v83 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v83
== Comparing pip freeze ==
albumentations==0.4.5 | albumentations==0.4.6
bayesian-optimization @ git+https://github.com/fmfn/BayesianO | bayesian-optimization @ git+https://github.com/fmfn/BayesianO
boto3==1.14.18 | boto3==1.14.28
botocore==1.17.18 | botocore==1.17.28
category-encoders @ git+https://github.com/scikit-learn-contr | category-encoders @ git+https://github.com/scikit-learn-contr
cftime==1.2.0 | cftime==1.2.1
cmaes==0.5.1 | cmaes==0.6.0
cmd2==1.1.0 | cmd2==1.2.1
colorlog==4.1.0 | colorlog==4.2.1
coverage==5.2 | coverage==5.2.1
cvxpy==1.1.1 | cvxpy==1.1.3
Cython==0.29.20 | Cython==0.29.21
dask==2.20.0 | dask==2.21.0
dask-ml==1.5.0 | dask-ml==1.6.0
earthengine-api==0.1.226 | earthengine-api==0.1.228
fancyimpute==0.5.4 | fancyimpute==0.5.5
fury==0.5.1 | fury==0.6.0
google==2.0.3 | google==3.0.0
h2o==3.30.0.6 | h2o==3.30.0.7
holidays==0.10.2 | holidays==0.10.3
imgaug==0.2.6 | imgaug==0.4.0
importlib-metadata==1.6.0 | importlib-metadata==1.7.0
kaggle-environments==1.0.12 | kaggle-environments==1.0.15
learntools @ git+https://github.com/Kaggle/learntools@cda43a1 | learntools @ git+https://github.com/Kaggle/learntools@43ac741
librosa==0.7.2 | librosa==0.8.0
netCDF4==1.5.3 | netCDF4==1.5.4
opt-einsum==3.2.1 | opt-einsum==3.3.0
pandas-datareader==0.8.1 | pandas-datareader==0.9.0
plotly==4.8.2 | plotly==4.9.0
portalocker==1.7.0 | pooch==1.1.1
> portalocker==1.7.1
> pydegensac==0.1.2
pytest-mock==3.1.1 | pytest-mock==3.2.0
pytorch-ignite==0.4.0.post1 | pytorch-ignite==0.4.1
scattertext==0.0.2.65 | scattertext==0.0.2.67
scikit-surprise==1.1.0 | scikit-surprise==1.1.1
sentry-sdk==0.16.0 | sentry-sdk==0.16.2
stevedore==2.0.1 | stevedore==3.2.0
tensorflow-datasets==3.1.0 | tensorflow-datasets==3.2.1
tifffile==2020.7.4 | tifffile==2020.7.24
typing==3.7.4.1 | typing==3.7.4.3
urwid==2.1.0 | urwid==2.1.1
wandb==0.9.2 | wandb==0.9.4
wasabi==0.7.0 | wasabi==0.7.1
wfdb==3.0.1 | wfdb==3.1.0
xarray==0.15.1 | xarray==0.16.0
yarl==1.4.2 | yarl==1.5.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
ffmpeg==7:3.4.6-0ubuntu0.18.04.1 | ffmpeg==7:3.4.8-0ubuntu0.2
google-cloud-sdk==299.0.0-0 | google-cloud-sdk==302.0.0-0
libavcodec57:amd64==7:3.4.6-0ubuntu0.18.04.1 | libavcodec57:amd64==7:3.4.8-0ubuntu0.2
libavdevice57:amd64==7:3.4.6-0ubuntu0.18.04.1 | libavdevice57:amd64==7:3.4.8-0ubuntu0.2
libavfilter6:amd64==7:3.4.6-0ubuntu0.18.04.1 | libavfilter6:amd64==7:3.4.8-0ubuntu0.2
