Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v130 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v130
== Comparing pip list --format=freeze ==
astroid==2.14.2 | astroid==2.15.1
Babel==2.11.0 | Babel==2.12.1
beautifulsoup4==4.11.2 | beautifulsoup4==4.12.0
> cached-property==1.5.2
certifi==2021.10.8 | certifi==2022.12.7
charset-normalizer==3.0.1 | charset-normalizer==3.1.0
chex==0.1.6 | chex==0.1.7
> cloud-tpu-client==0.10
colorama==0.4.6 | cmake==3.26.1
comm==0.1.2 | comm==0.1.3
commonmark==0.9.1 <
distrax==0.1.3 | distrax==0.1.2
docstring-to-markdown==0.11 | docstring-to-markdown==0.12
einops==0.4.1 | einops==0.6.0
etils==1.0.0 | etils==1.1.1
fastjsonschema==2.16.2 | fastjsonschema==2.16.3
> filelock==3.10.7
flatbuffers==2.0.7 | flatbuffers==23.3.3
flax==0.4.2 | flax==0.6.7
fonttools==4.38.0 | fonttools==4.39.3
google-auth==2.16.1 | google-api-core==1.34.0
> google-api-python-client==1.8.0
> google-auth==2.16.3
> google-auth-httplib2==0.1.0
googleapis-common-protos==1.58.0 | googleapis-common-protos==1.59.0
grpcio==1.51.3 | grpcio==1.53.0
> httplib2==0.22.0
importlib-metadata==6.0.0 | importlib-metadata==6.1.0
ipykernel==6.21.2 | ipykernel==6.22.0
ipython==8.10.0 | ipython==8.11.0
jax==0.3.10 | jax==0.4.6
jaxlib==0.3.10 | jaxlib==0.4.6
jupyter_client==8.0.3 | jupyter_client==8.1.0
jupyter_core==5.2.0 | jupyter_core==5.3.0
jupyter-lsp==1.5.1 | jupyter-lsp==2.0.1
jupyter_server==2.3.0 | jupyter_server==2.5.0
jupyter_server_fileid==0.7.0 | jupyter_server_fileid==0.8.0
jupyter_server_ydoc==0.6.1 | jupyter_server_ydoc==0.8.0
jupyter-ydoc==0.2.2 | jupyter-ydoc==0.2.3
jupyterlab==3.6.1 | jupyterlab==3.6.2
jupyterlab-lsp==3.10.2 | jupyterlab-lsp==4.0.1
jupyterlab_server==2.19.0 | jupyterlab_server==2.21.0
keras==2.11.0 | keras==2.12.0
libclang==15.0.6.1 | libclang==16.0.0
libtpu-nightly==0.1.dev20211015 | libtpu-nightly==0.1.dev20230309
Markdown==3.4.1 | lit==16.0.0
> Markdown==3.4.3
> markdown-it-py==2.2.0
matplotlib==3.7.0 | matplotlib==3.7.1
> mdurl==0.1.2
msgpack==1.0.4 | ml-dtypes==0.0.4
nbclassic==0.5.2 | mpmath==1.3.0
> msgpack==1.0.5
> nbclassic==0.5.3
nbconvert==7.2.9 | nbconvert==7.2.10
nbformat==5.7.3 | nbformat==5.8.0
notebook==6.5.2 | networkx==3.0
> notebook==6.5.3
numpy==1.22.4 | numpy==1.23.5
> nvidia-cublas-cu11==11.10.3.66
> nvidia-cuda-cupti-cu11==11.7.101
> nvidia-cuda-nvrtc-cu11==11.7.99
> nvidia-cuda-runtime-cu11==11.7.99
> nvidia-cudnn-cu11==8.5.0.96
> nvidia-cufft-cu11==10.9.0.58
> nvidia-curand-cu11==10.2.10.91
> nvidia-cusolver-cu11==11.4.0.1
> nvidia-cusparse-cu11==11.7.4.91
> nvidia-nccl-cu11==2.14.3
> nvidia-nvtx-cu11==11.7.91
> oauth2client==4.1.3
> orbax==0.1.6
platformdirs==3.0.0 | platformdirs==3.2.0
prompt-toolkit==3.0.37 | prompt-toolkit==3.0.38
protobuf==3.19.6 | protobuf==3.20.3
pylint==2.16.2 | pylint==2.17.1
pytz==2022.7.1 | pytz==2023.2
pyzmq==25.0.0 | pyzmq==25.0.2
rich==11.2.0 | rich==13.3.3
sentry-sdk==1.15.0 | sentry-sdk==1.18.0
> sympy==1.11.1
tenacity==8.2.1 | tenacity==8.2.2
tensorboard==2.11.2 | tensorboard==2.12.0
tensorboard-data-server==0.6.1 | tensorboard-data-server==0.7.0
tensorflow==2.11.0 | tensorflow==2.12.0
tensorflow-datasets==4.8.2 | tensorflow-datasets==4.8.3
tensorflow-estimator==2.11.0 | tensorflow-estimator==2.12.0
tensorflow-hub==0.12.0 | tensorflow-hub==0.13.0
tensorflow-io-gcs-filesystem==0.30.0 | tensorflow-io-gcs-filesystem==0.31.0
tensorflow-text==2.11.0 | tensorflow-text==2.12.0
> tensorstore==0.1.35
tomlkit==0.11.6 | tomlkit==0.11.7
torch==1.10.0 | torch==2.0.0
torch-xla==1.10 | torch-xla==2.0
torchaudio==0.10.0 | torchaudio==2.0.0
torchtext==0.11.0 | torchdata==0.6.0
torchvision==0.11.1 | torchtext==0.15.1
> torchvision==0.15.1
tqdm==4.64.1 | tqdm==4.65.0
treex==0.6.10 | treex==0.6.12
> triton==2.0.0
urllib3==1.26.14 | uritemplate==3.0.1
> urllib3==1.26.15
webcolors==1.12 | webcolors==1.13
wheel==0.38.4 | wheel==0.40.0
zipp==3.14.0 | zipp==3.15.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
curl==7.74.0-1.3+deb11u5 | curl==7.74.0-1.3+deb11u7
git==1:2.30.2-1+deb11u1 | git==1:2.30.2-1+deb11u2
git-man==1:2.30.2-1+deb11u1 | git-man==1:2.30.2-1+deb11u2
imagemagick==8:6.9.11.60+dfsg-1.3 | imagemagick==8:6.9.11.60+dfsg-1.3+deb11u1
imagemagick-6-common==8:6.9.11.60+dfsg-1.3 | imagemagick-6-common==8:6.9.11.60+dfsg-1.3+deb11u1
imagemagick-6.q16==8:6.9.11.60+dfsg-1.3 | imagemagick-6.q16==8:6.9.11.60+dfsg-1.3+deb11u1
libapr1:amd64==1.7.0-6+deb11u1 | libapr1:amd64==1.7.0-6+deb11u2
libaprutil1:amd64==1.6.1-5 | libaprutil1:amd64==1.6.1-5+deb11u1
libcurl3-gnutls:amd64==7.74.0-1.3+deb11u5 | libcurl3-gnutls:amd64==7.74.0-1.3+deb11u7
libcurl4:amd64==7.74.0-1.3+deb11u5 | libcurl4:amd64==7.74.0-1.3+deb11u7
libcurl4-openssl-dev:amd64==7.74.0-1.3+deb11u5 | libcurl4-openssl-dev:amd64==7.74.0-1.3+deb11u7
libde265-0:amd64==1.0.8-1 | libde265-0:amd64==1.0.11-0+deb11u1
libgnutls30:amd64==3.7.1-5+deb11u2 | libgnutls30:amd64==3.7.1-5+deb11u3
