Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v136 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v136
== Comparing pip list --format=freeze ==
accelerate==0.20.3 | accelerate==0.22.0
aiobotocore==2.5.2 | aiobotocore==2.5.4
alembic==1.11.1 | alembic==1.11.3
altair==5.0.1 | altair==5.1.0
astropy==5.3.1 | astropy==5.3.2
autopep8==2.0.2 | autopep8==2.0.4
blis==0.7.9 | blis==0.7.10
bokeh==3.1.1 | bokeh==3.2.2
botocore==1.29.161 | botocore==1.31.17
bqplot==0.12.39 | bqplot==0.12.40
Cartopy==0.21.1 | Cartopy==0.22.0
catalogue==2.0.8 | catalogue==2.0.9
catboost==1.2 | catboost==1.2.1
category-encoders==2.6.1 | category-encoders==2.6.2
certifi==2023.5.7 | certifi==2023.7.22
chex==0.1.81 | chex==0.1.82
click==8.1.3 | click==8.1.7
cmaes==0.9.1 | cmaes==0.10.0
conda==23.5.0 | conda==23.7.3
confection==0.1.0 | confection==0.1.1
cryptography==41.0.1 | cryptography==38.0.4
cytoolz==0.12.1 | cytoolz==0.12.2
daal==2023.1.1 | daal==2023.2.1
daal4py==2023.1.1 | daal4py==2023.2.1
dask==2023.7.0 | dask==2023.8.1
dataclasses-json==0.5.9 | dataclasses-json==0.5.14
datashader==0.15.1 | datashader==0.15.2
deap==1.3.3 | deap==1.4.1
dill==0.3.6 | dill==0.3.7
distributed==2023.7.0 | distributed==2023.8.1
earthengine-api==0.1.358 | earthengine-api==0.1.367
emoji==2.6.0 | emoji==2.8.0
esda==2.4.3 | esda==2.5.0
featuretools==1.26.0 | featuretools==1.27.0
fitter==1.5.2 | fitter==1.6.0
Flask==2.3.2 | Flask==2.3.3
flax==0.7.0 | flax==0.7.2
gensim==4.3.1 | gensim==4.3.2
geopy==2.3.0 | geopy==2.4.0
geoviews==1.10.0 | geoviews==1.10.1
google-api-python-client==2.92.0 | google-api-python-client==2.97.0
google-cloud-language==2.10.1 | google-cloud-language==2.11.0
google-cloud-translate==3.11.2 | google-cloud-translate==3.12.0
h2o==3.42.0.1 | h2o==3.42.0.3
holoviews==1.16.2 | holoviews==1.17.1
humanize==4.7.0 | humanize==4.8.0
ibis-framework==6.0.0 | ibis-framework==6.1.0
igraph==0.10.5 | igraph==0.10.6
imagecodecs==2023.7.4 | imagecodecs==2023.8.12
imbalanced-learn==0.10.1 | imbalanced-learn==0.11.0
implicit==0.7.0 <
joblib==1.2.0 | joblib==1.3.2
jupyter-ydoc==0.2.4 | jupyter-ydoc==0.2.5
kaggle==1.5.15 | kaggle==1.5.16
keras-cv==0.5.0 | keras-core==0.1.5
> keras-cv==0.6.1
> keras-nlp==0.6.1
kornia==0.6.12 | kornia==0.7.0
libmambapy==1.4.7 | libmambapy==1.5.0
librosa==0.10.0.post2 | librosa==0.10.1
line-profiler==4.0.3 | line-profiler==4.1.1
mamba==1.4.7 | mamba==1.5.0
mapclassify==2.5.0 | mapclassify==2.6.0
marshmallow==3.19.0 | marshmallow==3.20.1
marshmallow-enum==1.5.1 | matplotlib==3.7.2
matplotlib==3.7.1 <
mizani==0.9.2 | mizani==0.10.0
mmh3==4.0.0 | mmh3==4.0.1
mne==1.4.2 | mne==1.5.0
mock==5.0.2 | mock==5.1.0
multiprocess==0.70.14 | multiprocess==0.70.15
> namex==0.0.7
numexpr==2.8.4 | numexpr==2.8.5
onnx==1.14.0 | onnx==1.14.1
opencv-contrib-python==4.8.0.74 | opencv-contrib-python==4.8.0.76
opencv-python==4.8.0.74 | opencv-python==4.8.0.76
opencv-python-headless==4.8.0.74 | opencv-python-headless==4.8.0.76
openslide-python==1.2.0 | openslide-python==1.3.0
optax==0.1.5 | optax==0.1.7
optuna==3.2.0 | optuna==3.3.0
orbax-checkpoint==0.2.7 | orbax-checkpoint==0.3.5
pandas==1.5.3 | pandas==2.0.3
panel==1.2.0 | panel==1.2.1
pathos==0.3.0 | pathos==0.3.1
platformdirs==3.8.1 | platformdirs==3.10.0
polars==0.18.6 | polars==0.18.15
pooch==1.6.0 | pooch==1.7.0
pox==0.3.2 | pox==0.3.3
ppft==1.7.6.6 | ppft==1.7.6.7
pybind11==2.10.4 | pybind11==2.11.1
pydicom==2.4.1 | pydicom==2.4.3
pygltflib==1.15.6 | pygltflib==1.16.0
pylint==2.17.4 | pylint==2.17.5
pypdf==3.12.0 | pypdf==3.15.4
pysal==23.1 | pysal==23.7
python-igraph==0.10.5 <
pytorch-lightning==2.0.4 | pytorch-lightning==2.0.7
pyviz-comms==2.3.2 | pyviz_comms==3.0.0
rapidfuzz==3.1.1 | rapidfuzz==3.2.0
s3transfer==0.6.1 | s3transfer==0.6.2
safetensors==0.3.1 | safetensors==0.3.3
scikit-learn-intelex==2023.1.1 | scikit-learn-intelex==2023.2.1
scipy==1.11.1 | scipy==1.11.2
segregation==2.4.2 | segregation==2.5
sentry-sdk==1.27.1 | sentry-sdk==1.30.0
setuptools==59.8.0 | setuptools==68.0.0
shap==0.42.0 | shap==0.42.1
soxr==0.3.5 | soxr==0.3.6
spacy==3.6.0 | spacy==3.6.1
sqlglot==17.3.0 | sqlglot==17.16.2
srsly==2.4.6 | srsly==2.4.7
stumpy==1.11.1 | stumpy==1.12.0
tbb==2021.9.0 | tbb==2021.10.0
tensorflow-addons==0.20.0 | tensorflow-addons==0.21.0
tensorflow-gcs-config==2.12.0 <
tensorflow-io==0.31.0 | tensorflow-io==0.32.0
tensorflow-io-gcs-filesystem==0.31.0 | tensorflow-io-gcs-filesystem==0.32.0
tensorstore==0.1.40 | tensorstore==0.1.41
thinc==8.1.10 | thinc==8.1.12
timm==0.9.2 | timm==0.9.5
tobler==0.10 | tobler==0.11.1
tomlkit==0.11.8 | tomlkit==0.12.1
torchmetrics==1.0.0 | torchmetrics==1.1.1
TPOT==0.12.0 | TPOT==0.12.1
tqdm==4.65.0 | tqdm==4.66.1
transformers==4.30.2 | transformers==4.32.1
vaex==4.16.0 | vaex==4.17.0
vaex-core==4.16.1 | vaex-core==4.17.1
vaex-jupyter==0.8.1 | vaex-jupyter==0.8.2
vaex-ml==0.18.1 | vaex-ml==0.18.3
vaex-server==0.8.1 | vaex-server==0.9.0
vowpalwabbit==9.8.0 | vowpalwabbit==9.9.0
wandb==0.15.5 | wandb==0.15.9
watchfiles==0.19.0 | watchfiles==0.20.0
Werkzeug==2.3.6 | Werkzeug==2.3.7
widgetsnbextension==3.6.4 | widgetsnbextension==3.6.5
woodwork==0.24.0 | woodwork==0.26.0
xarray==2023.6.0 | xarray==2023.8.0
xarray-einstats==0.5.1 | xarray-einstats==0.6.0
xxhash==3.2.0 | xxhash==3.3.0
xyzservices==2023.5.0 | xyzservices==2023.7.0
y-py==0.5.9 | y-py==0.6.0
ypy-websocket==0.8.2 | ypy-websocket==0.8.4
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
