Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v141 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v141
== Comparing pip list --format=freeze ==
astroid==3.0.1 | astroid==3.0.2
Babel==2.13.1 | Babel==2.14.0
etils==1.5.2 | etils==1.6.0
fsspec==2023.12.1 | fsspec==2023.12.2
google-auth==2.25.1 | google-auth==2.25.2
google-auth-httplib2==0.1.1 | google-auth-httplib2==0.2.0
googleapis-common-protos==1.61.0 | googleapis-common-protos==1.62.0
grpcio==1.59.3 | grpcio==1.60.0
isort==5.12.0 | isort==5.13.1
jupyter_server_terminals==0.4.4 | jupyter_server_terminals==0.5.0
pandas==2.1.3 | pandas==2.1.4
prompt-toolkit==3.0.41 | prompt-toolkit==3.0.42
pylint==3.0.2 | pylint==3.0.3
referencing==0.31.1 | referencing==0.32.0
transformers==4.35.2 | transformers==4.36.0
typing_extensions==4.8.0 | typing_extensions==4.9.0
ujson==5.8.0 | ujson==5.9.0
== 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
== Comparing printenv | sort ==
BUILD_DATE=20231207-065956 | BUILD_DATE=20231212-234236
GIT_COMMIT=2ac180a3adc5cb6b3fc3083e0e268034f1d42669 | GIT_COMMIT=ff731ce005bb1e7027818ff081e409b4af936efb
HOSTNAME=c41f48e3fe8a | HOSTNAME=eb5ac72056bf
v140 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v140
== Comparing pip list --format=freeze ==
accelerate==0.24.1 | accelerate==0.25.0
anyio==4.0.0 | anyio==4.1.0
certifi==2023.7.22 | certifi==2023.11.17
chex==0.1.84 | chex==0.1.85
diffusers==0.23.0 | diffusers==0.24.0
distrax==0.1.4 | distrax==0.1.5
exceptiongroup==1.1.3 | exceptiongroup==1.2.0
fastjsonschema==2.18.1 | fastjsonschema==2.19.0
fonttools==4.44.0 | fonttools==4.46.0
fsspec==2023.10.0 | fsspec==2023.12.1
google-auth==2.23.4 | google-auth==2.25.1
grpcio==1.59.2 | grpcio==1.59.3
huggingface-hub==0.17.3 | huggingface-hub==0.19.4
idna==3.4 | idna==3.6
importlib-metadata==6.8.0 | importlib-metadata==7.0.0
ipykernel==6.26.0 | ipykernel==6.27.1
ipython==8.17.2 | ipython==8.18.1
jsonschema==4.19.2 | jsonschema==4.20.0
jsonschema-specifications==2023.7.1 | jsonschema-specifications==2023.11.2
jupyter_server==2.10.0 | jupyter_server==2.12.1
jupyterlab-pygments==0.2.2 | jupyterlab_pygments==0.3.0
jupyterlab_server==2.25.1 | jupyterlab_server==2.25.2
matplotlib==3.8.1 | matplotlib==3.8.2
nbconvert==7.11.0 | nbconvert==7.12.0
numpy==1.26.1 | numpy==1.26.2
nvidia-nvjitlink-cu12==12.3.52 | nvidia-nvjitlink-cu12==12.3.101
orbax-checkpoint==0.4.2 | orbax-checkpoint==0.4.4
pexpect==4.8.0 | pexpect==4.9.0
platformdirs==4.0.0 | platformdirs==4.1.0
prometheus-client==0.18.0 | prometheus-client==0.19.0
prompt-toolkit==3.0.40 | prompt-toolkit==3.0.41
pyasn1==0.5.0 | pyasn1==0.5.1
Pygments==2.16.1 | Pygments==2.17.2
referencing==0.30.2 | referencing==0.31.1
rich==13.6.0 | rich==13.7.0
rpds-py==0.12.0 | rpds-py==0.13.2
safetensors==0.4.0 | safetensors==0.4.1