libmagickcore-6-arch-config:amd64==8:6.9.11.60+dfsg-1.3 | libmagickcore-6-arch-config:amd64==8:6.9.11.60+dfsg-1.3+deb11
libmagickcore-6-headers==8:6.9.11.60+dfsg-1.3 | libmagickcore-6-headers==8:6.9.11.60+dfsg-1.3+deb11u1
libmagickcore-6.q16-6:amd64==8:6.9.11.60+dfsg-1.3 | libmagickcore-6.q16-6:amd64==8:6.9.11.60+dfsg-1.3+deb11u1
libmagickcore-6.q16-6-extra:amd64==8:6.9.11.60+dfsg-1.3 | libmagickcore-6.q16-6-extra:amd64==8:6.9.11.60+dfsg-1.3+deb11
libmagickcore-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.3 | libmagickcore-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.3+deb11u1
libmagickcore-dev==8:6.9.11.60+dfsg-1.3 | libmagickcore-dev==8:6.9.11.60+dfsg-1.3+deb11u1
libmagickwand-6-headers==8:6.9.11.60+dfsg-1.3 | libmagickwand-6-headers==8:6.9.11.60+dfsg-1.3+deb11u1
libmagickwand-6.q16-6:amd64==8:6.9.11.60+dfsg-1.3 | libmagickwand-6.q16-6:amd64==8:6.9.11.60+dfsg-1.3+deb11u1
libmagickwand-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.3 | libmagickwand-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.3+deb11u1
libmagickwand-dev==8:6.9.11.60+dfsg-1.3 | libmagickwand-dev==8:6.9.11.60+dfsg-1.3+deb11u1
libtiff-dev:amd64==4.2.0-1+deb11u3 | libtiff-dev:amd64==4.2.0-1+deb11u4
libtiff5:amd64==4.2.0-1+deb11u3 | libtiff5:amd64==4.2.0-1+deb11u4
libtiffxx5:amd64==4.2.0-1+deb11u3 | libtiffxx5:amd64==4.2.0-1+deb11u4
v129 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v129
== Comparing pip list --format=freeze ==
GitPython==3.1.30 | GitPython==3.1.31
google-auth==2.16.0 | google-auth==2.16.1
grpcio==1.51.1 | grpcio==1.51.3
importlib-resources==5.10.2 | importlib-resources==5.12.0
jupyter_client==8.0.2 | jupyter_client==8.0.3
jupyter-events==0.5.0 | jupyter-events==0.6.3
jupyter_server==2.2.1 | jupyter_server==2.3.0
jupyter_server_fileid==0.6.0 | jupyter_server_fileid==0.7.0
nbclassic==0.5.1 | nbclassic==0.5.2
prompt-toolkit==3.0.36 | prompt-toolkit==3.0.37
python-json-logger==2.0.5 | python-json-logger==2.0.7
scipy==1.10.0 | scipy==1.10.1
soupsieve==2.3.2.post1 | soupsieve==2.4
typing_extensions==4.4.0 | typing_extensions==4.5.0
Werkzeug==2.2.2 | Werkzeug==2.2.3
y-py==0.5.5 | y-py==0.5.9
zipp==3.13.0 | zipp==3.14.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
v129 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v129
== Comparing pip list --format=freeze ==
absl-py==1.2.0 | absl-py==1.4.0
aiohttp==3.8.1 | aiohttp==3.8.3
> aiohttp-cors==0.7.0
aiosignal==1.2.0 | aiorwlock==1.3.0
> aiosignal==1.3.1
alembic==1.9.3 | alembic==1.9.4
allennlp==2.10.1 <
anyio==3.6.1 | anyio==3.6.2
apache-beam==2.41.0 | apache-beam==2.44.0
asn1crypto==1.5.1 <
attrs==22.1.0 | attrs==22.2.0
Babel==2.10.3 | Babel==2.11.0
> backoff==1.10.0
base58==2.1.1 <
beatrix-jupyterlab==3.1.7 | beatrix-jupyterlab==2023.123.173907
black==22.6.0 <
bleach==5.0.1 | bleach==6.0.0
blinker==1.4 | blessed==1.19.1
boto3==1.26.72 | boto3==1.26.77
cached-path==1.1.6 <
cloudpickle==2.2.0 | cloud-tpu-profiler==2.4.0
> cloudpickle==2.2.1
cmake==3.24.1.1 | cmake==3.25.0
> colorful==0.5.5
commonmark==0.9.1 | conda==22.9.0
conda==4.14.0 <
conda-package-handling==1.8.1 | conda-package-handling==2.0.2
> conda_package_streaming==0.7.0
configparser==5.3.0 <
contextlib2==21.6.0 <
cryptography==37.0.4 | cryptography==38.0.2
> cudf==21.12.2
> cuml==21.12.0
> cupy==9.6.0
cytoolz==0.12.1 | cytoolz==0.12.0
> dask-cudf==21.12.2
> db-dtypes==1.0.5
debugpy==1.6.3 | debugpy==1.6.6
distributed==2022.2.0 | distributed==2021.11.2
dm-tree==0.1.7 | dm-tree==0.1.8
docker==5.0.3 | docker==6.0.1
earthengine-api==0.1.341 | earthengine-api==0.1.342
en-core-web-lg==3.3.0 | en-core-web-lg==3.5.0
en-core-web-sm==3.3.0 | en-core-web-sm==3.5.0
fairscale==0.4.6 <
fastapi==0.92.0 | fastapi==0.89.1
fastavro==1.6.1 | fastavro==1.7.0
fasteners==0.17.3 | fasteners==0.18
fastjsonschema==2.16.1 | fastjsonschema==2.16.2
fastrlock==0.8.1 | fastrlock==0.8
filelock==3.7.1 | filelock==3.9.0
flatbuffers==1.12 | flatbuffers==23.1.21
flit_core==3.7.1 | flit_core==3.8.0
fonttools==4.37.1 | fonttools==4.38.0
frozendict==2.3.4 | frozendict==2.3.5
frozenlist==1.3.1 | frozenlist==1.3.3
future==0.18.2 | future==0.18.3
gcsfs==2022.8.2 | gcsfs==2023.1.0
gitdb==4.0.9 | gitdb==4.0.10
GitPython==3.1.27 | GitPython==3.1.30
google-api-core==1.33.0 | google-api-core==1.34.0
google-api-python-client==2.61.0 | google-api-python-client==2.79.0
google-cloud-appengine-logging==1.1.4 <
google-cloud-audit-log==0.2.4 <
google-cloud-bigquery-storage==2.13.2 | google-cloud-bigtable==1.7.3
google-cloud-bigtable==2.11.3 <
google-cloud-dataproc==5.0.1 | google-cloud-datastore==1.15.5
google-cloud-datastore==2.8.1 | google-cloud-dlp==3.11.1
google-cloud-dlp==3.9.0 | google-cloud-language==2.6.1
google-cloud-firestore==2.6.1 | google-cloud-monitoring==2.14.1
google-cloud-kms==2.12.1 | google-cloud-pubsub==2.14.0
google-cloud-language==2.5.2 | google-cloud-pubsublite==1.6.0
google-cloud-logging==3.2.2 <
google-cloud-monitoring==2.11.1 <
