Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
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
v126 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v126
== Comparing pip list --format=freeze ==
altair==4.2.0 | altair==4.2.2
astroid==2.13.3 | astroid==2.13.4
boto3==1.26.54 | boto3==1.26.60
botocore==1.29.54 | botocore==1.29.60
cmdstanpy==1.0.8 | cmdstanpy==1.1.0
earthengine-api==0.1.337 | earthengine-api==0.1.338
Fiona==1.8.22 | Fiona==1.9.0
flax==0.6.3 | flax==0.6.4
funcy==1.17 | funcy==1.18
geojson==2.5.0 | geojson==3.0.0
google-api-core==1.33.2 | google-api-core==1.31.5
h5py==3.7.0 | h5py==3.8.0
holidays==0.18 | holidays==0.19
humanize==4.4.0 | humanize==4.5.0
igraph==0.10.3 | igraph==0.10.4
ipyvolume==0.5.2 | ipyvolume==0.6.0
iso3166==2.1.1 | isort==5.11.5
isort==5.11.4 <
kaggle-environments==1.11.2 | kaggle-environments==1.12.0
lightning-utilities==0.5.0 | lightning-utilities==0.6.0.post0
mapclassify==2.5.0 | mapclassify==23.1
nnabla==1.32.1 | nnabla==1.33.0
nnabla-ext-cuda110==1.32.1 | nnabla-ext-cuda110==1.33.0
onnx==1.13.0 | onnx==1.12.0
plotly==5.12.0 | plotly==5.13.0
> ply==3.11
protobuf==3.20.3 | protobuf==3.19.4
> pycolmap==0.3.0
pycountry==22.3.5 <
pyct==0.4.8 | pyct==0.5.0
pydash==5.1.2 <
Pygments==2.12.0 | Pygments==2.14.0
pypdf==3.2.1 | pypdf==3.3.0
python-igraph==0.10.3 | python-igraph==0.10.4
pytoolconfig==1.2.4 | pytoolconfig==1.2.5
quilt3==5.1.0 | quilt3==5.1.1
sentry-sdk==1.13.0 | sentry-sdk==1.14.0
spacy-legacy==3.0.11 | spacy-legacy==3.0.12
torchmetrics==0.11.0 | torchmetrics==0.11.1
whatthepatch==1.0.3 | whatthepatch==1.0.4
== 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
v126 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v126
== Comparing pip list --format=freeze ==
bleach==5.0.1 | bleach==6.0.0
cachetools==5.2.1 | cachetools==5.3.0
cloud-tpu-client==0.10 <
debugpy==1.6.5 | debugpy==1.6.6
google-api-core==1.34.0 <
google-api-python-client==1.8.0 <
google-auth-httplib2==0.1.0 <
h5py==3.7.0 | h5py==3.8.0
httplib2==0.21.0 <
ipykernel==6.20.2 | ipykernel==6.21.0
ipython==8.8.0 | ipython==8.9.0
isort==5.11.4 | isort==5.12.0
jmp==0.0.3 | jmp==0.0.4
jupyter_client==7.4.9 | jupyter_client==8.0.2
jupyter_core==5.1.3 | jupyter_core==5.2.0
jupyterlab==3.5.2 | jupyterlab==3.5.3
libtpu-nightly==0.1.dev20220930 | libtpu-nightly==0.1.dev20211015
nbclassic==0.4.8 | nbclassic==0.5.1
nbconvert==7.2.8 | nbconvert==7.2.9
nvidia-cublas-cu11==11.10.3.66 <
nvidia-cuda-nvrtc-cu11==11.7.99 <
nvidia-cuda-runtime-cu11==11.7.99 <
nvidia-cudnn-cu11==8.5.0.96 <
oauth2client==4.1.3 <
prometheus-client==0.15.0 | prometheus-client==0.16.0
pytoolconfig==1.2.4 | pytoolconfig==1.2.5
sentry-sdk==1.13.0 | sentry-sdk==1.14.0
tensorflow-io-gcs-filesystem==0.29.0 | tensorflow-io-gcs-filesystem==0.30.0
