Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
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
v104 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/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
cudf==21.8.2 | cudf==21.8.3
cuml==21.8.1 | cuml==21.8.2
dask-cudf==21.8.2 | dask-cudf==21.8.3
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
rmm==21.8.1 | rmm==21.8.2
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
v102 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v102
== Comparing pip list --format=freeze ==
aiobotocore==1.3.1 | aiobotocore==1.3.3
aioitertools==0.7.1 | aioitertools==0.8.0
albumentations==1.0.1 | albumentations==1.0.3
allennlp==2.5.0 | allennlp==2.6.0
anyio==3.2.0 | anyio==3.2.1
arrow==1.1.0 | arrow==1.1.1
basemap==1.2.1 <
bokeh==2.3.2 | bokeh==2.3.3
boto3==1.17.105 | boto3==1.18.16
botocore==1.20.105 | botocore==1.21.16
bqplot==0.12.29 | bqplot==0.12.30
Cartopy==0.18.0 | Cartopy==0.19.0.post1
catalyst==21.6 | catalyst==21.7
catboost==0.26 | catboost==0.26.1
cffi==1.14.5 | cffi==1.14.6
cleverhans==3.1.0 | cleverhans==4.0.0
cmudict==0.4.5 | cmudict==1.0.0
confuse==1.4.0 | confuse==1.5.0
cupy==9.2.0 | cupy==9.3.0
cvxpy==1.1.7 <
Cython==0.29.23 | Cython==0.29.24
dask==2021.6.2 | dask==2021.7.2
dataclasses==0.6 <
> debugpy==1.3.0
distributed==2021.6.2 | distributed==2021.7.2
earthengine-api==0.1.272 | earthengine-api==0.1.277
easyocr==1.3.2 | easydict==1.9
> easyocr==1.4
emoji==1.2.0 | emoji==1.4.2
fancyimpute==0.5.5 <
fastavro==1.4.2 | fastavro==1.4.4
fastcore==1.3.20 | fastcore==1.3.26
featuretools==0.25.0 | featuretools==0.26.1
fsspec==2021.6.1 | fsspec==2021.7.0
fury==0.7.0 | fury==0.7.1
gcsfs==2021.6.0 | gcsfs==2021.6.1
geopy==2.1.0 | geopy==2.2.0
gluoncv==0.10.3 | gluoncv==0.10.4.post4
google-auth==1.30.2 | google-auth==1.32.1
google-cloud-bigtable==2.2.0 | google-cloud-bigtable==2.3.0
google-cloud-core==1.7.0 | google-cloud-core==1.7.1
google-cloud-datastore==2.1.3 | google-cloud-datastore==2.1.4
google-cloud-kms==2.3.0 | google-cloud-kms==2.4.0
google-cloud-language==2.1.0 | google-cloud-language==2.2.0
google-cloud-monitoring==2.3.0 | google-cloud-monitoring==2.4.0
google-cloud-scheduler==2.2.0 | google-cloud-scheduler==2.3.0
google-cloud-spanner==3.5.0 | google-cloud-spanner==3.6.0
google-cloud-speech==2.4.0 | google-cloud-speech==2.5.0
google-cloud-storage==1.38.0 | google-cloud-storage==1.40.0
google-cloud-tasks==2.3.0 | google-cloud-tasks==2.4.0
google-cloud-translate==3.2.0 | google-cloud-translate==3.2.1
google-cloud-videointelligence==2.2.0 | google-cloud-videointelligence==2.3.0
google-cloud-vision==2.3.2 | google-cloud-vision==2.4.0
h2o==3.32.1.3 | h2o==3.32.1.5
hmmlearn==0.2.5 | hmmlearn==0.2.6
holidays==0.11.1 | holidays==0.11.2
holoviews==1.14.4 | holoviews==1.14.5
huggingface-hub==0.0.8 | huggingface-hub==0.0.12
humanize==3.10.0 | humanize==3.11.0
hypothesis==6.14.1 <
imagecodecs==2021.6.8 | imagecodecs==2021.7.30
ipykernel==5.5.5 | ipykernel==6.0.1
ipython==7.24.1 | ipython==7.25.0
jaraco.text==3.5.0 | jaraco.text==3.5.1
jupyter-server==1.8.0 | jupyter-server==1.9.0
kaggle-environments==1.7.11 | kaggle-environments==1.8.5
Keras==2.4.3 <
knnimpute==0.1.0 <
kornia==0.5.5 | kornia==0.5.8
mapclassify==2.4.2 | mapclassify==2.4.3
marisa-trie==0.7.5 | marisa-trie==0.7.7
markovify==0.9.0 | markovify==0.9.3
nbconvert==6.0.7 | nbconvert==6.1.0
onnx==1.8.1 <
opencv-python==4.5.2.54 | opencv-python==4.5.3.56
opencv-python-headless==4.5.2.54 | opencv-python-headless==4.5.3.56
optuna==2.8.0 | optuna==2.9.1
osqp==0.6.2.post0 <
packaging==20.9 | packaging==21.0
pandas==1.2.4 | pandas==1.2.5
pandas-datareader==0.9.0 | pandas-datareader==0.10.0
panel==0.11.3 | panel==0.12.0
path==16.0.0 | path==16.2.0
pip==21.1.2 | pip==21.1.3
proto-plus==1.18.1 | proto-plus==1.19.0
py-spy==0.3.7 | py-spy==0.3.8
pyaml==20.4.0 | pyaml==21.8.3
PyArabic==0.6.11 | PyArabic==0.6.14
pybind11==2.6.2 | pybind11==2.7.1
pydash==5.0.1 | pydash==5.0.2
pyDeprecate==0.3.0 | pyDeprecate==0.3.1
pydicom==2.1.2 | pydicom==2.2.0
pyLDAvis==3.3.1 | pyLDAvis==3.2.2
pymongo==3.11.4 | pymongo==3.12.0
pynndescent==0.5.3 | pynndescent==0.5.4
pyproj==2.6.1.post1 | pyproj==3.1.0
pytext-nlp==0.1.2 <
python-igraph==0.9.5 | python-igraph==0.9.6
pytorch-ignite==0.4.5 | pytorch-ignite==0.4.6
pytorch-lightning==1.3.8 | pytorch-lightning==1.4.1
qdldl==0.1.5.post0 <
ray==1.4.1 | ray==1.5.1
regex==2021.4.4 | regex==2021.7.6
> requests-unixsocket==0.2.0
s3fs==2021.6.1 | s3fs==2021.7.0
s3transfer==0.4.2 | s3transfer==0.5.0
scattertext==0.1.3 | scattertext==0.1.4
scipy==1.6.3 | scipy==1.7.0
scs==2.1.4 <
Send2Trash==1.5.0 | Send2Trash==1.7.1
sentry-sdk==1.2.0 | sentry-sdk==1.3.1
