Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v108 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v108
== Comparing pip list --format=freeze ==
anyio==3.3.4 | anyio==3.4.0
black==21.10b0 | black==21.11b1
boto3==1.20.15 | boto3==1.20.26
botocore==1.23.15 | botocore==1.23.26
catalyst==21.10 | catalyst==21.12
charset-normalizer==2.0.7 | charset-normalizer==2.0.8
cmake==3.21.4 | cmake==3.22.0
cmd2==2.3.2 | cmd2==2.3.3
> commonmark==0.9.1
configparser==5.1.0 | configparser==5.2.0
confuse==1.6.0 | confuse==1.7.0
cysignals==1.11.1 | cysignals==1.11.2
Cython==0.29.24 | Cython==0.29.26
dask==2021.11.2 | dask==2021.12.0
datasets==1.16.1 | datasets==1.17.0
distributed==2021.11.2 | distributed==2021.12.0
earthengine-api==0.1.290 | earthengine-api==0.1.292
ecos==2.0.7.post1 | ecos==2.0.8
ephem==4.1.1 | ephem==4.1.3
fastapi==0.70.0 | fastapi==0.70.1
fastavro==1.4.7 | fastavro==1.4.8
featuretools==1.2.0 | featuretools==1.3.0
frozendict==2.1.1 | frozendict==2.1.3
funcy==1.16 | funcy==1.17
gcsfs==2021.11.0 | gcsfs==2021.11.1
geoviews==1.9.2 | geoviews==1.9.3
google-api-core==1.31.4 | google-api-core==1.31.5
h2o==3.34.0.3 | h2o==3.34.0.7
holoviews==1.14.6 | holoviews==1.14.7
httptools==0.2.0 | httptools==0.3.0
humanize==3.12.0 | humanize==3.13.1
idna==2.10 | idna==3.1
implicit==0.4.8 | implicit==0.4.4
importlib-metadata==4.8.2 | importlib-metadata==4.10.0
ipykernel==6.5.0 | ipykernel==6.5.1
ipyleaflet==0.14.0 | ipyleaflet==0.15.0
ipython==7.29.0 | ipython==7.30.0
jaraco.functools==3.4.0 | jaraco.functools==3.5.0
jax==0.2.25 | jax==0.2.26
jaxlib==0.1.70+cuda110 | jaxlib==0.1.75+cuda11.cudnn82
> jeepney==0.7.1
jsonnet==0.17.0 | jsonnet==0.18.0
jupyter-client==7.0.6 | jupyter-client==7.1.0
jupyter-server==1.11.2 | jupyter-server==1.12.1
jupyter-server-proxy==3.1.0 | jupyter-server-proxy==3.2.0
jupytext==1.13.1 | jupytext==1.13.2
> keyring==23.4.0
> keyrings.google-artifactregistry-auth==1.0.0
kubernetes==19.15.0 | kubernetes==20.13.0
libcst==0.3.21 | libcst==0.3.23
lxml==4.6.4 | lxml==4.7.1
matplotlib==3.5.0 | matplotlib==3.5.1
memory-profiler==0.58.0 | memory-profiler==0.60.0
mne==0.24.0 | mne==0.24.1
> munkres==1.1.4
mxnet-cu110==1.8.0.post0 | mxnet-cu110==1.9.0
nbclient==0.5.8 | nbclient==0.5.9
nest-asyncio==1.5.1 | nest-asyncio==1.5.4
nnabla==1.23.0 | nnabla==1.24.0
nnabla-ext-cuda110==1.23.0 | nnabla-ext-cuda110==1.24.0
numexpr==2.7.3 | numexpr==2.8.1
ortools==9.1.9490 | ortools==9.2.9972
packaging==21.0 | packaging==21.3
panel==0.12.5 | panel==0.12.6
parso==0.8.2 | parso==0.8.3
plotly==5.4.0 | plotly==5.5.0
PuLP==2.5.1 | PuLP==2.6.0
pyarrow==6.0.0 | pyarrow==6.0.1
pygeos==0.11.1 | pygeos==0.12.0
pymongo==3.12.1 | pymongo==3.12.2
Pympler==0.9 | Pympler==1.0.1
pynvml==8.0.4 | pynvml==11.4.1
pyocr==0.8 | pyocr==0.8.1
python-utils==2.5.6 | python-utils==2.6.3
pytorch-lightning==1.4.4 | pytorch-lightning==1.5.7
qtconsole==5.2.0 | qtconsole==5.2.1
ray==1.8.0 | ray==1.9.1
redis==4.0.2 | redis==4.1.0
requests==2.25.1 | requests==2.26.0
> rich==10.16.1
rsa==4.7.2 | rsa==4.8
scipy==1.7.2 | scipy==1.7.3
> SecretStorage==3.3.1
sentry-sdk==1.5.0 | sentry-sdk==1.5.1
setuptools==59.1.1 | setuptools==59.4.0
setuptools-scm==6.3.2 <
stumpy==1.10.0 | stumpy==1.10.2
tensorflow-metadata==1.4.0 | tensorflow-metadata==1.5.0
torchmetrics==0.5.0 | torchmetrics==0.6.2
tsfresh==0.18.0 | tsfresh==0.19.0
typeguard==2.13.2 | typeguard==2.13.3
ucx-py==0.22.0 | ucx-py==0.22.1+33.g9971bd1
> unicodedata2==13.0.0.post2
uvicorn==0.15.0 | uvicorn==0.16.0
vaex==4.6.0 | vaex==4.7.0
vaex-core==4.6.0 | vaex-core==4.7.0.post1
vaex-hdf5==0.11.0 | vaex-hdf5==0.11.1
vaex-jupyter==0.6.0 | vaex-jupyter==0.7.0
vaex-ml==0.15.0 | vaex-ml==0.16.0
vaex-server==0.7.0 | vaex-server==0.8.0
vaex-viz==0.5.0 | vaex-viz==0.5.1
wandb==0.12.7 | wandb==0.12.9
wasabi==0.8.2 | wasabi==0.9.0
woodwork==0.9.1 | woodwork==0.11.0
wslink==1.1.1 | wslink==1.3.0
xarray==0.20.1 | xarray==0.20.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
> bsdmainutils==11.1.2ubuntu3
google-cloud-sdk==365.0.0-0 | google-cloud-sdk==365.0.1-0
google-fast-socket==0.0.4 | google-fast-socket==0.0.5
> groff-base==1.22.4-4build1
libgl1-mesa-dri:amd64==21.0.3-0ubuntu0.3~20.04.4 | libgl1-mesa-dri:amd64==21.0.3-0ubuntu0.3~20.04.5
libgl1-mesa-glx:amd64==21.0.3-0ubuntu0.3~20.04.4 | libgl1-mesa-glx:amd64==21.0.3-0ubuntu0.3~20.04.5
libglapi-mesa:amd64==21.0.3-0ubuntu0.3~20.04.4 | libglapi-mesa:amd64==21.0.3-0ubuntu0.3~20.04.5
libglx-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.4 | libglx-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.5
libicu66:amd64==66.1-2ubuntu2 | libicu66:amd64==66.1-2ubuntu2.1
libnss3:amd64==2:3.49.1-1ubuntu1.5 | libnss3:amd64==2:3.49.1-1ubuntu1.6
libnvinfer-plugin8==8.2.0-1+cuda11.4 | libnvinfer-plugin8==8.2.1-1+cuda11.4
libnvinfer8==8.2.0-1+cuda11.4 | libnvinfer8==8.2.1-1+cuda11.4
libnvonnxparsers8==8.2.0-1+cuda11.4 | libnvonnxparsers8==8.2.1-1+cuda11.4
libnvparsers8==8.2.0-1+cuda11.4 | libnvparsers8==8.2.1-1+cuda11.4
> libpipeline1:amd64==1.5.2-2build1
libpulse0:amd64==1:13.99.1-1ubuntu3.12 | libpulse0:amd64==1:13.99.1-1ubuntu3.13
> libuchardet0:amd64==0.0.6-3build1
> man-db==2.9.1-1
mesa-va-drivers:amd64==21.0.3-0ubuntu0.3~20.04.4 | mesa-va-drivers:amd64==21.0.3-0ubuntu0.3~20.04.5
mesa-vdpau-drivers:amd64==21.0.3-0ubuntu0.3~20.04.4 | mesa-vdpau-drivers:amd64==21.0.3-0ubuntu0.3~20.04.5
mesa-vulkan-drivers:amd64==21.0.3-0ubuntu0.3~20.04.4 | mesa-vulkan-drivers:amd64==21.0.3-0ubuntu0.3~20.04.5
openjdk-11-jre-headless:amd64==11.0.11+9-0ubuntu2~20.04 | openjdk-11-jre-headless:amd64==11.0.13+8-0ubuntu1~20.04
python3-libnvinfer==8.2.0-1+cuda11.4 | python3-libnvinfer==8.2.1-1+cuda11.4
> sudo==1.8.31-1ubuntu1.2
wget==1.20.3-1ubuntu1 | wget==1.20.3-1ubuntu2
xserver-common==2:1.20.11-1ubuntu1~20.04.2 | xserver-common==2:1.20.13-1ubuntu1~20.04.2
xvfb==2:1.20.11-1ubuntu1~20.04.2 | xvfb==2:1.20.13-1ubuntu1~20.04.2
v107 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v107
== Comparing pip list --format=freeze ==
absl-py==0.14.0 | absl-py==0.15.0
aiobotocore==1.4.2 | aiobotocore==2.0.1
aiohttp==3.7.4.post0 | aiohttp==3.8.1
> aiosignal==1.2.0
alembic==1.7.4 | alembic==1.7.5
allennlp==2.7.0 | allennlp==2.8.0
anyio==3.3.0 | anyio==3.3.4
apache-beam==2.32.0 | apache-beam==2.34.0
argon2-cffi==20.1.0 | argon2-cffi==21.1.0
arrow==1.1.1 | arrow==1.2.1
async-timeout==3.0.1 | async-timeout==4.0.1
> asynctest==0.13.0
autobahn==21.3.1 <
Automat==20.2.0 <
base58==2.1.0 | base58==2.1.1
beatrix-jupyterlab==3.1.1 | beatrix-jupyterlab==3.1.4
black==21.9b0 | black==21.10b0
bokeh==2.4.1 | bokeh==2.4.2
boto3==1.19.4 | boto3==1.20.15
botocore==1.22.4 | botocore==1.23.15
> cached-path==0.3.2
cachetools==4.2.2 | cachetools==4.2.4
catalyst==21.9 | catalyst==21.10
catboost==1.0.0 | catboost==1.0.3
cffi==1.14.6 | cffi==1.15.0
cftime==1.5.1 | cftime==1.5.1.1