scipy==1.11.3 | scipy==1.11.4
tensorflow-addons==0.22.0 | tensorflow-addons==0.23.0
tensorflow-probability==0.22.1 | tensorflow-probability==0.23.0
termcolor==2.3.0 | termcolor==2.4.0
tokenizers==0.14.1 | tokenizers==0.15.0
tomlkit==0.12.2 | tomlkit==0.12.3
tornado==6.3.3 | tornado==6.4
traitlets==5.13.0 | traitlets==5.14.0
transformers==4.35.0 | transformers==4.35.2
urllib3==2.0.7 | urllib3==2.1.0
wcwidth==0.2.9 | wcwidth==0.2.12
websocket-client==1.6.4 | websocket-client==1.7.0
wheel==0.41.3 | wheel==0.42.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libpq-dev==15.3-0+deb12u1 | libpq-dev==15.5-0+deb12u1
libpq5:amd64==15.3-0+deb12u1 | libpq5:amd64==15.5-0+deb12u1
== Comparing printenv | sort ==
BUILD_DATE=20231111-015858 | BUILD_DATE=20231207-065956
GIT_COMMIT=395d3339e8694eaffbc87413e4e019fc596e3888 | GIT_COMMIT=2ac180a3adc5cb6b3fc3083e0e268034f1d42669
HOSTNAME=49d134cc4255 | HOSTNAME=10e6856bce89
PYTHON_GET_PIP_SHA256=22b849a10f86f5ddf7ce148ca2a31214504ee6c | PYTHON_GET_PIP_SHA256=9cc01665956d22b3bf057ae8287b035827bfd89
PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/c6add4 | PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/4cfa40
v140 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v140
== Comparing pip list --format=freeze ==
accelerate==0.24.1 | accelerate==0.25.0
aiobotocore==2.7.0 | aiobotocore==2.8.0
alembic==1.12.1 | alembic==1.13.0
altair==5.1.2 | altair==5.2.0
astropy==5.3.4 | astropy==6.0.0
> astropy-iers-data==0.2023.12.4.0.30.20
blosc2==2.3.1 | blosc2==2.3.2
bokeh==3.3.1 | bokeh==3.3.2
botocore==1.31.64 | botocore==1.33.1
certifi==2023.7.22 | certifi==2023.11.17
chex==0.1.84 | chex==0.1.85
colorlog==6.7.0 | colorlog==6.8.0
conda==23.10.0 | conda==23.11.0
conda-libmamba-solver==23.11.0 | conda-content-trust==0+unknown
> conda-libmamba-solver==23.11.1
confection==0.1.3 | confection==0.1.4
cryptography==41.0.3 | cryptography==40.0.2
daal==2023.2.1 | daal==2024.0.1
daal4py==2023.2.1 | daal4py==2024.0.1
dask==2023.11.0 | dask==2023.12.0
dataclasses-json==0.6.2 | dataclasses-json==0.6.3
distributed==2023.11.0 | distributed==2023.12.0
> distro==1.8.0
earthengine-api==0.1.378 | earthengine-api==0.1.382
emoji==2.8.0 | emoji==2.9.0
en-core-web-lg==3.7.0 | en-core-web-lg==3.7.1
en-core-web-sm==3.7.0 | en-core-web-sm==3.7.1
> Farama-Notifications==0.0.4
folium==0.15.0 | folium==0.15.1
frozendict==2.3.8 | frozendict==2.3.10
fsspec==2023.10.0 | fsspec==2023.12.1
geopandas==0.14.0 | geopandas==0.14.1
geopy==2.4.0 | geopy==2.4.1
> google-ai-generativelanguage==0.3.3
google-api-python-client==2.107.0 | google-api-python-client==2.109.0
> google-generativeai==0.2.2
gpxpy==1.6.1 | gpxpy==1.6.2
Gymnasium==0.26.3 | gymnasium==0.29.0
huggingface-hub==0.17.3 | huggingface-hub==0.19.4
humanize==4.8.0 | humanize==4.9.0
igraph==0.11.2 | igraph==0.11.3