google-cloud-pubsub==2.13.6 <
google-cloud-pubsublite==1.4.3 <
google-cloud-resource-manager==1.6.1 | google-cloud-resource-manager==1.8.1
google-cloud-scheduler==2.7.1 | google-cloud-spanner==3.27.0
google-cloud-spanner==3.20.0 <
google-cloud-speech==2.15.1 <
google-cloud-tasks==2.10.2 | google-cloud-translate==3.8.4
google-cloud-translate==3.8.2 | google-cloud-videointelligence==2.8.3
google-cloud-videointelligence==2.8.1 <
google-crc32c==1.1.2 | google-crc32c==1.5.0
googleapis-common-protos==1.56.4 | googleapis-common-protos==1.58.0
> gpustat==1.0.0
greenlet==1.1.3 | greenlet==2.0.1
grpc-google-iam-v1==0.12.4 | grpc-google-iam-v1==0.12.6
grpcio==1.48.1 | grpcio==1.51.1
grpcio-gcp==0.2.2 | grpcio-status==1.48.2
grpcio-status==1.48.1 | gviz-api==1.10.0
gym==0.26.2 | gym==0.23.1
h5py==3.7.0 | h5py==3.8.0
huggingface-hub==0.10.1 | huggingface-hub==0.12.1
idna==3.3 | idna==3.4
ImageHash==4.3.0 | ImageHash==4.3.1
imageio==2.21.3 | imageio==2.25.0
importlib-metadata==6.0.0 | importlib-metadata==4.11.4
ipydatawidgets==4.3.2 | ipydatawidgets==4.3.3
ipykernel==6.15.3 | ipykernel==6.16.2
ipython==7.33.0 | ipython==7.34.0
ipython-sql==0.3.9 | ipython-sql==0.4.1
jaraco.classes==3.2.2 <
jedi==0.18.1 | jedi==0.18.2
jeepney==0.8.0 <
joblib==1.0.1 | joblib==1.2.0
json5==0.9.5 | json5==0.9.11
jsonnet==0.19.1 | jsonschema==4.17.3
jsonschema==4.16.0 | jupyter-client==7.3.4
jupyter==1.0.0 | jupyter-console==6.6.1
jupyter_client==7.3.5 | jupyter_core==4.12.0
jupyter-console==6.4.4 <
jupyter_core==4.11.1 <
jupyter-server==1.18.1 | jupyter-server==1.23.5
jupyterlab==3.2.9 | jupyterlab==3.4.8
jupyterlab-git==0.39.2 | jupyterlab-git==0.41.0
jupyterlab-server==2.10.3 | jupyterlab_server==2.15.2
jupyterlab-widgets==3.0.3 | jupyterlab-widgets==3.0.5
jupytext==1.14.0 | jupytext==1.14.4
keras==2.9.0 | keras==2.11.0
Keras-Preprocessing==1.1.2 <
keyring==23.9.1 <
keyrings.google-artifactregistry-auth==1.1.1 <
> kubernetes==25.3.0
> lazy_loader==0.1
libclang==14.0.6 | libclang==15.0.6.1
libmambapy==0.25.0 | libmambapy==0.27.0
librosa==0.9.2 | librosa==0.10.0
lightning-utilities==0.6.0.post0 | lightning-utilities==0.7.1
llvmlite==0.38.1 | llvmlite==0.39.1
lmdb==1.4.0 <
lxml==4.9.1 | lxml==4.9.2
> lz4==4.3.2
mamba==0.25.0 | mamba==0.27.0
MarkupSafe==2.1.2 | MarkupSafe==2.1.1
mdit-py-plugins==0.3.0 | mdit-py-plugins==0.3.3
mdurl==0.1.0 | mdurl==0.1.2
missingno==0.4.2 | missingno==0.5.1
mistune==0.8.4 | mistune==2.0.4
more-itertools==8.14.0 <
multidict==6.0.2 | multidict==6.0.4
multimethod==1.4 | multimethod==1.9.1
mypy-extensions==0.4.3 <
nbclassic==0.4.3 | nbclassic==0.4.8
nbclient==0.5.13 | nbclient==0.7.2
nbconvert==6.4.5 | nbconvert==7.2.8
nbformat==5.5.0 | nbformat==5.7.3
nest-asyncio==1.5.5 | nest-asyncio==1.5.6
networkx==2.7 | networkx==2.6.3
nltk==3.8.1 | nltk==3.2.4
nnabla==1.34.0 <
nnabla-ext-cuda110==1.34.0 <
notebook==6.4.12 | notebook==6.5.2
notebook-shim==0.1.0 | notebook_shim==0.2.2
numba==0.55.2 | numba==0.56.4
> nvidia-ml-py==11.495.46
> nvtx==0.2.3
oauthlib==3.2.1 | oauthlib==3.2.2
> objsize==0.6.1
onnx==1.13.0 | onnx==1.13.1
> opencensus==0.11.1
> opencensus-context==0.1.3
> opentelemetry-api==1.1.0
> opentelemetry-exporter-otlp==1.1.0
> opentelemetry-exporter-otlp-proto-grpc==1.1.0
> opentelemetry-proto==1.1.0
> opentelemetry-sdk==1.1.0
> opentelemetry-semantic-conventions==0.20b0
orjson==3.8.0 | orjson==3.8.5
ortools==9.5.2237 | ortools==9.4.1874
overrides==6.2.0 | overrides==6.5.0
pandas-profiling==3.1.0 | pandas-profiling==3.6.2
papermill==2.3.4 | papermill==2.4.0
patchelf==0.17.2.0 <
pathspec==0.10.1 <
patsy==0.5.2 | patsy==0.5.3
phik==0.12.2 | phik==0.12.3
Pillow==9.2.0 | Pillow==9.4.0
pip==22.2.2 | pip==22.3.1
platformdirs==2.5.2 | platformdirs==2.6.2
ply==3.11 <
polars==0.16.5 | polars==0.16.8
prettytable==3.4.1 | prettytable==0.7.2
prometheus-client==0.14.1 | prometheus-client==0.15.0
prompt-toolkit==3.0.31 | prompt-toolkit==3.0.36
proto-plus==1.22.1 | proto-plus==1.22.2
psutil==5.9.2 | psutil==5.9.3
> ptxcompiler==0.7.0
> py-spy==0.3.14
pyarrow==9.0.0 | pyarrow==5.0.0
pyasn1-modules==0.2.7 | pyasn1-modules==0.2.8
pycosat==0.6.3 | pycosat==0.6.4
pycrypto==2.6.1 | pycryptodome==3.17
pydantic==1.8.2 | pydantic==1.10.4
PyJWT==2.4.0 | PyJWT==2.6.0
pymongo==3.12.3 | pymongo==3.13.0
pyOpenSSL==22.0.0 | pyOpenSSL==23.0.0
PyQt5==5.15.7 | pyrsistent==0.19.3
PyQt5-sip==12.11.0 <
pyrsistent==0.18.1 <
pythreejs==2.4.1 | pythreejs==2.4.2
pytorch-ignite==0.4.10 | pytorch-ignite==0.4.11
pytorch-lightning==1.9.2 | pytorch-lightning==1.9.3
pytz==2022.2.1 | pytz==2022.7.1
pyzmq==23.2.1 | pyzmq==25.0.0
qtconsole==5.3.2 | qtconsole==5.4.0
QtPy==2.2.0 | QtPy==2.3.0
rasterstats==0.17.1 | rasterstats==0.18.0
> ray-cpp==2.2.0
requests==2.28.1 | requests==2.28.2
resampy==0.4.2 <
retrying==1.3.3 | retrying==1.3.4
rich==12.6.0 | rich==13.2.0
> rmm==21.12.0
sacremoses==0.0.53 <
seaborn==0.12.0 | seaborn==0.12.2
SecretStorage==3.3.3 <
shortuuid==1.0.11 <
sip==6.6.2 ...
