Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v114 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v114
== Comparing pip list --format=freeze ==
allennlp==2.9.2 | allennlp==2.9.3
astroid==2.11.2 | astroid==2.11.3
boto3==1.21.38 | boto3==1.22.0
botocore==1.24.38 | botocore==1.25.0
branca==0.4.2 | branca==0.5.0
chex==0.1.2 | chex==0.1.3
cmd2==2.4.0 | cmd2==2.4.1
datashader==0.13.0 | datashader==0.14.0
Deprecated==1.2.13 <
earthengine-api==0.1.305 | earthengine-api==0.1.306
fastai==2.5.6 | fastai==2.6.0
fastapi==0.75.1 | fastapi==0.75.2
frozendict==2.3.1 | frozendict==2.3.2
h2o==3.36.0.4 | h2o==3.36.1.1
ipyleaflet==0.15.0 | ipyleaflet==0.16.0
jax==0.3.5 | jax==0.3.7
jaxlib==0.3.5 | jaxlib==0.3.7
kaggle-environments==1.9.8 | kaggle-environments==1.9.9
kmodes==0.12.0 | kmodes==0.12.1
locket==0.2.1 | locket==1.0.0
mne==1.0.1 | mne==1.0.2
murmurhash==1.0.6 | murmurhash==1.0.7
nilearn==0.9.0 | nilearn==0.9.1
numpy==1.21.5 | numpy==1.21.6
optax==0.1.1 | optax==0.1.2
panel==0.12.7 | panel==0.13.0
pylint==2.13.5 | pylint==2.13.7
pyocr==0.8.1 | pyocr==0.8.2
pytest==7.1.1 | pytest==7.1.2
pytorch-lightning==1.6.0 | pytorch-lightning==1.6.1
ray==1.11.0 | ray==1.12.0
redis==4.2.2 <
segregation==2.1.0 | segregation==2.2.3
sentry-sdk==1.5.9 | sentry-sdk==1.5.10
setproctitle==1.2.2 | setproctitle==1.2.3
SimpleITK==2.1.1 | SimpleITK==2.1.1.2
splot==1.1.4 | splot==1.1.5.post1
srsly==2.4.2 | srsly==2.4.3
tokenizers==0.11.6 | tokenizers==0.12.1
transformers==4.17.0 | transformers==4.18.0
typing_extensions==4.1.1 | typing_extensions==4.2.0
umap-learn==0.5.2 | umap-learn==0.5.3
vaex==4.9.0 | vaex==4.9.1
vaex-core==4.9.0 | vaex-core==4.9.1
wandb==0.12.14 | wandb==0.12.15
websockets==10.2 | websockets==10.3
woodwork==0.15.0 | woodwork==0.16.2
wslink==1.5.2 | wslink==1.5.3
xgboost==1.5.2 | xgboost==1.6.0
xyzservices==2022.3.0 | xyzservices==2022.4.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
No diff
v113 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v113
== Comparing pip list --format=freeze ==
absl-py==0.15.0 | absl-py==1.0.0
accelerate==0.5.1 | accelerate==0.6.2
affine==2.3.0 | affine==2.3.1
aiobotocore==2.1.2 | aiobotocore==2.2.0
allennlp==2.9.1 | allennlp==2.9.2
anyio==3.4.0 | anyio==3.5.0
apache-beam==2.34.0 | apache-beam==2.37.0
argcomplete==1.12.3 | argon2-cffi==21.3.0
argon2-cffi==21.1.0 | argon2-cffi-bindings==21.2.0
arrow==1.2.1 | arrow==1.2.2
arviz==0.11.4 | arviz==0.12.0
asn1crypto==1.4.0 | asn1crypto==1.5.1
> astroid==2.11.2
async-generator==1.10 | async-timeout==4.0.2
async-timeout==4.0.1 <
attrs==21.2.0 | attrs==21.4.0
avro-python3==1.9.2.1 | autopep8==1.6.0
backports.entry-points-selectable==1.1.1 <
beatrix-jupyterlab==3.1.6 | beatrix-jupyterlab==3.1.7
bidict==0.21.4 | bidict==0.22.0
black==21.12b0 | black==22.1.0
blis==0.7.6 | blis==0.7.7
boto3==1.21.20 | boto3==1.21.38
botocore==1.24.20 | botocore==1.24.38
Bottleneck==1.3.2 <
cached-path==1.1.0 | cached-path==1.1.2
catalogue==2.0.6 | catalogue==2.0.7
catboost==1.0.4 | catboost==1.0.5
charset-normalizer==2.0.9 | charset-normalizer==2.0.12
chex==0.1.1 | chex==0.1.2
click==8.0.3 | click==8.0.4
conda==4.11.0 | conda==4.12.0
conda-package-handling==1.7.3 | conda-package-handling==1.8.0
confuse==1.7.0 <
> daal==2021.5.3
> daal4py==2021.5.3
datasets==1.18.4 <
decorator==5.1.0 | decorator==5.1.1
earthengine-api==0.1.302 | earthengine-api==0.1.305
easyocr==1.4.1 | easyocr==1.4.2
entrypoints==0.3 | entrypoints==0.4
explainable-ai-sdk==1.3.2 | explainable-ai-sdk==1.3.3
fairscale==0.4.5 | fairscale==0.4.6
fastai==2.5.3 | fastai==2.5.6
fastapi==0.75.0 | fastapi==0.75.1
fastavro==1.4.7 | fastavro==1.4.10
fastcore==1.3.29 | fastcore==1.4.2
fasteners==0.16.3 | fasteners==0.17.3
featuretools==1.6.0 | featuretools==1.8.0
filelock==3.4.0 | filelock==3.6.0
Flask==2.0.3 | Flask==2.1.1
flax==0.4.0 | flax==0.4.1
> flit_core==3.7.1
fonttools==4.28.4 | fonttools==4.30.0
frozendict==2.3.0 | frozendict==2.3.1
frozenlist==1.2.0 | frozenlist==1.3.0
fsspec==2022.2.0 | fsspec==2022.3.0
gcsfs==2021.11.1 | gcsfs==2022.2.0
geoplot==0.5.0 | geoplot==0.5.1
GitPython==3.1.24 | GitPython==3.1.27
google-cloud-appengine-logging==1.1.0 | google-cloud-appengine-logging==1.1.1
google-cloud-bigtable==2.4.0 | google-cloud-bigtable==2.7.0
google-cloud-dataproc==3.1.1 | google-cloud-dataproc==4.0.1
google-cloud-datastore==2.4.0 | google-cloud-datastore==2.5.1
google-cloud-dlp==1.0.0 | google-cloud-dlp==3.6.2
google-cloud-firestore==2.3.4 | google-cloud-firestore==2.4.0
google-cloud-kms==2.10.1 | google-cloud-kms==2.11.1
google-cloud-language==2.3.1 | google-cloud-language==2.4.1
google-cloud-logging==2.7.0 | google-cloud-logging==3.0.0
google-cloud-monitoring==2.8.0 | google-cloud-monitoring==2.9.1
google-cloud-pubsub==1.7.0 | google-cloud-pubsub==2.11.0
> google-cloud-pubsublite==1.4.1
google-cloud-scheduler==2.5.0 | google-cloud-scheduler==2.6.2