ipyleaflet==0.17.4 | ipyleaflet==0.18.0
jax==0.4.20 | jax==0.4.21
jaxlib==0.4.20 | jaxlib==0.4.21
jupyter-events==0.7.0 | jupyter-events==0.9.0
jupyter_server==2.10.0 | jupyter_server==2.12.1
jupyterlab-lsp==5.0.0 | jupyterlab-lsp==5.0.1
kaggle-environments==1.12.0 | kaggle-environments==1.14.3
> kagglehub==0.1.3
libmambapy==1.5.3 | libmambapy==1.5.4
lightning-utilities==0.9.0 | lightning-utilities==0.10.0
mamba==1.5.3 | mamba==1.5.4
matplotlib==3.7.3 | matplotlib==3.7.4
> menuinst==2.0.0
mgwr==2.1.2 | mgwr==2.2.0
mne==1.5.1 | mne==1.6.0
momepy==0.6.0 | momepy==0.7.0
olefile==0.46 | olefile==0.47
orbax-checkpoint==0.4.2 | orbax-checkpoint==0.4.6
panel==1.3.1 | panel==1.3.4
path==16.7.1 | path==16.9.0
> pettingzoo==1.24.0
platformdirs==4.0.0 | platformdirs==4.1.0
polars==0.19.13 | polars==0.19.19
pynndescent==0.5.10 | pynndescent==0.5.11
pypdf==3.17.0 | pypdf==3.17.1
pytorch-lightning==2.1.1 | pytorch-lightning==2.1.2
qtconsole==5.5.0 | qtconsole==5.5.1
s3fs==2023.10.0 | s3fs==2023.12.1
safetensors==0.4.0 | safetensors==0.4.1
scikit-learn-intelex==2023.2.1 | scikit-learn-intelex==2024.0.1
scipy==1.11.3 | scipy==1.11.4
sentry-sdk==1.34.0 | sentry-sdk==1.38.0
> Shimmy==1.3.0
> stable-baselines3==2.1.0
tables==3.9.1 | tables==3.9.2
tbb==2021.10.0 | tbb==2021.11.0
tensorflow-addons==0.22.0 | tensorflow-addons==0.23.0
tensorflowjs==4.13.0 | tensorflowjs==4.14.0
tensorstore==0.1.48 | tensorstore==0.1.51
timm==0.9.10 | timm==0.9.12
tokenizers==0.14.1 | tokenizers==0.15.0
tomlkit==0.12.2 | tomlkit==0.12.3
torchmetrics==1.2.0 | torchmetrics==1.2.1
transformers==4.35.0 | transformers==4.35.2
umap-learn==0.5.4 | umap-learn==0.5.5
urwid==2.2.3 | urwid==2.3.4
> vec-noise==1.1.4
vtk==9.2.6 | vtk==9.3.0
wandb==0.16.0 | wandb==0.16.1
xarray==2023.10.1 | xarray==2023.11.0
xgboost==2.0.1 | xgboost==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}' ==
openjdk-11-jre:amd64==11.0.20.1+1-0ubuntu1~20.04 | openjdk-11-jre:amd64==11.0.21+9-0ubuntu1~20.04
openjdk-11-jre-headless:amd64==11.0.20.1+1-0ubuntu1~20.04 | openjdk-11-jre-headless:amd64==11.0.21+9-0ubuntu1~20.04
== Comparing printenv | sort ==
BUILD_DATE=20231111-015858 | BUILD_DATE=20231207-065956
GIT_COMMIT=395d3339e8694eaffbc87413e4e019fc596e3888 | GIT_COMMIT=2ac180a3adc5cb6b3fc3083e0e268034f1d42669
HOSTNAME=22f0b6a30808 | HOSTNAME=b6539be90c97
v140 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v140
== Comparing pip list --format=freeze ==
accelerate==0.24.1 | accelerate==0.25.0
aiobotocore==2.7.0 | aiobotocore==2.8.0
alembic==1.12.1 | alembic==1.13.0
altair==5.1.2 | altair==5.2.0
astropy==5.3.4 | astropy==6.0.0
> astropy-iers-data==0.2023.12.4.0.30.20
blosc2==2.3.1 | blosc2==2.3.2
bokeh==3.3.1 | bokeh==3.3.2
botocore==1.31.64 | botocore==1.33.1
certifi==2023.7.22 | certifi==2023.11.17
chex==0.1.84 | chex==0.1.85
