.7.0 | rich==13.7.1
> scikit-image==0.22.0
> seaborn==0.13.2
sniffio==1.3.0 | sniffio==1.3.1
tensorflow-probability==0.23.0 | tensorflow-probability==0.24.0
terminado==0.18.0 | terminado==0.18.1
tf-keras==2.15.0 | tf_keras==2.15.1
> tifffile==2024.2.12
> timm==0.9.16
tomlkit==0.12.3 | tomlkit==0.12.4
torch==2.1.0 | torch==2.2.1
torch-xla==2.1.0+libtpu | torch-xla==2.2.0+libtpu
torchaudio==2.1.0 | torchaudio==2.2.1
torchdata==0.7.0 | torchdata==0.7.1
torchtext==0.16.0 | torchtext==0.17.1
torchvision==0.16.0 | torchvision==0.17.1
traitlets==5.14.1 | traitlets==5.14.2
transformers==4.38.1 | transformers==4.38.2
triton==2.1.0 | triton==2.2.0
types-python-dateutil==2.8.19.20240106 | types-python-dateutil==2.9.0.20240316
typing_extensions==4.9.0 | typing_extensions==4.10.0
wheel==0.42.0 | wheel==0.43.0
zipp==3.17.0 | zipp==3.18.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
imagemagick==8:6.9.11.60+dfsg-1.6 | imagemagick==8:6.9.11.60+dfsg-1.6+deb12u1
imagemagick-6-common==8:6.9.11.60+dfsg-1.6 | imagemagick-6-common==8:6.9.11.60+dfsg-1.6+deb12u1
imagemagick-6.q16==8:6.9.11.60+dfsg-1.6 | imagemagick-6.q16==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickcore-6-arch-config:amd64==8:6.9.11.60+dfsg-1.6 | libmagickcore-6-arch-config:amd64==8:6.9.11.60+dfsg-1.6+deb12
libmagickcore-6-headers==8:6.9.11.60+dfsg-1.6 | libmagickcore-6-headers==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickcore-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6 | libmagickcore-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickcore-6.q16-6-extra:amd64==8:6.9.11.60+dfsg-1.6 | libmagickcore-6.q16-6-extra:amd64==8:6.9.11.60+dfsg-1.6+deb12
libmagickcore-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6 | libmagickcore-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickcore-dev==8:6.9.11.60+dfsg-1.6 | libmagickcore-dev==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickwand-6-headers==8:6.9.11.60+dfsg-1.6 | libmagickwand-6-headers==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickwand-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6 | libmagickwand-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickwand-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6 | libmagickwand-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickwand-dev==8:6.9.11.60+dfsg-1.6 | libmagickwand-dev==8:6.9.11.60+dfsg-1.6+deb12u1
libpq-dev==15.5-0+deb12u1 | libpq-dev==15.6-0+deb12u1
libpq5:amd64==15.5-0+deb12u1 | libpq5:amd64==15.6-0+deb12u1
== Comparing printenv | sort ==
BUILD_DATE=20240222-122511 | BUILD_DATE=20240318-171452
GIT_COMMIT=9c637d11cb7448cd5a2fc867709ff468c991dca9 | GIT_COMMIT=bacb6e67ee517a35899e366f26a789c6f3f6b389
HOSTNAME=f4357390f3a6 | HOSTNAME=94335fac4b6a
v145 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v145
== Comparing pip list --format=freeze ==
accelerate==0.27.2 | accelerate==0.28.0
aiobotocore==2.11.2 | aiobotocore==2.12.1
arviz==0.17.0 | arviz==0.17.1
astropy-iers-data==0.2024.2.19.0.28.47 | astropy-iers-data==0.2024.3.18.0.29.47
bayespy==0.5.28 <
biopython==1.83 <
botocore==1.34.34 | botocore==1.34.51
catboost==1.2.2 | catboost==1.2.3
cmudict==1.0.18 | cmudict==1.0.21