torch==1.13.0 | torch==1.10.0
torch-xla==1.13 | torch-xla==1.10
torchaudio==0.13.0 | torchaudio==0.10.0
torchtext==0.14.0 | torchtext==0.11.0
torchvision==0.14.0 | torchvision==0.11.1
traitlets==5.8.1 | traitlets==5.9.0
uritemplate==3.0.1 <
websocket-client==1.4.2 | websocket-client==1.5.0
whatthepatch==1.0.3 | whatthepatch==1.0.4
zipp==3.11.0 | zipp==3.12.0
== 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
v126 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v126
== Comparing pip list --format=freeze ==
altair==4.2.0 | altair==4.2.2
boto3==1.26.54 | boto3==1.26.60
botocore==1.29.54 | botocore==1.29.60
cmdstanpy==1.0.8 | cmdstanpy==1.1.0
earthengine-api==0.1.337 | earthengine-api==0.1.338
Fiona==1.8.22 | Fiona==1.9.0
flax==0.6.3 | flax==0.6.4
funcy==1.17 | funcy==1.18
geojson==2.5.0 | geojson==3.0.0
google-api-core==1.33.2 | google-api-core==1.31.6
h5py==3.7.0 | h5py==3.8.0
holidays==0.18 | holidays==0.19
humanize==4.4.0 | humanize==4.5.0
igraph==0.10.3 | igraph==0.10.4
ipyvolume==0.5.2 | ipyvolume==0.6.0
iso3166==2.1.1 | isort==5.11.5
isort==5.11.4 <
kaggle-environments==1.11.2 | kaggle-environments==1.12.0
lightning-utilities==0.5.0 | lightning-utilities==0.6.0.post0
mapclassify==2.5.0 | mapclassify==23.1
nnabla==1.32.1 | nnabla==1.33.0
onnx==1.13.0 | onnx==1.12.0
plotly==5.12.0 | plotly==5.13.0
> ply==3.11
protobuf==3.20.3 | protobuf==3.19.4
> pycolmap==0.3.0
pycountry==22.3.5 <
pyct==0.4.8 | pyct==0.5.0
pydash==5.1.2 <
Pygments==2.12.0 | Pygments==2.14.0
pypdf==3.2.1 | pypdf==3.3.0
python-igraph==0.10.3 | python-igraph==0.10.4
pytoolconfig==1.2.4 | pytoolconfig==1.2.5
quilt3==5.1.0 | quilt3==5.1.1
sentry-sdk==1.13.0 | sentry-sdk==1.14.0
spacy-legacy==3.0.11 | spacy-legacy==3.0.12
torchmetrics==0.11.0 | torchmetrics==0.11.1
whatthepatch==1.0.3 | whatthepatch==1.0.4
== 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
v125 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v125
== Comparing pip list --format=freeze ==
affine==2.3.1 | affine==2.4.0
alembic==1.9.1 | alembic==1.9.2
astroid==2.12.13 | astroid==2.13.3
autopage==0.5.1 <
boto3==1.26.43 | boto3==1.26.54
botocore==1.29.43 | botocore==1.29.54
category-encoders==2.5.1.post0 | category-encoders==2.6.0
cliff==3.10.1 <
cmaes==0.9.0 | cmaes==0.9.1
cmd2==2.4.2 <
confection==0.0.3 | confection==0.0.4
Cython==0.29.32 | Cython==0.29.33
dipy==1.5.0 | dipy==1.6.0
earthengine-api==0.1.335 | earthengine-api==0.1.337
fastapi==0.88.0 | fastapi==0.89.1
fsspec==2022.11.0 | fsspec==2023.1.0
geoviews==1.9.5 | geoviews==1.9.6
h2o==3.38.0.3 | h2o==3.38.0.4
holoviews==1.15.3 | holoviews==1.15.4
importlib-metadata==4.13.0 | importlib-metadata==6.0.0
iniconfig==1.1.1 | iniconfig==2.0.0
