Releases: Kaggle/docker-python
v126 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v126
== Comparing pip list --format=freeze ==
altair==4.2.0 | altair==4.2.2
astroid==2.13.3 | astroid==2.13.4
boto3==1.26.54 | boto3==1.26.60
botocore==1.29.54 | botocore==1.29.60
cmdstanpy==1.0.8 | cmdstanpy==1.1.0
earthengine-api==0.1.337 | earthengine-api==0.1.338
Fiona==1.8.22 | Fiona==1.9.0
flax==0.6.3 | flax==0.6.4
funcy==1.17 | funcy==1.18
geojson==2.5.0 | geojson==3.0.0
google-api-core==1.33.2 | google-api-core==1.31.5
h5py==3.7.0 | h5py==3.8.0
holidays==0.18 | holidays==0.19
humanize==4.4.0 | humanize==4.5.0
igraph==0.10.3 | igraph==0.10.4
ipyvolume==0.5.2 | ipyvolume==0.6.0
iso3166==2.1.1 | isort==5.11.5
isort==5.11.4 <
kaggle-environments==1.11.2 | kaggle-environments==1.12.0
lightning-utilities==0.5.0 | lightning-utilities==0.6.0.post0
mapclassify==2.5.0 | mapclassify==23.1
nnabla==1.32.1 | nnabla==1.33.0
nnabla-ext-cuda110==1.32.1 | nnabla-ext-cuda110==1.33.0
onnx==1.13.0 | onnx==1.12.0
plotly==5.12.0 | plotly==5.13.0
> ply==3.11
protobuf==3.20.3 | protobuf==3.19.4
> pycolmap==0.3.0
pycountry==22.3.5 <
pyct==0.4.8 | pyct==0.5.0
pydash==5.1.2 <
Pygments==2.12.0 | Pygments==2.14.0
pypdf==3.2.1 | pypdf==3.3.0
python-igraph==0.10.3 | python-igraph==0.10.4
pytoolconfig==1.2.4 | pytoolconfig==1.2.5
quilt3==5.1.0 | quilt3==5.1.1
sentry-sdk==1.13.0 | sentry-sdk==1.14.0
spacy-legacy==3.0.11 | spacy-legacy==3.0.12
torchmetrics==0.11.0 | torchmetrics==0.11.1
whatthepatch==1.0.3 | whatthepatch==1.0.4
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
v126 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v126
== Comparing pip list --format=freeze ==
bleach==5.0.1 | bleach==6.0.0
cachetools==5.2.1 | cachetools==5.3.0
cloud-tpu-client==0.10 <
debugpy==1.6.5 | debugpy==1.6.6
google-api-core==1.34.0 <
google-api-python-client==1.8.0 <
google-auth-httplib2==0.1.0 <
h5py==3.7.0 | h5py==3.8.0
httplib2==0.21.0 <
ipykernel==6.20.2 | ipykernel==6.21.0
ipython==8.8.0 | ipython==8.9.0
isort==5.11.4 | isort==5.12.0
jmp==0.0.3 | jmp==0.0.4
jupyter_client==7.4.9 | jupyter_client==8.0.2
jupyter_core==5.1.3 | jupyter_core==5.2.0
jupyterlab==3.5.2 | jupyterlab==3.5.3
libtpu-nightly==0.1.dev20220930 | libtpu-nightly==0.1.dev20211015
nbclassic==0.4.8 | nbclassic==0.5.1
nbconvert==7.2.8 | nbconvert==7.2.9
nvidia-cublas-cu11==11.10.3.66 <
nvidia-cuda-nvrtc-cu11==11.7.99 <
nvidia-cuda-runtime-cu11==11.7.99 <
nvidia-cudnn-cu11==8.5.0.96 <
oauth2client==4.1.3 <
prometheus-client==0.15.0 | prometheus-client==0.16.0
pytoolconfig==1.2.4 | pytoolconfig==1.2.5
sentry-sdk==1.13.0 | sentry-sdk==1.14.0
tensorflow-io-gcs-filesystem==0.29.0 | tensorflow-io-gcs-filesystem==0.30.0
torch==1.13.0 | torch==1.10.0
torch-xla==1.13 | torch-xla==1.10
torchaudio==0.13.0 | torchaudio==0.10.0
torchtext==0.14.0 | torchtext==0.11.0
torchvision==0.14.0 | torchvision==0.11.1
traitlets==5.8.1 | traitlets==5.9.0
uritemplate==3.0.1 <
websocket-client==1.4.2 | websocket-client==1.5.0
whatthepatch==1.0.3 | whatthepatch==1.0.4