SimpleITK==2.0.2 | SimpleITK==2.1.0
simplejson==3.17.2 | simplejson==3.17.3
SQLAlchemy==1.4.18 | SQLAlchemy==1.4.20
stumpy==1.8.0 | stumpy==1.9.2
tenacity==7.0.0 | tenacity==8.0.1
tensorboard==2.4.1 | tensorboard==2.6.0
> tensorflow==2.4.1
tensorflow-gpu==2.4.1 <
tensorflow-metadata==1.1.0 | tensorflow-metadata==1.2.0
tensorflow-probability==0.13.0 | tensorflow-probability==0.12.2
texttable==1.6.3 | texttable==1.6.4
threadpoolctl==2.1.0 | threadpoolctl==2.2.0
tifffile==2021.7.2 | tifffile==2021.8.8
torch==1.7.0 | torch==1.7.1+cu110
torchaudio==0.7.0a0+ac17b64 | torchaudio==0.7.2
torchtext==0.8.0a0+cd6902d | torchtext==0.8.1
torchvision==0.8.1 | torchvision==0.8.2+cu110
tqdm==4.61.1 | tqdm==4.61.2
transformers==4.6.1 | transformers==4.8.2
Twisted==21.2.0 | Twisted==21.7.0
urllib3==1.26.5 | urllib3==1.26.6
vowpalwabbit==8.10.2 | vowpalwabbit==8.11.0
wandb==0.10.33 | wandb==0.11.2
wslink==0.2.0 | wslink==1.0.0
xarray==0.18.2 | xarray==0.19.0
zipp==3.4.1 | zipp==3.5.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
apt==1.6.13 | apt==1.6.14
cmake==3.10.2-1ubuntu2.18.04.1 | cmake==3.10.2-1ubuntu2.18.04.2
cmake-data==3.10.2-1ubuntu2.18.04.1 | cmake-data==3.10.2-1ubuntu2.18.04.2
google-cloud-sdk==347.0.0-0 | google-cloud-sdk==351.0.0-0
libapt-inst2.0:amd64==1.6.13 | libapt-inst2.0:amd64==1.6.14
libapt-pkg5.0:amd64==1.6.13 | libapt-pkg5.0:amd64==1.6.14
libavahi-client3:amd64==0.7-3.1ubuntu1.2 | libavahi-client3:amd64==0.7-3.1ubuntu1.3
libavahi-common-data:amd64==0.7-3.1ubuntu1.2 | libavahi-common-data:amd64==0.7-3.1ubuntu1.3
libavahi-common3:amd64==0.7-3.1ubuntu1.2 | libavahi-common3:amd64==0.7-3.1ubuntu1.3
libhogweed4:amd64==3.4-1ubuntu0.1 | libhogweed4:amd64==3.4.1-0ubuntu0.18.04.1
libnettle6:amd64==3.4-1ubuntu0.1 | libnettle6:amd64==3.4.1-0ubuntu0.18.04.1
libsndfile1:amd64==1.0.28-4ubuntu0.18.04.1 | libsndfile1:amd64==1.0.28-4ubuntu0.18.04.2
libsystemd0:amd64==237-3ubuntu10.47 | libsystemd0:amd64==237-3ubuntu10.48
libudev1:amd64==237-3ubuntu10.47 | libudev1:amd64==237-3ubuntu10.48
linux-libc-dev:amd64==4.15.0-144.148 | linux-libc-dev:amd64==4.15.0-147.151
v102 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v102
== Comparing pip list --format=freeze ==
aiobotocore==1.3.1 | aiobotocore==1.3.3
aioitertools==0.7.1 | aioitertools==0.8.0
albumentations==1.0.1 | albumentations==1.0.3
allennlp==2.5.0 | allennlp==2.6.0
anyio==3.2.0 | anyio==3.2.1
arrow==1.1.0 | arrow==1.1.1
basemap==1.2.1 <
bokeh==2.3.2 | bokeh==2.3.3
boto3==1.17.105 | boto3==1.18.16
botocore==1.20.105 | botocore==1.21.16
bqplot==0.12.29 | bqplot==0.12.30
Cartopy==0.18.0 | Cartopy==0.19.0.post1
catalyst==21.6 | catalyst==21.7
catboost==0.26 | catboost==0.26.1
cffi==1.14.5 | cffi==1.14.6
cleverhans==3.1.0 | cleverhans==4.0.0
cmudict==0.4.5 | cmudict==1.0.0
confuse==1.4.0 | confuse==1.5.0
cvxpy==1.1.7 <
Cython==0.29.23 | Cython==0.29.24
dask==2021.6.2 | dask==2021.7.2
dataclasses==0.6 <
> debugpy==1.3.0
distributed==2021.6.2 | distributed==2021.7.2
earthengine-api==0.1.272 | earthengine-api==0.1.277
easyocr==1.3.2 | easydict==1.9
> easyocr==1.4
emoji==1.2.0 | emoji==1.4.2
fancyimpute==0.5.5 <
fastcore==1.3.20 | fastcore==1.3.26
featuretools==0.25.0 | featuretools==0.26.1
fsspec==2021.6.1 | fsspec==2021.7.0
fury==0.7.0 | fury==0.7.1
gcsfs==2021.6.0 | gcsfs==2021.6.1
geopy==2.1.0 | geopy==2.2.0
gluoncv==0.10.3 | gluoncv==0.10.4.post4
google-auth==1.30.2 | google-auth==1.32.1
google-cloud-bigtable==2.2.0 | google-cloud-bigtable==2.3.0
google-cloud-core==1.7.0 | google-cloud-core==1.7.1
google-cloud-datastore==2.1.3 | google-cloud-datastore==2.1.4
google-cloud-kms==2.3.0 | google-cloud-kms==2.4.0
google-cloud-language==2.1.0 | google-cloud-language==2.2.0
google-cloud-monitoring==2.3.0 | google-cloud-monitoring==2.4.0
google-cloud-scheduler==2.2.0 | google-cloud-scheduler==2.3.0
google-cloud-spanner==3.5.0 | google-cloud-spanner==3.6.0
google-cloud-speech==2.4.0 | google-cloud-speech==2.5.0
google-cloud-storage==1.38.0 | google-cloud-storage==1.40.0
google-cloud-tasks==2.3.0 | google-cloud-tasks==2.4.0
google-cloud-translate==3.2.0 | google-cloud-translate==3.2.1
google-cloud-videointelligence==2.2.0 | google-cloud-videointelligence==2.3.0
google-cloud-vision==2.3.2 | google-cloud-vision==2.4.0
h2o==3.32.1.3 | h2o==3.32.1.5
hmmlearn==0.2.5 | hmmlearn==0.2.6
holidays==0.11.1 | holidays==0.11.2
holoviews==1.14.4 | holoviews==1.14.5
huggingface-hub==0.0.8 | huggingface-hub==0.0.12
humanize==3.10.0 | humanize==3.11.0
hypothesis==6.14.1 <
imagecodecs==2021.6.8 | imagecodecs==2021.7.30
ipykernel==5.5.5 | ipykernel==6.0.1
ipython==7.24.1 | ipython==7.25.0
jaraco.text==3.5.0 | jaraco.text==3.5.1
jax==0.2.12 | jax==0.2.16