> default-jre==2:1.11-72
> fonts-dejavu-extra==2.37-1
> libatk-wrapper-java==0.37.1-1
> libatk-wrapper-java-jni:amd64==0.37.1-1
> libxtst6:amd64==2:1.2.3-1
> libxxf86dga1:amd64==2:1.1.5-0ubuntu1
openjdk-11-jre-headless:amd64==11.0.19+7~us1-0ubuntu1~20.04.1 | openjdk-11-jre:amd64==11.0.20+8-1ubuntu1~20.04
> openjdk-11-jre-headless:amd64==11.0.20+8-1ubuntu1~20.04
openssh-client==1:8.2p1-4ubuntu0.7 | openssh-client==1:8.2p1-4ubuntu0.9
> x11-utils==7.7+5
== Comparing printenv | sort ==
BUILD_DATE=20230708-191608 | BUILD_DATE=20230829-144435
GIT_COMMIT=9206ba01f1497b13b7196a778c28657bacce6f79 | GIT_COMMIT=5b37fe29fefdef02f55a8db1fff9f9b63826f777
HOSTNAME=318b5b93e4e7 | HOSTNAME=fc682941f62d
> TENSORFLOW_IO_VERSION=0.32.0
v137 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v137
== Comparing pip list --format=freeze ==
alembic==1.11.3 | alembic==1.12.0
altair==5.1.0 | altair==5.1.1
> conda-content-trust==0+unknown
cryptography==41.0.1 | cryptography==38.0.4
dask==2023.8.1 | dask==2023.9.0
dataclasses-json==0.5.14 | dataclasses-json==0.6.0
easyocr==1.7.0 | easyocr==1.7.1
fsspec==2023.6.0 | fsspec==2023.9.0
ibis-framework==6.1.0 | ibis-framework==6.2.0
imagecodecs==2023.8.12 | imagecodecs==2023.9.4
ipyvue==1.9.2 | ipyvue==1.10.0
marisa-trie==0.8.0 | marisa-trie==1.0.0
panel==1.2.1 | panel==1.2.2
polars==0.18.15 | polars==0.19.2
pyaml==23.7.0 | pyaml==23.9.1
pypdf==3.15.4 | pypdf==3.15.5
pytest==7.4.0 | pytest==7.4.1
pytorch-lightning==2.0.7 | pytorch-lightning==2.0.8
qtconsole==5.4.3 | qtconsole==5.4.4
QtPy==2.3.1 | QtPy==2.4.0
s3fs==2023.6.0 | s3fs==2023.9.0
timm==0.9.5 | timm==0.9.7
transformers==4.32.1 | transformers==4.33.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
openjdk-11-jre:amd64==11.0.20+8-1ubuntu1~22.04 | openjdk-11-jre:amd64==11.0.20.1+1-0ubuntu1~22.04
openjdk-11-jre-headless:amd64==11.0.20+8-1ubuntu1~22.04 | openjdk-11-jre-headless:amd64==11.0.20.1+1-0ubuntu1~22.04
== Comparing printenv | sort ==
BUILD_DATE=20230829-144436 | BUILD_DATE=20230905-170153
HOSTNAME=a8210b163e38 | HOSTNAME=5dca19ab9ddd
v136 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v136
== Comparing pip list --format=freeze ==
accelerate==0.20.3 | accelerate==0.22.0
aiobotocore==2.5.2 | aiobotocore==2.5.4
alembic==1.11.1 | alembic==1.11.3
altair==5.0.1 | altair==5.1.0
> annotated-types==0.5.0
astropy==5.3.1 | astropy==5.3.2
autopep8==2.0.2 | autopep8==2.0.4
blis==0.7.9 | blis==0.7.10
bokeh==3.1.1 | bokeh==3.2.2
botocore==1.29.161 | botocore==1.31.17
bqplot==0.12.39 | bqplot==0.12.40
Cartopy==0.21.1 | Cartopy==0.22.0
catalogue==2.0.8 | catalogue==2.0.9
catboost==1.2 | catboost==1.2.1
category-encoders==2.6.1 | category-encoders==2.6.2
certifi==2023.5.7 | certifi==2023.7.22
chex==0.1.81 | chex==0.1.82
click==8.1.3 | click==8.1.7
cmaes==0.9.1 | cmaes==0.10.0
conda==23.5.0 | conda==23.7.3
conda-content-trust==0+unknown <
confection==0.1.0 | confection==0.1.1
> cubinlinker-cu11==0.3.0.post1
cudf==23.6.1 | cudf==23.8.0
cuml==23.6.0 | cuml==23.8.0
cupy==12.1.0 | cupy==12.2.0
cytoolz==0.12.0 | cytoolz==0.12.2
daal==2023.1.1 | daal==2023.2.1
daal4py==2023.1.1 | daal4py==2023.2.1
dask==2023.7.0 | dask==2023.8.1
dask-cuda==23.6.0 | dask-cuda==23.8.0
dask-cudf==23.6.1 | dask-cudf==23.8.0
dataclasses-json==0.5.9 | dataclasses-json==0.5.14
datashader==0.15.1 | datashader==0.15.2
deap==1.3.3 | deap==1.4.1
dill==0.3.6 | dill==0.3.7
distributed==2023.3.2.1 | distributed==2023.7.1
earthengine-api==0.1.358 | earthengine-api==0.1.367
emoji==2.6.0 | emoji==2.8.0
en-core-web-lg==3.5.0 | en-core-web-lg==3.6.0
en-core-web-sm==3.5.0 | en-core-web-sm==3.6.0
esda==2.4.3 | esda==2.5.0
fastrlock==0.8 | fastrlock==0.8.2
featuretools==1.26.0 | featuretools==1.27.0
fitter==1.5.2 | fitter==1.6.0
Flask==2.3.2 | Flask==2.3.3
flax==0.7.0 | flax==0.7.2
gensim==4.3.1 | gensim==4.3.2
geopy==2.3.0 | geopy==2.4.0
geoviews==1.10.0 | geoviews==1.10.1
google-api-python-client==2.92.0 | google-api-python-client==2.97.0
google-cloud-datastore==2.16.1 | google-cloud-datastore==2.17.0
google-cloud-language==2.10.1 | google-cloud-language==2.11.0
google-cloud-translate==3.11.2 | google-cloud-translate==3.12.0
h2o==3.42.0.1 | h2o==3.42.0.3
holoviews==1.16.2 | holoviews==1.17.1
humanize==4.7.0 | humanize==4.8.0
ibis-framework==6.0.0 | ibis-framework==6.1.0
igraph==0.10.5 | igraph==0.10.6
imagecodecs==2023.7.4 | imagecodecs==2023.8.12
imbalanced-learn==0.10.1 | imbalanced-learn==0.11.0
implicit==0.5.2 <
joblib==1.2.0 | joblib==1.3.2
jupyter-ydoc==0.2.4 | jupyter-ydoc==0.2.5
kaggle==1.5.15 | kaggle==1.5.16
keras-cv==0.5.0 | keras-core==0.1.5
> keras-cv==0.6.1
> keras-nlp==0.6.1
kornia==0.6.12 | kornia==0.7.0
libmambapy==1.4.7 | libmambapy==1.4.9
librosa==0.10.0.post2 | librosa==0.10.1
line-profiler==4.0.3 | line-profiler==4.1.1
mamba==1.4.7 | mamba==1.4.9
mapclassify==2.5.0 | mapclassify==2.6.0
marshmallow==3.19.0 | marshmallow==3.20.1
marshmallow-enum==1.5.1 | matplotlib==3.7.2
matplotlib==3.7.1 <
mizani==0.9.2 | mizani==0.10.0
mmh3==4.0.0 | mmh3==4.0.1
mne==1.4.2 | mne==1.5.0
mock==5.0.2 | mock==5.1.0
multiprocess==0.70.14 | multiprocess==0.70.15
> namex==0.0.7
numexpr==2.8.4 | numexpr==2.8.5
onnx==1.14.0 | onnx==1.14.1
opencv-contrib-python==4.8.0.74 | opencv-contrib-python==4.8.0.76
opencv-python==4.8.0.74 | opencv-python==4.8.0.76
opencv-python-headless==4.8.0.74 | opencv-python-headless==4.8.0.76