> charset-normalizer==2.0.7
> chex==0.1.0
click==8.0.1 | click==8.0.3
cliff==3.9.0 | cliff==3.10.0
cmake==3.21.2 | cmake==3.21.4
cmd2==2.2.0 | cmd2==2.3.2
colorcet==2.0.6 | colorcet==3.0.0
colorlog==6.5.0 | colorlog==6.6.0
conda==4.10.3 | conda==4.11.0
configparser==5.0.2 | configparser==5.1.0
confuse==1.5.0 | confuse==1.6.0
constantly==15.1.0 <
coverage==6.0.2 | coverage==6.2
cryptography==3.4.7 | cryptography==35.0.0
cudf==21.8.3 | cudf==21.10.1
cuml==21.8.2 | cuml==21.10.2
cupy==9.5.0 | cupy==9.6.0
cycler==0.10.0 | cycler==0.11.0
cysignals==1.10.3 | cysignals==1.11.1
cytoolz==0.11.0 | cytoolz==0.11.2
dask==2021.10.0 | dask==2021.11.2
dask-cudf==21.8.3 | dask-cudf==21.10.1
datasets==1.14.0 | datasets==1.16.1
> datatile==0.2.0
debugpy==1.4.1 | debugpy==1.5.1
> Deprecated==1.2.13
distributed==2021.7.1 | distributed==2021.11.2
docker==5.0.2 | docker==5.0.3
docutils==0.18 | docutils==0.18.1
earthengine-api==0.1.287 | earthengine-api==0.1.290
ephem==4.1 | ephem==4.1.1
essentia==2.1b6.dev374 | essentia==2.1b6.dev609
fastavro==1.4.6 | fastavro==1.4.7
fastcore==1.3.26 | fastcore==1.3.27
featuretools==1.0.0 | featuretools==1.2.0
filelock==3.0.12 | filelock==3.3.2
folium==0.12.1 | flax==0.3.6
frozendict==2.0.7 | folium==0.12.1.post1
fsspec==2021.10.1 | fonttools==4.28.2
> frozendict==2.1.1
> frozenlist==1.2.0
> fsspec==2021.11.1
gcsfs==2021.8.1 | gcsfs==2021.11.0
gitdb==4.0.7 | gitdb==4.0.9
GitPython==3.1.23 | GitPython==3.1.24
google-api-core==1.31.2 | google-api-core==1.31.4
google-cloud-appengine-logging==0.1.4 | google-cloud-appengine-logging==1.1.0
google-cloud-audit-log==0.1.1 | google-cloud-audit-log==0.2.0
google-cloud-bigtable==2.3.3 | google-cloud-bigtable==2.4.0
google-cloud-dataproc==2.5.0 | google-cloud-dataproc==3.1.1
google-cloud-datastore==2.1.6 | google-cloud-datastore==2.4.0
google-cloud-firestore==2.3.2 | google-cloud-firestore==2.3.4
google-cloud-kms==2.6.0 | google-cloud-kms==2.10.1
google-cloud-language==2.2.2 | google-cloud-language==2.3.1
google-cloud-logging==2.6.0 | google-cloud-logging==2.7.0
google-cloud-monitoring==2.5.0 | google-cloud-monitoring==2.8.0
google-cloud-scheduler==2.3.2 | google-cloud-scheduler==2.5.0
google-cloud-spanner==3.10.0 | google-cloud-spanner==3.11.1
google-cloud-speech==2.9.0 | google-cloud-speech==2.11.1
google-cloud-storage==1.42.2 | google-cloud-storage==1.43.0
google-cloud-tasks==2.5.1 | google-cloud-tasks==2.7.1
google-cloud-translate==3.4.0 | google-cloud-translate==3.6.1
google-cloud-videointelligence==2.3.2 | google-cloud-videointelligence==2.5.1
google-cloud-vision==2.4.2 | google-cloud-vision==2.6.2
google-crc32c==1.2.0 | google-crc32c==1.1.2
gpxpy==1.4.2 | gpxpy==1.5.0
greenlet==1.1.1 | greenlet==1.1.2
grpcio==1.38.1 | grpcio==1.42.0
> grpcio-status==1.42.0
httplib2==0.19.1 | httplib2==0.20.2
huggingface-hub==0.0.19 | huggingface-hub==0.1.2
hydra-slayer==0.3.0 | hydra-slayer==0.4.0
hyperlink==21.0.0 | hyperopt==0.2.7
hyperopt==0.2.5 <
imagecodecs==2021.8.26 | igraph==0.9.8
> imagecodecs==2021.11.20
importlib-metadata==4.8.1 | importlib-metadata==4.8.2
importlib-resources==5.2.2 | importlib-resources==5.4.0
incremental==21.3.0 <
ipykernel==6.4.1 | ipykernel==6.5.0
ipython==7.27.0 | ipython==7.29.0
ipyvue==1.6.1 | ipyvue==1.7.0
jaraco.functools==3.3.0 | jaraco.functools==3.4.0
jaraco.text==3.5.1 | jaraco.text==3.6.0
jax==0.2.19 | jax==0.2.25
jedi==0.18.0 | jedi==0.18.1
Jinja2==3.0.2 | Jinja2==3.0.3
joblib==1.0.1 | joblib==1.1.0
jupyter-client==7.0.3 | jupyter-client==7.0.6
jupyter-core==4.8.1 | jupyter-core==4.9.1
jupyter-server==1.11.0 | jupyter-server==1.11.2
jupyterlab==3.1.13 | jupyterlab==3.2.4
jupyterlab-git==0.32.4 | jupyterlab-git==0.34.0
jupyterlab-server==2.8.1 | jupyterlab-server==2.8.2
jupytext==1.12.0 | jupytext==1.13.1
keras-tuner==1.0.4 | keras-tuner==1.1.0
kubernetes==18.20.0 | kubernetes==19.15.0
> langcodes==3.3.0
lightgbm==3.2.1 | lightgbm==3.3.1
lxml==4.6.3 | lxml==4.6.4
Mako==1.1.5 | Mako==1.1.6
Markdown==3.3.4 | Markdown==3.3.6
matplotlib==3.4.3 | matplotlib==3.5.0
mne==0.23.4 | mne==0.24.0
more-itertools==8.10.0 | more-itertools==8.12.0
mpld3==0.5.5 | mpld3==0.5.7
msgpack==1.0.2 | msgpack==1.0.3
multidict==5.1.0 | multidict==5.2.0
nbclassic==0.3.2 | nbclassic==0.3.4
nbclient==0.5.4 | nbclient==0.5.8
nbconvert==6.1.0 | nbconvert==6.3.0
nbdime==3.1.0 | nbdime==3.1.1
netCDF4==1.5.7 | netCDF4==1.5.8
networkx==2.5 | networkx==2.6.3
nnabla==1.22.0 | nnabla==1.23.0
nnabla-ext-cuda110==1.22.0 | nnabla-ext-cuda110==1.23.0
notebook==6.4.4 | notebook==6.4.6
numba==0.54.0 | numba==0.54.1
opencv-contrib-python==4.5.4.58 | opencv-contrib-python==4.5.4.60
opencv-python==4.5.4.58 | opencv-python==4.5.4.60
opencv-python-headless==4.5.4.58 | opencv-python-headless==4.5.4.60
> optax==0.1.0
orjson==3.6.3 | orjson==3.6.4
pandas-summary==0.0.7 | pandas-summary==0.2.0
panel==0.12.4 | panel==0.12.5
parsy==1.3.0 | parsy==1.4.0
patsy==0.5.1 | patsy==0.5.2
pbr==5.6.0 | pbr==5.8.0
phik==0.11.2 | phik==0.12.0
pip==21.2.4 | pip==21.3.1
plotly==5.3.1 | plotly==5.4.0
portend==3.0.0 | portend==3.1.0
prettytable==2.2.0 | prettytable==2.4.0
prometheus-client==0.11.0 | prometheus-client==0.12.0
prompt-toolkit==3.0.20 | prompt-toolkit==3.0.22
proto-plus==1.19.0 | proto-plus==1.19.8
protobuf==3.19.0 | protobuf==3.19.1
pudb==2021.1 | pudb==2021.2.2
py==1.10.0 | py==1.11.0
> py4j==0.10.9.3
pyarrow==5.0.0 | pyarrow==6.0.0
pybind11==2.8.0 | pybind11==2.8.1
pycparser==2.20 | pycparser==2.21
pyerfa==2.0.0 | pyerfa==2.0.0.1
pygeos==0.10.2 | pygeos==0.11.1
PyJWT==2.1.0 | PyJWT==2.3.0
pymongo==3.12.0 | pymongo==3.12.1
pyOpenSSL==20.0.1 | pyOpenSSL==21.0.0
pyparsing==2.4.7 | pyparsing==3.0.6
pyrsistent==0.17.3 | pyrsistent==0.18.0
python-dotenv==0.19.1 | python-dotenv==0.19.2
python-igraph==0.9.7 | python-igraph==0.9.8
pytools==2021.2.8 | pytools==2021.2.9
pytz==2021.1 | pytz==2021.3
PyWavelets==1.1.1 | PyWavelets==1.2.0
PyYAML==5.4.1 | PyYAML==6.0
qtconsole==5.1.1 | qtconsole==5.2.0
QtPy==1.11.1 | QtPy==1.11.2
quantecon==0.5.1 | quantecon==0.5.2
rasterstats==0.15.0 | rasterstats==0.16.0
ray==1.7.1 | ray==1.8.0
redis==3.5.3 | redis==4.0.2
regex==2021.8.28 | regex==2021.11.10
requests-unixsocket==0.2.0 <
rmm==21.8.2 | rmm==21.10.1
s3fs==2021.10.1 | s3fs==2021.11.1
scattertext==0.1.4 | scattertext==0.1.5
scipy==1.7.1 | scipy==1.7.2
sentry-sdk==1.4.3 | sentry-sdk==1.5.0
setuptools==58.0.4 | setuptools==59.1.1
> setuptools-scm==6.3.2
shortuuid==1.0.1 | shortuuid==1.0.8
simplejson==3.17.5 | simplejson==3.17.6
soupsieve==2.2.1 | soupsieve==2.3.1
spacy==3.1.3 | spacy==3.1.4
> spacy-loggers==1.0.1
spopt==0.1.2 | spopt==0.2.1
SQLAlchemy==1.4.25 | SQLAlchemy==1.4.27
stumpy==1.9.2 | stumpy==1.10.0
tensorflow==2.6.0 | tensorflow==2.6.2
tensorflow-io==0.18.0 | tensorflow-io==0.21.0
tensorflow-metadata==1.2.0 | tensorflow-metadata==1.4.0
tensorflow-probability==0...