v129 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v129
== Comparing pip list --format=freeze ==
absl-py==1.2.0 | absl-py==1.4.0
aiohttp==3.8.1 | aiohttp==3.8.3
> aiohttp-cors==0.7.0
aiosignal==1.2.0 | aiorwlock==1.3.0
> aiosignal==1.3.1
alembic==1.9.3 | alembic==1.9.4
allennlp==2.10.1 <
anyio==3.6.1 | anyio==3.6.2
apache-beam==2.41.0 | apache-beam==2.44.0
asn1crypto==1.5.1 <
attrs==22.1.0 | attrs==22.2.0
Babel==2.10.3 | Babel==2.11.0
> backoff==1.10.0
base58==2.1.1 <
beatrix-jupyterlab==3.1.7 | beatrix-jupyterlab==2023.123.173907
black==22.6.0 <
bleach==5.0.1 | bleach==6.0.0
blinker==1.4 | blessed==1.19.1
boto3==1.26.72 | boto3==1.26.77
cached-path==1.1.6 <
cloudpickle==2.2.0 | cloudpickle==2.2.1
> cmake==3.25.0
> colorful==0.5.5
commonmark==0.9.1 | conda==22.9.0
conda==4.14.0 <
conda-package-handling==1.8.1 | conda-package-handling==2.0.2
> conda_package_streaming==0.7.0
cryptography==37.0.4 | cryptography==38.0.2
> db-dtypes==1.0.5
debugpy==1.6.3 | debugpy==1.6.6
dm-tree==0.1.7 | dm-tree==0.1.8
docker==5.0.3 | docker==6.0.1
earthengine-api==0.1.341 | earthengine-api==0.1.342
en-core-web-lg==3.3.0 | en-core-web-lg==3.5.0
en-core-web-sm==3.3.0 | en-core-web-sm==3.5.0
fairscale==0.4.6 <
fastapi==0.92.0 | fastapi==0.89.1
fastavro==1.6.1 | fastavro==1.7.0
fasteners==0.17.3 | fasteners==0.18
fastjsonschema==2.16.1 | fastjsonschema==2.16.2
filelock==3.7.1 | filelock==3.9.0
flatbuffers==1.12 | flatbuffers==23.1.21
flit_core==3.7.1 | flit_core==3.8.0
fonttools==4.37.1 | fonttools==4.38.0
frozendict==2.3.4 | frozendict==2.3.5
frozenlist==1.3.1 | frozenlist==1.3.3
future==0.18.2 | future==0.18.3
gcsfs==2022.8.2 | gcsfs==2023.1.0
gitdb==4.0.9 | gitdb==4.0.10
GitPython==3.1.27 | GitPython==3.1.30
google-api-core==1.33.0 | google-api-core==1.34.0
google-api-python-client==2.61.0 | google-api-python-client==2.79.0
google-cloud-appengine-logging==1.1.4 <
google-cloud-audit-log==0.2.4 <
google-cloud-bigquery-storage==2.13.2 | google-cloud-bigtable==1.7.3
google-cloud-bigtable==2.11.3 <
google-cloud-dataproc==5.0.1 | google-cloud-datastore==1.15.5
google-cloud-datastore==2.8.1 | google-cloud-dlp==3.11.1
google-cloud-dlp==3.9.0 | google-cloud-language==2.6.1
google-cloud-firestore==2.6.1 | google-cloud-monitoring==2.14.1
google-cloud-kms==2.12.1 | google-cloud-pubsub==2.14.0
google-cloud-language==2.5.2 | google-cloud-pubsublite==1.6.0
google-cloud-logging==3.2.2 <
google-cloud-monitoring==2.11.1 <
google-cloud-pubsub==2.13.6 <
google-cloud-pubsublite==1.4.3 <
google-cloud-resource-manager==1.6.1 | google-cloud-resource-manager==1.8.1
google-cloud-scheduler==2.7.1 | google-cloud-spanner==3.27.0
google-cloud-spanner==3.20.0 <
google-cloud-speech==2.15.1 <
google-cloud-tasks==2.10.2 | google-cloud-translate==3.8.4
google-cloud-translate==3.8.2 | google-cloud-videointelligence==2.8.3
google-cloud-videointelligence==2.8.1 <
google-crc32c==1.1.2 | google-crc32c==1.5.0
googleapis-common-protos==1.56.4 | googleapis-common-protos==1.58.0
> gpustat==1.0.0
greenlet==1.1.3 | greenlet==2.0.1
grpc-google-iam-v1==0.12.4 | grpc-google-iam-v1==0.12.6
grpcio==1.48.1 | grpcio==1.51.1
grpcio-gcp==0.2.2 | grpcio-status==1.48.2
grpcio-status==1.48.1 <
gym==0.26.2 | gym==0.23.1
h5py==3.7.0 | h5py==3.8.0
huggingface-hub==0.10.1 | huggingface-hub==0.12.1
idna==3.3 | idna==3.4
ImageHash==4.3.0 | ImageHash==4.3.1
imageio==2.21.3 | imageio==2.25.0
importlib-metadata==6.0.0 | importlib-metadata==4.11.4
ipydatawidgets==4.3.2 | ipydatawidgets==4.3.3
ipykernel==6.15.3 | ipykernel==6.16.2
ipython==7.33.0 | ipython==7.34.0
ipython-sql==0.3.9 | ipython-sql==0.4.1
jaraco.classes==3.2.2 <
jedi==0.18.1 | jedi==0.18.2
jeepney==0.8.0 <
joblib==1.0.1 | joblib==1.2.0
json5==0.9.5 | json5==0.9.11
jsonnet==0.19.1 | jsonschema==4.17.3
jsonschema==4.16.0 | jupyter_client==7.4.9
jupyter==1.0.0 | jupyter-console==6.6.1
jupyter_client==7.3.5 | jupyter_core==4.12.0
jupyter-console==6.4.4 <
jupyter_core==4.11.1 <
jupyter-server==1.18.1 | jupyter-server==1.23.5
jupyterlab==3.2.9 | jupyterlab==3.4.8
jupyterlab-git==0.39.2 | jupyterlab-git==0.41.0
jupyterlab-server==2.10.3 | jupyterlab_server==2.15.2
jupyterlab-widgets==3.0.3 | jupyterlab-widgets==3.0.5
jupytext==1.14.0 | jupytext==1.14.4
keras==2.9.0 | keras==2.11.0
Keras-Preprocessing==1.1.2 <
keyring==23.9.1 <
keyrings.google-artifactregistry-auth==1.1.1 <
> kubernetes==25.3.0
> lazy_loader==0.1
libclang==14.0.6 | libclang==15.0.6.1
libmambapy==0.25.0 | libmambapy==0.27.0
librosa==0.9.2 | librosa==0.10.0
lightning-utilities==0.6.0.post0 | lightning-utilities==0.7.1
llvmlite==0.38.1 | llvmlite==0.39.1
lmdb==1.4.0 <
lxml==4.9.1 | lxml==4.9.2
> lz4==4.3.2
mamba==0.25.0 | mamba==0.27.0
MarkupSafe==2.1.2 | MarkupSafe==2.1.1
mdit-py-plugins==0.3.0 | mdit-py-plugins==0.3.3
mdurl==0.1.0 | mdurl==0.1.2
missingno==0.4.2 | missingno==0.5.1
mistune==0.8.4 | mistune==2.0.4
more-itertools==8.14.0 <
multidict==6.0.2 | multidict==6.0.4
multimethod==1.4 | multimethod==1.9.1
mypy-extensions==0.4.3 <
nbclassic==0.4.3 | nbclassic==0.4.8
nbclient==0.5.13 | nbclient==0.7.2
nbconvert==6.4.5 | nbconvert==7.2.8
nbformat==5.5.0 | nbformat==5.7.3
nest-asyncio==1.5.5 | nest-asyncio==1.5.6
networkx==2.7 | networkx==2.6.3
nltk==3.8.1 | nltk==3.2.4
notebook==6.4.12 | notebook==6.5.2
notebook-shim==0.1.0 | notebook_shim==0.2.2
numba==0.55.2 | numba==0.56.4
> nvidia-ml-py==11.495.46
oauthlib==3.2.1 | oauthlib==3.2.2
> objsize==0.6.1
onnx==1.13.0 | onnx==1.13.1
> opencensus==0.11.1
> opencensus-context==0.1.3
> opentelemetry-api==1.1.0
> opentelemetry-exporter-otlp==1.1.0
> opentelemetry-exporter-otlp-proto-grpc==1.1.0
> opentelemetry-proto==1.1.0
> opentelemetry-sdk==1.1.0
> opentelemetry-semantic-conventions==0.20b0
orjson==3.8.0 | orjson==3.8.5
ortools==9.5.2237 | ortools==9.4.1874
overrides==6.2.0 | overrides==6.5.0
pandas-profiling==3.1.0 | pandas-profiling==3.6.2
papermill==2.3.4 | papermill==2.4.0
pathspec==0.10.1 <
patsy==0.5.2 | patsy==0.5.3
phik==0.12.2 | phik==0.12.3
Pillow==9.2.0 | Pillow==9.4.0