openslide-python==1.2.0 | openslide-python==1.3.0
optax==0.1.5 | optax==0.1.7
optuna==3.2.0 | optuna==3.3.0
orbax-checkpoint==0.2.7 | orbax-checkpoint==0.3.5
pandas==1.5.3 | pandas==2.0.2
panel==1.2.0 | panel==1.2.1
pathos==0.3.0 | pathos==0.3.1
platformdirs==3.8.1 | platformdirs==3.10.0
polars==0.18.6 | polars==0.18.15
pooch==1.6.0 | pooch==1.7.0
pox==0.3.2 | pox==0.3.3
ppft==1.7.6.6 | ppft==1.7.6.7
> ptxcompiler-cu11==0.7.0.post1
pybind11==2.10.4 | pybind11==2.11.1
pydantic==1.10.10 | pydantic==1.10.9
> pydantic_core==2.6.3
pydicom==2.4.1 | pydicom==2.4.3
pygltflib==1.15.6 | pygltflib==1.16.0
pylibraft==23.6.2 | pylibraft==23.8.0
pylint==2.17.4 | pylint==2.17.5
pypdf==3.12.0 | pypdf==3.15.4
pysal==23.1 | pysal==23.7
python-igraph==0.10.5 <
pytools==2023.1 | pytools==2023.1.1
pytorch-lightning==2.0.4 | pytorch-lightning==2.0.7
pyviz-comms==2.3.2 | pyviz_comms==3.0.0
raft-dask==23.6.2 | raft-dask==23.8.0
rapidfuzz==3.1.1 | rapidfuzz==3.2.0
rmm==23.6.0 | rmm==23.8.0
s3transfer==0.6.1 | s3transfer==0.6.2
safetensors==0.3.1 | safetensors==0.3.3
scikit-learn-intelex==2023.1.1 | scikit-learn-intelex==2023.2.1
scipy==1.11.1 | scipy==1.11.2
segregation==2.4.2 | segregation==2.5
sentry-sdk==1.27.1 | sentry-sdk==1.30.0
setuptools==59.8.0 | setuptools==68.0.0
shap==0.42.0 | shap==0.42.1
shellingham==1.5.1 | shellingham==1.5.3
soxr==0.3.5 | soxr==0.3.6
spacy==3.5.4 | spacy==3.6.1
sqlglot==17.3.0 | sqlglot==17.16.2
srsly==2.4.6 | srsly==2.4.7
stumpy==1.11.1 | stumpy==1.12.0
tbb==2021.9.0 | tbb==2021.10.0
tensorflow-addons==0.20.0 | tensorflow-addons==0.21.0
tensorflow-gcs-config==2.12.0 <
tensorflow-io==0.31.0 | tensorflow-io==0.32.0
tensorflow-io-gcs-filesystem==0.31.0 | tensorflow-io-gcs-filesystem==0.32.0
tensorstore==0.1.40 | tensorstore==0.1.41
thinc==8.1.10 | thinc==8.1.12
timm==0.9.2 | timm==0.9.5
tobler==0.10 | tobler==0.11.1
tomlkit==0.11.8 | tomlkit==0.12.1
torchmetrics==1.0.0 | torchmetrics==1.1.1
TPOT==0.12.0 | TPOT==0.12.1
tqdm==4.65.0 | tqdm==4.66.1
transformers==4.30.2 | transformers==4.32.1
ucx-py==0.32.0 | ucx-py==0.33.0
vaex==4.16.0 | vaex==4.17.0
vaex-core==4.16.1 | vaex-core==4.17.1
vaex-jupyter==0.8.1 | vaex-jupyter==0.8.2
vaex-ml==0.18.1 | vaex-ml==0.18.3
vaex-server==0.8.1 | vaex-server==0.9.0
vowpalwabbit==9.8.0 | vowpalwabbit==9.9.0
wandb==0.15.5 | wandb==0.15.9
watchfiles==0.19.0 | watchfiles==0.20.0
Werkzeug==2.3.6 | Werkzeug==2.3.7
widgetsnbextension==3.6.4 | widgetsnbextension==3.6.5
woodwork==0.24.0 | woodwork==0.26.0
xarray==2023.6.0 | xarray==2023.8.0
xarray-einstats==0.5.1 | xarray-einstats==0.6.0
xxhash==3.2.0 | xxhash==3.3.0
xyzservices==2023.5.0 | xyzservices==2023.7.0
y-py==0.5.9 | y-py==0.6.0
ypy-websocket==0.8.2 | ypy-websocket==0.8.4
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
> default-jre==2:1.11-72build2
> fonts-dejavu-extra==2.37-2build1
> libatk-wrapper-java==0.38.0-5build1
> libatk-wrapper-java-jni:amd64==0.38.0-5build1
libgbm1:amd64==22.2.5-0ubuntu0.1~22.04.3 | libgbm1:amd64==23.0.4-0ubuntu1~22.04.1
libgl1-amber-dri:amd64==21.3.7-0ubuntu1 | libgl1-amber-dri:amd64==21.3.9-0ubuntu1~22.04.1
libgl1-mesa-dri:amd64==22.2.5-0ubuntu0.1~22.04.3 | libgl1-mesa-dri:amd64==23.0.4-0ubuntu1~22.04.1
libgl1-mesa-glx:amd64==22.2.5-0ubuntu0.1~22.04.3 | libgl1-mesa-glx:amd64==23.0.4-0ubuntu1~22.04.1
libglapi-mesa:amd64==22.2.5-0ubuntu0.1~22.04.3 | libglapi-mesa:amd64==23.0.4-0ubuntu1~22.04.1
libglx-mesa0:amd64==22.2.5-0ubuntu0.1~22.04.3 | libglx-mesa0:amd64==23.0.4-0ubuntu1~22.04.1
libllvm15:amd64==1:15.0.7-0ubuntu0.22.04.1 | libllvm15:amd64==1:15.0.7-0ubuntu0.22.04.3
libpcsclite1:amd64==1.9.5-3 | libpcsclite1:amd64==1.9.5-3ubuntu1
> libxcb-randr0:amd64==1.14-3ubuntu3
> libxtst6:amd64==2:1.2.3-1build4
> libxxf86dga1:amd64==2:1.1.5-0ubuntu3
mesa-va-drivers:amd64==22.2.5-0ubuntu0.1~22.04.3 | mesa-va-drivers:amd64==23.0.4-0ubuntu1~22.04.1
mesa-vdpau-drivers:amd64==22.2.5-0ubuntu0.1~22.04.3 | mesa-vdpau-drivers:amd64==23.0.4-0ubuntu1~22.04.1
openjdk-11-jre-headless:amd64==11.0.19+7~us1-0ubuntu1~22.04.1 | openjdk-11-jre:amd64==11.0.20+8-1ubuntu1~22.04
> openjdk-11-jre-headless:amd64==11.0.20+8-1ubuntu1~22.04
openssh-client==1:8.9p1-3ubuntu0.1 | openssh-client==1:8.9p1-3ubuntu0.3
> x11-utils==7.7+5build2
== Comparing printenv | sort ==
BUILD_DATE=20230708-191609 | BUILD_DATE=20230829-144436
GIT_COMMIT=9206ba01f1497b13b7196a778c28657bacce6f79 | GIT_COMMIT=5b37fe29fefdef02f55a8db1fff9f9b63826f777
HOSTNAME=f3f260ac8f72 | HOSTNAME=ff9bcd3761cf
> NUMBA_CUDA_ENABLE_MINOR_VERSION_COMPATIBILITY=1
> TENSORFLOW_IO_VERSION=0.32.0
v137 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v137
== Comparing pip list --format=freeze ==
alembic==1.11.3 | alembic==1.12.0
altair==5.1.0 | altair==5.1.1
dask==2023.8.1 | dask==2023.9.0
dataclasses-json==0.5.14 | dataclasses-json==0.6.0
distributed==2023.8.1 | distributed==2023.9.0
easyocr==1.7.0 | easyocr==1.7.1
fsspec==2023.6.0 | fsspec==2023.9.0
ibis-framework==6.1.0 | ibis-framework==6.2.0
imagecodecs==2023.8.12 | imagecodecs==2023.9.4
ipyvue==1.9.2 | ipyvue==1.10.0
libmambapy==1.5.0 | libmambapy==1.5.1
mamba==1.5.0 | mamba==1.5.1
marisa-trie==0.8.0 | marisa-trie==1.0.0
panel==1.2.1 | panel==1.2.2
polars==0.18.15 | polars==0.19.2
pyaml==23.7.0 | pyaml==23.9.1
pypdf==3.15.4 | pypdf==3.15.5
pytest==7.4.0 | pytest==7.4.1
pytorch-lightning==2.0.7 | pytorch-lightning==2.0.8
qtconsole==5.4.3 | qtconsole==5.4.4
QtPy==2.3.1 | QtPy==2.4.0
s3fs==2023.6.0 | s3fs==2023.9.0