google-cloud-spanner==3.12.0 | google-cloud-spanner==3.13.0
google-cloud-speech==2.11.1 | google-cloud-speech==2.13.1
google-cloud-storage==1.43.0 | google-cloud-storage==2.1.0
google-cloud-tasks==2.7.1 | google-cloud-tasks==2.8.1
google-cloud-translate==3.6.1 | google-cloud-translate==3.7.2
google-cloud-videointelligence==2.5.1 | google-cloud-videointelligence==2.6.1
google-cloud-vision==2.6.3 | google-cloud-vision==2.7.1
googleapis-common-protos==1.53.0 | googleapis-common-protos==1.54.0
grpcio-status==1.43.0 | grpcio-status==1.44.0
h2o==3.36.0.3 | h2o==3.36.0.4
httplib2==0.20.2 | httplib2==0.20.4
huggingface-hub==0.4.0 | huggingface-hub==0.5.1
idna==3.1 | idna==3.3
igraph==0.9.9 | igraph==0.9.10
imageio==2.9.0 | imageio==2.16.1
ipykernel==6.6.0 | ipykernel==6.9.2
ipython==7.30.1 | ipython==7.32.0
> isort==5.10.1
itsdangerous==2.1.1 | itsdangerous==2.1.2
jax==0.3.1 | jax==0.3.5
jaxlib==0.3.0 | jaxlib==0.3.5
Jinja2==3.0.3 | Jinja2==3.1.1
jmespath==0.10.0 | jmespath==1.0.0
joblib==1.1.0 | joblib==1.0.1
jsonschema==4.3.1 | jsonschema==4.4.0
jupyter-client==7.1.0 | jupyter-client==7.1.2
jupyter-console==6.4.0 | jupyter-console==6.4.3
jupyter-core==4.9.1 | jupyter-core==4.9.2
jupyter-server==1.13.1 | jupyter-lsp==1.5.1
jupyter-server-mathjax==0.2.3 | jupyter-server==1.15.4
jupyter-server-proxy==3.2.0 | jupyter-server-mathjax==0.2.5
jupyterlab==3.2.5 | jupyter-server-proxy==3.2.1
jupyterlab-git==0.34.0 | jupyterlab==3.2.9
> jupyterlab-git==0.34.2
> jupyterlab-lsp==3.10.1
jupyterlab-server==2.9.0 | jupyterlab-server==2.10.3
jupytext==1.13.4 | jupytext==1.13.7
kaggle-environments==1.9.0 | kaggle-environments==1.9.8
keyring==23.4.0 | keyring==23.5.0
kiwisolver==1.3.2 | kiwisolver==1.4.0
kmodes==0.11.1 | kmodes==0.12.0
kubernetes==21.7.0 | kubernetes==23.3.0
> lazy-object-proxy==1.7.1
libcst==0.3.23 <
line-profiler==3.4.0 | line-profiler==3.5.1
llvmlite==0.37.0 | llvmlite==0.38.0
MarkupSafe==2.1.1 | MarkupSafe==2.0.1
matplotlib-venn==0.11.6 | matplotlib-venn==0.11.7
ml-metrics==0.1.2 <
mne==0.24.1 | mne==1.0.1
momepy==0.5.2 | momepy==0.5.3
multidict==5.2.0 | multidict==6.0.2
nbclassic==0.3.4 | nbclassic==0.3.6
nbclient==0.5.9 | nbclient==0.5.13
nbconvert==6.3.0 | nbconvert==6.5.0
nbformat==5.1.3 | nbformat==5.2.0
networkx==2.6.3 | networkx==2.5
nnabla==1.25.0 | nnabla==1.27.0
notebook==6.4.6 | notebook==6.4.10
numba==0.54.1 | notebook-shim==0.1.0
> numba==0.55.1
numpy==1.20.3 | numpy==1.21.5
oauthlib==3.1.1 | oauthlib==3.2.0
opencv-python-headless==4.5.5.64 | opencv-python-headless==4.5.4.60
orjson==3.6.5 | orjson==3.6.7
ortools==9.3.10459 | ortools==9.3.10497
> overrides==6.1.0
pandas-profiling==3.0.0 | pandas-profiling==3.1.0
panel==0.12.6 | panel==0.12.7
papermill==2.3.3 | papermill==2.3.4
param==1.12.0 | param==1.12.1
Pillow==8.2.0 | Pillow==9.0.1
pip==21.3.1 | pip==22.0.4
platformdirs==2.3.0 | platformdirs==2.5.1
plotly==5.6.0 | plotly==5.7.0
prettytable==2.4.0 | prettytable==3.2.0
prometheus-client==0.12.0 | prometheus-client==0.13.1
prompt-toolkit==3.0.24 | prompt-toolkit==3.0.27
proto-plus==1.19.8 | proto-plus==1.20.3
psutil==5.8.0 | psutil==5.9.0
py4j==0.10.9.4 | py4j==0.10.9.5
pyarrow==6.0.1 | pyarrow==7.0.0
pybind11==2.9.1 | pybind11==2.9.2
pyDeprecate==0.3.1 | pyDeprecate==0.3.2
pydicom==2.2.2 | pydicom==2.3.0
> pydocstyle==6.1.1
Pygments==2.10.0 | Pygments==2.11.2
> pylint==2.13.5
pyOpenSSL==21.0.0 | pyOpenSSL==22.0.0
pyparsing==3.0.6 | pyparsing==3.0.7
pyrsistent==0.18.0 | pyrsistent==0.18.1
pytest==7.1.0 | pytest==7.1.1
python-dotenv==0.19.2 | python-dotenv==0.20.0
python-igraph==0.9.9 | python-igraph==0.9.10
python-slugify==5.0.2 | python-lsp-jsonrpc==1.0.0
> python-lsp-server==1.4.1
> python-slugify==6.1.1
pytorch-lightning==1.5.10 | pytorch-lightning==1.6.0
pyviz-comms==2.1.0 | pyviz-comms==2.2.0
PyWavelets==1.2.0 | PyWavelets==1.3.0
QtPy==1.11.3 | QtPy==2.0.1
quantecon==0.5.2 | quantecon==0.5.3
redis==4.1.4 | redis==4.2.2
requests==2.26.0 | requests==2.27.1
requests-oauthlib==1.3.0 | requests-oauthlib==1.3.1
responses==0.18.0 <
rich==12.0.0 | rich==12.2.0
> rope==1.0.0
Rtree==0.9.7 | Rtree==1.0.0
s3fs==2022.2.0 | s3fs==2022.3.0
scattertext==0.1.5 | scattertext==0.1.6
scikit-image==0.19.1 | scikit-image==0.19.2
scikit-learn==1.0.1 | scikit-learn==1.0.2
> scikit-learn-intelex==2021.5.3
sentry-sdk==1.5.7 | sentry-sdk==1.5.9
setuptools==59.5.0 | setuptools==59.8.0
> snowballstemmer==2.2.0
spacy==3.2.3 | spacy==3.2.4
spacy-loggers==1.0.1 | spacy-loggers==1.0.2
spopt==0.2.1 | spopt==0.3.0
SQLAlchemy==1.4.28 | SQLAlchemy==1.4.32
sqlitedict==2.0.0 <
statsmodels==0.13.1 | statsmodels==0.13.2
stumpy==1.10.2 | stumpy==1.11.1
sympy==1.10 | sympy==1.10.1
> tbb==2021.5.1
tensorboard-plugin-wit==1.8.0 | tensorboard-plugin-wit==1.8.1
tensorflow==2.6.2 | tensorflow==2.6.3
tensorflow-metadata==1.5.0 | tensorflow-metadata==1.7.0
tensorflow-serving-api==2.7.0 | tensorflow-serving-api==2.8.0
tensorflow-transform==...