zipp==3.11.0 | zipp==3.12.0
== 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
v126 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v126
== Comparing pip list --format=freeze ==
altair==4.2.0 | altair==4.2.2
boto3==1.26.54 | boto3==1.26.60
botocore==1.29.54 | botocore==1.29.60
cmdstanpy==1.0.8 | cmdstanpy==1.1.0
earthengine-api==0.1.337 | earthengine-api==0.1.338
Fiona==1.8.22 | Fiona==1.9.0
flax==0.6.3 | flax==0.6.4
funcy==1.17 | funcy==1.18
geojson==2.5.0 | geojson==3.0.0
google-api-core==1.33.2 | google-api-core==1.31.6
h5py==3.7.0 | h5py==3.8.0
holidays==0.18 | holidays==0.19
humanize==4.4.0 | humanize==4.5.0
igraph==0.10.3 | igraph==0.10.4
ipyvolume==0.5.2 | ipyvolume==0.6.0
iso3166==2.1.1 | isort==5.11.5
isort==5.11.4 <
kaggle-environments==1.11.2 | kaggle-environments==1.12.0
lightning-utilities==0.5.0 | lightning-utilities==0.6.0.post0
mapclassify==2.5.0 | mapclassify==23.1
nnabla==1.32.1 | nnabla==1.33.0
onnx==1.13.0 | onnx==1.12.0
plotly==5.12.0 | plotly==5.13.0
> ply==3.11
protobuf==3.20.3 | protobuf==3.19.4
> pycolmap==0.3.0
pycountry==22.3.5 <
pyct==0.4.8 | pyct==0.5.0
pydash==5.1.2 <
Pygments==2.12.0 | Pygments==2.14.0
pypdf==3.2.1 | pypdf==3.3.0
python-igraph==0.10.3 | python-igraph==0.10.4
pytoolconfig==1.2.4 | pytoolconfig==1.2.5
quilt3==5.1.0 | quilt3==5.1.1
sentry-sdk==1.13.0 | sentry-sdk==1.14.0
spacy-legacy==3.0.11 | spacy-legacy==3.0.12
torchmetrics==0.11.0 | torchmetrics==0.11.1
whatthepatch==1.0.3 | whatthepatch==1.0.4
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
v125 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v125
== Comparing pip list --format=freeze ==
affine==2.3.1 | affine==2.4.0
alembic==1.9.1 | alembic==1.9.2
astroid==2.12.13 | astroid==2.13.3
autopage==0.5.1 <
boto3==1.26.43 | boto3==1.26.54
botocore==1.29.43 | botocore==1.29.54
category-encoders==2.5.1.post0 | category-encoders==2.6.0
cliff==3.10.1 <
cmaes==0.9.0 | cmaes==0.9.1
cmd2==2.4.2 <
confection==0.0.3 | confection==0.0.4
Cython==0.29.32 | Cython==0.29.33
dipy==1.5.0 | dipy==1.6.0
earthengine-api==0.1.335 | earthengine-api==0.1.337
fastapi==0.88.0 | fastapi==0.89.1
fsspec==2022.11.0 | fsspec==2023.1.0
geoviews==1.9.5 | geoviews==1.9.6
h2o==3.38.0.3 | h2o==3.38.0.4
holoviews==1.15.3 | holoviews==1.15.4
importlib-metadata==4.13.0 | importlib-metadata==6.0.0
iniconfig==1.1.1 | iniconfig==2.0.0
mapclassify==2.4.3 | mapclassify==2.5.0
MarkupSafe==2.1.1 | MarkupSafe==2.1.2
matplotlib==3.5.3 | matplotlib==3.5.2
mock==5.0.0 | mock==5.0.1
nilearn==0.9.2 | nilearn==0.10.0
nnabla==1.32.0 | nnabla==1.32.1
optuna==3.0.5 | optuna==3.1.0
packaging==22.0 | packaging==23.0
pandarallel==1.6.3 | pandarallel==1.6.4
pbr==5.11.0 <
PDPbox==0.2.1 <
plotly==5.11.0 | plotly==5.12.0
portalocker==2.6.0 | portalocker==2.7.0
pydocstyle==6.2.2 | pydocstyle==6.2.3
pylint==2.15.9 | pylint==2.15.10
pypdf==3.2.0 | pypdf==3.2.1
pyperclip==1.8.2 <
pytest==7.2.0 | pytest==7.2.1
python-dotenv==0.21.0 | python-dotenv==0.21.1
python-lsp-server==1.7.0 | python-lsp-server==1.7.1
pytorch-lightning==1.8.6 | pytorch-lightning==1.9.0