libavformat57:amd64==7:3.4.6-0ubuntu0.18.04.1 | libavformat57:amd64==7:3.4.8-0ubuntu0.2
libavresample3:amd64==7:3.4.6-0ubuntu0.18.04.1 | libavresample3:amd64==7:3.4.8-0ubuntu0.2
libavutil55:amd64==7:3.4.6-0ubuntu0.18.04.1 | libavutil55:amd64==7:3.4.8-0ubuntu0.2
libdrm-amdgpu1:amd64==2.4.99-1ubuntu1~18.04.2 | libdrm-amdgpu1:amd64==2.4.101-2~18.04.1
libdrm-common==2.4.99-1ubuntu1~18.04.2 | libdrm-common==2.4.101-2~18.04.1
libdrm2:amd64==2.4.99-1ubuntu1~18.04.2 | libdrm2:amd64==2.4.101-2~18.04.1
libgl1-mesa-glx:amd64==19.2.8-0ubuntu0~18.04.3 | libgl1-mesa-glx:amd64==20.0.8-0ubuntu1~18.04.1
> libllvm10:amd64==1:10.0.0-4ubuntu1~18.04.1
libpostproc54:amd64==7:3.4.6-0ubuntu0.18.04.1 | libpostproc54:amd64==7:3.4.8-0ubuntu0.2
libpython2.7:amd64==2.7.17-1~18.04ubuntu1 | libpython2.7:amd64==2.7.17-1~18.04ubuntu1.1
libpython2.7-dev:amd64==2.7.17-1~18.04ubuntu1 | libpython2.7-dev:amd64==2.7.17-1~18.04ubuntu1.1
libpython2.7-minimal:amd64==2.7.17-1~18.04ubuntu1 | libpython2.7-minimal:amd64==2.7.17-1~18.04ubuntu1.1
libpython2.7-stdlib:amd64==2.7.17-1~18.04ubuntu1 | libpython2.7-stdlib:amd64==2.7.17-1~18.04ubuntu1.1
libpython3.6:amd64==3.6.9-1~18.04ubuntu1 | libpython3.6:amd64==3.6.9-1~18.04ubuntu1.1
libpython3.6-dev:amd64==3.6.9-1~18.04ubuntu1 | libpython3.6-dev:amd64==3.6.9-1~18.04ubuntu1.1
libpython3.6-minimal:amd64==3.6.9-1~18.04ubuntu1 | libpython3.6-minimal:amd64==3.6.9-1~18.04ubuntu1.1
libpython3.6-stdlib:amd64==3.6.9-1~18.04ubuntu1 | libpython3.6-stdlib:amd64==3.6.9-1~18.04ubuntu1.1
libswresample2:amd64==7:3.4.6-0ubuntu0.18.04.1 | libswresample2:amd64==7:3.4.8-0ubuntu0.2
libswscale4:amd64==7:3.4.6-0ubuntu0.18.04.1 | libswscale4:amd64==7:3.4.8-0ubuntu0.2
mesa-va-drivers:amd64==19.2.8-0ubuntu0~18.04.3 | mesa-va-drivers:amd64==20.0.8-0ubuntu1~18.04.1
mesa-vdpau-drivers:amd64==19.2.8-0ubuntu0~18.04.3 | mesa-vdpau-drivers:amd64==20.0.8-0ubuntu1~18.04.1
openjdk-11-jre-headless:amd64==11.0.7+10-2ubuntu2~18.04 | openjdk-11-jre-headless:amd64==11.0.8+10-0ubuntu1~18.04.1
python-crcmod==1.7-2build4 <
python2.7==2.7.17-1~18.04ubuntu1 | python2.7==2.7.17-1~18.04ubuntu1.1
python2.7-dev==2.7.17-1~18.04ubuntu1 | python2.7-dev==2.7.17-1~18.04ubuntu1.1
python2.7-minimal==2.7.17-1~18.04ubuntu1 | python2.7-minimal==2.7.17-1~18.04ubuntu1.1
> python3-crcmod==1.7-2build4
python3.6==3.6.9-1~18.04ubuntu1 | python3.6==3.6.9-1~18.04ubuntu1.1
python3.6-dev==3.6.9-1~18.04ubuntu1 | python3.6-dev==3.6.9-1~18.04ubuntu1.1
python3.6-minimal==3.6.9-1~18.04ubuntu1 | python3.6-minimal==3.6.9-1~18.04ubuntu1.1