v113 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v113
== Comparing pip list --format=freeze ==
absl-py==0.15.0 | absl-py==1.0.0
accelerate==0.5.1 | accelerate==0.6.2
affine==2.3.0 | affine==2.3.1
aiobotocore==2.1.2 | aiobotocore==2.2.0
allennlp==2.9.1 | allennlp==2.9.2
anyio==3.4.0 | anyio==3.5.0
apache-beam==2.34.0 | apache-beam==2.37.0
argcomplete==1.12.3 | argon2-cffi==21.3.0
argon2-cffi==21.1.0 | argon2-cffi-bindings==21.2.0
arrow==1.2.1 | arrow==1.2.2
arviz==0.11.4 | arviz==0.12.0
asn1crypto==1.4.0 | asn1crypto==1.5.1
> astroid==2.11.2
async-generator==1.10 | async-timeout==4.0.2
async-timeout==4.0.1 <
attrs==21.2.0 | attrs==21.4.0
avro-python3==1.9.2.1 | autopep8==1.6.0
beatrix-jupyterlab==3.1.6 | beatrix-jupyterlab==3.1.7
bidict==0.21.4 | bidict==0.22.0
black==21.12b0 | black==22.1.0
blis==0.7.6 | blis==0.7.7
boto3==1.21.20 | boto3==1.21.38
botocore==1.24.20 | botocore==1.24.38
Bottleneck==1.3.2 <
cached-path==1.1.0 | cached-path==1.1.2
catalogue==2.0.6 | catalogue==2.0.7
catboost==1.0.4 | catboost==1.0.5
charset-normalizer==2.0.9 | charset-normalizer==2.0.12
chex==0.1.1 | chex==0.1.2
click==8.0.3 | click==8.0.4
cmake==3.22.1 | cmake==3.22.3
conda==4.11.0 | conda==4.12.0
conda-package-handling==1.7.3 | conda-package-handling==1.8.0
confuse==1.7.0 <
cupy-cuda110==10.2.0 | cupy-cuda110==10.3.1
> daal==2021.5.3
> daal4py==2021.5.3
datasets==1.18.4 <
decorator==5.1.0 | decorator==5.1.1
earthengine-api==0.1.302 | earthengine-api==0.1.305
easyocr==1.4.1 | easyocr==1.4.2
entrypoints==0.3 | entrypoints==0.4
explainable-ai-sdk==1.3.2 | explainable-ai-sdk==1.3.3
fairscale==0.4.5 | fairscale==0.4.6
fastai==2.5.3 | fastai==2.5.6
fastapi==0.75.0 | fastapi==0.75.1
fastcore==1.3.29 | fastcore==1.4.2
fasteners==0.16.3 | fasteners==0.17.3
featuretools==1.6.0 | featuretools==1.8.0
Flask==2.0.3 | Flask==2.1.1
flax==0.4.0 | flax==0.4.1
> flit_core==3.7.1
fonttools==4.28.4 | fonttools==4.30.0
frozendict==2.3.0 | frozendict==2.3.1
frozenlist==1.2.0 | frozenlist==1.3.0
fsspec==2022.2.0 | fsspec==2022.3.0
gcsfs==2021.11.1 | gcsfs==2022.2.0
geoplot==0.5.0 | geoplot==0.5.1
GitPython==3.1.24 | GitPython==3.1.27
google-cloud-appengine-logging==1.1.0 | google-cloud-appengine-logging==1.1.1
google-cloud-bigtable==2.4.0 | google-cloud-bigtable==2.7.0
google-cloud-dataproc==3.1.1 | google-cloud-dataproc==4.0.1
google-cloud-datastore==2.4.0 | google-cloud-datastore==2.5.1
google-cloud-dlp==1.0.0 | google-cloud-dlp==3.6.2
google-cloud-firestore==2.3.4 | google-cloud-firestore==2.4.0
google-cloud-kms==2.10.1 | google-cloud-kms==2.11.1
google-cloud-language==2.3.1 | google-cloud-language==2.4.1
google-cloud-logging==2.7.0 | google-cloud-logging==3.0.0
google-cloud-monitoring==2.8.0 | google-cloud-monitoring==2.9.1
google-cloud-pubsub==1.7.0 | google-cloud-pubsub==2.11.0
> google-cloud-pubsublite==1.4.1
google-cloud-scheduler==2.5.0 | google-cloud-scheduler==2.6.2
google-cloud-spanner==3.12.0 | google-cloud-spanner==3.13.0
google-cloud-speech==2.11.1 | google-cloud-speech==2.13.1
google-cloud-storage==1.43.0 | google-cloud-storage==2.1.0
google-cloud-tasks==2.7.1 | google-cloud-tasks==2.8.1
google-cloud-translate==3.6.1 | google-cloud-translate==3.7.2
google-cloud-videointelligence==2.5.1 | google-cloud-videointelligence==2.6.1
google-cloud-vision==2.6.3 | google-cloud-vision==2.7.1
googleapis-common-protos==1.53.0 | googleapis-common-protos==1.54.0
grpcio-status==1.43.0 | grpcio-status==1.44.0
h2o==3.36.0.3 | h2o==3.36.0.4
httplib2==0.20.2 | httplib2==0.20.4
huggingface-hub==0.4.0 | huggingface-hub==0.5.1
idna==3.1 | idna==3.3
igraph==0.9.9 | igraph==0.9.10
imageio==2.9.0 | imageio==2.16.1
ipykernel==6.6.0 | ipykernel==6.9.2
ipython==7.30.1 | ipython==7.32.0
> isort==5.10.1
itsdangerous==2.1.1 | itsdangerous==2.1.2
jax==0.3.1 | jax==0.3.5
jaxlib==0.3.0+cuda11.cudnn805 | jaxlib==0.3.5+cuda11.cudnn805
Jinja2==3.0.3 | Jinja2==3.1.1
jmespath==0.10.0 | jmespath==1.0.0
joblib==1.1.0 | joblib==1.0.1
jsonschema==4.3.1 | jsonschema==4.4.0
jupyter-client==7.1.0 | jupyter-client==7.1.2
jupyter-console==6.4.0 | jupyter-console==6.4.3
jupyter-core==4.9.1 | jupyter-core==4.9.2
jupyter-server==1.13.1 | jupyter-lsp==1.5.1
jupyter-server-mathjax==0.2.3 | jupyter-server==1.15.4
jupyter-server-proxy==3.2.0 | jupyter-server-mathjax==0.2.5
jupyterlab==3.2.5 | jupyter-server-proxy==3.2.1
jupyterlab-git==0.34.0 | jupyterlab==3.2.9
> jupyterlab-git==0.34.2
> jupyterlab-lsp==3.10.1
jupyterlab-server==2.9.0 | jupyterlab-server==2.10.3
jupytext==1.13.4 | jupytext==1.13.7
kaggle-environments==1.9.0 | kaggle-environments==1.9.8
keyring==23.4.0 | keyring==23.5.0
kiwisolver==1.3.2 | kiwisolver==1.4.0
kmodes==0.11.1 | kmodes==0.12.0
kubernetes==21.7.0 | kubernetes==23.3.0
> lazy-object-proxy==1.7.1
libcst==0.3.23 <
line-profiler==3.4.0 | line-profiler==3.5.1
llvmlite==0.37.0 | llvmlite==0.38.0
MarkupSafe==2.1.1 | MarkupSafe==2.0.1
matplotlib-venn==0.11.6 | matplotlib-venn==0.11.7
ml-metrics==0.1.2 <
mne==0.24.1 | mne==1.0.1
momepy==0.5.2 | momepy==0.5.3
multidict==5.2.0 | multidict==6.0.2
nbclassic==0.3.4 | nbclassic==0.3.6
nbclient==0.5.9 | nbclient==0.5.13
nbconvert==6.3.0 | nbconvert==6.5.0
nbformat==5.1.3 | nbformat==5.2.0
networkx==2.6.3 | networkx==2.5
nnabla==1.25.0 | nnabla==1.27.0
nnabla-ext-cuda110==1.25.0 | nnabla-ext-cuda110==1.27.0
notebook==6.4.6 | notebook==6.4.10
numba==0.54.1 | notebook-shim==0.1.0
> numba==0.55.1
numpy==1.20.3 | numpy==1.21.5
oauthlib==3.1.1 | oauthlib==3.2.0
opencv-python-headless==4.5.5.64 | opencv-python-headless==4.5.4.60
orjson==3.6.5 | orjson==3.6.7
ortools==9.3.10459 | ortools==9.3.10497
> overrides==6.1.0
pandas-profiling==3.0.0 | pandas-profiling==3.1.0
panel==0.12.6 | panel==0.12.7
papermill==2.3.3 | papermill==2.3.4
param==1.12.0 | param==1.12.1
Pillow==8.2.0 | Pillow==9.0.1
pip==21.3.1 | pip==22.0.4
platformdirs==2.3.0 | platformdirs==2.5.1
plotly==5.6.0 | plotly==5.7.0
prettytable==2.4.0 | prettytable==3.2.0
prometheus-client==0.12.0 | prometheus-client==0.13.1
prompt-toolkit==3.0.24 | prompt-toolkit==3.0.27
proto-plus==1.19.8 | proto-plus==1.20.3
py4j==0.10.9.4 | py4j==0.10.9.5
pyarrow==6.0.1 | pyarrow==7.0.0
pybind11==2.9.1 | pybind11==2.9.2
pyDeprecate==0.3.1 | pyDeprecate==0.3.2
pydicom==2.2.2 | pydicom==2.3.0
> pydocstyle==6.1.1
Pygments==2.10.0 | Pygments==2.11.2
> pylint==2.13.5
pyOpenSSL==21.0.0 | pyOpenSSL==22.0.0
pyparsing==3.0.6 | pyparsing==3.0.7
pyrsistent==0.18.0 | pyrsistent==0.18.1
pytest==7.1.0 | pytest==7.1.1
python-dotenv==0.19.2 | python-dotenv==0.20.0
python-igraph==0.9.9 | python-igraph==0.9.10
python-slugify==5.0.2 | python-lsp-jsonrpc==1.0.0
> python-lsp-server==1.4.1
> python-slugify==6.1.1
pytools==2022.1.1 | pytools==2022.1.3
pytorch-lightning==1.5.10 | pytorch-lightning==1.6.0
pyviz-comms==2.1.0 | pyviz-comms==2.2.0
PyWavelets==1.2.0 | PyWavelets==1.3.0
QtPy==1.11.3 | QtPy==2.0.1
quantecon==0.5.2 | quantecon==0.5.3
redis==4.1.4 | redis==4.2.2
requests==2.26.0 | requests==2.27.1
requests-oauthlib==1.3.0 | requests-oauthlib==1.3.1
responses==0.18.0 <
rich==12.0.0 | rich==12.2.0
> rope==1.0.0
Rtree==0.9.7 | Rtree==1.0.0
s3fs==2022.2.0 | s3fs==2022.3.0
scattertext==0.1.5 | scattertext==0.1.6
scikit-image==0.19.1 | scikit-image==0.19.2
scikit-learn==1.0.1 | scikit-learn==1.0.2
> scikit-learn-intelex==2021.5.3
sentry-sdk==1.5.7 | sentry-sdk==1.5.9
setuptools==59.5.0 | setuptools==59.8.0
> snowballstemmer==2.2.0
spacy==3.2.3 | spacy==3.2.4
spacy-loggers==1.0.1 | spacy-loggers==1.0.2
spopt==0.2.1 | spopt==0.3.0
SQLAlchemy==1.4.28 | SQLAlchemy==1.4.32
sqlitedict==2.0.0 <
statsmodels==0.13.1 | statsmodels==0.13.2
stumpy==1.10.2 | stumpy==1.11.1
sympy==1.10 | sympy==1.10.1
> tbb==2021.5.1
tensorboard-plugin-wit==1.8.0 | tensorboard-plugin-wit==1.8.1
tensorflow==2.6.2 | tensorflow==2.6.3
tensorflow-metadata==1.5.0 | tensorflow-metadata==1.7.0
tensorflow-serving-api==2.7.0 ...