jaxlib==0.1.64 | jaxlib==0.1.68
jupyter-server==1.8.0 | jupyter-server==1.9.0
kaggle-environments==1.7.11 | kaggle-environments==1.8.5
Keras==2.4.3 <
knnimpute==0.1.0 <
kornia==0.5.5 | kornia==0.5.8
mapclassify==2.4.2 | mapclassify==2.4.3
marisa-trie==0.7.5 | marisa-trie==0.7.7
markovify==0.9.0 | markovify==0.9.3
nbconvert==6.0.7 | nbconvert==6.1.0
onnx==1.8.1 <
opencv-python==4.5.2.54 | opencv-python==4.5.3.56
opencv-python-headless==4.5.2.54 | opencv-python-headless==4.5.3.56
optuna==2.8.0 | optuna==2.9.1
osqp==0.6.2.post0 <
packaging==20.9 | packaging==21.0
pandas==1.2.4 | pandas==1.3.0
pandas-datareader==0.9.0 | pandas-datareader==0.10.0
panel==0.11.3 | panel==0.12.0
path==16.0.0 | path==16.2.0
pip==21.1.2 | pip==21.1.3
proto-plus==1.18.1 | proto-plus==1.19.0
py-spy==0.3.7 | py-spy==0.3.8
pyaml==20.4.0 | pyaml==21.8.3
PyArabic==0.6.11 | PyArabic==0.6.14
pybind11==2.6.2 | pybind11==2.7.1
pydash==5.0.1 | pydash==5.0.2
pyDeprecate==0.3.0 | pyDeprecate==0.3.1
pydicom==2.1.2 | pydicom==2.2.0
pyLDAvis==3.3.1 | pyLDAvis==3.2.2
pymongo==3.11.4 | pymongo==3.12.0
pynndescent==0.5.3 | pynndescent==0.5.4
pyproj==2.6.1.post1 | pyproj==3.1.0
pytext-nlp==0.1.2 <
python-igraph==0.9.5 | python-igraph==0.9.6
pytorch-ignite==0.4.5 | pytorch-ignite==0.4.6
pytorch-lightning==1.3.8 | pytorch-lightning==1.4.1
qdldl==0.1.5.post0 <
ray==1.4.1 | ray==1.5.1
regex==2021.4.4 | regex==2021.7.6
> requests-unixsocket==0.2.0
s3fs==2021.6.1 | s3fs==2021.7.0
s3transfer==0.4.2 | s3transfer==0.5.0
scattertext==0.1.3 | scattertext==0.1.4
scipy==1.6.3 | scipy==1.7.0
scs==2.1.4 <
Send2Trash==1.5.0 | Send2Trash==1.7.1
sentry-sdk==1.2.0 | sentry-sdk==1.3.1
SimpleITK==2.0.2 | SimpleITK==2.1.0
simplejson==3.17.2 | simplejson==3.17.3
SQLAlchemy==1.4.18 | SQLAlchemy==1.4.20
stumpy==1.8.0 | stumpy==1.9.2
tenacity==7.0.0 | tenacity==8.0.1
tensorboard==2.4.1 | tensorboard==2.6.0
tensorflow-metadata==1.1.0 | tensorflow-metadata==1.2.0
tensorflow-probability==0.13.0 | tensorflow-probability==0.12.2
texttable==1.6.3 | texttable==1.6.4
threadpoolctl==2.1.0 | threadpoolctl==2.2.0
tifffile==2021.7.2 | tifffile==2021.8.8
torch==1.7.0 | torch==1.7.1+cpu
torchaudio==0.7.0a0+ac17b64 | torchaudio==0.7.2
torchtext==0.8.0a0+cd6902d | torchtext==0.8.1
torchvision==0.8.1 | torchvision==0.8.2+cpu
tqdm==4.61.1 | tqdm==4.61.2
transformers==4.6.1 | transformers==4.8.2
Twisted==21.2.0 | Twisted==21.7.0
urllib3==1.26.5 | urllib3==1.26.6
vowpalwabbit==8.10.2 | vowpalwabbit==8.11.0
wandb==0.10.33 | wandb==0.11.2
wslink==0.2.0 | wslink==1.0.0
xarray==0.18.2 | xarray==0.19.0
zipp==3.4.1 | zipp==3.5.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
apt==1.6.13 | apt==1.6.14
cmake==3.10.2-1ubuntu2.18.04.1 | cmake==3.10.2-1ubuntu2.18.04.2
cmake-data==3.10.2-1ubuntu2.18.04.1 | cmake-data==3.10.2-1ubuntu2.18.04.2
google-cloud-sdk==347.0.0-0 | google-cloud-sdk==351.0.0-0
libapt-inst2.0:amd64==1.6.13 | libapt-inst2.0:amd64==1.6.14
libapt-pkg5.0:amd64==1.6.13 | libapt-pkg5.0:amd64==1.6.14
libavahi-client3:amd64==0.7-3.1ubuntu1.2 | libavahi-client3:amd64==0.7-3.1ubuntu1.3
libavahi-common-data:amd64==0.7-3.1ubuntu1.2 | libavahi-common-data:amd64==0.7-3.1ubuntu1.3
libavahi-common3:amd64==0.7-3.1ubuntu1.2 | libavahi-common3:amd64==0.7-3.1ubuntu1.3
libhogweed4:amd64==3.4-1ubuntu0.1 | libhogweed4:amd64==3.4.1-0ubuntu0.18.04.1
libnettle6:amd64==3.4-1ubuntu0.1 | libnettle6:amd64==3.4.1-0ubuntu0.18.04.1
libsndfile1:amd64==1.0.28-4ubuntu0.18.04.1 | libsndfile1:amd64==1.0.28-4ubuntu0.18.04.2
libsystemd0:amd64==237-3ubuntu10.47 | libsystemd0:amd64==237-3ubuntu10.48
libudev1:amd64==237-3ubuntu10.47 | libudev1:amd64==237-3ubuntu10.48
linux-libc-dev:amd64==4.15.0-144.148 | linux-libc-dev:amd64==4.15.0-147.151
v101 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v101
== Comparing pip list --format=freeze ==
adal==1.2.6 <
aiobotocore==1.3.0 | aiobotocore==1.3.1
aiohttp==3.7.4 | aiohttp==3.7.4.post0
albumentations==0.5.2 | albumentations==1.0.1
alembic==1.5.8 | alembic==1.6.5
allennlp==2.3.0 | allennlp==2.5.0
> anyio==3.2.0
arrow==1.0.3 | arrow==1.1.0
attrs==20.3.0 | attrs==21.2.0
> autobahn==21.3.1
autogluon.core==0.1.0 | Automat==20.2.0
autograd==1.3 | Babel==2.9.1
Babel==2.9.0 <
backports.functools-lru-cache==1.6.3 | backports.csv==1.0.7
> backports.functools-lru-cache==1.6.4
bcrypt==3.2.0 | beatrix-jupyterlab==0.0.3
> beautifulsoup4==4.9.3
biopython==1.78 | biopython==1.79
black==20.8b1 | black==21.5b2
bokeh==2.3.1 | bokeh==2.3.2
boto3==1.17.53 | boto3==1.17.105
botocore==1.20.53 | botocore==1.20.105
> Bottleneck==1.3.2
bqplot==0.12.25 | bqplot==0.12.29
cachetools==4.2.1 | cachetools==4.2.2
catalyst==21.4.1 | catalyst==21.6
catboost==0.25.1 | catboost==0.26
