v101 - GPU
·
533 commits
to main
since this release
[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 | rmm==21.6.0
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 | sklearn-pandas==2.2.0
smart-open==5.0.0 | smart-open==5.1.0
> sniffio==1.2.0
sortedcontainers==2.3.0 | sortedcontainers==2.4.0
spacy==2.3.5 | soupsieve==2.2.1
> spacy==2.3.7
SQLAlchemy==1.4.3 | SQLAlchemy==1.4.18
tangled-up-in-unicode==0.0.7 | tangled-up-in-unicode==0.1.0
> tempora==4.1.1
> tensorboard-data-server==0.6.1
tensorflow==2.4.1 <
tensorflow-gcs-config==2.1.7 | tensorflow-gcs-config==2.4.0
> tensorflow-gpu==2.4.1
tensorflow-metadata==0.29.0 | tensorflow-metadata==1.1.0
tensorflow-probability==0.12.2 | tensorflow-probability==0.13.0
terminado==0.9.3 | terminado==0.10.1
terminaltables==3.1.0 | testpath==0.5.0
testpath==0.4.4 <
tifffile==2021.4.8 | tifffile==2021.7.2
tokenizers==0.10.2 | tokenizers==0.10.3
torchmetrics==0.2.0 | torchmetrics==0.4.1
tqdm==4.59.0 | tqdm==4.61.1
transformers==4.5.1 | transformers==4.6.1
treelite==0.93 | treelite==1.3.0
treelite-runtime==0.93 | treelite-runtime==1.3.0
typed-ast==1.4.2 | Twisted==21.2.0
typeguard==2.12.0 | txaio==21.2.1
> typed-ast==1.4.3
> typeguard==2.12.1
typing-inspect==0.6.0 | typing-inspect==0.7.1
ucx-py==0.16.0 | ucx-py==0.20.0
> ujson==4.0.2
urllib3==1.26.4 | urllib3==1.26.5
visions==0.6.0 | visions==0.7.1
vowpalwabbit==8.10.1 | vowpalwabbit==8.10.2
vtk==9.0.1 | vtk==9.0.3
wandb==0.10.26 | wandb==0.10.33
Werkzeug==1.0.1 | Werkzeug==2.0.1
wfdb==3.3.0 | wfdb==3.4.0
Wordbatch==1.4.6 | Wordbatch==1.4.8
xarray==0.17.0 | wslink==0.2.0
xgboost==1.4.0 | xarray==0.18.2
> xgboost==1.4.2
> zc.lockfile==2.0
> zope.interface==5.4.0
== 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==1.6.12ubuntu0.2 | apt==1.6.13
apt-transport-https==1.6.13 | apt-transport-https==1.6.14
curl==7.58.0-2ubuntu3.12 | curl==7.58.0-2ubuntu3.13
distro-info-data==0.37ubuntu0.9 | distro-info-data==0.37ubuntu0.10
gcsfuse==0.34.0 | gcsfuse==0.35.1
google-cloud-sdk==336.0.0-0 | google-cloud-sdk==347.0.0-0
imagemagick-6-common==8:6.9.7.4+dfsg-16ubuntu6.9 | imagemagick-6-common==8:6.9.7.4+dfsg-16ubuntu6.11
libapt-inst2.0:amd64==1.6.12ubuntu0.2 | libapt-inst2.0:amd64==1.6.13
libapt-pkg5.0:amd64==1.6.12ubuntu0.2 | libapt-pkg5.0:amd64==1.6.13
libarchive13:amd64==3.2.2-3.1ubuntu0.6 | libarchive13:amd64==3.2.2-3.1ubuntu0.7
libcaca0:amd64==0.99.beta19-2ubuntu0.18.04.1 | libcaca0:amd64==0.99.beta19-2ubuntu0.18.04.2