v112 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v112
== Comparing pip list --format=freeze ==
aiobotocore==2.1.1 | aiobotocore==2.1.2
alembic==1.7.6 | alembic==1.7.7
allennlp==2.9.0 | allennlp==2.9.1
backports.csv==1.0.7 <
blis==0.7.5 | blis==0.7.6
boto3==1.21.8 | boto3==1.21.20
botocore==1.24.8 | botocore==1.24.20
cached-path==1.0.2 | cached-path==1.1.0
category-encoders==2.3.0 | category-encoders==2.4.0
cftime==1.5.2 | cftime==1.6.0
checklist==0.0.11 <
cheroot==8.6.0 <
CherryPy==18.6.1 <
> datasets==1.18.4
> deprecat==2.1.1
dipy==1.4.1 | dipy==1.5.0
dlib==19.23.0 | dlib==19.23.1
earthengine-api==0.1.300 | earthengine-api==0.1.302
emoji==1.6.3 | emoji==1.7.0
essentia==2.1b6.dev745 | essentia==2.1b6.dev778
fastapi==0.74.1 | fastapi==0.75.0
fastavro==1.4.9 | fastavro==1.4.10
feedparser==6.0.8 | filelock==3.6.0
filelock==3.4.2 <
fury==0.7.1 | fury==0.8.0
geoviews==1.9.4 | geoviews==1.9.5
gluoncv==0.10.4.post4 | gluoncv==0.10.5
google-api-python-client==1.12.10 | google-api-python-client==1.12.11
gym==0.22.0 | gym==0.23.1
gym-notices==0.0.4 | gym-notices==0.0.6
httptools==0.3.0 | httptools==0.4.0
huggingface-hub==0.2.1 | huggingface-hub==0.4.0
importlib-metadata==4.11.2 | importlib-metadata==4.11.3
iso-639==0.4.5 <
itsdangerous==2.1.0 | itsdangerous==2.1.1
jaraco.classes==3.2.1 <
jaraco.collections==3.5.1 <
jaraco.context==4.1.1 <
jaraco.functools==3.5.0 <
jaraco.text==3.7.0 <
kaggle-environments==1.8.12 | kaggle-environments==1.9.0
libpysal==4.6.0 | libpysal==4.6.2
Mako==1.1.6 | Mako==1.2.0
markovify==0.9.3 | markovify==0.9.4
MarkupSafe==2.1.0 | MarkupSafe==2.1.1
opencv-python-headless==4.5.5.62 | opencv-python-headless==4.5.5.64
ortools==9.2.9972 | ortools==9.3.10459
pandarallel==1.5.5 | pandarallel==1.6.1
patternfork-nosql==3.6 <
pdfminer.six==20211012 <
portend==3.1.0 <
protobuf==3.19.1 | protobuf==3.19.4
pudb==2022.1 | pudb==2022.1.1
py4j==0.10.9.3 | py4j==0.10.9.4
pycountry==22.1.10 | pycountry==22.3.5
pymc3==3.11.4 | pymc3==3.11.5
pytest==7.0.1 | pytest==7.1.0
python-docx==0.8.11 <
pytools==2022.1 | pytools==2022.1.1
quilt3==4.1.0 | quilt3==5.0.0
ray==1.10.0 | ray==1.11.0
> responses==0.18.0
rich==11.2.0 | rich==12.0.0
sacremoses==0.0.47 | sacremoses==0.0.49
sentry-sdk==1.5.6 | sentry-sdk==1.5.7
> setproctitle==1.2.2
sgmllib3k==1.0.0 <
spacy==3.2.2 | spacy==3.2.3
> sqlitedict==2.0.0
sympy==1.9 | sympy==1.10
tempora==5.0.1 <
thinc==8.0.13 | thinc==8.0.15
tokenizers==0.10.3 | tokenizers==0.11.6
transformers==4.15.0 | transformers==4.16.2
uvicorn==0.17.5 | uvicorn==0.17.6
wandb==0.12.10 | wandb==0.12.11
watchgod==0.7 | watchgod==0.8
woodwork==0.13.0 | woodwork==0.14.0
wslink==1.4.1 | wslink==1.4.3
xyzservices==2022.2.0 | xxhash==3.0.0
> xyzservices==2022.3.0
zc.lockfile==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}' ==
libdrm-amdgpu1:amd64==2.4.107-8ubuntu1~20.04.1 | libdrm-amdgpu1:amd64==2.4.107-8ubuntu1~20.04.2
libdrm-common==2.4.107-8ubuntu1~20.04.1 | libdrm-common==2.4.107-8ubuntu1~20.04.2
libdrm-intel1:amd64==2.4.107-8ubuntu1~20.04.1 | libdrm-intel1:amd64==2.4.107-8ubuntu1~20.04.2
libdrm-nouveau2:amd64==2.4.107-8ubuntu1~20.04.1 | libdrm-nouveau2:amd64==2.4.107-8ubuntu1~20.04.2
libdrm-radeon1:amd64==2.4.107-8ubuntu1~20.04.1 | libdrm-radeon1:amd64==2.4.107-8ubuntu1~20.04.2
libdrm2:amd64==2.4.107-8ubuntu1~20.04.1 | libdrm2:amd64==2.4.107-8ubuntu1~20.04.2
libgl1:amd64==1.3.2-1~ubuntu0.20.04.1 | libgl1:amd64==1.3.2-1~ubuntu0.20.04.2
libgl1-mesa-dri:amd64==21.2.6-0ubuntu0.1~20.04.1 | libgl1-mesa-dri:amd64==21.2.6-0ubuntu0.1~20.04.2
libgl1-mesa-glx:amd64==21.2.6-0ubuntu0.1~20.04.1 | libgl1-mesa-glx:amd64==21.2.6-0ubuntu0.1~20.04.2
libglapi-mesa:amd64==21.2.6-0ubuntu0.1~20.04.1 | libglapi-mesa:amd64==21.2.6-0ubuntu0.1~20.04.2
libglvnd0:amd64==1.3.2-1~ubuntu0.20.04.1 | libglvnd0:amd64==1.3.2-1~ubuntu0.20.04.2
libglx-mesa0:amd64==21.2.6-0ubuntu0.1~20.04.1 | libglx-mesa0:amd64==21.2.6-0ubuntu0.1~20.04.2
libglx0:amd64==1.3.2-1~ubuntu0.20.04.1 | libglx0:amd64==1.3.2-1~ubuntu0.20.04.2
libllvm12:amd64==1:12.0.0-3ubuntu1~20.04.4 | libllvm12:amd64==1:12.0.0-3ubuntu1~20.04.5
mesa-va-drivers:amd64==21.2.6-0ubuntu0.1~20.04.1 | mesa-va-drivers:amd64==21.2.6-0ubuntu0.1~20.04.2
mesa-vdpau-drivers:amd64==21.2.6-0ubuntu0.1~20.04.1 | mesa-vdpau-drivers:amd64==21.2.6-0ubuntu0.1~20.04.2
mesa-vulkan-drivers:amd64==21.2.6-0ubuntu0.1~20.04.1 | mesa-vulkan-drivers:amd64==21.2.6-0ubuntu0.1~20.04.2
openjdk-11-jre-headless:amd64==11.0.13+8-0ubuntu1~20.04 | openjdk-11-jre-headless:amd64==11.0.14+9-0ubuntu2~20.04
v112 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v112
== Comparing pip list --format=freeze ==
aiobotocore==2.1.1 | aiobotocore==2.1.2
alembic==1.7.6 | alembic==1.7.7
allennlp==2.9.0 | allennlp==2.9.1
backports.csv==1.0.7 <
blis==0.7.5 | blis==0.7.6
boto3==1.21.8 | boto3==1.21.20
botocore==1.24.8 | botocore==1.24.20
cached-path==1.0.2 | cached-path==1.1.0
category-encoders==2.3.0 | category-encoders==2.4.0
cftime==1.5.2 | cftime==1.6.0
checklist==0.0.11 <
cheroot==8.6.0 <
CherryPy==18.6.1 <
> datasets==1.18.4
> deprecat==2.1.1
dipy==1.4.1 | dipy==1.5.0
dlib==19.23.0 | dlib==19.23.1
earthengine-api==0.1.300 | earthengine-api==0.1.302
emoji==1.6.3 | emoji==1.7.0
essentia==2.1b6.dev745 | essentia==2.1b6.dev778
fastapi==0.74.1 | fastapi==0.75.0
feedparser==6.0.8 <
fury==0.7.1 | fury==0.8.0
geoviews==1.9.4 | geoviews==1.9.5