mapclassify==2.4.3 | mapclassify==2.5.0
MarkupSafe==2.1.1 | MarkupSafe==2.1.2
matplotlib==3.5.3 | matplotlib==3.5.2
mock==5.0.0 | mock==5.0.1
nilearn==0.9.2 | nilearn==0.10.0
nnabla==1.32.0 | nnabla==1.32.1
optuna==3.0.5 | optuna==3.1.0
packaging==22.0 | packaging==23.0
pandarallel==1.6.3 | pandarallel==1.6.4
pbr==5.11.0 <
PDPbox==0.2.1 <
plotly==5.11.0 | plotly==5.12.0
portalocker==2.6.0 | portalocker==2.7.0
pydocstyle==6.2.2 | pydocstyle==6.2.3
pylint==2.15.9 | pylint==2.15.10
pypdf==3.2.0 | pypdf==3.2.1
pyperclip==1.8.2 <
pytest==7.2.0 | pytest==7.2.1
python-dotenv==0.21.0 | python-dotenv==0.21.1
python-lsp-server==1.7.0 | python-lsp-server==1.7.1
pytorch-lightning==1.8.6 | pytorch-lightning==1.9.0
rope==1.6.0 | rope==1.7.0
s3fs==2022.11.0 | s3fs==2023.1.0
scattertext==0.1.10 | scattertext==0.1.11
sentry-sdk==1.12.1 | sentry-sdk==1.13.0
sklearn==0.0.post1 <
stevedore==3.5.2 <
> timm==0.6.12
traceml==1.0.3 | traceml==1.0.7
urllib3==1.26.13 | urllib3==1.26.14
vtk==9.2.4 | vtk==9.2.5
== 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
v125 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v125
== Comparing pip list --format=freeze ==
affine==2.3.1 | affine==2.4.0
alembic==1.9.1 | alembic==1.9.2
astroid==2.12.13 | astroid==2.13.3
autopage==0.5.1 <
boto3==1.26.43 | boto3==1.26.54
botocore==1.29.44 | botocore==1.29.54
category-encoders==2.5.1.post0 | category-encoders==2.6.0
cliff==3.10.1 <
cmaes==0.9.0 | cmaes==0.9.1
cmd2==2.4.2 <
confection==0.0.3 | confection==0.0.4
cupy-cuda110==11.4.0 | cupy-cuda110==11.5.0
Cython==0.29.32 | Cython==0.29.33
dipy==1.5.0 | dipy==1.6.0
earthengine-api==0.1.335 | earthengine-api==0.1.337
fastapi==0.88.0 | fastapi==0.89.1
fsspec==2022.11.0 | fsspec==2023.1.0
geoviews==1.9.5 | geoviews==1.9.6
h2o==3.38.0.3 | h2o==3.38.0.4
holoviews==1.15.3 | holoviews==1.15.4
importlib-metadata==4.13.0 | importlib-metadata==6.0.0
iniconfig==1.1.1 | iniconfig==2.0.0
mapclassify==2.4.3 | mapclassify==2.5.0
MarkupSafe==2.1.1 | MarkupSafe==2.1.2
matplotlib==3.5.3 | matplotlib==3.5.2
mock==5.0.0 | mock==5.0.1
nilearn==0.9.2 | nilearn==0.10.0
nnabla==1.32.0 | nnabla==1.32.1
nnabla-ext-cuda110==1.32.0 | nnabla-ext-cuda110==1.32.1
optuna==3.0.5 | optuna==3.1.0
packaging==22.0 | packaging==23.0
pandarallel==1.6.3 | pandarallel==1.6.4
pbr==5.11.0 <
PDPbox==0.2.1 <
plotly==5.11.0 | plotly==5.12.0
portalocker==2.6.0 | portalocker==2.7.0
pydocstyle==6.2.2 | pydocstyle==6.2.3
pylint==2.15.9 | pylint==2.15.10
pypdf==3.2.0 | pypdf==3.2.1
pyperclip==1.8.2 <
pytest==7.2.0 | pytest==7.2.1
python-dotenv==0.21.0 | python-dotenv==0.21.1
python-lsp-server==1.7.0 | python-lsp-server==1.7.1
pytorch-lightning==1.8.6 | pytorch-lightning==1.9.0
rope==1.6.0 | rope==1.7.0
s3fs==2022.11.0 | s3fs==2023.1.0