v107 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v107
== Comparing pip list --format=freeze ==
absl-py==0.14.0 | absl-py==0.15.0
aiobotocore==1.4.2 | aiobotocore==2.0.1
aiohttp==3.7.4.post0 | aiohttp==3.8.1
> aiosignal==1.2.0
alembic==1.7.4 | alembic==1.7.5
allennlp==2.7.0 | allennlp==2.8.0
anyio==3.3.0 | anyio==3.3.4
apache-beam==2.32.0 | apache-beam==2.34.0
argon2-cffi==20.1.0 | argon2-cffi==21.1.0
arrow==1.1.1 | arrow==1.2.1
async-timeout==3.0.1 | async-timeout==4.0.1
> asynctest==0.13.0
autobahn==21.3.1 <
Automat==20.2.0 <
backports.entry-points-selectable==1.1.0 | backports.entry-points-selectable==1.1.1
base58==2.1.0 | base58==2.1.1
beatrix-jupyterlab==3.1.1 | beatrix-jupyterlab==3.1.4
black==21.9b0 | black==21.10b0
bokeh==2.4.1 | bokeh==2.4.2
boto3==1.19.4 | boto3==1.20.15
botocore==1.22.4 | botocore==1.23.15
> cached-path==0.3.2
cachetools==4.2.2 | cachetools==4.2.4
catalyst==21.9 | catalyst==21.10
catboost==1.0.0 | catboost==1.0.3
cffi==1.14.6 | cffi==1.15.0
cftime==1.5.1 | cftime==1.5.1.1
> charset-normalizer==2.0.7
> chex==0.1.0
click==8.0.1 | click==8.0.3
cliff==3.9.0 | cliff==3.10.0
cmd2==2.2.0 | cmd2==2.3.2
colorcet==2.0.6 | colorcet==3.0.0
colorlog==6.5.0 | colorlog==6.6.0
conda==4.10.3 | conda==4.11.0
configparser==5.0.2 | configparser==5.1.0
confuse==1.5.0 | confuse==1.6.0
constantly==15.1.0 <
coverage==6.0.2 | coverage==6.2
cryptography==3.4.7 | cryptography==35.0.0
cycler==0.10.0 | cycler==0.11.0
cysignals==1.10.3 | cysignals==1.11.1
cytoolz==0.11.0 | cytoolz==0.11.2
dask==2021.10.0 | dask==2021.11.2
datasets==1.14.0 | datasets==1.16.1
> datatile==0.2.0
debugpy==1.4.1 | debugpy==1.5.1
> Deprecated==1.2.13
distributed==2021.10.0 | distributed==2021.11.2
docker==5.0.2 | docker==5.0.3
docutils==0.18 | docutils==0.18.1
earthengine-api==0.1.287 | earthengine-api==0.1.290
ephem==4.1 | ephem==4.1.1
essentia==2.1b6.dev374 | essentia==2.1b6.dev609
fastavro==1.4.4 | fastavro==1.4.7
fastcore==1.3.26 | fastcore==1.3.27
featuretools==1.0.0 | featuretools==1.2.0
filelock==3.0.12 | filelock==3.3.2
folium==0.12.1 | flax==0.3.6
frozendict==2.0.7 | folium==0.12.1.post1
fsspec==2021.10.1 | fonttools==4.28.2
> frozendict==2.1.1
> frozenlist==1.2.0
> fsspec==2021.11.1
gcsfs==2021.8.1 | gcsfs==2021.11.0
gitdb==4.0.7 | gitdb==4.0.9
GitPython==3.1.23 | GitPython==3.1.24
google-api-core==1.31.2 | google-api-core==1.31.4
google-cloud-appengine-logging==0.1.4 | google-cloud-appengine-logging==1.1.0
google-cloud-audit-log==0.1.1 | google-cloud-audit-log==0.2.0
google-cloud-bigtable==2.3.3 | google-cloud-bigtable==2.4.0
google-cloud-dataproc==2.5.0 | google-cloud-dataproc==3.1.1
google-cloud-datastore==2.1.6 | google-cloud-datastore==2.4.0
google-cloud-firestore==2.3.2 | google-cloud-firestore==2.3.4
google-cloud-kms==2.6.0 | google-cloud-kms==2.10.1
google-cloud-language==2.2.2 | google-cloud-language==2.3.1
google-cloud-logging==2.6.0 | google-cloud-logging==2.7.0
google-cloud-monitoring==2.5.0 | google-cloud-monitoring==2.8.0
google-cloud-scheduler==2.3.2 | google-cloud-scheduler==2.5.0
google-cloud-spanner==3.10.0 | google-cloud-spanner==3.11.1
google-cloud-speech==2.9.0 | google-cloud-speech==2.11.1
google-cloud-storage==1.42.2 | google-cloud-storage==1.43.0
google-cloud-tasks==2.5.1 | google-cloud-tasks==2.7.1
google-cloud-translate==3.4.0 | google-cloud-translate==3.6.1
google-cloud-videointelligence==2.3.2 | google-cloud-videointelligence==2.5.1
google-cloud-vision==2.4.2 | google-cloud-vision==2.6.2
google-crc32c==1.2.0 | google-crc32c==1.1.2
gpxpy==1.4.2 | gpxpy==1.5.0
greenlet==1.1.1 | greenlet==1.1.2
grpcio==1.38.1 | grpcio==1.42.0
gviz-api==1.9.0 | grpcio-status==1.42.0
> gviz-api==1.10.0
httplib2==0.19.1 | httplib2==0.20.2
huggingface-hub==0.0.19 | huggingface-hub==0.1.2
hydra-slayer==0.3.0 | hydra-slayer==0.4.0
hyperlink==21.0.0 | hyperopt==0.2.7
hyperopt==0.2.5 <
imagecodecs==2021.8.26 | igraph==0.9.8
> imagecodecs==2021.11.20
importlib-metadata==4.8.1 | importlib-metadata==4.8.2
importlib-resources==5.2.2 | importlib-resources==5.4.0
incremental==21.3.0 <
ipykernel==6.4.1 | ipykernel==6.5.0
ipython==7.27.0 | ipython==7.29.0
ipyvue==1.6.1 | ipyvue==1.7.0
jaraco.functools==3.3.0 | jaraco.functools==3.4.0
jaraco.text==3.5.1 | jaraco.text==3.6.0
jax==0.2.19 | jax==0.2.25
jedi==0.18.0 | jedi==0.18.1
Jinja2==3.0.2 | Jinja2==3.0.3
joblib==1.0.1 | joblib==1.1.0
jupyter-client==7.0.3 | jupyter-client==7.0.6
jupyter-core==4.8.1 | jupyter-core==4.9.1
jupyter-server==1.11.0 | jupyter-server==1.11.2
jupyterlab==3.1.13 | jupyterlab==3.2.4
jupyterlab-git==0.32.4 | jupyterlab-git==0.34.0
jupyterlab-server==2.8.1 | jupyterlab-server==2.8.2
jupytext==1.12.0 | jupytext==1.13.1
keras-tuner==1.0.4 | keras-tuner==1.1.0
kubernetes==18.20.0 | kubernetes==19.15.0
> langcodes==3.3.0
lightgbm==3.2.1 | lightgbm==3.3.1
lxml==4.6.3 | lxml==4.6.4
Mako==1.1.5 | Mako==1.1.6
Markdown==3.3.4 | Markdown==3.3.6
matplotlib==3.4.3 | matplotlib==3.5.0
mne==0.23.4 | mne==0.24.0
more-itertools==8.10.0 | more-itertools==8.12.0
mpld3==0.5.5 | mpld3==0.5.7
msgpack==1.0.2 | msgpack==1.0.3
multidict==5.1.0 | multidict==5.2.0
nbclassic==0.3.2 | nbclassic==0.3.4
nbclient==0.5.4 | nbclient==0.5.8
nbconvert==6.1.0 | nbconvert==6.3.0
nbdime==3.1.0 | nbdime==3.1.1
netCDF4==1.5.7 | netCDF4==1.5.8
networkx==2.5 | networkx==2.6.3
nnabla==1.22.0 | nnabla==1.23.0
notebook==6.4.4 | notebook==6.4.6
numba==0.54.0 | numba==0.54.1
opencv-contrib-python==4.5.4.58 | opencv-contrib-python==4.5.4.60
opencv-python==4.5.4.58 | opencv-python==4.5.4.60
opencv-python-headless==4.5.4.58 | opencv-python-headless==4.5.4.60
> optax==0.1.0
orjson==3.6.3 | orjson==3.6.4
pandas==1.3.3 | pandas==1.3.4
pandas-summary==0.0.7 | pandas-summary==0.2.0
panel==0.12.4 | panel==0.12.5
parsy==1.3.0 | parsy==1.4.0
patsy==0.5.1 | patsy==0.5.2
pbr==5.6.0 | pbr==5.8.0
phik==0.11.2 | phik==0.12.0
pip==21.2.4 | pip==21.3.1
plotly==5.3.1 | plotly==5.4.0
portend==3.0.0 | portend==3.1.0
prettytable==2.2.0 | prettytable==2.4.0
prometheus-client==0.11.0 | prometheus-client==0.12.0
prompt-toolkit==3.0.20 | prompt-toolkit==3.0.22
proto-plus==1.19.0 | proto-plus==1.19.8
protobuf==3.19.0 | protobuf==3.19.1
pudb==2021.1 | pudb==2021.2.2
py==1.10.0 | py==1.11.0
> py4j==0.10.9.3
pyarrow==5.0.0 | pyarrow==6.0.0
pybind11==2.8.0 | pybind11==2.8.1
pycparser==2.20 | pycparser==2.21
pyerfa==2.0.0 | pyerfa==2.0.0.1
pygeos==0.10.2 | pygeos==0.11.1
PyJWT==2.1.0 | PyJWT==2.3.0
pymongo==3.12.0 | pymongo==3.12.1
pyOpenSSL==20.0.1 | pyOpenSSL==21.0.0
pyparsing==2.4.7 | pyparsing==3.0.6
pyrsistent==0.17.3 | pyrsistent==0.18.0
python-dotenv==0.19.1 | python-dotenv==0.19.2
python-igraph==0.9.7 | python-igraph==0.9.8
pytz==2021.1 | pytz==2021.3
PyWavelets==1.1.1 | PyWavelets==1.2.0
PyYAML==5.4.1 | PyYAML==6.0
qtconsole==5.1.1 | qtconsole==5.2.0
QtPy==1.11.1 | QtPy==1.11.2
quantecon==0.5.1 | quantecon==0.5.2
rasterstats==0.15.0 | rasterstats==0.16.0
ray==1.7.1 | ray==1.8.0
redis==3.5.3 | redis==4.0.2
regex==2021.8.28 | regex==2021.11.10
requests-unixsocket==0.2.0 <
s3fs==2021.10.1 | s3fs==2021.11.1
scattertext==0.1.4 | scattertext==0.1.5
scipy==1.7.1 | scipy==1.7.2
sentry-sdk==1.4.3 | sentry-sdk==1.5.0
setuptools==58.0.4 | setuptools==59.1.1
> setuptools-scm==6.3.2
shortuuid==1.0.1 | shortuuid==1.0.8
simplejson==3.17.5 | simplejson==3.17.6
soupsieve==2.2.1 | soupsieve==2.3.1
spacy==3.1.3 | spacy==3.1.4
> spacy-loggers==1.0.1
spopt==0.1.2 | spopt==0.2.1
SQLAlchemy==1.4.25 | SQLAlchemy==1.4.27
stumpy==1.9.2 | stumpy==1.10.0
tensorboard==2.5.0 | tensorboard==2.6.0
tensorflow==2.6.0 | tensorflow==2.6.2
tensorflow-io==0.18.0 | tensorflow-io==0.21.0
tensorflow-metadata==1.2.0 | tensorflow-metadata==1.4.0
tensorflow-probability==0.13.0rc0 | tensorflow-probability==0.14.1
tensorflow-serving-api==2.6.0 | tensorflow-serving-api==2.6.1
tensorflow-tra...