pip==22.2.2 | pip==22.3.1
platformdirs==2.5.2 | platformdirs==2.6.2
ply==3.11 <
polars==0.16.5 | polars==0.16.8
prettytable==3.4.1 | prettytable==0.7.2
prometheus-client==0.14.1 | prometheus-client==0.15.0
prompt-toolkit==3.0.31 | prompt-toolkit==3.0.36
proto-plus==1.22.1 | proto-plus==1.22.2
psutil==5.9.2 | psutil==5.9.3
> py-spy==0.3.14
pyarrow==9.0.0 | pyarrow==6.0.1
pyasn1-modules==0.2.7 | pyasn1-modules==0.2.8
pycosat==0.6.3 | pycosat==0.6.4
pycrypto==2.6.1 | pycryptodome==3.17
pydantic==1.8.2 | pydantic==1.10.4
PyJWT==2.4.0 | PyJWT==2.6.0
pymongo==3.12.3 | pymongo==3.13.0
pyOpenSSL==22.0.0 | pyOpenSSL==23.0.0
PyQt5==5.15.7 | pyrsistent==0.19.3
PyQt5-sip==12.11.0 <
pyrsistent==0.18.1 <
pythreejs==2.4.1 | pythreejs==2.4.2
pytorch-ignite==0.4.10 | pytorch-ignite==0.4.11
pytorch-lightning==1.9.2 | pytorch-lightning==1.9.3
pytz==2022.2.1 | pytz==2022.7.1
pyzmq==23.2.1 | pyzmq==25.0.0
qtconsole==5.3.2 | qtconsole==5.4.0
QtPy==2.2.0 | QtPy==2.3.0
rasterstats==0.17.1 | rasterstats==0.18.0
> ray-cpp==2.2.0
requests==2.28.1 | requests==2.28.2
resampy==0.4.2 <
retrying==1.3.3 | retrying==1.3.4
rich==12.6.0 | rich==13.2.0
sacremoses==0.0.53 <
seaborn==0.12.0 | seaborn==0.12.2
SecretStorage==3.3.3 <
shortuuid==1.0.11 <
sip==6.6.2 <
smmap==3.0.5 | smmap==5.0.0
spacy==3.3.2 | soxr==0.3.3
> spacy==3.5.0
SQLAlchemy==1.4.41 | SQLAlchemy==1.4.46
sqlparse==0.4.2 | sqlparse==0.4.3
starlette==0.25.0 | starlette==0.22.0
statsmodels==0.13.2 | statsmodels==0.13.5
tangled-up-in-unicode==0.1.0 | tangled-up-in-unicode==0.2.0
tenacity==8.0.1 | tenacity==8.1.0
tensorboard==2.9.1 | tensorboard==2.11.2
tensorboard-plugin-profile==2.5.0 | tensorboard-plugin-profile==2.11.1
tensorboardX==2.6 | tensorboardX==2....
v128 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v128
== Comparing pip list --format=freeze ==
astroid==2.14.1 | astroid==2.14.2
distrax==0.1.2 | distrax==0.1.3
ipykernel==6.21.1 | ipykernel==6.21.2
ipython==8.9.0 | ipython==8.10.0
matplotlib==3.6.3 | matplotlib==3.7.0
numpy==1.24.2 | numpy==1.22.4
pylint==2.16.1 | pylint==2.16.2
python-json-logger==2.0.4 | python-json-logger==2.0.5
tenacity==8.2.0 | tenacity==8.2.1
tensorboardX==2.5.1 | tensorboardX==2.6
zipp==3.12.1 | zipp==3.13.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libssl-dev:amd64==1.1.1n-0+deb11u3 | libssl-dev:amd64==1.1.1n-0+deb11u4
libssl1.1:amd64==1.1.1n-0+deb11u3 | libssl1.1:amd64==1.1.1n-0+deb11u4
openssl==1.1.1n-0+deb11u3 | openssl==1.1.1n-0+deb11u4
v128 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v128
== Comparing pip list --format=freeze ==
astroid==2.14.1 | astroid==2.14.2
biopython==1.80 | biopython==1.81
boto3==1.26.68 | boto3==1.26.72
earthengine-api==0.1.340 | earthengine-api==0.1.341
fastai==2.7.10 | fastai==2.7.11
fastapi==0.90.1 | fastapi==0.92.0
Flask==2.2.2 | Flask==2.2.3
geojson==3.0.0 | geojson==3.0.1
nnabla==1.33.1 | nnabla==1.34.0
nnabla-ext-cuda110==1.33.1 | nnabla-ext-cuda110==1.34.0
openpyxl==3.1.0 | openpyxl==3.1.1
> polars==0.16.5
pylint==2.16.1 | pylint==2.16.2
pynvml==11.4.1 | pynvml==11.5.0
pypdf==3.4.0 | pypdf==3.4.1
pytorch-lightning==1.9.0 | pytorch-lightning==1.9.2
starlette==0.23.1 | starlette==0.25.0
tensorboardX==2.5.1 | tensorboardX==2.6
vtk==9.2.5 | vtk==9.2.6
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
v128 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v128
== Comparing pip list --format=freeze ==
astroid==2.14.1 | astroid==2.14.2
biopython==1.80 | biopython==1.81
boto3==1.26.68 | boto3==1.26.72
earthengine-api==0.1.340 | earthengine-api==0.1.341
fastai==2.7.10 | fastai==2.7.11
fastapi==0.90.1 | fastapi==0.92.0
Flask==2.2.2 | Flask==2.2.3
geojson==3.0.0 | geojson==3.0.1
openpyxl==3.1.0 | openpyxl==3.1.1
> polars==0.16.5
pylint==2.16.1 | pylint==2.16.2
pypdf==3.4.0 | pypdf==3.4.1
pytorch-lightning==1.9.0 | pytorch-lightning==1.9.2
starlette==0.23.1 | starlette==0.25.0
tensorboardX==2.5.1 | tensorboardX==2.6
vtk==9.2.5 | vtk==9.2.6
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
v127 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v127
== Comparing pip list --format=freeze ==
absl-py==0.15.0 | absl-py==1.2.0
alembic==1.9.2 | alembic==1.9.3
apache-beam==2.40.0 | apache-beam==2.41.0
arrow==1.2.2 | arrow==1.2.3
astroid==2.13.3 | astroid==2.14.1
attrs==21.4.0 | attrs==22.1.0
binaryornot==0.4.4 <
boto3==1.26.60 | boto3==1.26.68
botocore==1.29.60 | botocore==1.27.59
cffi==1.15.0 | cffi==1.15.1
chardet==5.0.0 | charset-normalizer==2.1.1
charset-normalizer==2.1.0 <
clang==5.0 <
cloudpickle==2.1.0 | cloudpickle==2.2.0
conda==22.9.0 | conda==4.14.0
> conda-content-trust==0+unknown
configparser==5.3.0 | contextily==1.3.0
contextily==1.2.0 <
contextlib2==21.6.0 <
cookiecutter==2.1.1 <
cryptography==37.0.2 | cryptography==37.0.4
dataclasses==0.8 <
datashader==0.14.3 | datashader==0.14.4
debugpy==1.6.0 | debugpy==1.6.3
distlib==0.3.4 | distlib==0.3.6
dlib==19.24.0 <
earthengine-api==0.1.338 | earthengine-api==0.1.340
fastapi==0.89.1 | fastapi==0.90.1
fastavro==1.5.2 | fastavro==1.6.1
fastcore==1.5.27 | fastcore==1.5.28
fastjsonschema==2.15.3 | fastjsonschema==2.16.1
Fiona==1.9.0 | Fiona==1.8.22
fonttools==4.33.3 | fonttools==4.37.1
frozenlist==1.3.0 | frozenlist==1.3.1
gcsfs==2022.5.0 | gcsfs==2022.8.2
google-api-core==1.31.6 | google-api-core==1.33.0
google-api-python-client==2.52.0 | google-api-python-client==2.61.0
google-cloud-appengine-logging==1.1.2 | google-cloud-appengine-logging==1.1.4
google-cloud-audit-log==0.2.2 | google-cloud-audit-log==0.2.4
google-cloud-bigtable==2.10.1 | google-cloud-bigquery-storage==2.13.2
> google-cloud-bigtable==2.11.3
google-cloud-dataproc==4.0.3 | google-cloud-dataproc==5.0.1
google-cloud-datastore==2.7.1 | google-cloud-datastore==2.8.1
google-cloud-dlp==3.7.1 | google-cloud-dlp==3.9.0
google-cloud-firestore==2.5.3 | google-cloud-firestore==2.6.1
google-cloud-kms==2.11.2 | google-cloud-kms==2.12.1
google-cloud-language==2.4.3 | google-cloud-language==2.5.2
google-cloud-logging==3.1.2 | google-cloud-logging==3.2.2