scattertext==0.1.10 | scattertext==0.1.11
sentry-sdk==1.12.1 | sentry-sdk==1.13.0
sklearn==0.0.post1 <
stevedore==3.5.2 <
> timm==0.6.12
traceml==1.0.3 | traceml==1.0.7
urllib3==1.26.13 | urllib3==1.26.14
vtk==9.2.4 | vtk==9.2.5
== 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
v125 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v125
== Comparing pip list --format=freeze ==
absl-py==1.3.0 | absl-py==1.4.0
astroid==2.12.13 | astroid==2.13.3
cachetools==5.2.0 | cachetools==5.2.1
charset-normalizer==2.1.1 | charset-normalizer==3.0.1
contourpy==1.0.6 | contourpy==1.0.7
debugpy==1.6.4 | debugpy==1.6.5
etils==0.9.0 | etils==1.0.0
google-auth==2.15.0 | google-auth==2.16.0
googleapis-common-protos==1.57.1 | googleapis-common-protos==1.58.0
ipykernel==6.19.4 | ipykernel==6.20.2
jmp==0.0.2 | jmp==0.0.3
jupyter_client==7.4.8 | jupyter_client==7.4.9
jupyter_core==5.1.2 | jupyter_core==5.1.3
jupyter-events==0.5.0 | jupyter-events==0.6.3
jupyter_server==2.0.6 | jupyter_server==2.1.0
jupyter_server_terminals==0.4.3 | jupyter_server_terminals==0.4.4
jupyterlab_server==2.18.0 | jupyterlab_server==2.19.0
libclang==14.0.6 | libclang==15.0.6.1
MarkupSafe==2.1.1 | MarkupSafe==2.1.2
matplotlib==3.6.2 | matplotlib==3.6.3
nbconvert==7.2.7 | nbconvert==7.2.8
nbformat==5.7.1 | nbformat==5.7.3
packaging==22.0 | packaging==23.0
pandas==1.5.2 | pandas==1.5.3
pydocstyle==6.2.2 | pydocstyle==6.2.3
pylint==2.15.9 | pylint==2.15.10
python-lsp-server==1.7.0 | python-lsp-server==1.7.1
pytz==2022.7 | pytz==2022.7.1
pyzmq==24.0.1 | pyzmq==25.0.0
requests==2.28.1 | requests==2.28.2
rope==1.6.0 | rope==1.7.0
sentry-sdk==1.12.1 | sentry-sdk==1.13.0
tensorboard==2.11.0 | tensorboard==2.11.2
tensorflow-datasets==4.8.1 | tensorflow-datasets==4.8.2
traitlets==5.8.0 | traitlets==5.8.1
ujson==5.6.0 | ujson==5.7.0
urllib3==1.26.13 | urllib3==1.26.14
wcwidth==0.2.5 | wcwidth==0.2.6
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libksba8:amd64==1.5.0-3+deb11u1 | libksba8:amd64==1.5.0-3+deb11u2
v124 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v124
== Comparing pip list --format=freeze ==
aiobotocore==2.4.1 | aiobotocore==2.4.2
alembic==1.8.1 | alembic==1.9.1
bayespy==0.5.24 | bayespy==0.5.25
bidict==0.22.0 | bidict==0.22.1
boto3==1.26.23 | boto3==1.26.43
botocore==1.29.23 | botocore==1.29.43
certifi==2022.9.24 | certifi==2022.12.7
click==8.0.4 | click==8.1.3
cmudict==1.0.2 | cmudict==1.0.13
cytoolz==0.12.0 | cytoolz==0.12.1
earthengine-api==0.1.334 | earthengine-api==0.1.335
ecos==2.0.10 | ecos==2.0.12
ephem==4.1.3 | ephem==4.1.4
exceptiongroup==1.0.4 | etils==0.9.0
> exceptiongroup==1.1.0
fire==0.4.0 | fitter==1.5.2
fitter==1.5.1 <
flax==0.6.2 | flax==0.6.3
folium==0.13.0 | folium==0.14.0