v106 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v106
== Comparing pip list --format=freeze ==
> bidict==0.21.4
blake3==0.2.0 | blake3==0.2.1
blis==0.7.4 | blis==0.7.5
bokeh==2.4.0 | bokeh==2.4.1
boto3==1.18.60 | boto3==1.19.4
botocore==1.21.60 | botocore==1.22.4
category-encoders==2.2.2 | category-encoders==2.3.0
contextily==1.1.0 | contextily==1.2.0
cymem==2.0.5 | cymem==2.0.6
dask==2021.9.1 | dask==2021.10.0
datasets==1.12.1 | datasets==1.14.0
docutils==0.17.1 | docutils==0.18
earthengine-api==0.1.285 | earthengine-api==0.1.287
fastai==2.5.2 | fastai==2.5.3
fastavro==1.4.5 | fastavro==1.4.6
fastrlock==0.6 | fastrlock==0.8
frozendict==2.0.6 | frozendict==2.0.7
fsspec==2021.10.0 | fsspec==2021.10.1
geopandas==0.10.1 | geopandas==0.10.2
hydra-slayer==0.2.0 | hydra-slayer==0.3.0
murmurhash==1.0.5 | murmurhash==1.0.6
nnabla==1.21.0 | nnabla==1.22.0
nnabla-ext-cuda110==1.21.0 | nnabla-ext-cuda110==1.22.0
opencv-contrib-python==4.5.3.56 | opencv-contrib-python==4.5.4.58
opencv-python==4.5.3.56 | opencv-python==4.5.4.58
opencv-python-headless==4.5.3.56 | opencv-python-headless==4.5.4.58
pandarallel==1.5.3 | pandarallel==1.5.4
pandas==1.3.3 | pandas==1.3.4
param==1.11.1 | param==1.12.0
pathy==0.6.0 | pathy==0.6.1
preshed==3.0.5 | preshed==3.0.6
progressbar2==3.54.0 | progressbar2==3.55.0
protobuf==3.18.1 | protobuf==3.19.0
PyAstronomy==0.16.0 | PyAstronomy==0.17.0
pynndescent==0.5.4 | pynndescent==0.5.5
python-igraph==0.9.6 | python-igraph==0.9.7
> pytz-deprecation-shim==0.1.0.post0
> quantities==0.12.5
quilt3==3.5.0 | quilt3==3.6.0
ray==1.7.0 | ray==1.7.1
rvlib==0.0.5 | rvlib==0.0.6
s3fs==2021.10.0 | s3fs==2021.10.1
shap==0.39.0 | shap==0.40.0
Shapely==1.7.1 | Shapely==1.8.0
srsly==2.4.1 | srsly==2.4.2
stevedore==3.4.0 | stevedore==3.5.0
textblob==0.15.3 | textblob==0.17.1
thinc==8.0.10 | thinc==8.0.11
tzlocal==3.0 | tzdata==2021.5
> tzlocal==4.0.2
wandb==0.12.4 | wandb==0.12.5
wslink==1.0.7 | wslink==1.1.0
xgboost==1.4.2 | xgboost==1.5.0
> xyzservices==2021.10.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libcaca0:amd64==0.99.beta19-2ubuntu0.18.04.2 | libcaca0:amd64==0.99.beta19-2ubuntu0.18.04.3
v106 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v106
== Comparing pip list --format=freeze ==
> bidict==0.21.4
blake3==0.2.0 | blake3==0.2.1
blis==0.7.4 | blis==0.7.5
bokeh==2.4.0 | bokeh==2.4.1
boto3==1.18.60 | boto3==1.19.4
botocore==1.21.60 | botocore==1.22.4
category-encoders==2.2.2 | category-encoders==2.3.0
contextily==1.1.0 | contextily==1.2.0
cymem==2.0.5 | cymem==2.0.6
dask==2021.9.1 | dask==2021.10.0
datasets==1.12.1 | datasets==1.14.0
distributed==2021.9.1 | distributed==2021.10.0
docutils==0.17.1 | docutils==0.18
earthengine-api==0.1.285 | earthengine-api==0.1.287
fastai==2.5.2 | fastai==2.5.3
frozendict==2.0.6 | frozendict==2.0.7
fsspec==2021.10.0 | fsspec==2021.10.1
geopandas==0.10.1 | geopandas==0.10.2
hydra-slayer==0.2.0 | hydra-slayer==0.3.0
murmurhash==1.0.5 | murmurhash==1.0.6
nnabla==1.21.0 | nnabla==1.22.0
opencv-contrib-python==4.5.3.56 | opencv-contrib-python==4.5.4.58
opencv-python==4.5.3.56 | opencv-python==4.5.4.58
opencv-python-headless==4.5.3.56 | opencv-python-headless==4.5.4.58
pandarallel==1.5.3 | pandarallel==1.5.4
param==1.11.1 | param==1.12.0
pathy==0.6.0 | pathy==0.6.1
preshed==3.0.5 | preshed==3.0.6
progressbar2==3.54.0 | progressbar2==3.55.0
protobuf==3.18.1 | protobuf==3.19.0
PyAstronomy==0.16.0 | PyAstronomy==0.17.0
pynndescent==0.5.4 | pynndescent==0.5.5
python-igraph==0.9.6 | python-igraph==0.9.7
> pytz-deprecation-shim==0.1.0.post0
> quantities==0.12.5
quilt3==3.5.0 | quilt3==3.6.0
ray==1.7.0 | ray==1.7.1
rvlib==0.0.5 | rvlib==0.0.6
s3fs==2021.10.0 | s3fs==2021.10.1
shap==0.39.0 | shap==0.40.0
Shapely==1.7.1 | Shapely==1.8.0
srsly==2.4.1 | srsly==2.4.2
stevedore==3.4.0 | stevedore==3.5.0
textblob==0.15.3 | textblob==0.17.1
thinc==8.0.10 | thinc==8.0.11
tzlocal==3.0 | tzdata==2021.5
> tzlocal==4.0.2
wandb==0.12.4 | wandb==0.12.5
wslink==1.0.7 | wslink==1.1.0
xgboost==1.4.2 | xgboost==1.5.0
> xyzservices==2021.10.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libcaca0:amd64==0.99.beta19-2ubuntu0.18.04.2 | libcaca0:amd64==0.99.beta19-2ubuntu0.18.04.3
v105 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v105
== Comparing pip list --format=freeze ==
absl-py==0.12.0 | absl-py==0.14.0
aiobotocore==1.4.1 | aiobotocore==1.4.2
albumentations==1.0.3 | albumentations==1.1.0
alembic==1.7.3 | alembic==1.7.4
> apache-beam==2.32.0
> aplus==0.11.0
arviz==0.11.2 | arviz==0.11.4
> asgiref==3.4.1
> astropy==4.3.1
> avro-python3==1.9.2.1
> backports.entry-points-selectable==1.1.0
beatrix-jupyterlab==0.9.1 | beatrix-jupyterlab==3.1.1
black==21.7b0 | black==21.9b0
bleach==4.0.0 | blake3==0.2.0
> bleach==4.1.0
bokeh==2.3.3 | bokeh==2.4.0
boto3==1.18.44 | boto3==1.18.60
botocore==1.21.44 | botocore==1.21.60
bqplot==0.12.30 | bqplot==0.12.31
> cached-property==1.5.2
caip-notebooks-serverextension==1.0.0 <
catalogue==1.0.0 | catalogue==2.0.6
catalyst==21.8 | catalyst==21.9
catboost==0.26.1 | catboost==1.0.0
certifi==2021.5.30 | certifi==2021.10.8
cftime==1.5.0 | cftime==1.5.1
charset-normalizer==2.0.4 <
> clang==5.0
cloudpickle==1.6.0 | cloud-tpu-profiler==2.4.0
> cloudpickle==2.0.0
colorlog==6.4.1 | colorlog==6.5.0
cookiecutter==1.7.0 | cookiecutter==1.7.3
coverage==5.5 | coverage==6.0.2
> crcmod==1.7
dask==2021.9.0 | dask==2021.9.1
decorator==5.0.9 | decorator==5.1.0
deepdish==0.3.6 | deepdish==0.3.7
distributed==2021.9.0 | distlib==0.3.3
> distributed==2021.9.1
docker==5.0.0 | docker==5.0.2
> docopt==0.6.2
earthengine-api==0.1.283 | earthengine-api==0.1.285
emoji==1.5.0 | emoji==1.6.1
en-core-web-lg==2.3.1 | en-core-web-lg==3.1.0
en-core-web-sm==2.3.1 | en-core-web-sm==3.1.0
ephem==4.0.0.2 | ephem==4.1
> explainable-ai-sdk==1.3.2
> explainers==0.1
fastai==2.2.7 | fastai==2.5.2
> fastapi==0.70.0
> fastavro==1.4.4
> fastdownload==0.0.5
> fasteners==0.16.3
featuretools==0.27.1 | featuretools==1.0.0
flake8==3.9.2 | flake8==4.0.1
Flask==2.0.1 | Flask==2.0.2
fsspec==2021.8.1 | frozendict==2.0.6
> fsspec==2021.10.0
gast==0.3.3 | gast==0.4.0
gcsfs==2021.7.0 | gcsfs==2021.8.1
geopandas==0.9.0 | geopandas==0.10.1
geoviews==1.9.1 | geoviews==1.9.2
GitPython==3.1.18 | GitPython==3.1.23
google-api-core==1.31.1 | google-api-core==1.31.2
google-api-python-client==1.8.0 | google-api-python-client==1.12.8
google-auth==1.34.0 | google-apitools==0.5.31