rope==1.6.0 | rope==1.7.0
s3fs==2022.11.0 | s3fs==2023.1.0
scattertext==0.1.10 | scattertext==0.1.11
sentry-sdk==1.12.1 | sentry-sdk==1.13.0
sklearn==0.0.post1 <
stevedore==3.5.2 <
> timm==0.6.12
traceml==1.0.3 | traceml==1.0.7
urllib3==1.26.13 | urllib3==1.26.14
vtk==9.2.4 | vtk==9.2.5
== 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
v125 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v125
== Comparing pip list --format=freeze ==
affine==2.3.1 | affine==2.4.0
alembic==1.9.1 | alembic==1.9.2
astroid==2.12.13 | astroid==2.13.3
autopage==0.5.1 <
boto3==1.26.43 | boto3==1.26.54
botocore==1.29.44 | botocore==1.29.54
category-encoders==2.5.1.post0 | category-encoders==2.6.0
cliff==3.10.1 <
cmaes==0.9.0 | cmaes==0.9.1
cmd2==2.4.2 <
confection==0.0.3 | confection==0.0.4
cupy-cuda110==11.4.0 | cupy-cuda110==11.5.0
Cython==0.29.32 | Cython==0.29.33
dipy==1.5.0 | dipy==1.6.0
earthengine-api==0.1.335 | earthengine-api==0.1.337
fastapi==0.88.0 | fastapi==0.89.1
fsspec==2022.11.0 | fsspec==2023.1.0
geoviews==1.9.5 | geoviews==1.9.6
h2o==3.38.0.3 | h2o==3.38.0.4
holoviews==1.15.3 | holoviews==1.15.4
importlib-metadata==4.13.0 | importlib-metadata==6.0.0
iniconfig==1.1.1 | iniconfig==2.0.0
mapclassify==2.4.3 | mapclassify==2.5.0
MarkupSafe==2.1.1 | MarkupSafe==2.1.2
matplotlib==3.5.3 | matplotlib==3.5.2
mock==5.0.0 | mock==5.0.1
nilearn==0.9.2 | nilearn==0.10.0
nnabla==1.32.0 | nnabla==1.32.1
nnabla-ext-cuda110==1.32.0 | nnabla-ext-cuda110==1.32.1
optuna==3.0.5 | optuna==3.1.0
packaging==22.0 | packaging==23.0
pandarallel==1.6.3 | pandarallel==1.6.4
pbr==5.11.0 <
PDPbox==0.2.1 <
plotly==5.11.0 | plotly==5.12.0
portalocker==2.6.0 | portalocker==2.7.0
pydocstyle==6.2.2 | pydocstyle==6.2.3
pylint==2.15.9 | pylint==2.15.10
pypdf==3.2.0 | pypdf==3.2.1
pyperclip==1.8.2 <
pytest==7.2.0 | pytest==7.2.1
python-dotenv==0.21.0 | python-dotenv==0.21.1
python-lsp-server==1.7.0 | python-lsp-server==1.7.1
pytorch-lightning==1.8.6 | pytorch-lightning==1.9.0
rope==1.6.0 | rope==1.7.0
s3fs==2022.11.0 | s3fs==2023.1.0
scattertext==0.1.10 | scattertext==0.1.11
sentry-sdk==1.12.1 | sentry-sdk==1.13.0
sklearn==0.0.post1 <
stevedore==3.5.2 <
> timm==0.6.12
traceml==1.0.3 | traceml==1.0.7
urllib3==1.26.13 | urllib3==1.26.14
vtk==9.2.4 | vtk==9.2.5
== 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
v125 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v125
== Comparing pip list --format=freeze ==
absl-py==1.3.0 | absl-py==1.4.0
astroid==2.12.13 | astroid==2.13.3
cachetools==5.2.0 | cachetools==5.2.1
charset-normalizer==2.1.1 | charset-normalizer==3.0.1
contourpy==1.0.6 | contourpy==1.0.7
debugpy==1.6.4 | debugpy==1.6.5
etils==0.9.0 | etils==1.0.0
google-auth==2.15.0 | google-auth==2.16.0
googleapis-common-protos==1.57.1 | googleapis-common-protos==1.58.0
ipykernel==6.19.4 | ipykernel==6.20.2
jmp==0.0.2 | jmp==0.0.3
jupyter_client==7.4.8 | jupyter_client==7.4.9
jupyter_core==5.1.2 | jupyter_core==5.1.3
jupyter-events==0.5.0 | jupyter-events==0.6.3
jupyter_server==2.0.6 | jupyter_server==2.1.0