google-cloud-monitoring==2.9.2 | google-cloud-monitoring==2.11.1
google-cloud-pubsub==2.13.0 | google-cloud-pubsub==2.13.6
google-cloud-pubsublite==1.4.2 | google-cloud-pubsublite==1.4.3
google-cloud-recommendations-ai==0.2.0 | google-cloud-recommendations-ai==0.7.1
google-cloud-resource-manager==1.5.1 | google-cloud-resource-manager==1.6.1
google-cloud-scheduler==2.6.4 | google-cloud-scheduler==2.7.1
google-cloud-spanner==3.15.1 | google-cloud-spanner==3.20.0
google-cloud-speech==2.14.1 | google-cloud-speech==2.15.1
google-cloud-tasks==2.9.1 | google-cloud-tasks==2.10.2
google-cloud-translate==3.7.4 | google-cloud-translate==3.8.2
google-cloud-videointelligence==2.7.1 | google-cloud-videointelligence==2.8.1
google-cloud-vision==2.7.3 | google-cloud-vision==2.8.0
googleapis-common-protos==1.56.3 | googleapis-common-protos==1.56.4
greenlet==1.1.2 | greenlet==1.1.3
grpcio==1.47.0 | grpcio==1.48.1
grpcio-status==1.47.0 | grpcio-status==1.48.1
h2o==3.38.0.4 | h2o==3.40.0.1
h5py==3.8.0 | h5py==3.7.0
humanize==4.5.0 | humanize==4.6.0
ImageHash==4.2.1 | ImageHash==4.3.0
imageio==2.19.3 | imageio==2.21.3
implicit==0.4.4 | implicit==0.5.2
ipykernel==6.15.0 | ipykernel==6.15.3
> jaraco.classes==3.2.2
jinja2-time==0.2.0 <
jsonschema==4.6.1 | jsonschema==4.16.0
jupyter-client==7.3.4 | jupyter_client==7.3.5
jupyter-core==4.10.0 | jupyter_core==4.11.1
jupyter-server==1.18.0 | jupyter-server==1.18.1
jupyter-server-mathjax==0.2.5 | jupyter-server-mathjax==0.2.6
jupyter-server-proxy==3.2.1 | jupyter-server-proxy==3.2.2
jupyterlab-git==0.37.1 | jupyterlab-git==0.39.2
jupyterlab-widgets==1.1.1 | jupyterlab-widgets==3.0.3
jupytext==1.13.8 | jupytext==1.14.0
keras==2.6.0 | keras==2.9.0
keras-tuner==1.1.2 | keras-tuner==1.1.3
keyring==23.6.0 | keyring==23.9.1
keyrings.google-artifactregistry-auth==1.0.0 | keyrings.google-artifactregistry-auth==1.1.1
kiwisolver==1.4.3 | kiwisolver==1.4.4
kubernetes==24.2.0 <
> libclang==14.0.6
> libmambapy==0.25.0
lxml==4.9.2 | lxml==4.9.1
mapclassify==23.1 | mamba==0.25.0
> mapclassify==2.5.0
Markdown==3.3.7 | Markdown==3.4.1
matplotlib==3.5.2 | matplotlib==3.5.3
matplotlib-inline==0.1.3 | matplotlib-inline==0.1.6
more-itertools==9.0.0 | more-itertools==8.14.0
nbclassic==0.3.7 | nbclassic==0.4.3
nbformat==5.4.0 | nbformat==5.5.0
networkx==2.5 | networkx==2.7
nnabla==1.33.0 <
oauthlib==3.2.0 | oauthlib==3.2.1
onnx==1.12.0 | onnx==1.13.0
openpyxl==3.0.10 | openpyxl==3.1.0
orjson==3.7.5 | orjson==3.8.0
overrides==6.1.0 | overrides==6.2.0
panel==0.14.2 | panel==0.14.3
pathspec==0.9.0 | pathspec==0.10.1
Pillow==9.1.1 | Pillow==9.2.0
pip==22.1.2 | pip==22.2.2
platformdirs==2.5.1 | pkgutil_resolve_name==1.3.10
> platformdirs==2.5.2
prettytable==3.3.0 | prettytable==3.4.1
prompt-toolkit==3.0.30 | prompt-toolkit==3.0.31
proto-plus==1.20.6 | proto-plus==1.22.1
protobuf==3.19.4 | protobuf==3.20.3
psutil==5.9.1 | psutil==5.9.2
pyarrow==8.0.0 | pyarrow==9.0.0
PyAstronomy==0.18.0 | PyAstronomy==0.18.1
pylint==2.15.10 | pylint==2.16.1
pypdf==3.3.0 | pypdf==3.4.0
> PyQt5==5.15.7
> PyQt5-sip==12.11.0
python-slugify==6.1.2 | python-slugify==8.0.0
python-utils==3.4.5 | python-utils==3.5.2
pytz==2022.1 | pytz==2022.2.1
pyzmq==23.2.0 | pyzmq==23.2.1
qtconsole==5.3.1 | qtconsole==5.3.2
QtPy==2.1.0 | QtPy==2.2.0
rasterstats==0.17.0 | rasterstats==0.17.1
rsa==4.8 | rsa==4.9
scattertext==0.1.11 | scattertext==0.1.12
seaborn==0.11.2 | seaborn==0.12.0
SecretStorage==3.3.2 | SecretStorage==3.3.3
sentry-sdk==1.14.0 | sentry-sdk==1.15.0
simplejson==3.18.1 | simplejson==3.18.3
six==1.15.0 | sip==6.6.2
> six==1.16.0
sniffio==1.2.0 | sniffio==1.3.0
soupsieve==2.3.1 | soupsieve==2.3.2.post1
SQLAlchemy==1.4.39 | SQLAlchemy==1.4.41
starlette==0.22.0 | starlette==0.23.1
tensorboard==2.6.0 | tensorboard==2.9.1
tensorboard-plugin-profile==2.4.0 | tensorboard-plugin-profile==2.5.0
tensorflow==2.6.4 | tensorflow==2.9.2
tensorflow-addons==0.14.0 | tensorflow-addons==0.17.1
tensorflow-cloud==0.1.14 | tensorflow-cloud==0.1.16
tensorflow-datasets==4.3.0 | tensorflow-datasets==4.4.0
tensorflow-decision-forests==0.2.0 | tensorflow-decision-forests==0.2.7
tensorflow-estimator==2.6.0 | tensorflow-estimator==2.9.0
tensorflow-gcs-config==2.6.0 | tensorflow-gcs-config==2.9.1
tensorflow-io==0.21.0 | tensorflow-io==0.23.1
tensorflow-metadata==1.9.0 | tensorflow-io-gcs-filesystem==0.27.0
> tensorflow-metadata==1.10.0
tensorflow-serving-api==2.9.0 | tensorflow-serving-api==2.10.0
tensorflow-transform==1.9.0 | tensorflow-text==2.9.0
> tensorflow-transform==1.10.1
tfx-bsl==1.9.0 | tfx-bsl==1.10.1
torch==1.11.0+cpu | torch==1.12.0+cpu
torchaudio==0.11.0+cpu | torchaudio==0.12.0+cpu
torchtext==0.12.0 | torchtext==0.13.0
torchvision==0.12.0+cpu | torchvision==0.13.0+cpu
tornado==6.1 | tornado==6.2
tqdm==4.64.0 | tqdm==4.64.1
traceml==1.0.7 | traceml==1.0.8
traitlets==5.3.0 | traitlets==5.4.0
typing-utils==0.1.0 <
ujson==5.3.0 | ujson==5.7.0
Unidecode==1.3.4 | Unidecode==1.3.6
urllib3==1.26.14 | urllib3==1.26.11
virtualenv==20.15.1 | virtualenv==20.16.5
vowpalwabbit==9.6.0 | vowpalwabbit==9.7.0
websocket-client==1.3.3 | websocket-client==1.4.1
widgetsnbextension==3.6.1 | widgetsnbextension==3.6.2
wrapt==1.12.1 | wrapt==1.14.1
> wurlitzer==3.0.3
zipp==3.8.0 | zipp==3.8.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
Ubuntu 20.04.4 LTS | Ubuntu 20.04.5 LTS
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==11ubuntu5.5 | base-files==11ubuntu5.6
curl==7.68.0-1ubuntu2.12 | curl==7.68.0-1ubuntu2.13
dirmngr==2.2.19-3ubuntu2.1 | dirmngr==2.2.19-3ubuntu2.2
e2fsprogs==1.45.5-2ubuntu1 | e2fsprogs==1.45.5-2ubuntu1.1
gcsfuse==0.41.4 | gcsfuse==0.41.6
git==1:2.25.1-1ubuntu3.4 | git==1:2.25.1-1ubuntu3.5
git-man==1:2.25.1-1ubuntu3.4 | git-man==1:2.25.1-1ubuntu3.5
gnupg==2.2.19-3ubuntu2.1 | gnupg==2.2.19-3ubuntu2.2
gnupg-l10n==2.2.19-3ubuntu2.1 | gnupg-l10n==2.2.19-3ubuntu2.2
gnupg-utils==2.2.19-3ubuntu2.1 | gnupg-utils==2.2.19-3ubuntu2.2
google-cloud-sdk==392.0.0-0 | google-cloud-sdk==402.0...