google-api-core==1.34.0 | google-api-core==1.33.2
holidays==0.17.2 | holidays==0.18
holoviews==1.15.2 | holoviews==1.15.3
igraph==0.10.2 | igraph==0.10.3
imbalanced-learn==0.9.0 | imbalanced-learn==0.10.1
importlib-resources==5.8.0 | importlib-resources==5.10.2
isort==5.10.1 | isort==5.11.4
kaggle-environments==1.10.3 | kaggle-environments==1.11.2
lazy-object-proxy==1.8.0 | lazy-object-proxy==1.9.0
Levenshtein==0.20.8 | Levenshtein==0.20.9
lightning-utilities==0.3.0 | lightning-utilities==0.5.0
line-profiler==4.0.1 | line-profiler==4.0.2
lmdb==1.3.0 | lmdb==1.4.0
lxml==4.9.1 | lxml==4.9.2
mne==1.2.3 | mne==1.3.0
mock==4.0.3 | mock==5.0.0
mpld3==0.5.8 | mpld3==0.5.9
nltk==3.7 | nltk==3.8.1
nnabla==1.31.0 | nnabla==1.32.0
onnx==1.12.0 | onnx==1.13.0
optuna==3.0.4 | optuna==3.0.5
> orbax==0.1.0
packaging==21.3 | packaging==22.0
panel==0.14.1 | panel==0.14.2
param==1.12.2 | param==1.12.3
pathy==0.10.0 | pathy==0.10.1
pdf2image==1.16.0 | pdf2image==1.16.2
protobuf==3.19.4 | protobuf==3.20.3
pybind11==2.10.1 | pybind11==2.10.3
pydocstyle==6.1.1 | pydocstyle==6.2.2
pygeos==0.13 | pygeos==0.14
pylint==2.15.8 | pylint==2.15.9
PyMeeus==0.5.11 | PyMeeus==0.5.12
pyPdf==1.13 | pypdf==3.2.0
python-igraph==0.10.2 | python-igraph==0.10.3
python-Levenshtein==0.20.8 | python-Levenshtein==0.20.9
python-lsp-server==1.6.0 | python-lsp-server==1.7.0
pytoolconfig==1.2.2 | pytoolconfig==1.2.4
pytorch-lightning==1.8.3.post1 | pytorch-lightning==1.8.6
quantecon==0.5.3 | quantecon==0.6.0
quilt3==5.0.0 | quilt3==5.1.0
rapidfuzz==2.13.3 | rapidfuzz==2.13.7
ray==2.1.0 | ray==2.2.0
rope==1.5.1 | rope==1.6.0
scattertext==0.1.9 | scattertext==0.1.10
sentry-sdk==1.11.1 | sentry-sdk==1.12.1
SimpleITK==2.2.0 | SimpleITK==2.2.1
simplejson==3.18.0 | simplejson==3.18.1
smart-open==5.2.1 | smart-open==6.3.0
spacy==3.3.1 | spacy==3.3.2
spacy-legacy==3.0.10 | spacy-legacy==3.0.11
spacy-loggers==1.0.3 | spacy-loggers==1.0.4
tbb==2021.7.1 | tbb==2021.8.0
tsfresh==0.19.0 | tsfresh==0.20.0
vaex-core==4.16.0 | vaex-core==4.16.1
vtk==9.2.2 | vtk==9.2.4
Wand==0.6.10 | Wand==0.6.11
wslink==1.9.1 <
xxhash==3.1.0 | xxhash==3.2.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
> git-lfs==2.9.2-1
xserver-common==2:1.20.13-1ubuntu1~20.04.4 | xserver-common==2:1.20.13-1ubuntu1~20.04.5
xvfb==2:1.20.13-1ubuntu1~20.04.4 | xvfb==2:1.20.13-1ubuntu1~20.04.5
v124 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v124
== Comparing pip list --format=freeze ==
aiobotocore==2.4.1 | aiobotocore==2.4.2
alembic==1.8.1 | alembic==1.9.1
bayespy==0.5.24 | bayespy==0.5.25
bidict==0.22.0 | bidict==0.22.1
boto3==1.26.23 | boto3==1.26.43
botocore==1.29.23 | botocore==1.29.44
certifi==2022.9.24 | certifi==2022.12.7
click==8.0.4 | click==8.1.3