colorcet==3.0.1 | colorcet==3.1.0
contextily==1.5.0 | contextily==1.5.2
cuda-python==12.3.0 | cuda-python==12.4.0
cysignals==1.11.4 <
dask==2024.2.0 | dask==2024.3.1
> dask-expr==1.0.4
Delorean==1.0.0 <
dipy==1.8.0 | dipy==1.9.0
earthengine-api==0.1.391 | earthengine-api==0.1.394
easydict==1.12 | easydict==1.13
fbpca==1.0 <
featuretools==1.29.0 | featuretools==1.30.0
fiona==1.9.5 | fiona==1.9.6
flax==0.8.1 | flax==0.8.2
folium==0.15.1 | folium==0.16.0
fsspec==2024.2.0 | fsspec==2024.3.0
fury==0.9.0 | fury==0.10.0
google-api-python-client==2.118.0 | google-api-python-client==2.122.0
google-cloud-language==2.13.1 | google-cloud-language==2.13.3
google-cloud-videointelligence==2.13.1 | google-cloud-videointelligence==2.13.3
google-generativeai==0.3.2 | google-generativeai==0.4.1
graphviz==0.20.1 | graphviz==0.20.2
h2o==3.44.0.3 | h2o==3.46.0.1
hmmlearn==0.3.0 | hmmlearn==0.3.2
huggingface-hub==0.20.3 | huggingface-hub==0.21.4
humanize==4.9.0 <
ipyvue==1.10.1 | ipyvue==1.10.2
ipyvuetify==1.8.10 | ipyvuetify==1.9.2
jupyter_server==2.12.5 | jupyter_server==2.13.0
jupyterlab==4.1.2 | jupyterlab==4.1.5
jupyterlab-lsp==5.0.3 | jupyterlab-lsp==5.1.0
kagglehub==0.1.9 | kagglehub==0.2.0
keras-nlp==0.8.1 | keras-nlp==0.8.2
kornia==0.7.1 | kornia==0.7.2
> kornia_rs==0.1.2
marisa-trie==1.1.0 <
marshmallow==3.20.2 | marshmallow==3.21.1
nibabel==5.2.0 | nibabel==5.2.1
optax==0.1.9 | optax==0.2.1
optuna==3.5.0 | optuna==3.6.0
orbax-checkpoint==0.5.3 | orbax-checkpoint==0.5.6
orderedmultidict==1.0.1 <
plotnine==0.13.0 | plotnine==0.13.2
pluggy==1.3.0 | pluggy==1.4.0
polars==0.20.10 | polars==0.20.15
progressbar2==4.3.2 | progressbar2==4.4.2
PyAstronomy==0.20.0 | PyAstronomy==0.21.0
pyfasttext==0.4.6 <
pygltflib==1.16.1 | pygltflib==1.16.2
pylint==3.0.3 | pylint==3.0.4
pypdf==4.0.2 | pypdf==4.1.0
pytest==8.0.1 | pytest==8.1.1
python-dateutil==2.8.2 | python-dateutil==2.9.0.post0
python-lsp-server==1.10.0 | python-lsp-server==1.10.1
pytorch-lightning==2.2.0.post0 | pytorch-lightning==2.2.1
quantecon==0.7.1 | quantecon==0.7.2
rapidfuzz==3.6.1 | rapidfuzz==3.6.2
rich-click==1.7.3 | rich-click==1.7.4
s3fs==2024.2.0 | s3fs==2024.3.0
scikit-optimize==0.9.0 | scikit-optimize==0.10.1
sentry-sdk==1.40.5 | sentry-sdk==1.42.0
smhasher==0.150.1 <
tensorstore==0.1.53 | tensorstore==0.1.56
tf-keras==2.15.0 | tf_keras==2.15.1
tomlkit==0.12.3 | tomlkit==0.12.4
torchmetrics==1.3.1 | torchmetrics==1.3.2
transformers==4.38.1 | transformers==4.38.2
tzlocal==5.2 <
urwid==2.6.4 | urwid==2.6.9
urwid_readline==0.13 | urwid_readline==0.14
wandb==0.16.3 | wandb==0.16.4
woodwork==0.28.0 | woodwork==0.29.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libuv1:amd64==1.34.2-1ubuntu1.3 | libuv1:amd64==1.34.2-1ubuntu1.5
openjdk-11-jre:amd64==11.0.21+9-0ubuntu1~20.04 | openjdk-11-jre:amd64==11.0.22+7-0ubuntu2~20.04.1
openjdk-11-jre-headless:amd64==11.0.21+9-0ubuntu1~20.04 | openjdk-11-jre-headless:amd64==11.0.22+7-0ubuntu2~20.04.1
== Comparing printenv | sort ==
BUILD_DATE=20240222-122512 | BUILD_DATE=20240318-171459
GIT_COMMIT=9c637d11cb7448cd5a2fc867709ff468c991dca9 | GIT_COMMIT=bacb6e67ee517a35899e366f26a789c6f3f6b389
HOSTNAME=6afbc0c0b8ba | HOSTNAME=3164e2da7e17