gluoncv==0.10.4.post4 | gluoncv==0.10.5
google-api-python-client==1.12.10 | google-api-python-client==1.12.11
gym==0.22.0 | gym==0.23.1
gym-notices==0.0.4 | gym-notices==0.0.6
httptools==0.3.0 | httptools==0.4.0
huggingface-hub==0.2.1 | huggingface-hub==0.4.0
importlib-metadata==4.11.2 | importlib-metadata==4.11.3
iso-639==0.4.5 <
itsdangerous==2.1.0 | itsdangerous==2.1.1
jaraco.classes==3.2.1 <
jaraco.collections==3.5.1 <
jaraco.context==4.1.1 <
jaraco.functools==3.5.0 <
jaraco.text==3.7.0 <
kaggle-environments==1.8.12 | kaggle-environments==1.9.0
libpysal==4.6.0 | libpysal==4.6.2
Mako==1.1.6 | Mako==1.2.0
markovify==0.9.3 | markovify==0.9.4
MarkupSafe==2.1.0 | MarkupSafe==2.1.1
opencv-python-headless==4.5.5.62 | opencv-python-headless==4.5.5.64
ortools==9.2.9972 | ortools==9.3.10459
pandarallel==1.5.5 | pandarallel==1.6.1
patternfork-nosql==3.6 <
pdfminer.six==20211012 <
portend==3.1.0 <
protobuf==3.19.1 | protobuf==3.19.4
pudb==2022.1 | pudb==2022.1.1
py4j==0.10.9.3 | py4j==0.10.9.4
pycountry==22.1.10 | pycountry==22.3.5
pymc3==3.11.4 | pymc3==3.11.5
pytest==7.0.1 | pytest==7.1.0
python-docx==0.8.11 <
quilt3==4.1.0 | quilt3==5.0.0
ray==1.10.0 | ray==1.11.0
> responses==0.18.0
rich==11.2.0 | rich==12.0.0
sacremoses==0.0.47 | sacremoses==0.0.49
sentry-sdk==1.5.6 | sentry-sdk==1.5.7
> setproctitle==1.2.2
sgmllib3k==1.0.0 <
spacy==3.2.2 | spacy==3.2.3
> sqlitedict==2.0.0
sympy==1.9 | sympy==1.10
tempora==5.0.1 <
thinc==8.0.13 | thinc==8.0.15
tokenizers==0.10.3 | tokenizers==0.11.6
transformers==4.15.0 | transformers==4.16.2
uvicorn==0.17.5 | uvicorn==0.17.6
wandb==0.12.10 | wandb==0.12.11
watchgod==0.7 | watchgod==0.8
woodwork==0.13.0 | woodwork==0.14.0
wslink==1.4.1 | wslink==1.4.3
xyzservices==2022.2.0 | xxhash==3.0.0
> xyzservices==2022.3.0
zc.lockfile==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}' ==
libdrm-amdgpu1:amd64==2.4.107-8ubuntu1~20.04.1 | libdrm-amdgpu1:amd64==2.4.107-8ubuntu1~20.04.2
libdrm-common==2.4.107-8ubuntu1~20.04.1 | libdrm-common==2.4.107-8ubuntu1~20.04.2
libdrm-intel1:amd64==2.4.107-8ubuntu1~20.04.1 | libdrm-intel1:amd64==2.4.107-8ubuntu1~20.04.2
libdrm-nouveau2:amd64==2.4.107-8ubuntu1~20.04.1 | libdrm-nouveau2:amd64==2.4.107-8ubuntu1~20.04.2
libdrm-radeon1:amd64==2.4.107-8ubuntu1~20.04.1 | libdrm-radeon1:amd64==2.4.107-8ubuntu1~20.04.2
libdrm2:amd64==2.4.107-8ubuntu1~20.04.1 | libdrm2:amd64==2.4.107-8ubuntu1~20.04.2
libgl1:amd64==1.3.2-1~ubuntu0.20.04.1 | libgl1:amd64==1.3.2-1~ubuntu0.20.04.2
libgl1-mesa-dri:amd64==21.2.6-0ubuntu0.1~20.04.1 | libgl1-mesa-dri:amd64==21.2.6-0ubuntu0.1~20.04.2
libgl1-mesa-glx:amd64==21.2.6-0ubuntu0.1~20.04.1 | libgl1-mesa-glx:amd64==21.2.6-0ubuntu0.1~20.04.2
libglapi-mesa:amd64==21.2.6-0ubuntu0.1~20.04.1 | libglapi-mesa:amd64==21.2.6-0ubuntu0.1~20.04.2
libglvnd0:amd64==1.3.2-1~ubuntu0.20.04.1 | libglvnd0:amd64==1.3.2-1~ubuntu0.20.04.2
libglx-mesa0:amd64==21.2.6-0ubuntu0.1~20.04.1 | libglx-mesa0:amd64==21.2.6-0ubuntu0.1~20.04.2
libglx0:amd64==1.3.2-1~ubuntu0.20.04.1 | libglx0:amd64==1.3.2-1~ubuntu0.20.04.2
libllvm12:amd64==1:12.0.0-3ubuntu1~20.04.4 | libllvm12:amd64==1:12.0.0-3ubuntu1~20.04.5
mesa-va-drivers:amd64==21.2.6-0ubuntu0.1~20.04.1 | mesa-va-drivers:amd64==21.2.6-0ubuntu0.1~20.04.2
mesa-vdpau-drivers:amd64==21.2.6-0ubuntu0.1~20.04.1 | mesa-vdpau-drivers:amd64==21.2.6-0ubuntu0.1~20.04.2
mesa-vulkan-drivers:amd64==21.2.6-0ubuntu0.1~20.04.1 | mesa-vulkan-drivers:amd64==21.2.6-0ubuntu0.1~20.04.2
openjdk-11-jre-headless:amd64==11.0.13+8-0ubuntu1~20.04 | openjdk-11-jre-headless:amd64==11.0.14+9-0ubuntu2~20.04
v111 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v111
== Comparing pip list --format=freeze ==
> accelerate==0.5.1
aiobotocore==2.1.0 | aiobotocore==2.1.1
aioitertools==0.9.0 | aioitertools==0.10.0
boto3==1.20.51 | boto3==1.21.8
botocore==1.23.51 | botocore==1.24.8
bqplot==0.12.32 | bqplot==0.12.33
catalyst==21.12 | catalyst==22.2.1
chex==0.1.0 | chex==0.1.1
cliff==3.10.0 | cliff==3.10.1
cmd2==2.3.3 | cmd2==2.4.0
cupy-cuda110==9.6.0 | cupy-cuda110==10.2.0
Cython==0.29.27 | Cython==0.29.28
dask==2022.1.1 | dask==2022.2.0
deepdish==0.3.7 <
distributed==2022.1.1 | distributed==2022.2.0
earthengine-api==0.1.297 | earthengine-api==0.1.300
essentia==2.1b6.dev609 | essentia==2.1b6.dev745
fastapi==0.73.0 | fastapi==0.74.1
fastcore==1.3.27 | fastcore==1.3.29
fastprogress==1.0.0 | fastprogress==1.0.2
featuretools==1.4.1 | featuretools==1.6.0
Flask==2.0.2 | Flask==2.0.3
fsspec==2022.1.0 | fsspec==2022.2.0
geoplot==0.4.4 | geoplot==0.5.0
geoviews==1.9.3 | geoviews==1.9.4
gym==0.21.0 | gym==0.22.0
> gym-notices==0.0.4
h2o==3.36.0.2 | h2o==3.36.0.3
hep-ml==0.7.0 | hep-ml==0.7.1
hijri-converter==2.2.2 | hijri-converter==2.2.3
hmmlearn==0.2.6 | hmmlearn==0.2.7
holidays==0.12 | holidays==0.13
holoviews==1.14.7 | holoviews==1.14.8
humanize==3.14.0 | humanize==4.0.0
hypertools==0.7.0 | hypertools==0.8.0
importlib-metadata==4.10.1 | importlib-metadata==4.11.2
itsdangerous==2.0.1 | itsdangerous==2.1.0
Janome==0.4.1 | Janome==0.4.2
jax==0.2.28 | jax==0.3.1
jaxlib==0.1.76+cuda11.cudnn805 | jaxlib==0.3.0+cuda11.cudnn805
librosa==0.9.0 | librosa==0.9.1
lxml==4.7.1 | lxml==4.8.0
MarkupSafe==2.0.1 | MarkupSafe==2.1.0
path==16.3.0 | path==16.4.0
plotly==5.5.0 | plotly==5.6.0
portalocker==2.3.2 | portalocker==2.4.0
pyshp==2.1.3 | pyshp==2.2.0
pytesseract==0.3.8 | pytesseract==0.3.9