libcurl3-gnutls:amd64==7.58.0-2ubuntu3.12 | libcurl3-gnutls:amd64==7.58.0-2ubuntu3.13
libcurl4:amd64==7.58.0-2ubuntu3.12 | libcurl4:amd64==7.58.0-2ubuntu3.13
libcurl4-openssl-dev:amd64==7.58.0-2ubuntu3.12 | libcurl4-openssl-dev:amd64==7.58.0-2ubuntu3.13
libhogweed4:amd64==3.4-1 | libhogweed4:amd64==3.4-1ubuntu0.1
liblz4-1:amd64==0.0~r131-2ubuntu3 | liblz4-1:amd64==0.0~r131-2ubuntu3.1
libmagickcore-6.q16-3:amd64==8:6.9.7.4+dfsg-16ubuntu6.9 | libmagickcore-6.q16-3:amd64==8:6.9.7.4+dfsg-16ubuntu6.11
libmagickwand-6.q16-3:amd64==8:6.9.7.4+dfsg-16ubuntu6.9 | libmagickwand-6.q16-3:amd64==8:6.9.7.4+dfsg-16ubuntu6.11
libnettle6:amd64==3.4-1 | libnettle6:amd64==3.4-1ubuntu0.1
libpam-modules:amd64==1.1.8-3.6ubuntu2.18.04.2 | libpam-modules:amd64==1.1.8-3.6ubuntu2.18.04.3
libpam-modules-bin==1.1.8-3.6ubuntu2.18.04.2 | libpam-modules-bin==1.1.8-3.6ubuntu2.18.04.3
libpam-runtime==1.1.8-3.6ubuntu2.18.04.2 | libpam-runtime==1.1.8-3.6ubuntu2.18.04.3
libpam0g:amd64==1.1.8-3.6ubuntu2.18.04.2 | libpam0g:amd64==1.1.8-3.6ubuntu2.18.04.3
libseccomp2:amd64==2.4.3-1ubuntu3.18.04.3 | libseccomp2:amd64==2.5.1-1ubuntu1~18.04.1
libsystemd0:amd64==237-3ubuntu10.45 | libsystemd0:amd64==237-3ubuntu10.47
libudev1:amd64==237-3ubuntu10.45 | libudev1:amd64==237-3ubuntu10.47
libwebp6:amd64==0.6.1-2 | libwebp6:amd64==0.6.1-2ubuntu0.18.04.1
libwebpmux3:amd64==0.6.1-2 | libwebpmux3:amd64==0.6.1-2ubuntu0.18.04.1
libx11-6:amd64==2:1.6.4-3ubuntu0.3 | libx11-6:amd64==2:1.6.4-3ubuntu0.4
libx11-data==2:1.6.4-3ubuntu0.3 | libx11-data==2:1.6.4-3ubuntu0.4
libx11-xcb1:amd64==2:1.6.4-3ubuntu0.3 | libx11-xcb1:amd64==2:1.6.4-3ubuntu0.4
libxml2:amd64==2.9.4+dfsg1-6.1ubuntu1.3 | libxml2:amd64==2.9.4+dfsg1-6.1ubuntu1.4
libxtst6:amd64==2:1.2.3-1 <
linux-libc-dev:amd64==4.15.0-140.144 | linux-libc-dev:amd64==4.15.0-144.148
openjdk-11-jre-headless:amd64==11.0.10+9-0ubuntu1~18.04 | openjdk-11-jre-headless:amd64==11.0.11+9-0ubuntu2~18.04
python-apt-common==1.6.5ubuntu0.5 | python-apt-common==1.6.5ubuntu0.6
python-pip==9.0.1-2.3~ubuntu1.18.04.4 | python-pip==9.0.1-2.3~ubuntu1.18.04.5
python-pip-whl==9.0.1-2.3~ubuntu1.18.04.4 | python-pip-whl==9.0.1-2.3~ubuntu1.18.04.5
python3-apt==1.6.5ubuntu0.5 | python3-apt==1.6.5ubuntu0.6
python3-pip==9.0.1-2.3~ubuntu1.18.04.4 | python3-pip==9.0.1-2.3~ubuntu1.18.04.5
ubuntu-keyring==2018.09.18.1~18.04.0 | ubuntu-keyring==2018.09.18.1~18.04.2