timm==0.9.5 | timm==0.9.7
transformers==4.32.1 | transformers==4.33.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
openjdk-11-jre:amd64==11.0.20+8-1ubuntu1~20.04 | openjdk-11-jre:amd64==11.0.20.1+1-0ubuntu1~20.04
openjdk-11-jre-headless:amd64==11.0.20+8-1ubuntu1~20.04 | openjdk-11-jre-headless:amd64==11.0.20.1+1-0ubuntu1~20.04
== Comparing printenv | sort ==
BUILD_DATE=20230829-144435 | BUILD_DATE=20230905-170153
HOSTNAME=019103a27387 | HOSTNAME=aa2c10b1ff08
v136 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v136
== Comparing pip list --format=freeze ==
> accelerate==0.22.0
appdirs==1.4.4 | argon2-cffi==23.1.0
argon2-cffi==21.3.0 <
autopep8==2.0.2 | autopep8==2.0.4
certifi==2023.5.7 | certifi==2023.7.22
click==8.1.4 | click==8.1.7
cmake==3.26.4 | cmake==3.27.2
comm==0.1.3 | comm==0.1.4
debugpy==1.6.7 | debugpy==1.6.7.post1
dill==0.3.6 | diffusers==0.20.1
> dill==0.3.7
dm-haiku==0.0.10.dev0 | dm-haiku==0.0.11.dev0
exceptiongroup==1.1.2 | exceptiongroup==1.1.3
fastjsonschema==2.17.1 | fastjsonschema==2.18.0
flax==0.7.0 | flax==0.7.2
fonttools==4.40.0 | fonttools==4.42.1
> fsspec==2023.6.0
GitPython==3.1.31 | GitPython==3.1.32
google-auth==2.21.0 | google-auth==2.22.0
googleapis-common-protos==1.59.1 | googleapis-common-protos==1.60.0
grpcio==1.56.0 | grpcio==1.57.0
> huggingface-hub==0.16.4
importlib-resources==6.0.0 | importlib-resources==6.0.1
ipykernel==6.24.0 | ipykernel==6.25.1
jax==0.4.6 | jax==0.4.13
jaxlib==0.4.6 | jaxlib==0.4.13
joblib==1.3.1 | joblib==1.3.2
jsonschema==4.18.0 | jsonschema==4.19.0
jsonschema-specifications==2023.6.1 | jsonschema-specifications==2023.7.1
jupyter_client==8.3.0 | jupyter_client==7.4.9
jupyter-events==0.6.3 | jupyter-events==0.7.0
jupyter_server==2.7.0 | jupyter_server==2.7.2
jupyter-ydoc==0.2.4 | jupyter-ydoc==0.2.5
jupyterlab_server==2.23.0 | jupyterlab_server==2.24.0
kiwisolver==1.4.4 | kiwisolver==1.4.5
libclang==16.0.0 | libclang==16.0.6
librosa==0.10.0.post2 | librosa==0.10.1
libtpu-nightly==0.1.dev20230309 | libtpu-nightly==0.1.dev20230622
Markdown==3.4.3 | Markdown==3.4.4
nbconvert==7.6.0 | nbconvert==7.8.0
nbformat==5.9.0 | nbformat==5.9.2
nest-asyncio==1.5.6 | nest-asyncio==1.5.7
notebook==6.5.4 | notebook==6.5.5
opencv-python-headless==4.8.0.74 | opencv-python-headless==4.8.0.76
optax==0.1.5 | optax==0.1.7
orbax-checkpoint==0.1.6 | orbax-checkpoint==0.2.3
overrides==7.3.1 | overrides==7.4.0
platformdirs==3.8.1 | platformdirs==3.10.0
pluggy==1.2.0 | pluggy==1.3.0
pooch==1.6.0 | pooch==1.7.0
prometheus-client==0.17.0 | prometheus-client==0.17.1
protobuf==4.23.4 | protobuf==3.20.3
Pygments==2.15.1 | Pygments==2.16.1
pylint==2.17.4 | pylint==2.17.5
PyYAML==6.0 | PyYAML==6.0.1
pyzmq==25.1.0 | pyzmq==24.0.1
referencing==0.29.1 | referencing==0.30.2
> regex==2023.8.8
rich==13.4.2 | rich==13.5.2
rpds-py==0.8.10 | rpds-py==0.10.0
> safetensors==0.3.3
sentry-sdk==1.27.1 | sentry-sdk==1.30.0
soxr==0.3.5 | soxr==0.3.6
tenacity==8.2.2 | tenacity==8.2.3
tensorboardX==2.6.1 | tensorboardX==2.6.2.2
tensorflow-addons==0.20.0 | tensorflow-addons==0.21.0
tensorflow-hub==0.13.0 | tensorflow-hub==0.14.0
tensorflow-io==0.32.0 | tensorflow-io==0.33.0
tensorflow-io-gcs-filesystem==0.32.0 | tensorflow-io-gcs-filesystem==0.33.0
tensorflow-metadata==1.13.1 | tensorflow-metadata==1.14.0
tensorflow-probability==0.20.1 | tensorflow-probability==0.21.0
tensorstore==0.1.40 | tensorstore==0.1.41
threadpoolctl==3.1.0 | threadpoolctl==3.2.0
> tokenizers==0.13.3
tomlkit==0.11.8 | tomlkit==0.12.1
tornado==6.3.2 | tornado==6.3.3
tqdm==4.65.0 | tqdm==4.66.1
> transformers==4.32.1
typing_extensions==4.7.1 | typing_extensions==4.5.0
wandb==0.12.16 | wandb==0.12.21
websocket-client==1.6.1 | websocket-client==1.6.2
Werkzeug==2.3.6 | Werkzeug==2.3.7
wheel==0.40.0 | wheel==0.41.2
y-py==0.5.9 | y-py==0.6.0
ypy-websocket==0.8.2 | ypy-websocket==0.8.4
zipp==3.15.0 | zipp==3.16.2
== 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 | base-files==12.4+deb12u1
curl==7.88.1-10 | curl==7.88.1-10+deb12u1
libc-bin==2.36-9 | libc-bin==2.36-9+deb12u1
libc-dev-bin==2.36-9 | libc-dev-bin==2.36-9+deb12u1
libc6:amd64==2.36-9 | libc6:amd64==2.36-9+deb12u1
libc6-dev:amd64==2.36-9 | libc6-dev:amd64==2.36-9+deb12u1
libcurl3-gnutls:amd64==7.88.1-10 | libcurl3-gnutls:amd64==7.88.1-10+deb12u1
libcurl4:amd64==7.88.1-10 | libcurl4:amd64==7.88.1-10+deb12u1
libcurl4-openssl-dev:amd64==7.88.1-10 | libcurl4-openssl-dev:amd64==7.88.1-10+deb12u1
libsystemd0:amd64==252.6-1 | libsystemd0:amd64==252.12-1~deb12u1
libudev1:amd64==252.6-1 | libudev1:amd64==252.12-1~deb12u1
libxml2:amd64==2.9.14+dfsg-1.2 | libxml2:amd64==2.9.14+dfsg-1.3~deb12u1
libxml2-dev:amd64==2.9.14+dfsg-1.2 | libxml2-dev:amd64==2.9.14+dfsg-1.3~deb12u1
linux-libc-dev:amd64==6.1.27-1 | linux-libc-dev:amd64==6.1.38-4
== Comparing printenv | sort ==
BUILD_DATE=20230708-191608 | BUILD_DATE=20230829-144435
GIT_COMMIT=9206ba01f1497b13b7196a778c28657bacce6f79 | GIT_COMMIT=5b37fe29fefdef02f55a8db1fff9f9b63826f777
HOSTNAME=4c2f575676f6 | HOSTNAME=a099f2117c94
PIP_LIBTPU=/usr/local/lib/python3.8/site-packages/libtpu/libt <
PYTHON_GET_PIP_SHA256=96461deced5c2a487ddc65207ec5a9cffeca0d3 | PYTHON_GET_PIP_SHA256=45a2bb8bf2bb5eff16fdd00faef6f29731831c7
PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/0d8570 | PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/9af82b
PYTHON_VERSION=3.8.17 | PYTHON_VERSION=3.8.18