colorlog==6.7.0 | colorlog==6.8.0
> conda-content-trust==0+unknown
confection==0.1.3 | confection==0.1.4
cryptography==41.0.3 | cryptography==40.0.2
daal==2023.2.1 | daal==2024.0.1
daal4py==2023.2.1 | daal4py==2024.0.1
dask==2023.11.0 | dask==2023.12.0
dataclasses-json==0.6.2 | dataclasses-json==0.6.3
distributed==2023.11.0 | distributed==2023.12.0
> distro==1.8.0
earthengine-api==0.1.378 | earthengine-api==0.1.382
emoji==2.8.0 | emoji==2.9.0
en-core-web-lg==3.7.0 | en-core-web-lg==3.7.1
en-core-web-sm==3.7.0 | en-core-web-sm==3.7.1
> Farama-Notifications==0.0.4
folium==0.15.0 | folium==0.15.1
frozendict==2.3.8 | frozendict==2.3.10
fsspec==2023.10.0 | fsspec==2023.12.1
geopandas==0.14.0 | geopandas==0.14.1
geopy==2.4.0 | geopy==2.4.1
> google-ai-generativelanguage==0.3.3
google-api-python-client==2.107.0 | google-api-python-client==2.109.0
> google-generativeai==0.2.2
gpxpy==1.6.1 | gpxpy==1.6.2
Gymnasium==0.26.3 | gymnasium==0.29.0
huggingface-hub==0.17.3 | huggingface-hub==0.19.4
humanize==4.8.0 | humanize==4.9.0
igraph==0.11.2 | igraph==0.11.3
ipyleaflet==0.17.4 | ipyleaflet==0.18.0
jax==0.4.20 | jax==0.4.21
jaxlib==0.4.20+cuda11.cudnn86 | jaxlib==0.4.21+cuda11.cudnn86
jupyter-events==0.7.0 | jupyter-events==0.9.0
jupyter_server==2.10.0 | jupyter_server==2.12.1
jupyterlab-lsp==5.0.0 | jupyterlab-lsp==5.0.1
kaggle-environments==1.12.0 | kaggle-environments==1.14.3
> kagglehub==0.1.3
lightning-utilities==0.9.0 | lightning-utilities==0.10.0
matplotlib==3.7.3 | matplotlib==3.7.4
> menuinst==2.0.0
mgwr==2.1.2 | mgwr==2.2.0
mne==1.5.1 | mne==1.6.0
momepy==0.6.0 | momepy==0.7.0
olefile==0.46 | olefile==0.47
orbax-checkpoint==0.4.2 | orbax-checkpoint==0.4.6
panel==1.3.1 | panel==1.3.4
path==16.7.1 | path==16.9.0
> pettingzoo==1.24.0
platformdirs==4.0.0 | platformdirs==4.1.0
polars==0.19.13 | polars==0.19.19
pydantic_core==2.10.1 | pydantic_core==2.14.5
pynndescent==0.5.10 | pynndescent==0.5.11
pypdf==3.17.0 | pypdf==3.17.1
pytorch-lightning==2.1.1 | pytorch-lightning==2.1.2
qtconsole==5.5.0 | qtconsole==5.5.1
s3fs==2023.10.0 | s3fs==2023.12.1
safetensors==0.4.0 | safetensors==0.4.1
scikit-learn-intelex==2023.2.1 | scikit-learn-intelex==2024.0.1
scipy==1.11.3 | SciPy==1.11.4
sentry-sdk==1.34.0 | sentry-sdk==1.38.0
> Shimmy==1.3.0
> stable-baselines3==2.1.0
tables==3.9.1 | tables==3.9.2
tbb==2021.10.0 | tbb==2021.11.0
tensorflow-addons==0.22.0 | tensorflow-addons==0.23.0
tensorflowjs==4.13.0 | tensorflowjs==4.14.0
tensorstore==0.1.48 | tensorstore==0.1.51
timm==0.9.10 | timm==0.9.12
tokenizers==0.14.1 | tokenizers==0.15.0
tomlkit==0.12.2 | tomlkit==0.12.3
torchdata==0.6.0 | torchdata==0.7.1
torchmetrics==1.2.0 | torchmetrics==1.2.1
transformers==4.35.0 | transformers==4.35.2
umap-learn==0.5.4 | umap-learn==0.5.5
urwid==2.2.3 | urwid==2.3.4