v127 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v127
== Comparing pip list --format=freeze ==
absl-py==0.15.0 | absl-py==1.2.0
alembic==1.9.2 | alembic==1.9.3
apache-beam==2.40.0 | apache-beam==2.41.0
arrow==1.2.2 | arrow==1.2.3
astroid==2.13.4 | astroid==2.14.1
attrs==21.4.0 | attrs==22.1.0
binaryornot==0.4.4 <
boto3==1.26.60 | boto3==1.26.68
botocore==1.29.60 | botocore==1.27.59
cffi==1.15.0 | cffi==1.15.1
chardet==5.0.0 | charset-normalizer==2.1.1
charset-normalizer==2.1.0 <
clang==5.0 <
cloudpickle==2.1.0 | cloud-tpu-client==0.10
> cloudpickle==2.2.0
cmake==3.22.5 | cmake==3.24.1.1
conda==22.9.0 | conda==4.14.0
> conda-content-trust==0+unknown
contextily==1.2.0 | contextily==1.3.0
cookiecutter==2.1.1 <
cryptography==37.0.2 | cryptography==37.0.4
cudf==21.10.1 <
cuml==21.10.2 | cupy-cuda113==10.6.0
cupy==9.6.0 <
cupy-cuda110==11.5.0 <
cytoolz==0.12.0 | cytoolz==0.12.1
dask-cudf==21.10.1 <
dataclasses==0.8 <
datashader==0.14.3 | datashader==0.14.4
debugpy==1.6.0 | debugpy==1.6.3
dlib==19.24.0 <
earthengine-api==0.1.338 | earthengine-api==0.1.340
fastapi==0.89.1 | fastapi==0.90.1
fastcore==1.5.27 | fastcore==1.5.28
fastjsonschema==2.15.3 | fastjsonschema==2.16.1
fastrlock==0.8 | fastrlock==0.8.1
Fiona==1.9.0 | Fiona==1.8.22
fonttools==4.33.3 | fonttools==4.37.1
frozenlist==1.3.0 | frozenlist==1.3.1
gcsfs==2022.5.0 | gcsfs==2022.8.2
google-api-core==1.31.5 | google-api-core==1.33.0
google-api-python-client==2.52.0 | google-api-python-client==2.61.0
google-cloud-appengine-logging==1.1.2 | google-cloud-appengine-logging==1.1.4
google-cloud-audit-log==0.2.2 | google-cloud-audit-log==0.2.4
google-cloud-bigtable==2.10.1 | google-cloud-bigquery-storage==2.13.2
> google-cloud-bigtable==2.11.3
google-cloud-dataproc==4.0.3 | google-cloud-dataproc==5.0.1
google-cloud-datastore==2.7.1 | google-cloud-datastore==2.8.1
google-cloud-dlp==3.7.1 | google-cloud-dlp==3.9.0
google-cloud-firestore==2.5.3 | google-cloud-firestore==2.6.1
google-cloud-kms==2.11.2 | google-cloud-kms==2.12.1
google-cloud-language==2.4.3 | google-cloud-language==2.5.2
google-cloud-logging==3.1.2 | google-cloud-logging==3.2.2
google-cloud-monitoring==2.9.2 | google-cloud-monitoring==2.11.1
google-cloud-pubsub==2.13.0 | google-cloud-pubsub==2.13.6
google-cloud-pubsublite==1.4.2 | google-cloud-pubsublite==1.4.3
google-cloud-recommendations-ai==0.2.0 | google-cloud-recommendations-ai==0.7.1
google-cloud-resource-manager==1.5.1 | google-cloud-resource-manager==1.6.1
google-cloud-scheduler==2.6.4 | google-cloud-scheduler==2.7.1
google-cloud-spanner==3.15.1 | google-cloud-spanner==3.20.0
google-cloud-speech==2.14.1 | google-cloud-speech==2.15.1
google-cloud-tasks==2.9.1 | google-cloud-tasks==2.10.2
google-cloud-translate==3.7.4 | google-cloud-translate==3.8.2
google-cloud-videointelligence==2.7.1 | google-cloud-videointelligence==2.8.1
google-cloud-vision==2.7.3 | google-cloud-vision==2.8.0
googleapis-common-protos==1.56.3 | googleapis-common-protos==1.56.4
greenlet==1.1.2 | greenlet==1.1.3
grpcio==1.51.1 | grpcio==1.48.1
grpcio-status==1.47.0 | grpcio-status==1.48.1
h2o==3.38.0.4 | h2o==3.40.0.1
h5py==3.8.0 | h5py==3.7.0
humanize==4.5.0 | humanize==4.6.0
ImageHash==4.2.1 | ImageHash==4.3.0
imageio==2.19.3 | imageio==2.21.3
implicit==0.4.4 | implicit==0.5.2
ipykernel==6.15.0 | ipykernel==6.15.3
> jaraco.classes==3.2.2
jinja2-time==0.2.0 <
jsonschema==4.6.1 | jsonschema==4.16.0
jupyter-client==7.3.4 | jupyter_client==7.3.5
jupyter-core==4.10.0 | jupyter_core==4.11.1
jupyter-server==1.18.0 | jupyter-server==1.18.1
jupyter-server-mathjax==0.2.5 | jupyter-server-mathjax==0.2.6
jupyter-server-proxy==3.2.1 | jupyter-server-proxy==3.2.2
jupyterlab-git==0.37.1 | jupyterlab-git==0.39.2
jupyterlab-widgets==1.1.1 | jupyterlab-widgets==3.0.3
jupytext==1.13.8 | jupytext==1.14.0
keras==2.6.0 | keras==2.9.0
keras-tuner==1.1.2 | keras-tuner==1.1.3
keyring==23.6.0 | keyring==23.9.1
keyrings.google-artifactregistry-auth==1.0.0 | keyrings.google-artifactregistry-auth==1.1.1
kiwisolver==1.4.3 | kiwisolver==1.4.4
kubernetes==24.2.0 <
> libclang==14.0.6
> libmambapy==0.25.0
lxml==4.9.2 | lxml==4.9.1
mapclassify==23.1 | mamba==0.25.0
> mapclassify==2.5.0
Markdown==3.3.7 | Markdown==3.4.1
matplotlib==3.5.2 | matplotlib==3.5.3
matplotlib-inline==0.1.3 | matplotlib-inline==0.1.6
more-itertools==9.0.0 | more-itertools==8.14.0
mxnet-cu110==1.9.1 | mxnet-cu112==1.9.1
nbclassic==0.3.7 | nbclassic==0.4.3
nbformat==5.4.0 | nbformat==5.5.0
networkx==2.5 | networkx==2.7
nnabla==1.33.0 | nnabla==1.33.1
nnabla-ext-cuda110==1.33.0 | nnabla-ext-cuda110==1.33.1
nvtx==0.2.3 <
oauthlib==3.2.0 | oauthlib==3.2.1
onnx==1.12.0 | onnx==1.13.0
openpyxl==3.0.10 | openpyxl==3.1.0
orjson==3.7.5 | orjson==3.8.0