jupyter_server_terminals==0.4.3 | jupyter_server_terminals==0.4.4
jupyterlab_server==2.18.0 | jupyterlab_server==2.19.0
libclang==14.0.6 | libclang==15.0.6.1
MarkupSafe==2.1.1 | MarkupSafe==2.1.2
matplotlib==3.6.2 | matplotlib==3.6.3
nbconvert==7.2.7 | nbconvert==7.2.8
nbformat==5.7.1 | nbformat==5.7.3
packaging==22.0 | packaging==23.0
pandas==1.5.2 | pandas==1.5.3
pydocstyle==6.2.2 | pydocstyle==6.2.3
pylint==2.15.9 | pylint==2.15.10
python-lsp-server==1.7.0 | python-lsp-server==1.7.1
pytz==2022.7 | pytz==2022.7.1
pyzmq==24.0.1 | pyzmq==25.0.0
requests==2.28.1 | requests==2.28.2
rope==1.6.0 | rope==1.7.0
sentry-sdk==1.12.1 | sentry-sdk==1.13.0
tensorboard==2.11.0 | tensorboard==2.11.2
tensorflow-datasets==4.8.1 | tensorflow-datasets==4.8.2
traitlets==5.8.0 | traitlets==5.8.1
ujson==5.6.0 | ujson==5.7.0
urllib3==1.26.13 | urllib3==1.26.14
wcwidth==0.2.5 | wcwidth==0.2.6
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libksba8:amd64==1.5.0-3+deb11u1 | libksba8:amd64==1.5.0-3+deb11u2
v124 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v124
== Comparing pip list --format=freeze ==
aiobotocore==2.4.1 | aiobotocore==2.4.2
alembic==1.8.1 | alembic==1.9.1
bayespy==0.5.24 | bayespy==0.5.25
bidict==0.22.0 | bidict==0.22.1
boto3==1.26.23 | boto3==1.26.43
botocore==1.29.23 | botocore==1.29.43
certifi==2022.9.24 | certifi==2022.12.7
click==8.0.4 | click==8.1.3
cmudict==1.0.2 | cmudict==1.0.13
cytoolz==0.12.0 | cytoolz==0.12.1
earthengine-api==0.1.334 | earthengine-api==0.1.335
ecos==2.0.10 | ecos==2.0.12
ephem==4.1.3 | ephem==4.1.4
exceptiongroup==1.0.4 | etils==0.9.0
> exceptiongroup==1.1.0
fire==0.4.0 | fitter==1.5.2
fitter==1.5.1 <
flax==0.6.2 | flax==0.6.3
folium==0.13.0 | folium==0.14.0
google-api-core==1.34.0 | google-api-core==1.33.2
holidays==0.17.2 | holidays==0.18
holoviews==1.15.2 | holoviews==1.15.3
igraph==0.10.2 | igraph==0.10.3
imbalanced-learn==0.9.0 | imbalanced-learn==0.10.1
importlib-resources==5.8.0 | importlib-resources==5.10.2
isort==5.10.1 | isort==5.11.4
kaggle-environments==1.10.3 | kaggle-environments==1.11.2
lazy-object-proxy==1.8.0 | lazy-object-proxy==1.9.0
Levenshtein==0.20.8 | Levenshtein==0.20.9
lightning-utilities==0.3.0 | lightning-utilities==0.5.0
line-profiler==4.0.1 | line-profiler==4.0.2
lmdb==1.3.0 | lmdb==1.4.0
lxml==4.9.1 | lxml==4.9.2
mne==1.2.3 | mne==1.3.0
mock==4.0.3 | mock==5.0.0
mpld3==0.5.8 | mpld3==0.5.9
nltk==3.7 | nltk==3.8.1
nnabla==1.31.0 | nnabla==1.32.0
onnx==1.12.0 | onnx==1.13.0
optuna==3.0.4 | optuna==3.0.5
> orbax==0.1.0
packaging==21.3 | packaging==22.0
panel==0.14.1 | panel==0.14.2
param==1.12.2 | param==1.12.3
pathy==0.10.0 | pathy==0.10.1
pdf2image==1.16.0 | pdf2image==1.16.2
protobuf==3.19.4 | protobuf==3.20.3
pybind11==2.10.1 | pybind11==2.10.3
pydocstyle==6.1.1 | pydocstyle==6.2.2
pygeos==0.13 | pygeos==0.14
pylint==2.15.8 | pylint==2.15.9
PyMeeus==0.5.11 | PyMeeus==0.5.12
pyPdf==1.13 | pypdf==3.2.0
python-igraph==0.10.2 | python-igraph==0.10.3
python-Levenshtein==0.20.8 | python-Levenshtein==0.20.9