> google-auth==1.35.0
google-auth-oauthlib==0.4.5 | google-auth-oauthlib==0.4.6
google-cloud-audit-log==0.1.0 | google-cloud-audit-log==0.1.1
google-cloud-firestore==2.2.0 | google-cloud-dlp==1.0.0
google-cloud-kms==2.5.0 | google-cloud-firestore==2.3.2
> google-cloud-kms==2.6.0
google-cloud-monitoring==2.4.2 | google-cloud-monitoring==2.5.0
> google-cloud-recommendations-ai==0.2.0
google-cloud-spanner==3.8.0 | google-cloud-spanner==3.10.0
google-cloud-speech==2.7.0 | google-cloud-speech==2.9.0
google-cloud-storage==1.42.0 | google-cloud-storage==1.42.2
google-cloud-translate==3.3.2 | google-cloud-translate==3.4.0
google-crc32c==1.1.2 | google-crc32c==1.2.0
grpcio==1.32.0 | grpcio==1.38.1
gym==0.20.0 | gviz-api==1.9.0
h2o==3.34.0.1 | gym==0.21.0
h5py==2.10.0 | h11==0.12.0
> h2o==3.34.0.3
> h5py==3.1.0
> hdfs==2.6.0
hijri-converter==2.2.1 | hijri-converter==2.2.2
holidays==0.11.2 | holidays==0.11.3.1
huggingface-hub==0.0.17 | httptools==0.2.0
humanize==3.11.0 | huggingface-hub==0.0.19
> humanize==3.12.0
ibis-framework==1.4.0 | ibis-framework==2.0.0
imbalanced-learn==0.8.0 | imbalanced-learn==0.8.1
importlib-metadata==3.4.0 | importlib-metadata==4.8.1
ipykernel==6.2.0 | ipydatawidgets==4.2.0
> ipykernel==6.4.1
> ipyleaflet==0.14.0
ipython==7.26.0 | ipython==7.27.0
ipywidgets==7.6.3 | ipyvolume==0.5.2
> ipyvue==1.6.1
> ipyvuetify==1.8.1
> ipywebrtc==0.6.0
> ipywidgets==7.6.5
iso3166==2.0.1 | iso3166==2.0.2
Jinja2==3.0.1 | Jinja2==3.0.2
jupyter-client==6.1.12 | jupyter-client==7.0.3
jupyter-core==4.7.1 | jupyter-core==4.8.1
jupyter-server==1.10.2 | jupyter-server==1.11.0
jupyterlab==1.2.21 | jupyter-server-proxy==3.1.0
jupyterlab-git==0.11.0 | jupyterlab==3.1.13
> jupyterlab-git==0.32.4
jupyterlab-server==1.2.0 | jupyterlab-server==2.8.1
jupyterlab-widgets==1.0.0 | jupyterlab-widgets==1.0.2
> jupytext==1.12.0
> keras==2.6.0
kiwisolver==1.3.1 | kiwisolver==1.3.2
kmodes==0.11.0 | kmodes==0.11.1
libcst==0.3.20 | libcst==0.3.21
line-profiler==3.3.0 | line-profiler==3.3.1
llvmlite==0.36.0 | llvmlite==0.37.0
> markdown-it-py==1.1.0
matplotlib-inline==0.1.2 | matplotlib-inline==0.1.3
> mdit-py-plugins==0.2.8
ml-metrics==0.1.4 | ml-metrics==0.1.2
> nbclassic==0.3.2
notebook==6.4.3 | notebook==6.4.4
numba==0.53.1 | numba==0.54.0
optuna==2.9.1 | optuna==2.10.0
ortools==9.0.9048 | orjson==3.6.3
> ortools==9.1.9490
pandarallel==1.5.2 | pandarallel==1.5.3
pandas==1.3.2 | pandas==1.3.3
pandocfilters==1.4.2 | pandocfilters==1.5.0
panel==0.12.1 | panel==0.12.4
> parsy==1.3.0
> pathy==0.6.0
pdfminer.six==20201018 | pdfminer.six==20211012
plac==1.1.3 | platformdirs==2.3.0
pooch==1.5.1 | pooch==1.5.2
portend==2.7.1 | portend==3.0.0
prettytable==2.1.0 | prettytable==2.2.0
> progressbar2==3.54.0
prompt-toolkit==3.0.19 | prompt-toolkit==3.0.20
protobuf==3.18.0 | protobuf==3.18.1
PuLP==2.5.0 | PuLP==2.5.1
pyaml==21.8.3 | pyaml==21.10.1
pybind11==2.7.1 | pybind11==2.8.0
pycodestyle==2.7.0 | pycodestyle==2.8.0
pydash==5.0.2 | pydash==5.1.0
pydicom==2.2.1 | pydicom==2.2.2
pyexcel-io==0.6.4 | pyerfa==2.0.0
> pyexcel-io==0.6.5
pyflakes==2.3.1 | pyflakes==2.4.0
pytest-cov==2.12.1 | pytest-cov==3.0.0
> python-dotenv==0.19.1
pytorch-ignite==0.4.6 | python-utils==2.5.6
> pythreejs==2.3.0
> pytorch-ignite==0.4.7
pyzmq==22.2.1 | pyzmq==22.3.0
> qudida==0.0.4
rasterio==1.2.8 | rasterio==1.2.10
ray==1.6.0 | ray==1.7.0
regex==2021.8.3 | regex==2021.8.28
s3fs==2021.8.1 | s3fs==2021.10.0
sacremoses==0.0.45 | sacremoses==0.0.46
scikit-optimize==0.8.1 | scikit-optimize==0.9.0
sentry-sdk==1.3.1 | sentry-sdk==1.4.3
setuptools==57.4.0 | setuptools==58.0.4
> simpervisor==0.4
simplejson==3.17.3 | simplejson==3.17.5
six==1.15.0 | six==1.16.0
spacy==2.3.7 | spacy==3.1.3
spaghetti==1.6.2 | spacy-legacy==3.0.8
spectral==0.22.2 | spaghetti==1.6.4
> spectral==0.22.4
SQLAlchemy==1.4.22 | SQLAlchemy==1.4.25
sqlparse==0.4.1 | sqlparse==0.4.2
srsly==1.0.5 | srsly==2.4.1
> starlette==0.16.0
sympy==1.8 | sympy==1.9
tempora==4.1.1 | tempora==4.1.2
tensorboard==2.6.0 | tensorboard==2.5.0
> tensorboard-plugin-profile==2.4.0
tensorflow==2.4.1 | tensorflow==2.6.0
tensorflow-addons==0.12.1 | tensorflow-addons==0.14.0
tensorflow-cloud==0.1.13 | tensorflow-cloud==0.1.14
tensorflow-datasets==3.0.0 | tensorflow-datasets==4.3.0
tensorflow-estimator==2.4.0 | tensorflow-estimator==2.6.0
tensorflow-gcs-config==2.4.0 | tensorflow-gcs-config==2.6.0
> tensorflow-io==0.18.0
tensorflow-probability==0.12.2 | tensorflow-probability==0.13.0rc0
> tensorflow-serving-api==2.6.0
> tensorflow-transform==1.3.0
terminado==0.10.1 | terminado==0.12.1
> tfx-bsl==1.3.0
thinc==7.4.5 | thinc==8.0.10
torch==1.7.1+cpu | torch==1.9.1+cpu
torchaudio==0.7.2 | torchaudio==0.9.1
torchtext==0.8.1 | torchtext==0.10.1
torchvision==0.8.2+cpu | torchvision==0.10.1+cpu
tqdm==4.62.1 | tqdm==4.62.3
traitlets==5.0.5 | traitlets==5.1.0
typeguard==2.12.1 | typeguard==2.13.0
typing-extensions==3.7.4.3 | typer==0.4.0
> typing-extensions==3.10.0.2
ujson==4.0.2 | ujson==4.1.0
Unidecode==1.2.0 | Unidecode==1.3.2
> uvicorn==0.15.0
> uvloop==0.16.0
> vaex==4.5.0
> vaex-astro==0.9.0
> vaex-core==4.5.1
> vaex-hdf5==0.10.0
> vaex-jupyter==0.6.0
> vaex-ml==0.14.0
> vaex-server==0.6.1
> vaex-viz==0.5.0
> virtualenv==20.8.0
wandb==0.12.2 | wandb==0.12.4
> watchgod==0.7
> websockets==10.0
whichcraft==0...
v105 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v105
== Comparing pip list --format=freeze ==
absl-py==0.12.0 | absl-py==0.14.0
aiobotocore==1.4.1 | aiobotocore==1.4.2
albumentations==1.0.3 | albumentations==1.1.0
alembic==1.7.3 | alembic==1.7.4
> apache-beam==2.32.0
> aplus==0.11.0
arviz==0.11.2 | arviz==0.11.4
> asgiref==3.4.1
> astropy==4.3.1
> avro-python3==1.9.2.1
beatrix-jupyterlab==0.9.1 | beatrix-jupyterlab==3.1.1
black==21.7b0 | black==21.9b0
bleach==4.0.0 | blake3==0.2.0
> bleach==4.1.0
bokeh==2.3.3 | bokeh==2.4.0
boto3==1.18.44 | boto3==1.18.60
botocore==1.21.44 | botocore==1.21.60
bqplot==0.12.30 | bqplot==0.12.31
> cached-property==1.5.2
caip-notebooks-serverextension==1.0.0 <
catalogue==1.0.0 | catalogue==2.0.6
catalyst==21.8 | catalyst==21.9
catboost==0.26.1 | catboost==1.0.0
certifi==2021.5.30 | certifi==2021.10.8
cftime==1.5.0 | cftime==1.5.1
charset-normalizer==2.0.4 <
> clang==5.0
cloud-tpu-client==0.10 | cloudpickle==2.0.0
cloudpickle==1.6.0 <
> cmake==3.21.2
colorlog==6.4.1 | colorlog==6.5.0
cookiecutter==1.7.0 | cookiecutter==1.7.3