certifi==2020.12.5 | certifi==2021.5.30
cftime==1.4.1 | cftime==1.5.0
cleverhans==3.0.1 | checklist==0.0.11
> cheroot==8.5.2
> CherryPy==18.6.1
> cleverhans==3.1.0
cliff==3.7.0 | cliff==3.8.0
cligj==0.7.1 | cligj==0.7.2
cmd2==1.5.0 | cmd2==2.1.2
colorful==0.5.4 <
conda==4.10.1 | conda==4.9.2
conda-package-handling==1.7.2 | conda-package-handling==1.7.3
ConfigSpace==0.4.18 <
> constantly==15.1.0
contextlib2==0.6.0.post1 | contextlib2==21.6.0
cookiecutter==1.7.2 | cookiecutter==1.7.0
dask==2021.4.0 | dask==2021.6.2
datashader==0.12.1 | datashader==0.13.0
datatable==0.11.1 | datatable==1.0.0
decorator==4.4.2 | decorator==5.0.9
decord==0.5.2 <
dill==0.3.3 | dill==0.3.4
dipy==1.4.0 | dipy==1.4.1
distributed==2021.4.0 | distributed==2021.6.2
docker==4.4.4 | docker==5.0.0
earthengine-api==0.1.261 | earthengine-api==0.1.272
easydev==0.11.0 | easydev==0.11.1
easyocr==1.3.0.1 | easyocr==1.3.2
ephem==3.7.7.1 | ephem==4.0.0.2
fastai==2.3.0 | fastai==2.2.7
fastcore==1.3.19 | fastcore==1.3.20
featuretools==0.23.3 | featuretools==0.25.0
> feedparser==6.0.8
flake8==3.9.1 | flake8==3.9.2
Flask==1.1.2 | Flask==2.0.1
fsspec==0.8.7 | fsspec==2021.6.1
funcy==1.15 | funcy==1.16
gcsfs==0.7.2 | gcsfs==2021.6.0
geographiclib==1.50 | geographiclib==1.52
geoplot==0.4.1 | geoplot==0.4.3
GitPython==3.1.14 | GitPython==3.1.18
gluoncv==0.10.1.post0 | gluoncv==0.10.3
google-api-core==1.26.2 | google-api-core==1.30.0
google-auth==1.26.1 | google-auth==1.30.2
google-auth-httplib2==0.0.4 | google-auth-httplib2==0.1.0
google-auth-oauthlib==0.4.3 | google-auth-oauthlib==0.4.4
> google-cloud-appengine-logging==0.1.1
> google-cloud-audit-log==0.1.0
google-cloud-bigtable==1.4.0 | google-cloud-bigtable==2.2.0
google-cloud-core==1.6.0 | google-cloud-core==1.7.0
google-cloud-dataproc==1.1.1 | google-cloud-dataproc==2.4.0
google-cloud-datastore==1.12.0 | google-cloud-datastore==2.1.3
google-cloud-firestore==1.8.1 | google-cloud-firestore==2.1.3
google-cloud-kms==1.4.0 | google-cloud-kms==2.3.0
google-cloud-language==2.0.0 | google-cloud-language==2.1.0
google-cloud-logging==1.15.1 | google-cloud-logging==2.5.0
google-cloud-monitoring==1.1.0 | google-cloud-monitoring==2.3.0
google-cloud-scheduler==1.3.0 | google-cloud-scheduler==2.2.0
google-cloud-spanner==1.17.1 | google-cloud-spanner==3.5.0
google-cloud-speech==1.3.2 | google-cloud-speech==2.4.0
google-cloud-storage==1.30.0 | google-cloud-storage==1.38.0
google-cloud-tasks==1.5.0 | google-cloud-tasks==2.3.0
google-cloud-translate==3.1.0 | google-cloud-translate==3.2.0
google-cloud-videointelligence==2.1.0 | google-cloud-videointelligence==2.2.0
google-cloud-vision==2.3.1 | google-cloud-vision==2.3.2
google-resumable-media==1.2.0 | google-resumable-media==1.3.1
greenlet==1.0.0 | greenlet==1.1.0
gym==0.18.0 | gym==0.18.3
h2o==3.32.1.1 | h2o==3.32.1.3
haversine==2.3.0 | haversine==2.3.1
hijri-converter==2.1.1 | hijri-converter==2.1.3
holoviews==1.14.3 | holoviews==1.14.4
httplib2==0.19.0 | httplib2==0.19.1
humanize==3.4.1 | huggingface-hub==0.0.8
> humanize==3.10.0
> hyperlink==21.0.0
hypertools==0.6.3 | hypertools==0.7.0
hypothesis==6.10.0 | hypothesis==6.14.1
imagecodecs==2021.3.31 | imagecodecs==2021.6.8
> incremental==21.3.0
ipykernel==5.5.0 | ipykernel==5.5.5
ipython==7.22.0 | ipython==7.24.1
> iso-639==0.4.5
itsdangerous==1.1.0 | itsdangerous==2.0.1
> jaraco.classes==3.2.1
> jaraco.collections==3.3.0
> jaraco.functools==3.3.0
> jaraco.text==3.5.0
Jinja2==2.11.3 | Jinja2==3.0.1
> jupyter==1.0.0
> jupyter-server==1.8.0
> jupyter-server-mathjax==0.2.3
keras-tuner==1.0.2 | keras-tuner==1.0.3
kmapper==2.0.0 | kmapper==2.0.1
kornia==0.5.0 | kornia==0.5.5
kubernetes==12.0.1 | kt-legacy==1.0.3
> kubernetes==17.17.0
libcst==0.3.18 | libcst==0.3.19
librosa==0.8.0 | librosa==0.8.1
lightgbm==3.2.0 | lightgbm==3.2.1
line-profiler==3.1.0 | line-profiler==3.3.0
lmdb==1.2.0 | lmdb==1.2.1
MarkupSafe==1.1.1 | MarkupSafe==2.0.1
matplotlib==3.4.1 | matplotlib==3.4.2
> matplotlib-inline==0.1.2
mercantile==1.1.6 | mercantile==1.2.1
mne==0.22.1 | mne==0.23.0
more-itertools==8.7.0 | more-itertools==8.8.0
mpld3==0.5.2 | mpld3==0.5.5
> multimethod==1.4
multiprocess==0.70.11.1 | multiprocess==0.70.12.2
nbdime==2.1.0 | nbdime==3.1.0
nbformat==5.1.2 | nbformat==5.1.3
nest-asyncio==1.4.3 | nest-asyncio==1.5.1
netCDF4==1.5.6 | netCDF4==1.5.7
nilearn==0.7.1 | nilearn==0.8.0
nnabla==1.19.0 | nnabla==1.20.1
notebook==6.3.0 | notebook==6.4.0
oauthlib==3.0.1 | oauthlib==3.1.1
opencensus==0.7.12 | opencensus==0.7.13
opencv-python==4.5.1.48 | opencv-python==4.5.2.54
opencv-python-headless==4.5.1.48 | opencv-python-headless==4.5.2.54
optuna==2.7.0 | optuna==2.8.0
ortools==8.2.8710 | ortools==9.0.9048