pytest==7.0.0 | pytest==7.0.1
pytools==2021.2.9 | pytools==2022.1
pytorch-lightning==1.5.9 | pytorch-lightning==1.5.10
quilt3==4.0.0 | quilt3==4.1.0
redis==4.1.3 | redis==4.1.4
s3fs==2022.1.0 | s3fs==2022.2.0
s3transfer==0.5.1 | s3transfer==0.5.2
scikit-learn==0.23.2 | scikit-learn==1.0.1
sentry-sdk==1.5.4 | sentry-sdk==1.5.6
spacy==3.2.1 | spacy==3.2.2
spacy-legacy==3.0.8 | spacy-legacy==3.0.9
tables==3.7.0 <
tensorboardX==2.2 | tensorboardX==2.5
tobler==0.8.2 | tobler==0.9.0
typing_extensions==4.0.1 | typing_extensions==4.1.1
uvicorn==0.17.4 | uvicorn==0.17.5
websockets==10.1 | websockets==10.2
woodwork==0.11.2 | woodwork==0.13.0
wslink==1.4.0 | wslink==1.4.1
xyzservices==2022.1.1 | xyzservices==2022.2.0
yellowbrick==1.3.post1 | yellowbrick==1.4
zict==2.0.0 | zict==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}' ==
libarchive13:amd64==3.4.0-2ubuntu1 | libarchive13:amd64==3.4.0-2ubuntu1.1
libdrm-amdgpu1:amd64==2.4.105-3~20.04.2 | libdrm-amdgpu1:amd64==2.4.107-8ubuntu1~20.04.1
libdrm-common==2.4.105-3~20.04.2 | libdrm-common==2.4.107-8ubuntu1~20.04.1
libdrm-intel1:amd64==2.4.105-3~20.04.2 | libdrm-intel1:amd64==2.4.107-8ubuntu1~20.04.1
libdrm-nouveau2:amd64==2.4.105-3~20.04.2 | libdrm-nouveau2:amd64==2.4.107-8ubuntu1~20.04.1
libdrm-radeon1:amd64==2.4.105-3~20.04.2 | libdrm-radeon1:amd64==2.4.107-8ubuntu1~20.04.1
libdrm2:amd64==2.4.105-3~20.04.2 | libdrm2:amd64==2.4.107-8ubuntu1~20.04.1
libgl1-mesa-dri:amd64==21.0.3-0ubuntu0.3~20.04.5 | libgl1-mesa-dri:amd64==21.2.6-0ubuntu0.1~20.04.1
libgl1-mesa-glx:amd64==21.0.3-0ubuntu0.3~20.04.5 | libgl1-mesa-glx:amd64==21.2.6-0ubuntu0.1~20.04.1
libglapi-mesa:amd64==21.0.3-0ubuntu0.3~20.04.5 | libglapi-mesa:amd64==21.2.6-0ubuntu0.1~20.04.1
libglx-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.5 | libglx-mesa0:amd64==21.2.6-0ubuntu0.1~20.04.1
libspeex1:amd64==1.2~rc1.2-1.1ubuntu1 | libspeex1:amd64==1.2~rc1.2-1.1ubuntu1.20.04.1
mesa-va-drivers:amd64==21.0.3-0ubuntu0.3~20.04.5 | mesa-va-drivers:amd64==21.2.6-0ubuntu0.1~20.04.1
mesa-vdpau-drivers:amd64==21.0.3-0ubuntu0.3~20.04.5 | mesa-vdpau-drivers:amd64==21.2.6-0ubuntu0.1~20.04.1
mesa-vulkan-drivers:amd64==21.0.3-0ubuntu0.3~20.04.5 | mesa-vulkan-drivers:amd64==21.2.6-0ubuntu0.1~20.04.1
v111 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v111
== Comparing pip list --format=freeze ==
> accelerate==0.5.1
aiobotocore==2.1.0 | aiobotocore==2.1.1
aioitertools==0.9.0 | aioitertools==0.10.0
boto3==1.20.51 | boto3==1.21.8
botocore==1.23.51 | botocore==1.24.8
bqplot==0.12.32 | bqplot==0.12.33
catalyst==21.12 | catalyst==22.2.1
chex==0.1.0 | chex==0.1.1
cliff==3.10.0 | cliff==3.10.1
cmd2==2.3.3 | cmd2==2.4.0
Cython==0.29.27 | Cython==0.29.28
dask==2022.1.1 | dask==2022.2.0
deepdish==0.3.7 <
distributed==2022.1.1 | distributed==2022.2.0
earthengine-api==0.1.297 | earthengine-api==0.1.300
essentia==2.1b6.dev609 | essentia==2.1b6.dev745
fastapi==0.73.0 | fastapi==0.74.1
fastcore==1.3.27 | fastcore==1.3.29
fastprogress==1.0.0 | fastprogress==1.0.2
featuretools==1.4.1 | featuretools==1.6.0
Flask==2.0.2 | Flask==2.0.3
fsspec==2022.1.0 | fsspec==2022.2.0
geoplot==0.4.4 | geoplot==0.5.0
geoviews==1.9.3 | geoviews==1.9.4
gym==0.21.0 | gym==0.22.0
> gym-notices==0.0.4
h2o==3.36.0.2 | h2o==3.36.0.3
hep-ml==0.7.0 | hep-ml==0.7.1
hijri-converter==2.2.2 | hijri-converter==2.2.3
hmmlearn==0.2.6 | hmmlearn==0.2.7
holidays==0.12 | holidays==0.13
holoviews==1.14.7 | holoviews==1.14.8
humanize==3.14.0 | humanize==4.0.0
hypertools==0.7.0 | hypertools==0.8.0
importlib-metadata==4.10.1 | importlib-metadata==4.11.2
itsdangerous==2.0.1 | itsdangerous==2.1.0
Janome==0.4.1 | Janome==0.4.2
jax==0.2.28 | jax==0.3.1
jaxlib==0.1.76 | jaxlib==0.3.0
librosa==0.9.0 | librosa==0.9.1
lxml==4.7.1 | lxml==4.8.0
MarkupSafe==2.0.1 | MarkupSafe==2.1.0
path==16.3.0 | path==16.4.0
plotly==5.5.0 | plotly==5.6.0
portalocker==2.3.2 | portalocker==2.4.0
pyshp==2.1.3 | pyshp==2.2.0
pytesseract==0.3.8 | pytesseract==0.3.9
pytest==7.0.0 | pytest==7.0.1
pytorch-lightning==1.5.9 | pytorch-lightning==1.5.10
quilt3==4.0.0 | quilt3==4.1.0
redis==4.1.3 | redis==4.1.4
s3fs==2022.1.0 | s3fs==2022.2.0
s3transfer==0.5.1 | s3transfer==0.5.2
scikit-learn==0.23.2 | scikit-learn==1.0.1
sentry-sdk==1.5.4 | sentry-sdk==1.5.6
spacy==3.2.1 | spacy==3.2.2
spacy-legacy==3.0.8 | spacy-legacy==3.0.9
tables==3.7.0 <
tensorboardX==2.2 | tensorboardX==2.5
tobler==0.8.2 | tobler==0.9.0
typing_extensions==4.0.1 | typing_extensions==4.1.1
uvicorn==0.17.4 | uvicorn==0.17.5
websockets==10.1 | websockets==10.2
woodwork==0.11.2 | woodwork==0.13.0
wslink==1.4.0 | wslink==1.4.1
xyzservices==2022.1.1 | xyzservices==2022.2.0
yellowbrick==1.3.post1 | yellowbrick==1.4
zict==2.0.0 | zict==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}' ==
libarchive13:amd64==3.4.0-2ubuntu1 | libarchive13:amd64==3.4.0-2ubuntu1.1
libdrm-amdgpu1:amd64==2.4.105-3~20.04.2 | libdrm-amdgpu1:amd64==2.4.107-8ubuntu1~20.04.1
libdrm-common==2.4.105-3~20.04.2 | libdrm-common==2.4.107-8ubuntu1~20.04.1
libdrm-intel1:amd64==2.4.105-3~20.04.2 | libdrm-intel1:amd64==2.4.107-8ubuntu1~20.04.1
libdrm-nouveau2:amd64==2.4.105-3~20.04.2 | libdrm-nouveau2:amd64==2.4.107-8ubuntu1~20.04.1
libdrm-radeon1:amd64==2.4.105-3~20.04.2 | libdrm-radeon1:amd64==2.4.107-8ubuntu1~20.04.1
libdrm2:amd64==2.4.105-3~20.04.2 | libdrm2:amd64==2.4.107-8ubuntu1~20.04.1