overrides==6.1.0 | overrides==6.2.0
panel==0.14.2 | panel==0.14.3
> patchelf==0.17.2.0
pathspec==0.9.0 | pathspec==0.10.1
Pillow==9.1.1 | Pillow==9.2.0
pip==22.1.2 | pip==22.2.2
platformdirs==2.5.1 | pkgutil_resolve_name==1.3.10
> platformdirs==2.5.2
prettytable==3.3.0 | prettytable==3.4.1
prompt-toolkit==3.0.30 | prompt-toolkit==3.0.31
proto-plus==1.20.6 | proto-plus==1.22.1
protobuf==3.19.4 | protobuf==3.20.3
psutil==5.9.1 | psutil==5.9.2
pyarrow==5.0.0 | pyarrow==9.0.0
PyAstronomy==0.18.0 | PyAstronomy==0.18.1
pylint==2.15.10 | pylint==2.16.1
pypdf==3.3.0 | pypdf==3.4.0
> PyQt5==5.15.7
> PyQt5-sip==12.11.0
python-slugify==6.1.2 | python-slugify==8.0.0
python-utils==3.4.5 | python-utils==3.5.2
pytz==2022.1 | pytz==2022.2.1
pyzmq==23.2.0 | pyzmq==23.2.1
qtconsole==5.3.1 | qtconsole==5.3.2
QtPy==2.1.0 | QtPy==2.2.0
rasterstats==0.17.0 | rasterstats==0.17.1
rmm==21.10.1 <
rsa==4.8 | rsa==4.9
scattertext==0.1.11 | scattertext==0.1.12
seaborn==0.11.2 | seaborn==0.12.0
SecretStorage==3.3.2 | SecretStorage==3.3.3
sentry-sdk==1.14.0 | sentry-sdk==1.15.0
simplejson==3.18.1 | simplejson==3.18.3
six==1.15.0 | sip==6.6.2
> six==1.16.0
sniffio==1.2.0 | sniffio==1.3.0
soupsieve==2.3.1 | soupsieve==2.3.2.post1
SQLAlchemy==1.4.39 | SQLAlchemy==1.4.41
starlette==0.22.0 | starlette==0.23.1
tensorboard==2.6.0 | tensorboard==2.9.1
tensorflow==2.6.4 | tensorflow==2.9.2
tensorflow-addons==0.14.0 | tensorflow-addons==0.17.1
tensorflow-cloud==0.1.14 | tensorflow-cloud==0.1.16
tensorflow-datasets==4.3.0 | tensorflow-datasets==4.4.0
tensorflow-decision-forests==0.2.0 | tensorflow-decision-forests==0.2.7
tensorflow-estimator==2.6.0 | tensorflow-estimator==2.9.0
tensorflow-gcs-config==2.6.0 | tensorflow-gcs-config==2.9.1
tensorflow-io==0.21.0 | tensorflow-io==0.23.1
tensorflow-metadata==1.9.0 | tensorflow-io-gcs-filesystem==0.27.0
> tensorflow-metadata==1.10.0
tensorflow-serving-api==2.9.0 | tensorflow-serving-api==2.10.0
tensorflow-transform==1.9.0 | tensorflow-text==2.9.0
> tensorflow-transform==1.10.1
tfx-bsl==1.9.0 | tfx-bsl==1.10.1
torch==1.11.0 | torch==1.12.0
torchaudio==0.11.0 | torchaudio==0.12.0
torchtext==0.12.0 | torchtext==0.13.0
torchvision==0.12.0 | torchvision==0.13.0
tornado==6.1 | tornado==6.2
tqdm==4.64.0 | tqdm==4.64.1
traceml==1.0.7 | traceml==1.0.8
traitlets==5.3.0 | traitlets==5.4.0
treelite==2.1.0 <
treelite-runtime==2.1.0 <
typing-utils==0.1.0 <
ucx-py==0.22.1+33.g9971bd1 | ujson==5.7.0
ujson==5.3.0 <
Unidecode==1.3.4 | Unidecode==1.3.6
urllib3==1.26.14 | urllib3==1.26.11
virtualenv==20.17.1 | virtualenv==20.19.0
vowpalwabbit==9.6.0 | vowpalwabbit==9.7.0
websocket-client==1.3.3 | websocket-client==1.4.1
widgetsnbextension==3.6.1 | widgetsnbextension==3.6.2
wrapt==1.12.1 | wrapt==1.14.1
> wurlitzer==3.0.3
zipp==3.8.0 | zipp==3.8.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
Ubuntu 20.04.4 LTS | Ubuntu 20.04.5 LTS
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==11ubuntu5.5 | base-files==11ubuntu5.6
cuda-command-line-tools-11-0==11.0.3-1 | cuda-command-line-tools-11-3==11.3.1-1
cuda-compat-11-0==450.191.01-1 | cuda-compat-11-3==465.19.01-1
cuda-compiler-11-0==11.0.3-1 | cuda-compiler-11-3==11.3.1-1
...
v127 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v127
== Comparing pip list --format=freeze ==
> aiofiles==22.1.0
> aiosqlite==0.18.0
astroid==2.13.3 | astroid==2.14.1
beautifulsoup4==4.11.1 | beautifulsoup4==4.11.2
chex==0.1.5 | chex==0.1.6
ipykernel==6.21.0 | ipykernel==6.21.1
jupyter-events==0.6.3 | jupyter-events==0.5.0
jupyter_server==2.1.0 | jupyter_server==2.2.1
> jupyter_server_fileid==0.6.0
jupyterlab==3.5.3 | jupyter_server_ydoc==0.6.1
> jupyter-ydoc==0.2.2
> jupyterlab==3.6.1
mistune==2.0.4 | mistune==2.0.5
numpy==1.24.1 | numpy==1.24.2
platformdirs==2.6.2 | platformdirs==3.0.0
pylint==2.15.10 | pylint==2.16.1
sentry-sdk==1.14.0 | sentry-sdk==1.15.0
tenacity==8.1.0 | tenacity==8.2.0
websocket-client==1.5.0 | websocket-client==1.5.1
> y-py==0.5.5
zipp==3.12.0 | ypy-websocket==0.8.2
> zipp==3.12.1
== 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==7.74.0-1.3+deb11u3 | curl==7.74.0-1.3+deb11u5
git==1:2.30.2-1 | git==1:2.30.2-1+deb11u1
git-man==1:2.30.2-1 | git-man==1:2.30.2-1+deb11u1
libcurl3-gnutls:amd64==7.74.0-1.3+deb11u3 | libcurl3-gnutls:amd64==7.74.0-1.3+deb11u5
libcurl4:amd64==7.74.0-1.3+deb11u3 | libcurl4:amd64==7.74.0-1.3+deb11u5
libcurl4-openssl-dev:amd64==7.74.0-1.3+deb11u3 | libcurl4-openssl-dev:amd64==7.74.0-1.3+deb11u5
libtiff-dev:amd64==4.2.0-1+deb11u1 | libtiff-dev:amd64==4.2.0-1+deb11u3
libtiff5:amd64==4.2.0-1+deb11u1 | libtiff5:amd64==4.2.0-1+deb11u3
libtiffxx5:amd64==4.2.0-1+deb11u1 | libtiffxx5:amd64==4.2.0-1+deb11u3
linux-libc-dev:amd64==5.10.158-2 | linux-libc-dev:amd64==5.10.162-1