PYTORCH_LIBTPU=/lib/torch-libtpu.so <
v135 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v135
== Comparing pip list --format=freeze ==
accelerate==0.12.0 | accelerate==0.20.3
aiobotocore==2.5.0 | aiobotocore==2.5.2
annoy==1.17.2 | annoy==1.17.3
anyio==3.6.2 | anyio==3.7.0
array-record==0.2.0 | array-record==0.4.0
astroid==2.15.5 | astroid==2.15.6
astropy==5.3 | astropy==5.3.1
atpublic==3.1.2 | atpublic==4.0
beatrix-jupyterlab==2023.58.190319 | beatrix-jupyterlab==2023.621.222118
botocore==1.29.76 | botocore==1.29.161
cached-property==1.5.2 <
charset-normalizer==2.1.1 | charset-normalizer==3.1.0
chex==0.1.7 | chex==0.1.81
commonmark==0.9.1 | conda==23.5.0
conda==23.3.1 <
conda_package_streaming==0.7.0 | conda_package_streaming==0.8.0
confection==0.0.4 | confection==0.1.0
contourpy==1.0.7 | contourpy==1.1.0
cryptography==40.0.2 | cryptography==41.0.1
cudf==23.6.0 | cudf==23.6.1
cupy==12.0.0 | cupy==12.1.0
Cython==0.29.34 | Cython==0.29.35
dask==2023.6.0 | dacite==1.8.1
> dask==2023.7.0
dask-cudf==23.6.0 | dask-cudf==23.6.1
dataclasses==0.8 | dataclasses-json==0.5.9
dataclasses-json==0.5.8 <
datashader==0.15.0 | datashader==0.15.1
Deprecated==1.2.13 | Deprecated==1.2.14
docker==6.1.1 | docker==6.1.3
earthengine-api==0.1.356 | earthengine-api==0.1.358
emoji==2.5.0 | emoji==2.6.0
etils==1.2.0 | etils==1.3.0
fastapi==0.95.1 | fastapi==0.98.0
fastjsonschema==2.16.3 | fastjsonschema==2.17.1
filelock==3.12.0 | filelock==3.12.2
fire==0.5.0 <
flatbuffers==23.3.3 | flatbuffers==23.5.26
flax==0.6.10 | flax==0.7.0
flit_core==3.8.0 | flit_core==3.9.0
fonttools==4.39.3 | fonttools==4.40.0
gcsfs==2023.5.0 | gcsfs==2023.6.0
google-api-core==1.33.2 | google-api-core==2.11.1
google-api-python-client==2.88.0 | google-api-python-client==2.92.0
google-auth==2.17.3 | google-auth==2.20.0
google-cloud-datastore==2.15.2 | google-cloud-datastore==2.16.1
google-cloud-language==2.6.1 | google-cloud-language==2.10.1
google-cloud-monitoring==2.14.2 | google-cloud-monitoring==2.15.0
google-cloud-pubsub==2.16.1 | google-cloud-pubsub==2.17.1
google-cloud-pubsublite==1.8.1 | google-cloud-pubsublite==1.8.2
google-cloud-resource-manager==1.10.0 | google-cloud-resource-manager==1.10.1
google-cloud-spanner==3.33.0 | google-cloud-spanner==3.36.0
google-cloud-translate==3.8.4 | google-cloud-translate==3.11.2
google-cloud-videointelligence==2.8.3 | google-cloud-videointelligence==2.11.3
googleapis-common-protos==1.57.1 | googleapis-common-protos==1.59.1
grpcio-status==1.48.1 | grpcio-status==1.46.3
h2o==3.40.0.4 | h2o==3.42.0.1
h5py==3.8.0 | h5py==3.9.0
httptools==0.5.0 | httptools==0.6.0
huggingface-hub==0.15.1 | huggingface-hub==0.16.4
humanize==4.6.0 | humanize==4.7.0
ibis-framework==5.1.0 | ibis-framework==6.0.0
igraph==0.10.4 | igraph==0.10.5
imagecodecs==2023.3.16 | imagecodecs==2023.7.4
imageio==2.28.1 | imageio==2.31.1
importlib-metadata==5.2.0 | importlib-metadata==6.7.0
ipydatawidgets==4.3.4 | ipydatawidgets==4.3.5
ipykernel==6.23.0 | ipykernel==6.23.3
ipython==8.13.2 | ipython==8.14.0
ipyvue==1.9.1 | ipyvue==1.9.2
Janome==0.4.2 | Janome==0.5.0
jax==0.4.8 | jax==0.4.13
jaxlib==0.4.7+cuda11.cudnn86 | jaxlib==0.4.13+cuda11.cudnn86
json5==0.9.11 | json5==0.9.14
jupyter_core==5.3.0 | jupyter_core==5.3.1
jupyter_server==2.5.0 | jupyter_server==2.6.0
jupyterlab==3.6.4 | jupyterlab==3.6.5
jupyterlab_server==2.22.1 | jupyterlab_server==2.23.0
jupytext==1.14.5 | jupytext==1.14.6
kaggle==1.5.13 | kaggle==1.5.15
> keras-cv==0.5.0
keyring==23.13.1 | keyring==24.2.0
kfp==1.8.21 | kfp==2.0.1
kfp-pipeline-spec==0.1.16 | kfp-pipeline-spec==0.2.2
kfp-server-api==1.8.5 | kfp-server-api==2.0.0
kubernetes==25.3.0 | kubernetes==26.1.0
libmambapy==1.4.2 | libmambapy==1.4.7
lightning-utilities==0.8.0 | lightning-utilities==0.9.0
llvmlite==0.40.0 | llvmlite==0.40.1
lxml==4.9.2 | lxml==4.9.3
mamba==1.4.2 | mamba==1.4.7
MarkupSafe==2.1.2 | MarkupSafe==2.1.3
matplotlib==3.6.3 | matplotlib==3.7.1
mdit-py-plugins==0.3.5 | mdit-py-plugins==0.4.0
mdurl==0.1.2 | mdurl==0.1.0
ml-dtypes==0.1.0 | ml-dtypes==0.2.0
multipledispatch==0.6.0 | multipledispatch==1.0.0
nbformat==5.8.0 | nbformat==5.9.0
numba==0.57.0 | numba==0.57.1
opencv-contrib-python==4.7.0.72 | opencv-contrib-python==4.8.0.74
opencv-python==4.7.0.72 | opencv-python==4.8.0.74
opencv-python-headless==4.7.0.72 | opencv-python-headless==4.8.0.74
opentelemetry-api==1.17.0 | opentelemetry-api==1.18.0
opentelemetry-exporter-otlp==1.17.0 | opentelemetry-exporter-otlp==1.18.0
opentelemetry-exporter-otlp-proto-grpc==1.17.0 | opentelemetry-exporter-otlp-proto-common==1.18.0
opentelemetry-exporter-otlp-proto-http==1.17.0 | opentelemetry-exporter-otlp-proto-grpc==1.18.0
opentelemetry-proto==1.17.0 | opentelemetry-exporter-otlp-proto-http==1.18.0
opentelemetry-sdk==1.17.0 | opentelemetry-proto==1.18.0
opentelemetry-semantic-conventions==0.38b0 | opentelemetry-sdk==1.18.0
> opentelemetry-semantic-conventions==0.39b0
orbax-checkpoint==0.2.2 | orbax-checkpoint==0.2.7
orjson==3.8.12 | orjson==3.9.1
panel==1.1.0 | panel==1.2.0
path==16.6.0 | path==16.7.1
platformdirs==3.5.0 | platformdirs==3.8.1
plotly==5.14.1 | plotly==5.15.0
polars==0.18.2 | polars==0.18.6
prettytable==3.7.0 | prettytable==3.8.0
prometheus-client==0.16.0 | prometheus-client==0.17.0
proto-plus==1.22.2 | proto-plus==1.22.3
pyaml==23.5.9 | pyaml==23.7.0
pydantic==1.10.7 | pydantic==1.10.10
pydicom==2.3.1 | pydicom==2.4.1
PyJWT==2.6.0 | PyJWT==2.7.0