osmnx==1.0.1 | osmnx==1.1.1
pandas==1.2.3 | pandarallel==1.5.2
> pandas==1.2.4
pandas-profiling==2.11.0 | pandas-profiling==3.0.0
param==1.10.1 | param==1.11.1
paramiko==2.7.2 | parso==0.8.2
parso==0.8.1 <
path==15.1.2 | path==16.0.0
pathos==0.2.7 | pathos==0.2.8
pbr==5.5.1 | patternfork-nosql==3.6
pdf2image==1.14.0 | pbr==5.6.0
> pdf2image==1.16.0
> pdfminer.six==20201018
Pillow==7.2.0 | Pillow==8.2.0
pip==21.0.1 | pip==21.1.2
plotly==4.14.3 | plotly==5.1.0
pooch==1.3.0 | pooch==1.4.0
pox==0.2.9 | portend==2.7.1
> pox==0.3.0
ppft==1.6.6.3 | ppft==1.6.6.4
prometheus-client==0.9.0 | prometheus-client==0.11.0
prompt-toolkit==3.0.18 | prompt-toolkit==3.0.19
protobuf==3.15.8 | protobuf==3.17.3
pudb==2020.1 | pudb==2021.1
py-spy==0.3.5 | py-spy==0.3.7
PyArabic==0.6.10 | PyArabic==0.6.11
pyarrow==3.0.0 | pyarrow==4.0.0
pydash==5.0.0 | pydantic==1.8.2
> pydash==5.0.1
> pyDeprecate==0.3.0
pyglet==1.5.0 | pyglet==1.5.15
Pygments==2.8.1 | Pygments==2.9.0
PyJWT==2.0.1 | PyJWT==2.1.0
pymongo==3.11.3 | pymongo==3.11.4
PyNaCl==1.4.0 | pynndescent==0.5.3
pynndescent==0.5.2 <
pytesseract==0.3.7 | pytesseract==0.3.8
pytest==6.2.3 | pytest==6.2.4
> python-docx==0.8.11
python-igraph==0.9.1 | python-igraph==0.9.5
python-slugify==4.0.1 | python-slugify==5.0.2
pytorch-ignite==0.4.4 | pytorch-ignite==0.4.5
pytorch-lightning==1.2.8 | pytorch-lightning==1.3.8
> pyu2f==0.1.5
pyviz-comms==2.0.1 | pyviz-comms==2.1.0
PyYAML==5.3.1 | PyYAML==5.4.1
pyzmq==22.0.3 | pyzmq==22.1.0
qtconsole==5.0.3 | qtconsole==5.1.1
rasterio==1.2.2 | rasterio==1.2.6
ray==1.2.0 | ray==1.4.1
regex==2021.3.17 | regex==2021.4.4
rgf-python==3.9.0 | rgf-python==3.10.0
s3fs==0.6.0 | s3fs==2021.6.1
s3transfer==0.3.7 | s3transfer==0.4.2
scattertext==0.1.2 | scattertext==0.1.3
scikit-image==0.18.1 | scikit-image==0.18.2
scikit-learn==0.24.1 | scikit-learn==0.23.2
scipy==1.5.4 | scipy==1.6.3
scs==2.1.3 | scs==2.1.4
sentencepiece==0.1.95 | sentencepiece==0.1.96
sentry-sdk==1.0.0 | sentry-sdk==1.2.0
> sgmllib3k==1.0.0
sklearn-pandas==2.1.0 ...
v101 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v101
== Comparing pip list --format=freeze ==
adal==1.2.6 <
aiobotocore==1.3.0 | aiobotocore==1.3.1
aiohttp==3.7.4 | aiohttp==3.7.4.post0
albumentations==0.5.2 | albumentations==1.0.1
alembic==1.5.8 | alembic==1.6.5
allennlp==2.3.0 | allennlp==2.5.0
> anyio==3.2.0
arrow==1.0.3 | arrow==1.1.0
attrs==20.3.0 | attrs==21.2.0
> autobahn==21.3.1
autogluon.core==0.1.0 | Automat==20.2.0
autograd==1.3 | Babel==2.9.1
Babel==2.9.0 <
backports.functools-lru-cache==1.6.3 | backports.csv==1.0.7
> backports.functools-lru-cache==1.6.4
bcrypt==3.2.0 | beatrix-jupyterlab==0.0.3
> beautifulsoup4==4.9.3
biopython==1.78 | biopython==1.79
black==20.8b1 | black==21.5b2
bokeh==2.3.1 | bokeh==2.3.2
boto3==1.17.53 | boto3==1.17.105
botocore==1.20.53 | botocore==1.20.105
> Bottleneck==1.3.2
bqplot==0.12.25 | bqplot==0.12.29
cachetools==4.2.1 | cachetools==4.2.2
catalyst==21.4.1 | catalyst==21.6
catboost==0.25.1 | catboost==0.26
certifi==2020.12.5 | certifi==2021.5.30
cftime==1.4.1 | cftime==1.5.0
cleverhans==3.0.1 | checklist==0.0.11
> cheroot==8.5.2
> CherryPy==18.6.1
> cleverhans==3.1.0
cliff==3.7.0 | cliff==3.8.0
cligj==0.7.1 | cligj==0.7.2
cmd2==1.5.0 | cmd2==2.1.2
colorful==0.5.4 <
conda==4.10.1 | conda==4.9.2
conda-package-handling==1.7.2 | conda-package-handling==1.7.3
ConfigSpace==0.4.18 <
> constantly==15.1.0
contextlib2==0.6.0.post1 | contextlib2==21.6.0
cookiecutter==1.7.2 | cookiecutter==1.7.0
cudf==0.16.0 | cudf==21.6.1+2.g101fc0fda4
cuml==0.16.0 | cuml==21.6.2
cupy==8.0.0 | cupy==9.2.0
cupy-cuda110==8.6.0 <
dask==2021.4.0 | dask==2021.6.2
dask-cudf==0.16.0 | dask-cudf==21.6.1+2.g101fc0fda4
datashader==0.12.1 | datashader==0.13.0
datatable==0.11.1 | datatable==1.0.0
decorator==4.4.2 | decorator==5.0.9
decord==0.5.2 <
dill==0.3.3 | dill==0.3.4
dipy==1.4.0 | dipy==1.4.1
distributed==2021.4.0 | distributed==2021.6.2
docker==4.4.4 | docker==5.0.0
earthengine-api==0.1.261 | earthengine-api==0.1.272
easydev==0.11.0 | easydev==0.11.1
easyocr==1.3.0.1 | easyocr==1.3.2
ephem==3.7.7.1 | ephem==4.0.0.2
fastai==2.3.0 | fastai==2.2.7
fastavro==1.4.0 | fastavro==1.4.2
fastcore==1.3.19 | fastcore==1.3.20
featuretools==0.23.3 | featuretools==0.25.0
> feedparser==6.0.8
flake8==3.9.1 | flake8==3.9.2
Flask==1.1.2 | Flask==2.0.1
fsspec==0.8.7 | fsspec==2021.6.1
funcy==1.15 | funcy==1.16
gcsfs==0.7.2 | gcsfs==2021.6.0
geographiclib==1.50 | geographiclib==1.52
geoplot==0.4.1 | geoplot==0.4.3
GitPython==3.1.14 | GitPython==3.1.18
gluoncv==0.10.1.post0 | gluoncv==0.10.3
google-api-core==1.26.2 | google-api-core==1.30.0
google-auth==1.26.1 | google-auth==1.30.2