python-lsp-server==1.6.0 | python-lsp-server==1.7.0
pytoolconfig==1.2.2 | pytoolconfig==1.2.4
pytorch-lightning==1.8.3.post1 | pytorch-lightning==1.8.6
quantecon==0.5.3 | quantecon==0.6.0
quilt3==5.0.0 | quilt3==5.1.0
rapidfuzz==2.13.3 | rapidfuzz==2.13.7
ray==2.1.0 | ray==2.2.0
rope==1.5.1 | rope==1.6.0
scattertext==0.1.9 | scattertext==0.1.10
sentry-sdk==1.11.1 | sentry-sdk==1.12.1
SimpleITK==2.2.0 | SimpleITK==2.2.1
simplejson==3.18.0 | simplejson==3.18.1
smart-open==5.2.1 | smart-open==6.3.0
spacy==3.3.1 | spacy==3.3.2
spacy-legacy==3.0.10 | spacy-legacy==3.0.11
spacy-loggers==1.0.3 | spacy-loggers==1.0.4
tbb==2021.7.1 | tbb==2021.8.0
tsfresh==0.19.0 | tsfresh==0.20.0
vaex-core==4.16.0 | vaex-core==4.16.1
vtk==9.2.2 | vtk==9.2.4
Wand==0.6.10 | Wand==0.6.11
wslink==1.9.1 <
xxhash==3.1.0 | xxhash==3.2.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
> git-lfs==2.9.2-1
xserver-common==2:1.20.13-1ubuntu1~20.04.4 | xserver-common==2:1.20.13-1ubuntu1~20.04.5
xvfb==2:1.20.13-1ubuntu1~20.04.4 | xvfb==2:1.20.13-1ubuntu1~20.04.5
v124 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v124
== Comparing pip list --format=freeze ==
aiobotocore==2.4.1 | aiobotocore==2.4.2
alembic==1.8.1 | alembic==1.9.1
bayespy==0.5.24 | bayespy==0.5.25
bidict==0.22.0 | bidict==0.22.1
boto3==1.26.23 | boto3==1.26.43
botocore==1.29.23 | botocore==1.29.44
certifi==2022.9.24 | certifi==2022.12.7
click==8.0.4 | click==8.1.3
cmudict==1.0.2 | cmudict==1.0.13
cupy-cuda110==11.3.0 | cupy-cuda110==11.4.0
earthengine-api==0.1.334 | earthengine-api==0.1.335
ecos==2.0.10 | ecos==2.0.12
ephem==4.1.3 | ephem==4.1.4
exceptiongroup==1.0.4 | etils==0.9.0
> exceptiongroup==1.1.0
fire==0.4.0 | fitter==1.5.2
fitter==1.5.1 <
flax==0.6.2 | flax==0.6.3
folium==0.13.0 | folium==0.14.0
google-api-core==1.34.0 | google-api-core==1.33.2
holidays==0.17.2 | holidays==0.18
holoviews==1.15.2 | holoviews==1.15.3
igraph==0.10.2 | igraph==0.10.3
imbalanced-learn==0.9.0 | imbalanced-learn==0.10.1
importlib-resources==5.8.0 | importlib-resources==5.10.2
isort==5.10.1 | isort==5.11.4
kaggle-environments==1.10.3 | kaggle-environments==1.11.2
lazy-object-proxy==1.8.0 | lazy-object-proxy==1.9.0
Levenshtein==0.20.8 | Levenshtein==0.20.9
lightning-utilities==0.3.0 | lightning-utilities==0.5.0
line-profiler==4.0.1 | line-profiler==4.0.2
lmdb==1.3.0 | lmdb==1.4.0
lxml==4.9.1 | lxml==4.9.2
mne==1.2.3 | mne==1.3.0
mock==4.0.3 | mock==5.0.0
mpld3==0.5.8 | mpld3==0.5.9
nltk==3.7 | nltk==3.8.1
nnabla==1.31.0 | nnabla==1.32.0
nnabla-ext-cuda110==1.31.0 | nnabla-ext-cuda110==1.32.0
onnx==1.12.0 | onnx==1.13.0
optuna==3.0.4 | optuna==3.0.5
> orbax==0.1.0
packaging==21.3 | packaging==22.0
panel==0.14.1 | panel==0.14.2
param==1.12.2 | param==1.12.3
pathy==0.10.0 | pathy==0.10.1
pdf2image==1.16.0 | pdf2image==1.16.2
protobuf==3.19.4 | protobuf==3.20.3
pybind11==2.10.1 | pybind11==2.10.3
pydocstyle==6.1.1 | pydocstyle==6.2.2
pygeos==0.13 | pygeos==0.14
pylint==2.15.8 | pylint==2.15.9
PyMeeus==0.5.11 | PyMeeus==0.5.12
pyPdf==1.13 | pypdf==3.2.0