coverage==5.5 | coverage==6.0.2
> crcmod==1.7
cupy==9.4.0 | cupy==9.5.0
dask==2021.9.0 | dask==2021.9.1
decorator==5.0.9 | decorator==5.1.0
deepdish==0.3.6 | deepdish==0.3.7
distributed==2021.9.0 | distributed==2021.7.1
docker==5.0.0 | docker==5.0.2
> docopt==0.6.2
earthengine-api==0.1.283 | earthengine-api==0.1.285
emoji==1.5.0 | emoji==1.6.1
en-core-web-lg==2.3.1 | en-core-web-lg==3.1.0
en-core-web-sm==2.3.1 | en-core-web-sm==3.1.0
ephem==4.0.0.2 | ephem==4.1
> explainable-ai-sdk==1.3.2
> explainers==0.1
fastai==2.2.7 | fastai==2.5.2
fastavro==1.4.4 | fastapi==0.70.0
> fastavro==1.4.5
> fastdownload==0.0.5
> fasteners==0.16.3
featuretools==0.27.1 | featuretools==1.0.0
flake8==3.9.2 | flake8==4.0.1
Flask==2.0.1 | Flask==2.0.2
fsspec==2021.8.1 | frozendict==2.0.6
> fsspec==2021.10.0
gast==0.3.3 | gast==0.4.0
gcsfs==2021.7.0 | gcsfs==2021.8.1
geopandas==0.9.0 | geopandas==0.10.1
geoviews==1.9.1 | geoviews==1.9.2
GitPython==3.1.18 | GitPython==3.1.23
google-api-core==1.31.1 | google-api-core==1.31.2
google-api-python-client==1.8.0 | google-api-python-client==1.12.8
google-auth==1.34.0 | google-apitools==0.5.31
> google-auth==1.35.0
google-auth-oauthlib==0.4.5 | google-auth-oauthlib==0.4.6
google-cloud-audit-log==0.1.0 | google-cloud-audit-log==0.1.1
google-cloud-firestore==2.2.0 | google-cloud-dlp==1.0.0
google-cloud-kms==2.5.0 | google-cloud-firestore==2.3.2
> google-cloud-kms==2.6.0
google-cloud-monitoring==2.4.2 | google-cloud-monitoring==2.5.0
> google-cloud-recommendations-ai==0.2.0
google-cloud-spanner==3.8.0 | google-cloud-spanner==3.10.0
google-cloud-speech==2.7.0 | google-cloud-speech==2.9.0
google-cloud-storage==1.42.0 | google-cloud-storage==1.42.2
google-cloud-translate==3.3.2 | google-cloud-translate==3.4.0
google-crc32c==1.1.2 | google-crc32c==1.2.0
grpcio==1.32.0 | grpcio==1.38.1
gym==0.20.0 | gym==0.21.0
h2o==3.34.0.1 | h11==0.12.0
h5py==2.10.0 | h2o==3.34.0.3
> h5py==3.1.0
> hdfs==2.6.0
hijri-converter==2.2.1 | hijri-converter==2.2.2
holidays==0.11.2 | holidays==0.11.3.1
huggingface-hub==0.0.17 | httptools==0.2.0
humanize==3.11.0 | huggingface-hub==0.0.19
> humanize==3.12.0
ibis-framework==1.4.0 | ibis-framework==2.0.0
imbalanced-learn==0.8.0 | imbalanced-learn==0.8.1
importlib-metadata==3.4.0 | importlib-metadata==4.8.1
ipykernel==6.2.0 | ipydatawidgets==4.2.0
> ipykernel==6.4.1
> ipyleaflet==0.14.0
ipython==7.26.0 | ipython==7.27.0
ipywidgets==7.6.3 | ipyvolume==0.5.2
> ipyvue==1.6.1
> ipyvuetify==1.8.1
> ipywebrtc==0.6.0
> ipywidgets==7.6.5
iso3166==2.0.1 | iso3166==2.0.2
Jinja2==3.0.1 | Jinja2==3.0.2
jupyter-client==6.1.12 | jupyter-client==7.0.3
jupyter-core==4.7.1 | jupyter-core==4.8.1
jupyter-server==1.10.2 | jupyter-server==1.11.0
jupyterlab==1.2.21 | jupyter-server-proxy==3.1.0
jupyterlab-git==0.11.0 | jupyterlab==3.1.13
> jupyterlab-git==0.32.4
jupyterlab-server==1.2.0 | jupyterlab-server==2.8.1
jupyterlab-widgets==1.0.0 | jupyterlab-widgets==1.0.2
> jupytext==1.12.0
> keras==2.6.0
kiwisolver==1.3.1 | kiwisolver==1.3.2
kmodes==0.11.0 | kmodes==0.11.1
libcst==0.3.20 | libcst==0.3.21
line-profiler==3.3.0 | line-profiler==3.3.1
llvmlite==0.36.0 | llvmlite==0.37.0
locket==0.2.1 | locket==0.2.0
> markdown-it-py==1.1.0
matplotlib-inline==0.1.2 | matplotlib-inline==0.1.3
> mdit-py-plugins==0.2.8
ml-metrics==0.1.4 | ml-metrics==0.1.2
> nbclassic==0.3.2
notebook==6.4.3 | notebook==6.4.4
numba==0.53.1 | numba==0.54.0
optuna==2.9.1 | optuna==2.10.0
ortools==9.0.9048 | orjson==3.6.3
> ortools==9.1.9490
pandarallel==1.5.2 | pandarallel==1.5.3
pandas==1.2.5 | pandas==1.3.3
pandocfilters==1.4.2 | pandocfilters==1.5.0
panel==0.12.1 | panel==0.12.4
> parsy==1.3.0
> pathy==0.6.0
pdfminer.six==20201018 | pdfminer.six==20211012
plac==1.1.3 | platformdirs==2.3.0
pooch==1.5.1 | pooch==1.5.2
portend==2.7.1 | portend==3.0.0
prettytable==2.1.0 | prettytable==2.2.0
> progressbar2==3.54.0
prompt-toolkit==3.0.19 | prompt-toolkit==3.0.20
protobuf==3.18.0 | protobuf==3.18.1
PuLP==2.5.0 | PuLP==2.5.1
pyaml==21.8.3 | pyaml==21.10.1
pyarrow==4.0.1 | pyarrow==5.0.0
pybind11==2.7.1 | pybind11==2.8.0
pycodestyle==2.7.0 | pycodestyle==2.8.0
pydash==5.0.2 | pydash==5.1.0
pydicom==2.2.1 | pydicom==2.2.2
pyexcel-io==0.6.4 | pyerfa==2.0.0
> pyexcel-io==0.6.5
pyflakes==2.3.1 | pyflakes==2.4.0
pytest-cov==2.12.1 | pytest-cov==3.0.0
> python-dotenv==0.19.1
> python-utils==2.5.6
> pythreejs==2.3.0
pytorch-ignite==0.4.6 | pytorch-ignite==0.4.7
pyzmq==22.2.1 | pyzmq==22.3.0
> qudida==0.0.4
rasterio==1.2.8 | rasterio==1.2.10
ray==1.6.0 | ray==1.7.0
regex==2021.8.3 | regex==2021.8.28
s3fs==2021.8.1 | s3fs==2021.10.0
sacremoses==0.0.45 | sacremoses==0.0.46
scikit-optimize==0.8.1 | scikit-optimize==0.9.0
sentry-sdk==1.3.1 | sentry-sdk==1.4.3
setuptools==57.4.0 | setuptools==58.0.4
> simpervisor==0.4
simplejson==3.17.3 | simplejson==3.17.5
six==1.15.0 | six==1.16.0
spacy==2.3.7 | spacy==3.1.3
spaghetti==1.6.2 | spacy-legacy==3.0.8
spectral==0.22.2 | spaghetti==1.6.4
> spectral==0.22.4
SQLAlchemy==1.4.22 | SQLAlchemy==1.4.25
sqlparse==0.4.1 | sqlparse==0.4.2
srsly==1.0.5 | srsly==2.4.1
> starlette==0.16.0
sympy==1.8 | sympy==1.9
tempora==4.1.1 | tempora==4.1.2
tensorflow==2.4.1 | tensorflow==2.6.0
tensorflow-addons==0.12.1 | tensorflow-addons==0.14.0
tensorflow-cloud==0.1.13 | tensorflow-cloud==0.1.14
tensorflow-datasets==3.0.0 | tensorflow-datasets==4.3.0
tensorflow-estimator==2.4.0 | tensorflow-estimator==2.6.0
tensorflow-gcs-config==2.4.0 | tensorflow-gcs-config==2.6.0
> tensorflow-io==0.18.0
tensorflow-probability==0.12.2 | tensorflow-probability==0.13.0rc0
> tensorflow-serving-api==2.6.0
> tensorflow-transform==1.3.0
terminado==0.10.1 | terminado==0.12.1
> tfx-bsl==1.3.0
thinc==7.4.5 | thinc==8.0.10
torch==1.7.1+cu110 | torch==1.9.1
torchaudio==0.7.2 | torchaudio==0.9.1
torchtext==0.8.1 | torchtext==0.10.1
torchvision==0.8.2+cu110 | torchvision==0.10.1
tqdm==4.62.1 | tqdm==4.62.3
traitlets==5.0.5 | traitlets==5.1.0
typeguard==2.12.1 | typeguard==2.13.0
typing-extensions==3.7.4.3 | typer==0.4.0
> typing-extensions==3.10.0.2
ujson==4.0.2 | ujson==4.1.0
Unidecode==1.2.0 | Unidecode==1.3.2
> uvicorn==0.15.0
> uvloop==0.16.0
> vaex==4.5.0
> vaex-astro==0.9.0
> vaex-core==4.5.1
> vaex-hdf5==0.10.0
> vaex-jupyter==0.6.0
> vaex-ml==0.14.0
> vaex-server==0.6.1
> vaex-viz==0.5.0
wandb==0.12.2 | wandb==0.12.4
> watchgod==0.7
> websockets==10.0
whichcraft==0.6.1 <
> witwidget==1.8.0
> woodwork==0.8.2
...