google-auth-httplib2==0.0.4 | google-auth-httplib2==0.1.0
google-auth-oauthlib==0.4.3 | google-auth-oauthlib==0.4.4
> google-cloud-appengine-logging==0.1.1
> google-cloud-audit-log==0.1.0
google-cloud-bigtable==1.4.0 | google-cloud-bigtable==2.2.0
google-cloud-core==1.6.0 | google-cloud-core==1.7.0
google-cloud-dataproc==1.1.1 | google-cloud-dataproc==2.4.0
google-cloud-datastore==1.12.0 | google-cloud-datastore==2.1.3
google-cloud-firestore==1.8.1 | google-cloud-firestore==2.1.3
google-cloud-kms==1.4.0 | google-cloud-kms==2.3.0
google-cloud-language==2.0.0 | google-cloud-language==2.1.0
google-cloud-logging==1.15.1 | google-cloud-logging==2.5.0
google-cloud-monitoring==1.1.0 | google-cloud-monitoring==2.3.0
google-cloud-scheduler==1.3.0 | google-cloud-scheduler==2.2.0
google-cloud-spanner==1.17.1 | google-cloud-spanner==3.5.0
google-cloud-speech==1.3.2 | google-cloud-speech==2.4.0
google-cloud-storage==1.30.0 | google-cloud-storage==1.38.0
google-cloud-tasks==1.5.0 | google-cloud-tasks==2.3.0
google-cloud-translate==3.1.0 | google-cloud-translate==3.2.0
google-cloud-videointelligence==2.1.0 | google-cloud-videointelligence==2.2.0
google-cloud-vision==2.3.1 | google-cloud-vision==2.3.2
google-resumable-media==1.2.0 | google-resumable-media==1.3.1
greenlet==1.0.0 | greenlet==1.1.0
gym==0.18.0 | gym==0.18.3
h2o==3.32.1.1 | h2o==3.32.1.3
haversine==2.3.0 | haversine==2.3.1
hijri-converter==2.1.1 | hijri-converter==2.1.3
holoviews==1.14.3 | holoviews==1.14.4
httplib2==0.19.0 | httplib2==0.19.1
humanize==3.4.1 | huggingface-hub==0.0.8
> humanize==3.10.0
> hyperlink==21.0.0
hypertools==0.6.3 | hypertools==0.7.0
hypothesis==6.10.0 | hypothesis==6.14.1
imagecodecs==2021.3.31 | imagecodecs==2021.6.8
> incremental==21.3.0
ipykernel==5.5.0 | ipykernel==5.5.5
ipython==7.22.0 | ipython==7.24.1
> iso-639==0.4.5
itsdangerous==1.1.0 | itsdangerous==2.0.1
jax==0.2.12 | jaraco.classes==3.2.1
jaxlib==0.1.64+cuda110 | jaraco.collections==3.3.0
> jaraco.functools==3.3.0
> jaraco.text==3.5.0
> jax==0.2.16
> jaxlib==0.1.68+cuda110
Jinja2==2.11.3 | Jinja2==3.0.1
> jupyter==1.0.0
> jupyter-server==1.8.0
> jupyter-server-mathjax==0.2.3
keras-tuner==1.0.2 | keras-tuner==1.0.3
kmapper==2.0.0 | kmapper==2.0.1
kornia==0.5.0 | kornia==0.5.5
kubernetes==12.0.1 | kt-legacy==1.0.3
> kubernetes==17.17.0
libcst==0.3.18 | libcst==0.3.19
librosa==0.8.0 | librosa==0.8.1
lightgbm==3.2.0 | lightgbm==3.2.1
line-profiler==3.1.0 | line-profiler==3.3.0
lmdb==1.2.0 | lmdb==1.2.1
MarkupSafe==1.1.1 | MarkupSafe==2.0.1
matplotlib==3.4.1 | matplotlib==3.4.2
> matplotlib-inline==0.1.2
mercantile==1.1.6 | mercantile==1.2.1
mne==0.22.1 | mne==0.23.0
more-itertools==8.7.0 | more-itertools==8.8.0
mpld3==0.5.2 | mpld3==0.5.5
> multimethod==1.4
multiprocess==0.70.11.1 | multiprocess==0.70.12.2
nbdime==2.1.0 | nbdime==3.1.0
nbformat==5.1.2 | nbformat==5.1.3
nest-asyncio==1.4.3 | nest-asyncio==1.5.1
netCDF4==1.5.6 | netCDF4==1.5.7
nilearn==0.7.1 | nilearn==0.8.0
nnabla==1.19.0 | nnabla==1.20.1
nnabla-ext-cuda110==1.19.0 | nnabla-ext-cuda110==1.20.1
notebook==6.3.0 | notebook==6.4.0
> nvtx==0.2.3
oauthlib==3.0.1 | oauthlib==3.1.1
opencensus==0.7.12 | opencensus==0.7.13
opencv-python==4.5.1.48 | opencv-python==4.5.2.54
opencv-python-headless==4.5.1.48 | opencv-python-headless==4.5.2.54
optuna==2.7.0 | optuna==2.8.0
ortools==8.2.8710 | ortools==9.0.9048
osmnx==1.0.1 | osmnx==1.1.1
pandas==1.1.5 | pandarallel==1.5.2
> pandas==1.2.4
pandas-profiling==2.11.0 | pandas-profiling==3.0.0
param==1.10.1 | param==1.11.1
paramiko==2.7.2 | parso==0.8.2
parso==0.8.1 <
path==15.1.2 | path==16.0.0
pathos==0.2.7 | pathos==0.2.8
pbr==5.5.1 | patternfork-nosql==3.6
pdf2image==1.14.0 | pbr==5.6.0
> pdf2image==1.16.0
> pdfminer.six==20201018
Pillow==7.2.0 | Pillow==8.2.0
pip==21.0.1 | pip==21.1.2
plotly==4.14.3 | plotly==5.1.0
pooch==1.3.0 | pooch==1.4.0
pox==0.2.9 | portend==2.7.1
> pox==0.3.0
ppft==1.6.6.3 | ppft==1.6.6.4
prometheus-client==0.9.0 | prometheus-client==0.11.0
prompt-toolkit==3.0.18 | prompt-toolkit==3.0.19
protobuf==3.15.8 | protobuf==3.17.3
pudb==2020.1 | pudb==2021.1
py-spy==0.3.5 | py-spy==0.3.7
PyArabic==0.6.10 | PyArabic==0.6.11
pydash==5.0.0 | pydantic==1.8.2
> pydash==5.0.1
> pyDeprecate==0.3.0
pyglet==1.5.0 | pyglet==1.5.15
Pygments==2.8.1 | Pygments==2.9.0
PyJWT==2.0.1 | PyJWT==2.1.0
pymongo==3.11.3 | pymongo==3.11.4
PyNaCl==1.4.0 | pynndescent==0.5.3
pynndescent==0.5.2 <
pytesseract==0.3.7 | pytesseract==0.3.8
pytest==6.2.3 | pytest==6.2.4
> python-docx==0.8.11
python-igraph==0.9.1 | python-igraph==0.9.5
python-slugify==4.0.1 | python-slugify==5.0.2
pytools==2021.2.3 | pytools==2021.2.7
pytorch-ignite==0.4.4 | pytorch-ignite==0.4.5