> vec-noise==1.1.4
vtk==9.2.6 | vtk==9.3.0
wandb==0.16.0 | wandb==0.16.1
xarray==2023.10.1 | xarray==2023.11.0
xgboost==2.0.1 | xgboost==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}' ==
openjdk-11-jre:amd64==11.0.20.1+1-0ubuntu1~22.04 | openjdk-11-jre:amd64==11.0.21+9-0ubuntu1~22.04
openjdk-11-jre-headless:amd64==11.0.20.1+1-0ubuntu1~22.04 | openjdk-11-jre-headless:amd64==11.0.21+9-0ubuntu1~22.04
== Comparing printenv | sort ==
BUILD_DATE=20231111-015905 | BUILD_DATE=20231207-070006
GIT_COMMIT=395d3339e8694eaffbc87413e4e019fc596e3888 | GIT_COMMIT=2ac180a3adc5cb6b3fc3083e0e268034f1d42669
HOSTNAME=e1c45c43a38b | HOSTNAME=dd5a15dc5c3a
v139 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v139
== Comparing pip list --format=freeze ==
archspec==0.2.1 | archspec==0.2.2
astroid==2.15.8 | astroid==3.0.1
atpublic==4.0 <
blosc2==2.2.9 | blosc2==2.3.1
bokeh==3.3.0 | bokeh==3.3.1
branca==0.6.0 | branca==0.7.0
conda-content-trust==0+unknown | conda-libmamba-solver==23.7.0
cryptography==40.0.2 | cryptography==41.0.3
dask==2023.10.1 | dask==2023.11.0
dataclasses-json==0.6.1 | dataclasses-json==0.6.2
distributed==2023.10.1 | distributed==2023.11.0
earthengine-api==0.1.377 | earthengine-api==0.1.378
folium==0.14.0 | folium==0.15.0
google-api-python-client==2.106.0 | google-api-python-client==2.107.0
h2o==3.44.0.1 | h2o==3.44.0.2
holoviews==1.18.0 | holoviews==1.18.1
ibis-framework==7.0.0 <
jupyter_server==2.9.1 | jupyter_server==2.10.0
keras-nlp==0.6.2 | keras-nlp==0.6.3
lazy-object-proxy==1.9.0 <
Mako==1.2.4 | Mako==1.3.0
param==2.0.0 | param==2.0.1
parsy==2.1 <
pathtools==0.1.2 <
pins==0.8.3 <
platformdirs==3.11.0 | platformdirs==4.0.0
polars==0.19.12 | polars==0.19.13
pycuda==2022.2.2 | pycuda==2023.1
pylint==2.17.7 | pylint==3.0.2
python-lsp-server==1.8.2 | python-lsp-server==1.9.0
pytorch-lightning==2.1.0 | pytorch-lightning==2.1.1
SimpleITK==2.3.0 | SimpleITK==2.3.1
spreg==1.4.1 | spreg==1.4.2
sqlglot==18.17.0 <
tensorflowjs==4.12.0 | tensorflowjs==4.13.0
tensorstore==0.1.47 | tensorstore==0.1.48
wandb==0.15.12 | wandb==0.16.0
weasel==0.3.3 | weasel==0.3.4
== 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
== Comparing printenv | sort ==
BUILD_DATE=20231106-122835 | BUILD_DATE=20231111-015905
GIT_COMMIT=1c37aa88e88a9cbf6d0b2db4e1bc9f8e616375f8 | GIT_COMMIT=395d3339e8694eaffbc87413e4e019fc596e3888
HOSTNAME=ba25a60beccc | HOSTNAME=0ed0a31d3b01
v139 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v139
== Comparing pip list --format=freeze ==
archspec==0.2.1 | archspec==0.2.2
astroid==2.15.8 | astroid==3.0.1
atpublic==4.0 <
blosc2==2.2.9 | blosc2==2.3.1
bokeh==3.3.0 | bokeh==3.3.1
branca==0.6.0 | branca==0.7.0
conda==23.9.0 | conda==23.10.0
conda-content-trust==0+unknown | conda-libmamba-solver==23.11.0
cryptography==40.0.2 | cryptography==41.0.3