python-igraph==0.10.2 | python-igraph==0.10.3
python-Levenshtein==0.20.8 | python-Levenshtein==0.20.9
python-lsp-server==1.6.0 | python-lsp-server==1.7.0
pytoolconfig==1.2.2 | pytoolconfig==1.2.4
pytorch-lightning==1.8.3.post1 | pytorch-lightning==1.8.6
quantecon==0.5.3 | quantecon==0.6.0
quilt3==5.0.0 | quilt3==5.1.0
rapidfuzz==2.13.3 | rapidfuzz==2.13.7
ray==2.1.0 | ray==2.2.0
rope==1.5.1 | rope==1.6.0
scattertext==0.1.9 | scattertext==0.1.10
sentry-sdk==1.11.1 | sentry-sdk==1.12.1
SimpleITK==2.2.0 | SimpleITK==2.2.1
simplejson==3.18.0 | simplejson==3.18.1
smart-open==5.2.1 | smart-open==6.3.0
spacy==3.3.1 | spacy==3.3.2
spacy-legacy==3.0.10 | spacy-legacy==3.0.11
spacy-loggers==1.0.3 | spacy-loggers==1.0.4
tbb==2021.7.1 | tbb==2021.8.0
tsfresh==0.19.0 | tsfresh==0.20.0
vaex-core==4.16.0 | vaex-core==4.16.1
vtk==9.2.2 | vtk==9.2.4
Wand==0.6.10 | Wand==0.6.11
wslink==1.9.1 <
xxhash==3.1.0 | xxhash==3.2.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
> git-lfs==2.9.2-1
xserver-common==2:1.20.13-1ubuntu1~20.04.4 | xserver-common==2:1.20.13-1ubuntu1~20.04.5
xvfb==2:1.20.13-1ubuntu1~20.04.4 | xvfb==2:1.20.13-1ubuntu1~20.04.5
v124 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v124
== Comparing pip list --format=freeze ==
appdirs==1.4.4 <
> arrow==1.2.3
attrs==22.1.0 | attrs==22.2.0
> comm==0.1.2
dm-tree==0.1.7 | dm-tree==0.1.8
flake8==5.0.4 | flake8==6.0.0
> fqdn==1.5.1
GitPython==3.1.29 | GitPython==3.1.30
googleapis-common-protos==1.57.0 | googleapis-common-protos==1.57.1
importlib-metadata==5.1.0 | importlib-metadata==6.0.0
importlib-resources==5.10.0 | importlib-resources==5.10.2
ipykernel==6.17.1 | ipykernel==6.19.4
ipython==8.7.0 | ipython==8.8.0
isort==5.10.1 | isoduration==20.11.0
> isort==5.11.4
json5==0.9.10 | json5==0.9.11
> jsonpointer==2.3
jupyter_core==5.1.0 | jupyter_core==5.1.2
> jupyter-events==0.5.0
jupyter-server==1.23.3 | jupyter_server==2.0.6
jupyterlab==3.5.1 | jupyter_server_terminals==0.4.3
> jupyterlab==3.5.2
jupyterlab_server==2.16.3 | jupyterlab_server==2.18.0
lazy-object-proxy==1.8.0 | lazy-object-proxy==1.9.0
nbconvert==7.2.6 | nbconvert==7.2.7
nbformat==5.7.0 | nbformat==5.7.1
numpy==1.23.5 | numpy==1.24.1
packaging==21.3 | packaging==22.0
Pillow==9.3.0 | Pillow==9.4.0
platformdirs==2.5.4 | platformdirs==2.6.2
prompt-toolkit==3.0.33 | prompt-toolkit==3.0.36
pycodestyle==2.9.1 | pycodestyle==2.10.0
pydocstyle==6.1.1 | pydocstyle==6.2.2
pyflakes==2.5.0 | pyflakes==3.0.1
Pygments==2.13.0 | Pygments==2.14.0
pylint==2.15.8 | pylint==2.15.9
pyrsistent==0.19.2 | pyrsistent==0.19.3
> python-json-logger==2.0.4
python-lsp-server==1.6.0 | python-lsp-server==1.7.0
pytoolconfig==1.2.2 | pytoolconfig==1.2.4
pytz==2022.6 | pytz==2022.7
> rfc3339-validator==0.1.4
> rfc3986-validator==0.1.1
rope==1.5.1 | rope==1.6.0
scipy==1.9.3 | scipy==1.10.0
sentry-sdk==1.11.1 | sentry-sdk==1.12.1
tensorflow-datasets==4.7.0 | tensorflow-datasets==4.8.1
tensorflow-io-gcs-filesystem==0.28.0 | tensorflow-io-gcs-filesystem==0.29.0
tensorflow-probability==0.18.0 | tensorflow-probability==0.19.0