pytorch-lightning==1.2.8 | pytorch-lightning==1.3.8
> pyu2f==0.1.5
pyviz-comms==2.0.1 | pyviz-comms==2.1.0
PyYAML==5.3.1 | PyYAML==5.4.1
pyzmq==22.0.3 | pyzmq==22.1.0
qtconsole==5.0.3 | qtconsole==5.1.1
rasterio==1.2.2 | rasterio==1.2.6
ray==1.2.0 | ray==1.4.1
regex==2021.3.17 | regex==2021.4.4
rgf-python==3.9.0 | rgf-python==3.10.0
rmm==0.16.0 ...
v100 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v100
== Comparing pip freeze ==
aiobotocore==1.2.2 | aiobotocore==1.3.0
aiohttp @ file:///home/conda/feedstock_root/build_artifacts/a | aiohttp @ file:///home/conda/feedstock_root/build_artifacts/a
allennlp==2.2.0 | allennlp==2.3.0
arrow @ file:///home/conda/feedstock_root/build_artifacts/arr | arrow @ file:///home/conda/feedstock_root/build_artifacts/arr
astropy @ file:///home/conda/feedstock_root/build_artifacts/a <
backports.functools-lru-cache==1.6.1 | backports.functools-lru-cache @ file:///home/conda/feedstock_
bokeh==2.3.0 | bokeh==2.3.1
boto3==1.17.40 | boto3==1.17.53
botocore==1.20.40 | botocore==1.20.53
Bottleneck @ file:///home/conda/feedstock_root/build_artifact <
bqplot==0.12.23 | bqplot==0.12.25
caip-notebooks-serverextension @ file:///opt/conda/conda-bld/ | caip-notebooks-serverextension @ file:///opt/conda/conda-bld/
catalyst==21.3.2 | catalyst==21.4.1
catboost==0.25 | catboost==0.25.1
chardet @ file:///home/conda/feedstock_root/build_artifacts/c | chardet @ file:///home/conda/feedstock_root/build_artifacts/c
colorlog==4.8.0 | colorlog==5.0.1
conda==4.9.2 | conda==4.10.1
cryptography @ file:///home/conda/feedstock_root/build_artifa | cryptography @ file:///home/conda/feedstock_root/build_artifa
Cython==0.29.22 | Cython==0.29.23
dask==2021.3.1 | dask==2021.4.0
defusedxml==0.6.0 | defusedxml @ file:///home/conda/feedstock_root/build_artifact
Deprecated @ file:///home/conda/feedstock_root/build_artifact | Deprecated @ file:///home/conda/feedstock_root/build_artifact
distributed==2021.3.1 | distributed==2021.4.0
dm-tree==0.1.5 | dm-tree==0.1.6
docker @ file:///home/conda/feedstock_root/build_artifacts/do | docker @ file:///home/conda/feedstock_root/build_artifacts/do
docutils==0.16 | docutils==0.17.1
earthengine-api==0.1.258 | earthengine-api==0.1.261
fastai==2.2.7 | fastai==2.3.0
featuretools==0.23.2 | featuretools==0.23.3
flake8==3.9.0 | flake8==3.9.1
fsspec @ file:///home/conda/feedstock_root/build_artifacts/fs | fsspec @ file:///home/conda/feedstock_root/build_artifacts/fs
gensim==4.0.0 | gensim==4.0.1
gitdb @ file:///home/conda/feedstock_root/build_artifacts/git | gitdb @ file:///home/conda/feedstock_root/build_artifacts/git
GitPython @ file:///home/conda/feedstock_root/build_artifacts | GitPython @ file:///home/conda/feedstock_root/build_artifacts
gluoncv==0.10.1 | gluoncv==0.10.1.post0
google-api-core @ file:///Users/runner/miniforge3/conda-bld/g | google-api-core @ file:///home/conda/feedstock_root/build_art
google-auth @ file:///home/conda/feedstock_root/build_artifac | google-auth @ file:///home/conda/feedstock_root/build_artifac
google-auth-oauthlib @ file:///home/conda/feedstock_root/buil | google-auth-oauthlib @ file:///home/conda/feedstock_root/buil
google-cloud-aiplatform @ git+https://github.com/googleapis/p | google-cloud-aiplatform @ git+https://github.com/googleapis/p
google-cloud-translate==3.0.2 | google-cloud-translate==3.1.0
google-cloud-videointelligence==2.0.0 | google-cloud-videointelligence==2.1.0
google-cloud-vision==2.2.0 | google-cloud-vision==2.3.1
googleapis-common-protos @ file:///home/conda/feedstock_root/ | googleapis-common-protos @ file:///home/conda/feedstock_root/
> greenlet @ file:///home/conda/feedstock_root/build_artifacts/
holidays==0.10.5.2 | holidays==0.11.1
holoviews==1.14.2 | holoviews==1.14.3
humanize==3.3.0 | humanize==3.4.1
hypothesis==6.8.3 | hypothesis==6.10.0
imagecodecs==2021.2.26 | imagecodecs==2021.3.31
importlib-metadata @ file:///home/conda/feedstock_root/build_ | importlib-metadata==3.4.0
ipykernel==5.1.1 | ipykernel @ file:///home/conda/feedstock_root/build_artifacts
ipython @ file:///home/conda/feedstock_root/build_artifacts/i | ipympl==0.7.0
> ipython @ file:///home/conda/feedstock_root/build_artifacts/i
jedi==0.17.2 | jax==0.2.12
> jaxlib==0.1.64
> jedi @ file:///home/conda/feedstock_root/build_artifacts/jedi
jsonpickle==2.0.0 | jsonschema @ file:///home/conda/feedstock_root/build_artifact
jsonschema @ file:///home/conda/feedstock_root/build_artifact | jupyter-client @ file:///home/conda/feedstock_root/build_arti
jupyter==1.0.0 <
jupyter-aihub-deploy-extension @ file:///opt/conda/conda-bld/ <
jupyter-client @ file:///home/conda/feedstock_root/build_arti <