libgl1-mesa-dri:amd64==21.0.3-0ubuntu0.3~20.04.5 | libgl1-mesa-dri:amd64==21.2.6-0ubuntu0.1~20.04.1
libgl1-mesa-glx:amd64==21.0.3-0ubuntu0.3~20.04.5 | libgl1-mesa-glx:amd64==21.2.6-0ubuntu0.1~20.04.1
libglapi-mesa:amd64==21.0.3-0ubuntu0.3~20.04.5 | libglapi-mesa:amd64==21.2.6-0ubuntu0.1~20.04.1
libglx-mesa0:amd64==21.0.3-0ubuntu0.3~20.04.5 | libglx-mesa0:amd64==21.2.6-0ubuntu0.1~20.04.1
libspeex1:amd64==1.2~rc1.2-1.1ubuntu1 | libspeex1:amd64==1.2~rc1.2-1.1ubuntu1.20.04.1
mesa-va-drivers:amd64==21.0.3-0ubuntu0.3~20.04.5 | mesa-va-drivers:amd64==21.2.6-0ubuntu0.1~20.04.1
mesa-vdpau-drivers:amd64==21.0.3-0ubuntu0.3~20.04.5 | mesa-vdpau-drivers:amd64==21.2.6-0ubuntu0.1~20.04.1
mesa-vulkan-drivers:amd64==21.0.3-0ubuntu0.3~20.04.5 | mesa-vulkan-drivers:amd64==21.2.6-0ubuntu0.1~20.04.1
v110 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v110
== Comparing pip list --format=freeze ==
aioitertools==0.8.0 | aioitertools==0.9.0
alembic==1.7.5 | alembic==1.7.6
allennlp==2.8.0 | allennlp==2.9.0
boto3==1.20.42 | boto3==1.20.51
botocore==1.23.43 | botocore==1.23.51
cached-path==0.3.2 | cached-path==1.0.2
coverage==6.3 <
Cython==0.29.26 | Cython==0.29.27
dask==2022.1.0 | dask==2022.1.1
datasets==1.18.0 <
distributed==2022.1.0 | distributed==2022.1.1
dnspython==2.2.0 <
earthengine-api==0.1.295 | earthengine-api==0.1.297
en-core-web-lg==3.1.0 | en-core-web-lg==3.2.0
en-core-web-sm==3.1.0 | en-core-web-sm==3.2.0
fairscale==0.4.0 | fairscale==0.4.5
featuretools==1.4.0 | featuretools==1.4.1
filelock==3.3.2 | filelock==3.4.0
Fiona==1.8.20 | Fiona==1.8.21
Flask-Cors==3.0.10 <
Flask-JSON==0.3.4 <
flax==0.3.6 | flax==0.4.0
frozendict==2.2.0 | frozendict==2.3.0
h2o==3.34.0.7 | h2o==3.36.0.2
huggingface-hub==0.1.2 | huggingface-hub==0.2.1
humanize==3.13.1 | humanize==3.14.0
ipyvuetify==1.8.1 | ipyvuetify==1.8.2
jax==0.2.27 | jax==0.2.28
jaxlib==0.1.75 | jaxlib==0.1.76
jsonschema==3.2.0 | jsonschema==4.3.1
librosa==0.8.1 | librosa==0.9.0
> momepy==0.5.2
nibabel==3.2.1 | nibabel==3.2.2
nilearn==0.8.1 | nilearn==0.9.0
nnabla==1.24.0 | nnabla==1.25.0
optax==0.1.0 | optax==0.1.1
overrides==3.1.0 <
pandarallel==1.5.4 | pandarallel==1.5.5
pbr==5.8.0 | pbr==5.8.1
pybind11==2.9.0 | pybind11==2.9.1
pyexcel-io==0.6.5 | pyexcel-io==0.6.6
pysal==2.5.0 | pysal==2.6.0
pytest==6.2.5 | pytest==7.0.0
pytest-cov==3.0.0 <
python-dateutil==2.8.0 | python-dateutil==2.8.2
python-louvain==0.15 | python-louvain==0.16
quilt3==3.6.0 | quilt3==4.0.0
ray==1.9.2 | ray==1.10.0
redis==4.1.1 | redis==4.1.3
rich==11.0.0 | rich==11.2.0
s3transfer==0.5.0 | s3transfer==0.5.1
spacy==3.1.4 | spacy==3.2.1
sqlitedict==1.7.0 <
subprocess32==3.5.4 <
tempora==5.0.0 | tempora==5.0.1
transformers==4.12.5 | transformers==4.15.0
typing-extensions==3.10.0.2 | typing_extensions==4.0.1
uvicorn==0.17.0.post1 | uvicorn==0.17.4
vaex==4.7.0 | vaex==4.8.0
vaex-core==4.7.0.post1 | vaex-core==4.8.0
vaex-hdf5==0.11.1 | vaex-hdf5==0.12.0
vaex-ml==0.16.0 | vaex-ml==0.17.0
vaex-server==0.8.0 | vaex-server==0.8.1
vowpalwabbit==8.11.0 | vowpalwabbit==9.0.1
wandb==0.12.9 | wandb==0.12.10
woodwork==0.11.1 | woodwork==0.11.2
wslink==1.3.3 | wslink==1.4.0
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}' ==
No diff
v110 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v110
== Comparing pip list --format=freeze ==
aioitertools==0.8.0 | aioitertools==0.9.0
alembic==1.7.5 | alembic==1.7.6
allennlp==2.8.0 | allennlp==2.9.0
boto3==1.20.42 | boto3==1.20.51
botocore==1.23.43 | botocore==1.23.51
cached-path==0.3.2 | cached-path==1.0.2
coverage==6.3 <
Cython==0.29.26 | Cython==0.29.27
dask==2022.1.0 | dask==2022.1.1
datasets==1.18.0 <
distributed==2022.1.0 | distributed==2022.1.1
dnspython==2.2.0 <
earthengine-api==0.1.295 | earthengine-api==0.1.297
en-core-web-lg==3.1.0 | en-core-web-lg==3.2.0
en-core-web-sm==3.1.0 | en-core-web-sm==3.2.0
fairscale==0.4.0 | fairscale==0.4.5
featuretools==1.4.0 | featuretools==1.4.1
filelock==3.3.2 | filelock==3.4.2
Fiona==1.8.20 | Fiona==1.8.21
Flask-Cors==3.0.10 <
Flask-JSON==0.3.4 <
flax==0.3.6 | flax==0.4.0
frozendict==2.2.0 | frozendict==2.3.0
h2o==3.34.0.7 | h2o==3.36.0.2
huggingface-hub==0.1.2 | huggingface-hub==0.2.1
humanize==3.13.1 | humanize==3.14.0
ipyvuetify==1.8.1 | ipyvuetify==1.8.2
jax==0.2.27 | jax==0.2.28
jaxlib==0.1.75+cuda11.cudnn805 | jaxlib==0.1.76+cuda11.cudnn805
jsonschema==3.2.0 | jsonschema==4.3.1
librosa==0.8.1 | librosa==0.9.0
> momepy==0.5.2
nibabel==3.2.1 | nibabel==3.2.2
nilearn==0.8.1 | nilearn==0.9.0
nnabla==1.24.0 | nnabla==1.25.0
nnabla-ext-cuda110==1.24.0 | nnabla-ext-cuda110==1.25.0
optax==0.1.0 | optax==0.1.1
overrides==3.1.0 <
pandarallel==1.5.4 | pandarallel==1.5.5
pbr==5.8.0 | pbr==5.8.1
pybind11==2.9.0 | pybind11==2.9.1
pyexcel-io==0.6.5 | pyexcel-io==0.6.6
pysal==2.5.0 | pysal==2.6.0
pytest==6.2.5 | pytest==7.0.0
pytest-cov==3.0.0 <
python-dateutil==2.8.0 | python-dateutil==2.8.2
python-louvain==0.15 | python-louvain==0.16
quilt3==3.6.0 | quilt3==4.0.0
ray==1.9.2 | ray==1.10.0
redis==4.1.1 | redis==4.1.3
rich==11.0.0 | rich==11.2.0
s3transfer==0.5.0 | s3transfer==0.5.1
spacy==3.1.4 | spacy==3.2.1
sqlitedict==1.7.0 <
subprocess32==3.5.4 <
tempora==5.0.0 | tempora==5.0.1
transformers==4.12.5 | transformers==4.15.0
typing-extensions==3.10.0.2 | typing_extensions==4.0.1
uvicorn==0.17.0.post1 | uvicorn==0.17.4
vaex==4.7.0 | vaex==4.8.0