termcolor==2.1.1 | termcolor==2.2.0
traitlets==5.6.0 | traitlets==5.8.0
> uri-template==1.2.0
> webcolors==1.12
== 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==11.1+deb11u5 | base-files==11.1+deb11u6
krb5-multidev:amd64==1.18.3-6+deb11u2 | krb5-multidev:amd64==1.18.3-6+deb11u3
libgssapi-krb5-2:amd64==1.18.3-6+deb11u2 | libgssapi-krb5-2:amd64==1.18.3-6+deb11u3
libgssrpc4:amd64==1.18.3-6+deb11u2 | libgssrpc4:amd64==1.18.3-6+deb11u3
libk5crypto3:amd64==1.18.3-6+deb11u2 | libk5crypto3:amd64==1.18.3-6+deb11u3
libkadm5clnt-mit12:amd64==1.18.3-6+deb11u2 | libkadm5clnt-mit12:amd64==1.18.3-6+deb11u3
libkadm5srv-mit12:amd64==1.18.3-6+deb11u2 | libkadm5srv-mit12:amd64==1.18.3-6+deb11u3
libkdb5-10:amd64==1.18.3-6+deb11u2 | libkdb5-10:amd64==1.18.3-6+deb11u3
libkrb5-3:amd64==1.18.3-6+deb11u2 | libkrb5-3:amd64==1.18.3-6+deb11u3
libkrb5-dev:amd64==1.18.3-6+deb11u2 | libkrb5-dev:amd64==1.18.3-6+deb11u3
libkrb5support0:amd64==1.18.3-6+deb11u2 | libkrb5support0:amd64==1.18.3-6+deb11u3
libmariadb-dev==1:10.5.15-0+deb11u1 | libmariadb-dev==1:10.5.18-0+deb11u1
libmariadb-dev-compat:amd64==1:10.5.15-0+deb11u1 | libmariadb-dev-compat:amd64==1:10.5.18-0+deb11u1
libmariadb3:amd64==1:10.5.15-0+deb11u1 | libmariadb3:amd64==1:10.5.18-0+deb11u1
libopenexr-dev==2.5.4-2 | libopenexr-dev==2.5.4-2+deb11u1
libopenexr25:amd64==2.5.4-2 | libopenexr25:amd64==2.5.4-2+deb11u1
libpq-dev==13.8-0+deb11u1 | libpq-dev==13.9-0+deb11u1
libpq5:amd64==13.8-0+deb11u1 | libpq5:amd64==13.9-0+deb11u1
libtasn1-6:amd64==4.16.0-2 | libtasn1-6:amd64==4.16.0-2+deb11u1
linux-libc-dev:amd64==5.10.149-2 | linux-libc-dev:amd64==5.10.158-2
mariadb-common==1:10.5.15-0+deb11u1 | mariadb-common==1:10.5.18-0+deb11u1
v123 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v123
== Comparing pip list --format=freeze ==
anyio==3.6.1 | anyio==3.6.2
> appdirs==1.4.4
astroid==2.12.11 | astroid==2.12.13
asttokens==2.0.8 | asttokens==2.2.1
Babel==2.10.3 | Babel==2.11.0
> cloud-tpu-client==0.10
colorama==0.4.5 | colorama==0.4.6
contourpy==1.0.5 | contourpy==1.0.6
debugpy==1.6.3 | debugpy==1.6.4
dill==0.3.5.1 | dill==0.3.6
dm-haiku==0.0.9.dev0 | dm-haiku==0.0.10.dev0
> docstring-to-markdown==0.11
etils==0.8.0 | etils==0.9.0
executing==1.1.1 | executing==1.2.0
flake8==4.0.1 | flake8==5.0.4
fonttools==4.37.4 | fonttools==4.38.0
gitdb==4.0.9 | gitdb==4.0.10
google-auth==2.13.0 | google-api-core==1.34.0
> google-api-python-client==1.8.0
> google-auth==2.15.0
> google-auth-httplib2==0.1.0
googleapis-common-protos==1.56.4 | googleapis-common-protos==1.57.0
grpcio==1.50.0 | grpcio==1.51.1
> httplib2==0.21.0
importlib-metadata==5.0.0 | importlib-metadata==5.1.0
ipykernel==6.16.0 | ipykernel==6.17.1
ipython==8.5.0 | ipython==8.7.0
jedi==0.18.1 | jedi==0.18.2
jsonschema==4.16.0 | jsonschema==4.17.3
jupyter_client==7.4.2 | jupyter_client==7.4.8
jupyter-core==4.11.1 | jupyter_core==5.1.0
jupyter-server==1.21.0 | jupyter-server==1.23.3
jupyterlab==3.4.8 | jupyterlab==3.5.1
jupyterlab_server==2.16.0 | jupyterlab_server==2.16.3