cmudict==1.0.2 | cmudict==1.0.13
cupy-cuda110==11.3.0 | cupy-cuda110==11.4.0
earthengine-api==0.1.334 | earthengine-api==0.1.335
ecos==2.0.10 | ecos==2.0.12
ephem==4.1.3 | ephem==4.1.4
exceptiongroup==1.0.4 | etils==0.9.0
> exceptiongroup==1.1.0
fire==0.4.0 | fitter==1.5.2
fitter==1.5.1 <
flax==0.6.2 | flax==0.6.3
folium==0.13.0 | folium==0.14.0
google-api-core==1.34.0 | google-api-core==1.33.2
holidays==0.17.2 | holidays==0.18
holoviews==1.15.2 | holoviews==1.15.3
igraph==0.10.2 | igraph==0.10.3
imbalanced-learn==0.9.0 | imbalanced-learn==0.10.1
importlib-resources==5.8.0 | importlib-resources==5.10.2
isort==5.10.1 | isort==5.11.4
kaggle-environments==1.10.3 | kaggle-environments==1.11.2
lazy-object-proxy==1.8.0 | lazy-object-proxy==1.9.0
Levenshtein==0.20.8 | Levenshtein==0.20.9
lightning-utilities==0.3.0 | lightning-utilities==0.5.0
line-profiler==4.0.1 | line-profiler==4.0.2
lmdb==1.3.0 | lmdb==1.4.0
lxml==4.9.1 | lxml==4.9.2
mne==1.2.3 | mne==1.3.0
mock==4.0.3 | mock==5.0.0
mpld3==0.5.8 | mpld3==0.5.9
nltk==3.7 | nltk==3.8.1
nnabla==1.31.0 | nnabla==1.32.0
nnabla-ext-cuda110==1.31.0 | nnabla-ext-cuda110==1.32.0
onnx==1.12.0 | onnx==1.13.0
optuna==3.0.4 | optuna==3.0.5
> orbax==0.1.0
packaging==21.3 | packaging==22.0
panel==0.14.1 | panel==0.14.2
param==1.12.2 | param==1.12.3
pathy==0.10.0 | pathy==0.10.1
pdf2image==1.16.0 | pdf2image==1.16.2
protobuf==3.19.4 | protobuf==3.20.3
pybind11==2.10.1 | pybind11==2.10.3
pydocstyle==6.1.1 | pydocstyle==6.2.2
pygeos==0.13 | pygeos==0.14
pylint==2.15.8 | pylint==2.15.9
PyMeeus==0.5.11 | PyMeeus==0.5.12
pyPdf==1.13 | pypdf==3.2.0
python-igraph==0.10.2 | python-igraph==0.10.3
python-Levenshtein==0.20.8 | python-Levenshtein==0.20.9
python-lsp-server==1.6.0 | python-lsp-server==1.7.0
pytoolconfig==1.2.2 | pytoolconfig==1.2.4
pytorch-lightning==1.8.3.post1 | pytorch-lightning==1.8.6
quantecon==0.5.3 | quantecon==0.6.0
quilt3==5.0.0 | quilt3==5.1.0
rapidfuzz==2.13.3 | rapidfuzz==2.13.7
ray==2.1.0 | ray==2.2.0
rope==1.5.1 | rope==1.6.0
scattertext==0.1.9 | scattertext==0.1.10
sentry-sdk==1.11.1 | sentry-sdk==1.12.1
SimpleITK==2.2.0 | SimpleITK==2.2.1
simplejson==3.18.0 | simplejson==3.18.1
smart-open==5.2.1 | smart-open==6.3.0
spacy==3.3.1 | spacy==3.3.2
spacy-legacy==3.0.10 | spacy-legacy==3.0.11
spacy-loggers==1.0.3 | spacy-loggers==1.0.4
tbb==2021.7.1 | tbb==2021.8.0
tsfresh==0.19.0 | tsfresh==0.20.0
vaex-core==4.16.0 | vaex-core==4.16.1
vtk==9.2.2 | vtk==9.2.4
Wand==0.6.10 | Wand==0.6.11
wslink==1.9.1 <
xxhash==3.1.0 | xxhash==3.2.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
> git-lfs==2.9.2-1
xserver-common==2:1.20.13-1ubuntu1~20.04.4 | xserver-common==2:1.20.13-1ubuntu1~20.04.5
xvfb==2:1.20.13-1ubuntu1~20.04.4 | xvfb==2:1.20.13-1ubuntu1~20.04.5