pylibraft==23.6.1 | pylibraft==23.6.2
pyOpenSSL==23.1.1 | pyOpenSSL==23.2.0
pypdf==3.9.1 | pypdf==3.12.0
pytest==7.3.2 | pytest==7.4.0
python-igraph==0.10.4 | python-igraph==0.10.5
python-lsp-server==1.7.3 | python-lsp-server==1.7.4
python-utils==3.6.0 | python-utils==3.7.0
pytools==2022.1.14 | pytools==2023.1
pytorch-lightning==2.0.3 | pytorch-lightning==2.0.4
pyviz-comms==2.3.1 | pyviz-comms==2.3.2
PyYAML==5.4.1 | PyYAML==6.0
pyzmq==25.0.2 | pyzmq==25.1.0
raft-dask==23.6.1 | raft-dask==23.6.2
rasterio==1.3.7 | rasterio==1.3.8
ray==2.4.0 | ray==2.5.1
ray-cpp==2.4.0 | ray-cpp==2.5.1
regex==2023.5.5 | regex==2023.6.3
requests==2.28.2 | requests==2.31.0
rich==12.6.0 | rich==13.4.2
rope==1.8.0 | rope==1.9.0
ruamel.yaml==0.17.24 | ruamel.yaml==0.17.32
scikit-image==0.20.0 | scikit-image==0.21.0
scipy==1.10.1 | scipy==1.11.1
semver==3.0.0 | semver==3.0.1
sentry-sdk==1.25.1 | sentry-sdk==1.27.1
shap==0.41.0 | shap==0.42.0
simpervisor==0.4 | simpervisor==1.0.0
spacy==3.5.3 | spacy==3.5.4
spaghetti==1.7.3 | spaghetti==1.7.4
SQLAlchemy==2.0.12 | SQLAlchemy==2.0.17
sqlglot==11.7.1 | sqlglot==17.3.0
starlette==0.26.1 | starlette==0.27.0
statsmodels==0.13.5 | statsmodels==0.14.0
strip-hints==0.1.10 <
tensorboard-data-server==0.7.0 | tensorboard-data-server==0.7.1
tensorboard-plugin-profile==2.11.2 | tensorboard-plugin-profile==2.13.0
tensorflow-decision-forests==1.3.0 | tensorflow-decision-forests==1.4.0
tensorflow-probability==0.20.0 | tensorflow-probability==0.20.1
tensorstore==0.1.37 | tensorstore==0.1.40
torchmetrics==0.11.4 | torchmetrics==1.0.0
tornado==6.3.1 | tornado==6.3.2
tqdm==4.64.1 | tqdm==4.65.0
transformers==4.30.1 | transformers==4.30.2
tsfresh==0.20.0 | tsfresh==0.20.1
typer==0.7.0 | typer==0.9.0
typing_extensions==4.5.0 | typing_extensions==4.6.3
> typing-utils==0.1.0
> tzdata==2023.3
uri-template==1.2.0 | uri-template==1.3.0
wandb==0.15.4 | wandb==0.15.5
websocket-client==1.5.1 | websocket-client==1.6.0
wfdb==4.1.1 | wfdb==4.1.2
xarray==2023.5.0 | xarray==2023.6.0
xgboost==1.7.5 | xgboost==1.7.6
yapf==0.33.0 | yapf==0.40.1
yarl==1.9.1 | yarl==1.9.2
ydata-profiling==4.1.2 | ydata-profiling==4.3.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
binutils==2.38-4ubuntu2.1 | binutils==2.38-4ubuntu2.2
binutils-common:amd64==2.38-4ubuntu2.1 | binutils-common:amd64==2.38-4ubuntu2.2
binutils-x86-64-linux-gnu==2.38-4ubuntu2.1 | binutils-x86-64-linux-gnu==2.38-4ubuntu2.2
ca-certificates==20211016ubuntu0.22.04.1 | ca-certificates==20230311ubuntu0.22.04.1
cpp-11==11.3.0-1ubuntu1~22.04 | cpp-11==11.3.0-1ubuntu1~22.04.1
>...
v137 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v137
== Comparing pip list --format=freeze ==
No diff
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
== Comparing printenv | sort ==
HOSTNAME=f5261216da47 | HOSTNAME=2d7bb1cb4566
v135 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v135
== Comparing pip list --format=freeze ==
accelerate==0.12.0 | accelerate==0.20.3
aiobotocore==2.5.0 | aiobotocore==2.5.2
annoy==1.17.2 | annoy==1.17.3
anyio==3.6.2 | anyio==3.7.0
array-record==0.2.0 | array-record==0.4.0
astroid==2.15.5 | astroid==2.15.6
astropy==5.3 | astropy==5.3.1
atpublic==3.1.2 | atpublic==4.0
beatrix-jupyterlab==2023.58.190319 | beatrix-jupyterlab==2023.621.222118
botocore==1.29.76 | botocore==1.29.161
cached-property==1.5.2 <
charset-normalizer==2.1.1 | charset-normalizer==3.1.0
chex==0.1.7 | chex==0.1.81
conda==23.3.1 | conda==23.5.0
conda_package_streaming==0.7.0 | conda_package_streaming==0.8.0
confection==0.0.4 | confection==0.1.0
contourpy==1.0.7 | contourpy==1.1.0
cryptography==40.0.2 | cryptography==41.0.1
Cython==0.29.34 | Cython==0.29.35
dask==2023.6.0 | dacite==1.8.1
dataclasses-json==0.5.8 | dask==2023.7.0
> dataclasses-json==0.5.9
datashader==0.15.0 | datashader==0.15.1
Deprecated==1.2.13 | Deprecated==1.2.14
distributed==2023.6.0 | distributed==2023.7.0
docker==6.1.1 | docker==6.1.3
earthengine-api==0.1.356 | earthengine-api==0.1.358
emoji==2.5.0 | emoji==2.6.0
en-core-web-lg==3.5.0 | en-core-web-lg==3.6.0
en-core-web-sm==3.5.0 | en-core-web-sm==3.6.0
etils==1.2.0 | etils==1.3.0
fastapi==0.95.1 | fastapi==0.98.0
fastjsonschema==2.16.3 | fastjsonschema==2.17.1
filelock==3.12.0 | filelock==3.12.2
fire==0.5.0 <
flatbuffers==23.3.3 | flatbuffers==23.5.26
flax==0.6.10 | flax==0.7.0
flit_core==3.8.0 | flit_core==3.9.0
fonttools==4.39.3 | fonttools==4.40.0
gcsfs==2023.5.0 | gcsfs==2023.6.0
google-api-core==1.33.2 | google-api-core==2.11.1
google-api-python-client==2.88.0 | google-api-python-client==2.92.0
google-auth==2.17.3 | google-auth==2.20.0
google-cloud-language==2.6.1 | google-cloud-language==2.10.1
google-cloud-monitoring==2.14.2 | google-cloud-monitoring==2.15.0
google-cloud-pubsub==2.16.1 | google-cloud-pubsub==2.17.1
google-cloud-pubsublite==1.8.1 | google-cloud-pubsublite==1.8.2
google-cloud-resource-manager==1.10.0 | google-cloud-resource-manager==1.10.1
google-cloud-spanner==3.33.0 | google-cloud-spanner==3.36.0
google-cloud-translate==3.8.4 | google-cloud-translate==3.11.2
google-cloud-videointelligence==2.8.3 | google-cloud-videointelligence==2.11.3
googleapis-common-protos==1.57.1 | googleapis-common-protos==1.59.1
grpcio-status==1.48.1 | grpcio-status==1.46.3
h2o==3.40.0.4 | h2o==3.42.0.1
h5py==3.8.0 | h5py==3.9.0
httptools==0.5.0 | httptools==0.6.0
huggingface-hub==0.15.1 | huggingface-hub==0.16.4
humanize==4.6.0 | humanize==4.7.0