v103 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v103
== Comparing pip list --format=freeze ==
> access==1.1.3
aiobotocore==1.3.3 | aiobotocore==1.4.1
aiohttp-cors==0.7.0 <
aioredis==1.3.1 <
alembic==1.6.5 | alembic==1.7.1
allennlp==2.6.0 | allennlp==2.7.0
anyio==3.2.1 | anyio==3.3.0
> argcomplete==1.12.3
> autopage==0.4.0
> aws-requests-auth==0.4.3
> backports.zoneinfo==0.2.1
> base58==2.1.0
beatrix-jupyterlab==0.0.3 | beatrix-jupyterlab==0.9.1
black==21.5b2 | black==21.7b0
bleach==3.3.0 | bleach==4.0.0
blessings==1.7 <
boto3==1.18.16 | boto3==1.18.36
botocore==1.21.16 | botocore==1.21.36
catalyst==21.7 | catalyst==21.8
> charset-normalizer==2.0.4
click==7.1.2 | click==8.0.1
cliff==3.8.0 | cliff==3.9.0
cmudict==1.0.0 | cmudict==1.0.2
colorlog==5.0.1 | colorlog==6.4.1
conda==4.9.2 | conda==4.10.3
> coverage==5.5
cudf==21.6.1+2.g101fc0fda4 | cudf==21.8.2
cuml==21.6.2 | cuml==21.8.1
cupy==9.3.0 | cupy==9.4.0
dask==2021.7.2 | dask==2021.9.0
dask-cudf==21.6.1+2.g101fc0fda4 | dask-cudf==21.8.2
> dataclasses==0.8
> datasets==1.11.0
debugpy==1.3.0 | debugpy==1.4.1
Deprecated==1.2.12 | deprecation==2.1.0
distributed==2021.7.2 | distributed==2021.9.0
dlib==19.22.0 | dlib==19.22.1
> dnspython==2.1.0
earthengine-api==0.1.277 | earthengine-api==0.1.281
easydev==0.11.1 | easydev==0.11.2
> esda==2.4.1
> fairscale==0.4.0
featuretools==0.26.1 | featuretools==0.27.1
Fiona==1.8.18 | Fiona==1.8.20
fitter==1.3.0 | fitter==1.4.0
> Flask-Cors==3.0.10
> Flask-JSON==0.3.4
fsspec==2021.7.0 | fsspec==2021.8.1
gcsfs==2021.6.1 | gcsfs==2021.7.0
GDAL==3.2.1 <
> giddy==2.3.3
google-api-core==1.30.0 | google-api-core==1.31.1
google-auth==1.32.1 | google-auth==1.34.0
google-auth-oauthlib==0.4.4 | google-auth-oauthlib==0.4.5
google-cloud-appengine-logging==0.1.1 | google-cloud-appengine-logging==0.1.4
google-cloud-bigtable==2.3.0 | google-cloud-bigtable==2.3.3
google-cloud-core==1.7.1 | google-cloud-core==1.7.2
google-cloud-dataproc==2.4.0 | google-cloud-dataproc==2.5.0
google-cloud-datastore==2.1.4 | google-cloud-datastore==2.1.6
google-cloud-firestore==2.1.3 | google-cloud-firestore==2.2.0
google-cloud-kms==2.4.0 | google-cloud-kms==2.5.0
google-cloud-language==2.2.0 | google-cloud-language==2.2.2
google-cloud-logging==2.5.0 | google-cloud-logging==2.6.0
google-cloud-monitoring==2.4.0 | google-cloud-monitoring==2.4.2
google-cloud-scheduler==2.3.0 | google-cloud-scheduler==2.3.2
google-cloud-spanner==3.6.0 | google-cloud-spanner==3.8.0
google-cloud-speech==2.5.0 | google-cloud-speech==2.7.0
google-cloud-storage==1.40.0 | google-cloud-storage==1.42.0
google-cloud-tasks==2.4.0 | google-cloud-tasks==2.5.1
google-cloud-translate==3.2.1 | google-cloud-translate==3.3.2
google-cloud-videointelligence==2.3.0 | google-cloud-videointelligence==2.3.2
google-cloud-vision==2.4.0 | google-cloud-vision==2.4.2
google-resumable-media==1.3.1 | google-resumable-media==1.3.3
gpustat==0.6.0 <
greenlet==1.1.0 | greenlet==1.1.1
gym==0.18.3 | gym==0.19.0
h2o==3.32.1.5 | h2o==3.32.1.7
haversine==2.3.1 | haversine==2.5.1
hijri-converter==2.1.3 | hijri-converter==2.2.1
hiredis==2.0.0 <
> hydra-slayer==0.1.1
imagecodecs==2021.7.30 | imagecodecs==2021.8.26
ImageHash==4.2.0 | ImageHash==4.2.1
implicit==0.4.4 | implicit==0.4.8
> importlib-resources==5.2.2
> inequality==1.0.0
ipykernel==6.0.1 | ipykernel==6.2.0
ipython==7.25.0 | ipython==7.26.0
jaraco.collections==3.3.0 | jaraco.collections==3.4.0
jax==0.2.16 | jax==0.2.19
jaxlib==0.1.68+cuda110 | jaxlib==0.1.70+cuda110
> jsonlines==1.2.0
jupyter-server==1.9.0 | jupyter-server==1.10.2
jupyterlab==1.2.16 | jupyterlab==1.2.21
kaggle-environments==1.8.5 | kaggle-environments==1.8.12
keras-tuner==1.0.3 | keras-tuner==1.0.4
kt-legacy==1.0.3 | kt-legacy==1.0.4
kubernetes==17.17.0 | kubernetes==18.20.0
libcst==0.3.19 | libcst==0.3.20
> libpysal==4.5.1
Mako==1.1.4 | Mako==1.1.5
matplotlib==3.4.2 | matplotlib==3.4.3
> mgwr==2.1.2
mlxtend==0.18.0 | mlxtend==0.19.0
mne==0.23.0 | mne==0.23.3
more-itertools==8.8.0 | more-itertools==8.9.0
nbclient==0.5.3 | nbclient==0.5.4
nnabla==1.20.1 | nnabla==1.21.0
nnabla-ext-cuda110==1.20.1 | nnabla-ext-cuda110==1.21.0
notebook==6.4.0 | notebook==6.4.3
nvidia-ml-py3==7.352.0 <
opencensus==0.7.13 | opencv-contrib-python==4.5.3.56
opencensus-context==0.1.2 <
panel==0.12.0 | panel==0.12.1
pathspec==0.8.1 | pathspec==0.9.0
Pillow==8.2.0 | Pillow==8.3.1
pip==21.1.3 | pip==21.2.4
plotly==5.1.0 | plotly==5.3.1
pluggy==0.13.1 | pluggy==1.0.0
> pointpats==2.2.0
pooch==1.4.0 | pooch==1.5.1
portalocker==2.3.0 | portalocker==2.3.2
> PuLP==2.5.0
py-spy==0.3.8 <
pyarrow==1.0.1 | pyarrow==4.0.1
pydicom==2.2.0 | pydicom==2.2.1
pyglet==1.5.15 | pygeos==0.10.2
Pygments==2.9.0 | Pygments==2.10.0
pymc3==3.11.2 | pymc3==3.11.4
PyQt5==5.12.3 <
PyQt5-sip==4.19.18 <
PyQtChart==5.12 <
PyQtWebEngine==5.12.1 <
pysal==2.1.0 | pysal==2.5.0
pytest==6.2.4 | pytest==6.2.5
> pytest-cov==2.12.1
python-dateutil==2.8.1 | python-dateutil==2.8.0
python-editor==1.0.4 <
pytools==2021.2.7 | pytools==2021.2.8
pytorch-lightning==1.4.1 | pytorch-lightning==1.4.4
pyzmq==22.1.0 | pyzmq==22.2.1
QtPy==1.9.0 | QtPy==1.11.0
> quantecon==0.5.1
> quilt3==3.4.0
ray==1.5.1 | rasterstats==0.15.0
> ray==1.6.0
regex==2021.7.6 | regex==2021.8.3
> requests-futures==1.0.0
rgf-python==3.10.0 | rgf-python==3.11.0
rmm==21.6.0 | rmm==21.8.1
ruamel-yaml-conda==0.15.80 | ruamel-yaml-conda==0.15.100
> rvlib==0.0.5
s3fs==2021.7.0 | s3fs==2021.8.1
scikit-image==0.18.2 | scikit-image==0.18.3
scipy==1.7.0 | scipy==1.7.1
seaborn==0.11.1 | seaborn==0.11.2
> segregation==2.1.0
Send2Trash==1.7.1 | Send2Trash==1.8.0
setuptools==49.6.0.post20210108 | setuptools==57.4.0
smart-open==5.1.0 | smart-open==5.2.1
> spaghetti==1.6.2
> spglm==1.0.8
SQLAlchemy==1.4.20 | spint==1.0.7
> splot==1.1.4
> spopt==0.1.2
> spreg==1.2.4
> spvcm==0.3.0
> SQLAlchemy==1.4.22
> sqlitedict==1.7.0
stevedore==3.3.0 | stevedore==3.4.0
tifffile==2021.8.8 | tifffile==2021.8.30
> tobler==0.8.2
> tomli==1.2.1
torchmetrics==0.4.1 | torchmetrics==0.5.0
tqdm==4.61.2 | tqdm==4.62.1
transformers==4.8.2 | transformers==4.9.2
treelite==1.3.0 | treelite==2.0.0
treelite-runtime==1.3.0 | treelite-runtime==2.0.0
tzlocal==2.1 | tzlocal==3.0
ucx-py==0.20.0 | ucx-py==0.21.0
Wand==0.6.6 | Wand==0.6.7
wandb==0.11.2 | wandb==0.12.1
wheel==0.36.2 | wheel==0.37.0
wslink==1.0.0 | wslink==1.0.7
> xxhash==2.0.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
curl==7.58.0-2ubuntu3.13 | curl==7.58.0-2ubuntu3.14
gcsfuse==0.35.1 | gcsfuse==0.36.0
google-cloud-sdk==351.0.0-0 | google-cloud-sdk==355.0.0-0
gzip==1.6-5ubuntu1 | gzip==1.6-5ubuntu1.1
libasound2:amd64==1.1.3-5ubuntu0.5 | libasound2:amd64==1.1.3-5ubuntu0.6
libasound2-data==1.1.3-5ubuntu0.5 | libasound2-data==1.1.3-5ubuntu0.6
libcurl3-gnutls:amd64==7.58.0-2ubuntu3.13 | libcurl3-gnutls:amd64==7.58.0-2ubuntu3.14
libcurl4:amd64==7.58.0-2ubuntu3.13 | libcurl4:amd64==7.58.0-2ubuntu3.14
libcurl4-openssl-dev:amd64==7.58.0-2ubuntu3.13 | libcurl4-openssl-dev:amd64==7.58.0-2ubuntu3.14
libssl1.0.0:amd64==1.0.2n-1ubuntu5.6 | libssl1.0.0:amd64==1.0.2n-1ubuntu5.7
libssl1.1:amd64==1.1.1-1ubuntu2.1~18.04.9 | libssl1.1:amd64==1.1.1-1ubuntu2.1~18.04.10
libsystemd0:amd64==237-3ubuntu10.48 | libsystemd0:amd64==237-3ubuntu10.50
libudev1:amd64==237-3ubuntu10.48 | libudev1:amd64==237-3ubuntu10.50
linux-libc-dev:amd64==4.15.0-147.151 | linux-libc-dev:amd64==4.15.0-154.161
openssh-client==1:7.6p1-4ubuntu0.3 | openssh-client==1:7.6p1-4ubuntu0.5
openssl==1.1.1-1ubuntu2.1~18.04.9 | openssl==1.1.1-1ubuntu2.1~18.04.10
> texlive-fonts-recommended==2017.20180305-1
> texlive-generic-extra==2017.20180305-1
> texlive-plain-generic==2017.20180305-2
v103 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v103
== Comparing pip list --format=freeze ==
> access==1.1.3
aiobotocore==1.3.3 | aiobotocore==1.4.1
aiohttp-cors==0.7.0 <
aioredis==1.3.1 <
alembic==1.6.5 | alembic==1.7.1
allennlp==2.6.0 | allennlp==2.7.0
anyio==3.2.1 | anyio==3.3.0
> argcomplete==1.12.3
> autopage==0.4.0
> aws-requests-auth==0.4.3
> backports.zoneinfo==0.2.1
> base58==2.1.0
beatrix-jupyterlab==0.0.3 | beatrix-jupyterlab==0.9.1