vaex-core==4.7.0.post1 | vaex-core==4.8.0
vaex-hdf5==0.11.1 | vaex-hdf5==0.12.0
vaex-ml==0.16.0 | vaex-ml==0.17.0
vaex-server==0.8.0 | vaex-server==0.8.1
vowpalwabbit==8.11.0 | vowpalwabbit==9.0.1
wandb==0.12.9 | wandb==0.12.10
woodwork==0.11.1 | woodwork==0.11.2
wslink==1.3.3 | wslink==1.4.0
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}' ==
No diff
v109 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v109
== Comparing pip list --format=freeze ==
aiobotocore==2.0.1 | aiobotocore==2.1.0
altair==4.1.0 | altair==4.2.0
asgiref==3.4.1 | asgiref==3.5.0
> atpublic==2.3
autopage==0.4.0 | autopage==0.5.0
beatrix-jupyterlab==3.1.4 | beatrix-jupyterlab==3.1.6
black==21.11b1 | black==21.12b0
boto3==1.20.26 | boto3==1.20.42
botocore==1.23.26 | botocore==1.23.43
bqplot==0.12.31 | bqplot==0.12.32
catboost==1.0.3 | catboost==1.0.4
cftime==1.5.1.1 | cftime==1.5.2
charset-normalizer==2.0.8 | charset-normalizer==2.0.9
cheroot==8.5.2 | cheroot==8.6.0
convertdate==2.3.2 | convertdate==2.4.0
coverage==6.2 | coverage==6.3
cryptography==35.0.0 | cryptography==36.0.1
dask==2021.12.0 | dask==2022.1.0
datasets==1.17.0 | datasets==1.18.0
distlib==0.3.3 | distlib==0.3.4
distributed==2021.12.0 | distributed==2022.1.0
dlib==19.22.1 | dlib==19.23.0
dnspython==2.1.0 | dnspython==2.2.0
earthengine-api==0.1.292 | earthengine-api==0.1.295
ecos==2.0.8 | ecos==2.0.10
emoji==1.6.1 | emoji==1.6.3
fastapi==0.70.1 | fastapi==0.73.0
featuretools==1.3.0 | featuretools==1.4.0
fonttools==4.28.2 | fonttools==4.28.4
frozendict==2.1.3 | frozendict==2.2.0
fsspec==2021.11.1 | fsspec==2022.1.0
google-api-python-client==1.12.8 | google-api-python-client==1.12.10
google-cloud-spanner==3.11.1 | google-cloud-spanner==3.12.0
google-cloud-vision==2.6.2 | google-cloud-vision==2.6.3
grpcio==1.42.0 | grpcio==1.43.0
grpcio-status==1.42.0 | grpcio-status==1.43.0
h11==0.12.0 | h11==0.13.0
holidays==0.11.3.1 | holidays==0.12
ibis-framework==2.0.0 | ibis-framework==2.1.1
igraph==0.9.8 | igraph==0.9.9
imbalanced-learn==0.8.1 | imbalanced-learn==0.9.0
importlib-metadata==4.10.0 | importlib-metadata==4.10.1
ipykernel==6.5.1 | ipykernel==6.6.0
ipython==7.30.0 | ipython==7.30.1
jaraco.collections==3.4.0 | jaraco.collections==3.5.1
> jaraco.context==4.1.1
jaraco.text==3.6.0 | jaraco.text==3.7.0
jax==0.2.26 | jax==0.2.27
jupyter-server==1.12.1 | jupyter-server==1.13.1
jupyterlab==3.2.4 | jupyterlab==3.2.5
jupyterlab-server==2.8.2 | jupyterlab-server==2.9.0
jupytext==1.13.2 | jupytext==1.13.4
kubernetes==20.13.0 | kubernetes==21.7.0
libpysal==4.5.1 | libpysal==4.6.0
line-profiler==3.3.1 | line-profiler==3.4.0
lmdb==1.2.1 | lmdb==1.3.0
mdit-py-plugins==0.2.8 | mdit-py-plugins==0.3.0
numpy==1.19.5 | numpy==1.20.3
opencv-python-headless==4.5.4.60 | opencv-python-headless==4.5.5.62
orjson==3.6.4 | orjson==3.6.5
pandas==1.3.4 | pandas==1.3.5
path==16.2.0 | path==16.3.0
pooch==1.5.2 | pooch==1.6.0
progressbar2==3.55.0 | progressbar2==4.0.0
prompt-toolkit==3.0.22 | prompt-toolkit==3.0.24
pudb==2021.2.2 | pudb==2022.1
PyAstronomy==0.17.0 | PyAstronomy==0.17.1
pybind11==2.8.1 | pybind11==2.9.0
pycountry==20.7.3 | pycountry==22.1.10
pymongo==3.12.2 | pymongo==3.12.3
pynndescent==0.5.5 | pynndescent==0.5.6
python-igraph==0.9.8 | python-igraph==0.9.9
python-utils==2.6.3 | python-utils==3.1.0
pytorch-ignite==0.4.7 | pytorch-ignite==0.4.8
pytorch-lightning==1.5.7 | pytorch-lightning==1.5.9
qtconsole==5.2.1 | qtconsole==5.2.2
QtPy==1.11.2 | QtPy==1.11.3
quantities==0.12.5 | quantities==0.13.0
randomgen==1.16.6 | randomgen==1.21.2
ray==1.9.1 | ray==1.9.2
redis==4.1.0 | redis==4.1.1
rgf-python==3.11.0 | rgf-python==3.12.0
rich==10.16.1 | rich==11.0.0
s3fs==2021.11.1 | s3fs==2022.1.0
sacremoses==0.0.46 | sacremoses==0.0.47
scikit-image==0.18.3 | scikit-image==0.19.1
sentry-sdk==1.5.1 | sentry-sdk==1.5.4
setuptools==59.4.0 | setuptools==59.5.0
spaghetti==1.6.4 | spaghetti==1.6.5
SQLAlchemy==1.4.27 | SQLAlchemy==1.4.28
starlette==0.16.0 | starlette==0.17.1
statsmodels==0.12.2 | statsmodels==0.13.1
tables==3.6.1 | tables==3.7.0
tempora==4.1.2 | tempora==5.0.0
tensorflow-serving-api==2.6.1 | tensorflow-serving-api==2.7.0
tensorflow-transform==1.4.0 | tensorflow-transform==1.5.0
tfx-bsl==1.4.0 | tfx-bsl==1.5.0
typed-ast==1.5.0 | typed-ast==1.5.1
ujson==4.2.0 | ujson==5.0.0
uvicorn==0.16.0 | uvicorn==0.17.0.post1
websocket-client==1.2.1 | websocket-client==1.2.3
woodwork==0.11.0 | woodwork==0.11.1
Wordbatch==1.4.8 | Wordbatch==1.4.9
wslink==1.3.0 | wslink==1.3.3
xgboost==1.5.1 | xgboost==1.5.2
xyzservices==2021.11.0 | xyzservices==2022.1.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
gcsfuse==0.37.0 | gcsfuse==0.39.1
google-cloud-sdk==365.0.1-0 | google-cloud-sdk==367.0.0-0
libpython3.8:amd64==3.8.10-0ubuntu1~20.04.1 | libpython3.8:amd64==3.8.10-0ubuntu1~20.04.2
libpython3.8-minimal:amd64==3.8.10-0ubuntu1~20.04.1 | libpython3.8-minimal:amd64==3.8.10-0ubuntu1~20.04.2
libpython3.8-stdlib:amd64==3.8.10-0ubuntu1~20.04.1 | libpython3.8-stdlib:amd64==3.8.10-0ubuntu1~20.04.2
libssl1.1:amd64==1.1.1f-1ubuntu2.9 | libssl1.1:amd64==1.1.1f-1ubuntu2.10
openssh-client==1:8.2p1-4ubuntu0.3 | openssh-client==1:8.2p1-4ubuntu0.4
openssl==1.1.1f-1ubuntu2.9 | openssl==1.1.1f-1ubuntu2.10
python3.8==3.8.10-0ubuntu1~20.04.1 | python3.8==3.8.10-0ubuntu1~20.04.2
python3.8-minimal==3.8.10-0ubuntu1~20.04.1 | python3.8-minimal==3.8.10-0ubuntu1~20.04.2