ibis-framework==5.1.0 | ibis-framework==6.0.0
igraph==0.10.4 | igraph==0.10.5
imagecodecs==2023.3.16 | imagecodecs==2023.7.4
imageio==2.28.1 | imageio==2.31.1
implicit==0.5.2 | implicit==0.7.0
importlib-metadata==5.2.0 | importlib-metadata==6.7.0
ipydatawidgets==4.3.4 | ipydatawidgets==4.3.5
ipykernel==6.23.0 | ipykernel==6.23.3
ipython==8.13.2 | ipython==8.14.0
ipyvue==1.9.1 | ipyvue==1.9.2
Janome==0.4.2 | Janome==0.5.0
jax==0.4.8 | jax==0.4.13
jaxlib==0.4.7 | jaxlib==0.4.13
json5==0.9.11 | json5==0.9.14
jupyter_core==5.3.0 | jupyter_core==5.3.1
jupyter_server==2.5.0 | jupyter_server==2.6.0
jupyterlab==3.6.4 | jupyterlab==3.6.5
jupyterlab_server==2.22.1 | jupyterlab_server==2.23.0
jupytext==1.14.5 | jupytext==1.14.6
kaggle==1.5.13 | kaggle==1.5.15
> keras-cv==0.5.0
keyring==23.13.1 | keyring==24.2.0
kfp==1.8.21 | kfp==2.0.1
kfp-pipeline-spec==0.1.16 | kfp-pipeline-spec==0.2.2
kfp-server-api==1.8.5 | kfp-server-api==2.0.0
kubernetes==25.3.0 | kubernetes==26.1.0
libmambapy==1.4.2 | libmambapy==1.4.7
lightning-utilities==0.8.0 | lightning-utilities==0.9.0
llvmlite==0.40.0 | llvmlite==0.40.1
lxml==4.9.2 | lxml==4.9.3
mamba==1.4.2 | mamba==1.4.7
MarkupSafe==2.1.2 | MarkupSafe==2.1.3
matplotlib==3.6.3 | matplotlib==3.7.1
mdit-py-plugins==0.3.5 | mdit-py-plugins==0.4.0
ml-dtypes==0.1.0 | ml-dtypes==0.2.0
multipledispatch==0.6.0 | multipledispatch==1.0.0
nbformat==5.8.0 | nbformat==5.9.0
numba==0.57.0 | numba==0.57.1
opencv-contrib-python==4.7.0.72 | opencv-contrib-python==4.8.0.74
opencv-python==4.7.0.72 | opencv-python==4.8.0.74
opencv-python-headless==4.7.0.72 | opencv-python-headless==4.8.0.74
opentelemetry-api==1.17.0 | opentelemetry-api==1.18.0
opentelemetry-exporter-otlp==1.17.0 | opentelemetry-exporter-otlp==1.18.0
opentelemetry-exporter-otlp-proto-grpc==1.17.0 | opentelemetry-exporter-otlp-proto-common==1.18.0
opentelemetry-exporter-otlp-proto-http==1.17.0 | opentelemetry-exporter-otlp-proto-grpc==1.18.0
opentelemetry-proto==1.17.0 | opentelemetry-exporter-otlp-proto-http==1.18.0
opentelemetry-sdk==1.17.0 | opentelemetry-proto==1.18.0
opentelemetry-semantic-conventions==0.38b0 | opentelemetry-sdk==1.18.0
> opentelemetry-semantic-conventions==0.39b0
orbax-checkpoint==0.2.2 | orbax-checkpoint==0.2.7
orjson==3.8.12 | orjson==3.9.1
panel==1.1.0 | panel==1.2.0
path==16.6.0 | path==16.7.1
pathy==0.10.1 | pathy==0.10.2
platformdirs==3.5.0 | platformdirs==3.8.1
plotly==5.14.1 | plotly==5.15.0
polars==0.18.2 | polars==0.18.6
prettytable==3.7.0 | prettytable==3.8.0
prometheus-client==0.16.0 | prometheus-client==0.17.0
proto-plus==1.22.2 | proto-plus==1.22.3
pyaml==23.5.9 | pyaml==23.7.0
pydantic==1.10.7 | pydantic==1.10.9
pydicom==2.3.1 | pydicom==2.4.1
PyJWT==2.6.0 | PyJWT==2.7.0
pyOpenSSL==23.1.1 | pyOpenSSL==23.2.0
pypdf==3.9.1 | pypdf==3.12.0
pytest==7.3.2 | pytest==7.4.0
python-igraph==0.10.4 | python-igraph==0.10.5
python-lsp-server==1.7.3 | python-lsp-server==1.7.4
python-utils==3.6.0 | python-utils==3.7.0
pytorch-lightning==2.0.3 | pytorch-lightning==2.0.4
pyviz-comms==2.3.1 | pyviz-comms==2.3.2
PyYAML==5.4.1 | PyYAML==6.0
pyzmq==25.0.2 | pyzmq==25.1.0
rasterio==1.3.7 | rasterio==1.3.8
ray==2.4.0 | ray==2.5.1
ray-cpp==2.4.0 | ray-cpp==2.5.1
regex==2023.5.5 | regex==2023.6.3
requests==2.28.2 | requests==2.31.0
rich==13.3.5 | rich==13.4.2
rope==1.8.0 | rope==1.9.0
ruamel.yaml==0.17.24 | ruamel.yaml==0.17.32
scikit-image==0.20.0 | scikit-image==0.21.0
scipy==1.10.1 | scipy==1.11.1
semver==3.0.0 | semver==3.0.1
sentry-sdk==1.25.1 | sentry-sdk==1.27.1
shap==0.41.0 | shap==0.42.0
simpervisor==0.4 | simpervisor==1.0.0
spacy==3.5.3 | spacy==3.6.0
spaghetti==1.7.3 | spaghetti==1.7.4
SQLAlchemy==2.0.12 | SQLAlchemy==2.0.17
sqlglot==11.7.1 | sqlglot==17.3.0
starlette==0.26.1 | starlette==0.27.0
statsmodels==0.13.5 | statsmodels==0.14.0
strip-hints==0.1.10 <
tblib==1.7.0 | tblib==2.0.0
tensorboard-data-server==0.7.0 | tensorboard-data-server==0.7.1
tensorboard-plugin-profile==2.11.2 | tensorboard-plugin-profile==2.13.0
tensorflow-decision-forests==1.3.0 | tensorflow-decision-forests==1.4.0
tensorflow-probability==0.20.0 | tensorflow-probability==0.20.1
tensorstore==0.1.37 | tensorstore==0.1.40
torchmetrics==0.11.4 | torchmetrics==1.0.0
tornado==6.3.1 | tornado==6.3.2
tqdm==4.64.1 | tqdm==4.65.0
transformers==4.30.1 | transformers==4.30.2
tsfresh==0.20.0 | tsfresh==0.20.1
typer==0.7.0 | typer==0.9.0
typing_extensions==4.5.0 | typing_extensions==4.6.3
> typing-utils==0.1.0
> tzdata==2023.3
uri-template==1.2.0 | uri-template==1.3.0
wandb==0.15.4 | wandb==0.15.5
websocket-client==1.5.1 | websocket-client==1.6.0
wfdb==4.1.1 | wfdb==4.1.2
xarray==2023.5.0 | xarray==2023.6.0
xgboost==1.7.5 | xgboost==1.7.6
yapf==0.33.0 | yapf==0.40.1
yarl==1.9.1 | yarl==1.9.2
ydata-profiling==4.1.2 | ydata-profiling==4.3.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
binutils==2.34-6ubuntu1.4 | binutils==2.34-6ubuntu1.6
binutils-common:amd64==2.34-6ubuntu1.4 | binutils-common:amd64==2.34-6ubuntu1.6
binutils-x86-64-linux-gnu==2.34-6ubuntu1.4 | binutils-x86-64-linux-gnu==2.34-6ubuntu1.6
bsdutils==1:2.34-0.1ubuntu9.3 | bsdutils==1:2.34-0.1ubuntu9.4
ca-certificates==20211016ubuntu0.20.04.1 | ca-certificates==20230311ubuntu0.20.04.1
fdisk==2.34-0.1ubuntu9.3 | fdisk==2.34-0.1ubuntu9.4
gcsfuse==0.42.4 | gcsfuse==0.42.5
google-cloud-sdk==429.0.0-0 | google-cloud-sdk==436.0.0-0
libavahi-client3:amd64==0...