keras==2.10.0 | keras==2.11.0
Keras-Preprocessing==1.1.2 <
lazy-object-proxy==1.7.1 | lazy-object-proxy==1.8.0
libtpu-nightly==0.1.dev20220303 | libtpu-nightly==0.1.dev20220930
matplotlib==3.6.1 | matplotlib==3.6.2
mccabe==0.6.1 | mccabe==0.7.0
nbclassic==0.4.5 | nbclassic==0.4.8
nbclient==0.7.0 | nbclient==0.7.2
nbconvert==7.2.1 | nbconvert==7.2.6
notebook==6.5.1 | notebook==6.5.2
notebook_shim==0.2.0 | notebook_shim==0.2.2
numpy==1.23.4 | numpy==1.23.5
> nvidia-cublas-cu11==11.10.3.66
> nvidia-cuda-nvrtc-cu11==11.7.99
> nvidia-cuda-runtime-cu11==11.7.99
> nvidia-cudnn-cu11==8.5.0.96
> oauth2client==4.1.3
optax==0.1.3 | optax==0.1.4
pandas==1.5.0 | pandas==1.5.2
Pillow==9.2.0 | Pillow==9.3.0
platformdirs==2.5.2 | platformdirs==2.5.4
prompt-toolkit==3.0.31 | prompt-toolkit==3.0.33
psutil==5.9.3 | psutil==5.9.4
pycodestyle==2.8.0 | pycodestyle==2.9.1
pyflakes==2.4.0 | pyflakes==2.5.0
pylint==2.15.4 | pylint==2.15.8
pyrsistent==0.18.1 | pyrsistent==0.19.2
python-lsp-server==1.5.0 | python-lsp-server==1.6.0
pytz==2022.5 | pytz==2022.6
rope==1.3.0 | rope==1.5.1
scipy==1.9.2 | scipy==1.9.3
sentry-sdk==1.9.10 | sentry-sdk==1.11.1
shortuuid==1.0.9 | shortuuid==1.0.11
stack-data==0.5.1 | stack-data==0.6.2
tensorboard==2.10.1 | tensorboard==2.11.0
tensorflow==2.10.0 | tensorflow==2.11.0
tensorflow-estimator==2.10.0 | tensorflow-estimator==2.11.0
tensorflow-io-gcs-filesystem==0.27.0 | tensorflow-io-gcs-filesystem==0.28.0
tensorflow-metadata==1.10.0 | tensorflow-metadata==1.12.0
tensorflow-text==2.10.0 | tensorflow-text==2.11.0
termcolor==2.0.1 | termcolor==2.1.1
terminado==0.16.0 | terminado==0.17.1
tomlkit==0.11.5 | tomlkit==0.11.6
torch==1.11.0 | torch==1.13.0
torch-xla==1.11 | torch-xla==1.13
torchaudio==0.11.0 | torchaudio==0.13.0
torchtext==0.12.0 | torchtext==0.14.0
torchvision==0.12.0 | torchvision==0.14.0
traitlets==5.5.0 | traitlets==5.6.0
ujson==5.5.0 | ujson==5.6.0
urllib3==1.26.12 | uritemplate==3.0.1
> urllib3==1.26.13
websocket-client==1.4.1 | websocket-client==1.4.2
whatthepatch==1.0.2 | whatthepatch==1.0.3
wheel==0.37.1 | wheel==0.38.4
zipp==3.9.0 | zipp==3.11.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libc-bin==2.31-13+deb11u4 | libc-bin==2.31-13+deb11u5
libc-dev-bin==2.31-13+deb11u4 | libc-dev-bin==2.31-13+deb11u5
libc6:amd64==2.31-13+deb11u4 | libc6:amd64==2.31-13+deb11u5
libc6-dev:amd64==2.31-13+deb11u4 | libc6-dev:amd64==2.31-13+deb11u5
libexpat1:amd64==2.2.10-2+deb11u4 | libexpat1:amd64==2.2.10-2+deb11u5
libexpat1-dev:amd64==2.2.10-2+deb11u4 | libexpat1-dev:amd64==2.2.10-2+deb11u5
libksba8:amd64==1.5.0-3 | libksba8:amd64==1.5.0-3+deb11u1
libpixman-1-0:amd64==0.40.0-1 | libpixman-1-0:amd64==0.40.0-1.1~deb11u1
libpixman-1-dev:amd64==0.40.0-1 | libpixman-1-dev:amd64==0.40.0-1.1~deb11u1
libxml2:amd64==2.9.10+dfsg-6.7+deb11u2 | libxml2:amd64==2.9.10+dfsg-6.7+deb11u3
libxml2-dev:amd64==2.9.10+dfsg-6.7+deb11u2 | libxml2-dev:amd64==2.9.10+dfsg-6.7+deb11u3
linux-libc-dev:amd64==5.10.140-1 | linux-libc-dev:amd64==5.10.149-2
tzdata==2021a-1+deb11u6 | tzdata==2021a-1+deb11u8