learntools @ git+https://github.com/Kaggle/learntools@e0e6040 | learntools @ git+https://github.com/Kaggle/learntools@3d21e2e
lightgbm==3.1.1 | lightgbm==3.2.0
line-profiler==3.2.0 | line-profiler==3.1.0
llvmlite==0.35.0 | llvmlite==0.36.0
lmdb==1.1.1 | lmdb==1.2.0
Markdown @ file:///home/conda/feedstock_root/build_artifacts/ | Markdown @ file:///home/conda/feedstock_root/build_artifacts/
matplotlib==3.4.0 | matplotlib==3.4.1
mne==0.22.0 | mne==0.22.1
multimethod @ file:///home/conda/feedstock_root/build_artifac <
nbclient @ file:///home/conda/feedstock_root/build_artifacts/ | nbclient @ file:///home/conda/feedstock_root/build_artifacts/
nnabla==1.13.0 | nnabla==1.19.0
notebook==5.5.0 | notebook @ file:///home/conda/feedstock_root/build_artifacts/
notebook-executor @ file:///opt/conda/conda-bld/dlenv-base_16 | notebook-executor @ file:///opt/conda/conda-bld/dlenv-base_16
numba @ file:///home/conda/feedstock_root/build_artifacts/num | numba @ file:///home/conda/feedstock_root/build_artifacts/num
optuna==2.6.0 | optuna==2.7.0
pandas==1.2.2 | pandas==1.2.3
pandas-profiling @ file:///home/conda/feedstock_root/build_ar | pandas-profiling @ file:///home/conda/feedstock_root/build_ar
panel==0.11.1 | panel==0.11.3
papermill @ file:///home/conda/feedstock_root/build_artifacts | papermill @ file:///home/conda/feedstock_root/build_artifacts
parso==0.7.1 | parso @ file:///home/conda/feedstock_root/build_artifacts/par
partd==1.1.0 | partd==1.2.0
phik @ file:///home/conda/feedstock_root/build_artifacts/phik | phik @ file:///home/conda/feedstock_root/build_artifacts/phik
prettytable @ file:///home/conda/feedstock_root/build_artifac | prettytable @ file:///home/conda/feedstock_root/build_artifac
prompt-toolkit @ file:///home/conda/feedstock_root/build_arti | prompt-toolkit @ file:///home/conda/feedstock_root/build_arti
protobuf==3.15.6 | protobuf==3.15.8
pyerfa @ file:///home/conda/feedstock_root/build_artifacts/py <
Pygments @ file:///home/conda/feedstock_root/build_artifacts/ | Pygments @ file:///home/conda/feedstock_root/build_artifacts/
PyPrind==2.11.2 | PyPrind==2.11.3
pytest==6.2.2 | pytest==6.2.3
pytorch-lightning==1.2.5 | pytorch-lightning==1.2.8
pyzmq @ file:///home/conda/feedstock_root/build_artifacts/pyz | pyzmq @ file:///home/conda/feedstock_root/build_artifacts/pyz
rasterio==1.2.1 | rasterio==1.2.2
regex @ file:///home/conda/feedstock_root/build_artifacts/reg | regex @ file:///home/conda/feedstock_root/build_artifacts/reg
rsa @ file:///home/conda/feedstock_root/build_artifacts/rsa_1 | rsa @ file:///home/conda/feedstock_root/build_artifacts/rsa_1
s3fs==0.5.2 | s3fs==0.6.0
s3transfer==0.3.6 | s3transfer==0.3.7
sacremoses==0.0.43 | sacremoses==0.0.45
scs==2.1.2 | scs==2.1.3
spectral==0.22.1 | spectral==0.22.2
SQLAlchemy @ file:///home/conda/feedstock_root/build_artifact | SQLAlchemy @ file:///home/conda/feedstock_root/build_artifact
sympy==1.7.1 | sympy==1.8
tangled-up-in-unicode @ file:///home/conda/feedstock_root/bui | tangled-up-in-unicode @ file:///home/conda/feedstock_root/bui
tenacity @ file:///home/conda/feedstock_root/build_artifacts/ | tenacity @ file:///home/conda/feedstock_root/build_artifacts/
tensorboardX==2.1 | tensorboardX==2.2
tensorflow-hub==0.11.0 | tensorflow-hub==0.12.0
tensorflow-probability==0.12.1 | tensorflow-probability==0.12.2
terminado @ file:///home/conda/feedstock_root/build_artifacts | terminado @ file:///home/conda/feedstock_root/build_artifacts
tifffile==2021.3.17 | tifffile==2021.4.8
tokenizers==0.10.1 | tokenizers==0.10.2
tornado==5.0.2 | tornado @ file:///home/conda/feedstock_root/build_artifacts/t
tqdm @ file:///home/conda/feedstock_root/build_artifacts/tqdm | tqdm @ file:///home/conda/feedstock_root/build_artifacts/tqdm
transformers==4.4.2 | transformers==4.5.1
typeguard==2.11.1 | typeguard==2.12.0
urllib3 @ file:///home/conda/feedstock_root/build_artifacts/u | urllib3 @ file:///home/conda/feedstock_root/build_artifacts/u
visions==0.4.4 | visions @ file:///home/conda/feedstock_root/build_artifacts/v
vowpalwabbit==8.9.0 | vowpalwabbit==8.10.1
Wand==0.5.3 | Wand==0.6.6
wandb==0.10.23 | wandb==0.10.26
xgboost==1.3.3 | xgboost==1.4.0
zipp @ file:///home/conda/feedstock_root/build_artifacts/zipp | zipp @ file:///home/conda/feedstock_root/build_artifacts/zipp
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
apt-transport-https==1.6.12ubuntu0.2 | apt-transport-https==1.6.13
binutils==2.30-21ubuntu1~18.04.4 | binutils==2.30-21ubuntu1~18.04.5
binutils-common:amd64==2.30-21ubuntu1~18.04.4 | binutils-common:amd64==2.30-21ubuntu1~18.04.5
binutils-x86-64-linux-gnu==2.30-21ubuntu1~18.04.4 | binutils-x86-64-linux-gnu==2.30-21ubuntu1~18.04.5
gcsfuse==0.33.1 | gcsfuse==0.34.0
git==1:2.17.1-1ubuntu0.7 | gi...