v134 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v134
== Comparing pip list --format=freeze ==
albumentations==1.3.0 | albumentations==1.3.1
altair==5.0.0 | altair==5.0.1
atpublic==3.1.1 | atpublic==3.1.2
bayespy==0.5.25 | bayespy==0.5.26
bokeh==2.4.3 | bokeh==3.1.1
dask==2023.5.0 | dask==2023.6.0
dataclasses-json==0.5.7 | dataclasses-json==0.5.8
datashader==0.14.4 | datashader==0.15.0
distributed==2023.5.0 | distributed==2023.6.0
earthengine-api==0.1.354 | earthengine-api==0.1.356
easyocr==1.6.2 | easyocr==1.7.0
emoji==2.2.0 | emoji==2.5.0
> exceptiongroup==1.1.1
Fiona==1.8.22 | Fiona==1.9.4.post1
fsspec==2023.5.0 | fsspec==2023.6.0
geopandas==0.13.0 | geopandas==0.13.2
geoviews==1.9.6 | geoviews==1.10.0
google-api-python-client==2.86.0 | google-api-python-client==2.88.0
holoviews==1.16.0 | holoviews==1.16.2
huggingface-hub==0.14.1 | huggingface-hub==0.15.1
ipydatawidgets==4.3.3 | iniconfig==2.0.0
> ipydatawidgets==4.3.4
ipyleaflet==0.17.2 | ipyleaflet==0.17.3
ipyvolume==0.6.1 | ipyvolume==0.6.3
ipyvue==1.9.0 | ipyvue==1.9.1
jax==0.4.10 | jax==0.4.8
jupyterlab==3.6.3 | jupyterlab==3.6.4
jupyterlab-lsp==4.1.0 | jupyterlab-lsp==4.2.0
Levenshtein==0.21.0 | Levenshtein==0.21.1
> linkify-it-py==2.0.2
mizani==0.9.1 | mizani==0.9.2
mne==1.4.0 | mne==1.4.2
munch==3.0.0 <
netCDF4==1.6.3 | netCDF4==1.6.4
opencv-contrib-python==4.5.4.60 | opencv-contrib-python==4.7.0.72
opencv-python==4.5.4.60 | opencv-python==4.7.0.72
opencv-python-headless==4.5.4.60 | opencv-python-headless==4.7.0.72
optuna==3.1.1 | optuna==3.2.0
orbax-checkpoint==0.2.3 | orbax-checkpoint==0.2.2
panel==0.14.4 | panel==1.1.0
polars==0.17.15 | polars==0.18.2
pypdf==3.9.0 | pypdf==3.9.1
pyproj==3.5.0 | pyproj==3.6.0
> pytest==7.3.2
python-Levenshtein==0.21.0 | python-Levenshtein==0.21.1
python-utils==3.5.2 | python-utils==3.6.0
pytorch-lightning==2.0.2 | pytorch-lightning==2.0.3
pyviz-comms==2.2.1 | pyviz-comms==2.3.1
quantecon==0.7.0 | quantecon==0.7.1
rapidfuzz==3.0.0 | rapidfuzz==3.1.1
rasterstats==0.18.0 | rasterstats==0.19.0
s3fs==2023.5.0 | s3fs==2023.6.0
sentry-sdk==1.24.0 | sentry-sdk==1.25.1
spaghetti==1.7.2 | spaghetti==1.7.3
tensorstore==0.1.36 | tensorstore==0.1.37
TPOT==0.11.7 | TPOT==0.12.0
transformers==4.29.2 | transformers==4.30.1
typing-inspect==0.8.0 | typing-inspect==0.9.0
ujson==5.7.0 | uc-micro-py==1.0.2
> ujson==5.8.0
wandb==0.15.3 | wandb==0.15.4
wasabi==1.1.1 | wasabi==1.1.2
Werkzeug==2.3.4 | Werkzeug==2.3.6
woodwork==0.23.0 | woodwork==0.24.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libssh-gcrypt-4:amd64==0.9.3-2ubuntu2.2 | libssh-gcrypt-4:amd64==0.9.3-2ubuntu2.3
v134 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v134
== Comparing pip list --format=freeze ==
anyio==3.6.2 | anyio==3.7.0
cachetools==5.3.0 | cachetools==5.3.1
cmake==3.26.3 | cmake==3.26.4
> exceptiongroup==1.1.1
filelock==3.12.0 | filelock==3.12.1
flatbuffers==23.5.9 | flatbuffers==23.5.26
fonttools==4.39.4 | fonttools==4.40.0
google-auth==2.18.1 | google-auth==2.19.1
grpcio==1.55.0 | grpcio==1.54.2
jupyter_server==2.5.0 | jupyter_server==2.6.0
jupyterlab==3.6.3 | jupyterlab==3.6.4
lit==16.0.5 | lit==16.0.5.post0
llvmlite==0.40.0 | llvmlite==0.40.1rc1
markdown-it-py==2.2.0 | markdown-it-py==3.0.0
MarkupSafe==2.1.2 | MarkupSafe==2.1.3
ml-dtypes==0.1.0 | ml-dtypes==0.2.0
nbformat==5.8.0 | nbformat==5.9.0
> overrides==7.3.1
pandas==2.0.1 | pandas==2.0.2
pip==22.0.4 | pip==23.0.1
platformdirs==3.5.1 | platformdirs==3.5.3
prometheus-client==0.16.0 | prometheus-client==0.17.0
pyzmq==25.0.2 | pyzmq==25.1.0
rich==13.3.5 | rich==13.4.2
sentry-sdk==1.24.0 | sentry-sdk==1.25.1
tensorstore==0.1.36 | tensorstore==0.1.37
typing_extensions==4.6.0 | typing_extensions==4.6.3
ujson==5.7.0 | ujson==5.8.0
websocket-client==1.5.2 | websocket-client==1.5.3
Werkzeug==2.3.4 | Werkzeug==2.3.6
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libpq-dev==13.10-0+deb11u1 | libpq-dev==13.11-0+deb11u1
libpq5:amd64==13.10-0+deb11u1 | libpq5:amd64==13.11-0+deb11u1
libwebp-dev:amd64==0.6.1-2.1 | libwebp-dev:amd64==0.6.1-2.1+deb11u1
libwebp6:amd64==0.6.1-2.1 | libwebp6:amd64==0.6.1-2.1+deb11u1
libwebpdemux2:amd64==0.6.1-2.1 | libwebpdemux2:amd64==0.6.1-2.1+deb11u1
libwebpmux3:amd64==0.6.1-2.1 | libwebpmux3:amd64==0.6.1-2.1+deb11u1
linux-libc-dev:amd64==5.10.178-3 | linux-libc-dev:amd64==5.10.179-1