black==21.5b2 | black==21.7b0
bleach==3.3.0 | bleach==4.0.0
blessings==1.7 <
boto3==1.18.16 | boto3==1.18.36
botocore==1.21.16 | botocore==1.21.36
catalyst==21.7 | catalyst==21.8
> charset-normalizer==2.0.4
click==7.1.2 | click==8.0.1
cliff==3.8.0 | cliff==3.9.0
cmudict==1.0.0 | cmudict==1.0.2
colorlog==5.0.1 | colorlog==6.4.1
conda==4.9.2 | conda==4.10.3
> coverage==5.5
dask==2021.7.2 | dask==2021.9.0
> dataclasses==0.8
> datasets==1.11.0
debugpy==1.3.0 | debugpy==1.4.1
Deprecated==1.2.12 | deprecation==2.1.0
distributed==2021.7.2 | distributed==2021.9.0
dlib==19.22.0 | dlib==19.22.1
> dnspython==2.1.0
earthengine-api==0.1.277 | earthengine-api==0.1.281
easydev==0.11.1 | easydev==0.11.2
> esda==2.4.1
> fairscale==0.4.0
featuretools==0.26.1 | featuretools==0.27.1
Fiona==1.8.18 | Fiona==1.8.20
fitter==1.3.0 | fitter==1.4.0
> Flask-Cors==3.0.10
> Flask-JSON==0.3.4
fsspec==2021.7.0 | fsspec==2021.8.1
gcsfs==2021.6.1 | gcsfs==2021.7.0
GDAL==3.2.1 <
> giddy==2.3.3
google-api-core==1.30.0 | google-api-core==1.31.1
google-auth==1.32.1 | google-auth==1.34.0
google-auth-oauthlib==0.4.4 | google-auth-oauthlib==0.4.5
google-cloud-appengine-logging==0.1.1 | google-cloud-appengine-logging==0.1.4
google-cloud-bigtable==2.3.0 | google-cloud-bigtable==2.3.3
google-cloud-core==1.7.1 | google-cloud-core==1.7.2
google-cloud-dataproc==2.4.0 | google-cloud-dataproc==2.5.0
google-cloud-datastore==2.1.4 | google-cloud-datastore==2.1.6
google-cloud-firestore==2.1.3 | google-cloud-firestore==2.2.0
google-cloud-kms==2.4.0 | google-cloud-kms==2.5.0
google-cloud-language==2.2.0 | google-cloud-language==2.2.2
google-cloud-logging==2.5.0 | google-cloud-logging==2.6.0
google-cloud-monitoring==2.4.0 | google-cloud-monitoring==2.4.2
google-cloud-scheduler==2.3.0 | google-cloud-scheduler==2.3.2
google-cloud-spanner==3.6.0 | google-cloud-spanner==3.8.0
google-cloud-speech==2.5.0 | google-cloud-speech==2.7.0
google-cloud-storage==1.40.0 | google-cloud-storage==1.42.0
google-cloud-tasks==2.4.0 | google-cloud-tasks==2.5.1
google-cloud-translate==3.2.1 | google-cloud-translate==3.3.2
google-cloud-videointelligence==2.3.0 | google-cloud-videointelligence==2.3.2
google-cloud-vision==2.4.0 | google-cloud-vision==2.4.2
google-resumable-media==1.3.1 | google-resumable-media==1.3.3
gpustat==0.6.0 <
greenlet==1.1.0 | greenlet==1.1.1
gym==0.18.3 | gym==0.19.0
h2o==3.32.1.5 | h2o==3.32.1.7
haversine==2.3.1 | haversine==2.5.1
hijri-converter==2.1.3 | hijri-converter==2.2.1
hiredis==2.0.0 <
> hydra-slayer==0.1.1
imagecodecs==2021.7.30 | imagecodecs==2021.8.26
ImageHash==4.2.0 | ImageHash==4.2.1
implicit==0.4.4 | implicit==0.4.8
> importlib-resources==5.2.2
> inequality==1.0.0
ipykernel==6.0.1 | ipykernel==6.2.0
ipython==7.25.0 | ipython==7.26.0
jaraco.collections==3.3.0 | jaraco.collections==3.4.0
jax==0.2.16 | jax==0.2.19
jaxlib==0.1.68 | jaxlib==0.1.70
> jsonlines==1.2.0
jupyter-server==1.9.0 | jupyter-server==1.10.2
jupyterlab==1.2.16 | jupyterlab==1.2.21
kaggle-environments==1.8.5 | kaggle-environments==1.8.12
keras-tuner==1.0.3 | keras-tuner==1.0.4
kt-legacy==1.0.3 | kt-legacy==1.0.4
kubernetes==17.17.0 | kubernetes==18.20.0
libcst==0.3.19 | libcst==0.3.20
> libpysal==4.5.1
Mako==1.1.4 | Mako==1.1.5
matplotlib==3.4.2 | matplotlib==3.4.3
> mgwr==2.1.2
mlxtend==0.18.0 | mlxtend==0.19.0
mne==0.23.0 | mne==0.23.3
more-itertools==8.8.0 | more-itertools==8.9.0
nbclient==0.5.3 | nbclient==0.5.4
nnabla==1.20.1 | nnabla==1.21.0
notebook==6.4.0 | notebook==6.4.3
nvidia-ml-py3==7.352.0 <
opencensus==0.7.13 | opencv-contrib-python==4.5.3.56
opencensus-context==0.1.2 <
pandas==1.3.0 | pandas==1.3.2
panel==0.12.0 | panel==0.12.1
pathspec==0.8.1 | pathspec==0.9.0
Pillow==8.2.0 | Pillow==8.3.1
pip==21.1.3 | pip==21.2.4
plotly==5.1.0 | plotly==5.3.1
pluggy==0.13.1 | pluggy==1.0.0
> pointpats==2.2.0
pooch==1.4.0 | pooch==1.5.1
portalocker==2.3.0 | portalocker==2.3.2
> PuLP==2.5.0
py-spy==0.3.8 <
pyarrow==4.0.0 | pyarrow==5.0.0
pydicom==2.2.0 | pydicom==2.2.1
pyglet==1.5.15 | pygeos==0.10.2
Pygments==2.9.0 | Pygments==2.10.0
pymc3==3.11.2 | pymc3==3.11.4
PyQt5==5.12.3 <
PyQt5-sip==4.19.18 <
PyQtChart==5.12 <
PyQtWebEngine==5.12.1 <
pysal==2.1.0 | pysal==2.5.0
pytest==6.2.4 | pytest==6.2.5
> pytest-cov==2.12.1
python-dateutil==2.8.1 | python-dateutil==2.8.0
python-editor==1.0.4 <
pytorch-lightning==1.4.1 | pytorch-lightning==1.4.4
pyzmq==22.1.0 | pyzmq==22.2.1
QtPy==1.9.0 | QtPy==1.11.0
> quantecon==0.5.1
> quilt3==3.4.0
ray==1.5.1 | rasterstats==0.15.0
> ray==1.6.0
regex==2021.7.6 | regex==2021.8.3
> requests-futures==1.0.0
rgf-python==3.10.0 | rgf-python==3.11.0
ruamel-yaml-conda==0.15.80 | ruamel-yaml-conda==0.15.100
> rvlib==0.0.5
s3fs==2021.7.0 | s3fs==2021.8.1
scikit-image==0.18.2 | scikit-image==0.18.3
scipy==1.7.0 | scipy==1.7.1
seaborn==0.11.1 | seaborn==0.11.2
> segregation==2.1.0
Send2Trash==1.7.1 | Send2Trash==1.8.0
setuptools==49.6.0.post20210108 | setuptools==57.4.0
smart-open==5.1.0 | smart-open==5.2.1
> spaghetti==1.6.2
> spglm==1.0.8
SQLAlchemy==1.4.20 | spint==1.0.7
> splot==1.1.4
> spopt==0.1.2
> spreg==1.2.4
> spvcm==0.3.0
> SQLAlchemy==1.4.22
> sqlitedict==1.7.0
stevedore==3.3.0 | stevedore==3.4.0
tifffile==2021.8.8 | tifffile==2021.8.30
> tobler==0.8.2
> tomli==1.2.1
torchmetrics==0.4.1 | torchmetrics==0.5.0
tqdm==4.61.2 | tqdm==4.62.1
transformers==4.8.2 | transformers==4.9.2
tzlocal==2.1 | tzlocal==3.0
Wand==0.6.6 | Wand==0.6.7
wandb==0.11.2 | wandb==0.12.1
wheel==0.36.2 | wheel==0.37.0
wslink==1.0.0 | wslink==1.0.7
> xxhash==2.0.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
curl==7.58.0-2ubuntu3.13 | curl==7.58.0-2ubuntu3.14
gcsfuse==0.35.1 | gcsfuse==0.36.0
google-cloud-sdk==351.0.0-0 | google-cloud-sdk==355.0.0-0
gzip==1.6-5ubuntu1 | gzip==1.6-5ubuntu1.1
libasound2:amd64==1.1.3-5ubuntu0.5 | libasound2:amd64==1.1.3-5ubuntu0.6
libasound2-data==1.1.3-5ubuntu0.5 | libasound2-data==1.1.3-5ubuntu0.6
libcurl3-gnutls:amd64==7.58.0-2ubuntu3.13 | libcurl3-gnutls:amd64==7.58.0-2ubuntu3.14
libcurl4:amd64==7.58.0-2ubuntu3.13 | libcurl4:amd64==7.58.0-2ubuntu3.14
libcurl4-openssl-dev:amd64==7.58.0-2ubuntu3.13 | libcurl4-openssl-dev:amd64==7.58.0-2ubuntu3.14
libssl1.0.0:amd64==1.0.2n-1ubuntu5.6 | libssl1.0.0:amd64==1.0.2n-1ubuntu5.7
libssl1.1:amd64==1.1.1-1ubuntu2.1~18.04.9 | libssl1.1:amd64==1.1.1-1ubuntu2.1~18.04.10
libsystemd0:amd64==237-3ubuntu10.48 | libsystemd0:amd64==237-3ubuntu10.50
libudev1:amd64==237-3ubuntu10.48 | libudev1:amd64==237-3ubuntu10.50
linux-libc-dev:amd64==4.15.0-147.151 | linux-libc-dev:amd64==4.15.0-154.161
openssh-client==1:7.6p1-4ubuntu0.3 | openssh-client==1:7.6p1-4ubuntu0.5
openssl==1.1.1-1ubuntu2.1~18.04.9 | openssl==1.1.1-1ubuntu2.1~18.04.10
> texlive-fonts-recommended==2017.20180305-1
> texlive-generic-extra==2017.20180305-1
> texlive-plain-generic==2017.20180305-2
v104 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v104
== Comparing pip list --format=freeze ==
alembic==1.7.1 | alembic==1.7.3
beautifulsoup4==4.9.3 | beautifulsoup4==4.10.0
boto3==1.18.36 | boto3==1.18.44
botocore==1.21.36 | botocore==1.21.44
cmd2==2.1.2 | cmd2==2.2.0
datasets==1.11.0 | datasets==1.12.1
earthengine-api==0.1.281 | earthengine-api==0.1.283
easydev==0.11.2 | easydev==0.12.0
easyocr==1.4 | easyocr==1.4.1
emoji==1.4.2 | emoji==1.5.0
geoplot==0.4.3 | geoplot==0.4.4
gym==0.19.0 | gym==0.20.0
h2o==3.32.1.7 | h2o==3.34.0.1
hep-ml==0.6.2 | hep-ml==0.7.0
holoviews==1.14.5 | holoviews==1.14.6
huggingface-hub==0.0.12 | huggingface-hub==0.0.17
hydra-slayer==0.1.1 | hydra-slayer==0.2.0
iso3166==1.0.1 | iso3166==2.0.1
mne==0.23.3 | mne==0.23.4
more-itertools==8.9.0 | more-itertools==8.10.0
nilearn==0.8.0 | nilearn==0.8.1
Pillow==8.3.1 | Pillow==8.2.0
protobuf==3.17.3 | protobuf==3.18.0
QtPy==1.11.0 | QtPy==1.11.1
quilt3==3.4.0 | quilt3==3.5.0
rasterio==1.2.6 | rasterio==1.2.8
SimpleITK==2.1.0 | SimpleITK==2.1.1
transformers==4.9.2 | transformers==4.5.1
wandb==0.12.1 | wandb==0.12.2
wfdb==3.4.0 | wfdb==3.4.1
> yaspin==2.1.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
google-cloud-sdk==355.0.0-0 | google-cloud-sdk==357.0.0-0