dask==2023.10.1 | dask==2023.11.0
dataclasses-json==0.6.1 | dataclasses-json==0.6.2
distributed==2023.10.1 | distributed==2023.11.0
earthengine-api==0.1.377 | earthengine-api==0.1.378
folium==0.14.0 | folium==0.15.0
google-api-python-client==2.106.0 | google-api-python-client==2.107.0
h2o==3.44.0.1 | h2o==3.44.0.2
holoviews==1.18.0 | holoviews==1.18.1
ibis-framework==7.0.0 <
jupyter_server==2.9.1 | jupyter_server==2.10.0
keras-nlp==0.6.2 | keras-nlp==0.6.3
lazy-object-proxy==1.9.0 <
Mako==1.2.4 | Mako==1.3.0
param==2.0.0 | param==2.0.1
parsy==2.1 <
pathtools==0.1.2 <
pins==0.8.3 <
platformdirs==3.11.0 | platformdirs==4.0.0
polars==0.19.12 | polars==0.19.13
pyarrow==9.0.0 | pyarrow==14.0.1
pylint==2.17.7 | pylint==3.0.2
python-lsp-server==1.8.2 | python-lsp-server==1.9.0
pytorch-lightning==2.1.0 | pytorch-lightning==2.1.1
SimpleITK==2.3.0 | SimpleITK==2.3.1
spreg==1.4.1 | spreg==1.4.2
sqlglot==18.17.0 <
tensorflowjs==4.12.0 | tensorflowjs==4.13.0
tensorstore==0.1.47 | tensorstore==0.1.48
wandb==0.15.12 | wandb==0.16.0
weasel==0.3.3 | weasel==0.3.4
== 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
== Comparing printenv | sort ==
BUILD_DATE=20231106-122808 | BUILD_DATE=20231111-015858
GIT_COMMIT=1c37aa88e88a9cbf6d0b2db4e1bc9f8e616375f8 | GIT_COMMIT=395d3339e8694eaffbc87413e4e019fc596e3888
HOSTNAME=c2df839902ea | HOSTNAME=3f276abec0db
v139 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v139
== Comparing pip list --format=freeze ==
astroid==2.15.8 | astroid==3.0.1
comm==0.1.4 | comm==0.2.0
diffusers==0.21.4 | diffusers==0.23.0
dm-haiku==0.0.11.dev0 | dm-haiku==0.0.12.dev0
importlib-resources==6.1.0 | importlib-resources==6.1.1
jupyter-events==0.8.0 | jupyter-events==0.9.0
jupyter_server==2.9.1 | jupyter_server==2.10.0
jupyterlab_server==2.25.0 | jupyterlab_server==2.25.1
lazy-object-proxy==1.9.0 <
nbclient==0.8.0 | nbclient==0.9.0
nbconvert==7.10.0 | nbconvert==7.11.0
pandas==2.1.2 | pandas==2.1.3
platformdirs==3.11.0 | platformdirs==4.0.0
prompt-toolkit==3.0.39 | prompt-toolkit==3.0.40
pylint==2.17.7 | pylint==3.0.2
python-lsp-server==1.8.2 | python-lsp-server==1.9.0
terminado==0.17.1 | terminado==0.18.0
== 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
== Comparing printenv | sort ==
BUILD_DATE=20231106-122808 | BUILD_DATE=20231111-015858
GIT_COMMIT=1c37aa88e88a9cbf6d0b2db4e1bc9f8e616375f8 | GIT_COMMIT=395d3339e8694eaffbc87413e4e019fc596e3888
HOSTNAME=45326837be41 | HOSTNAME=cc1274d15e3c
v138 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v138
== Comparing pip list --format=freeze ==
accelerate==0.22.0 | accelerate==0.24.1
aiobotocore==2.5.4 | aiobotocore==2.7.0
aiofiles==22.1.0 | aiohttp==3.8.5
aiohttp==3.8.4 <
aiosqlite==0.19.0 <
alembic==1.12.0 | alembic==1.12.1
altair==5.1.1 | altair==5.1.2
anyio==3.7.0 | anyio==3.7.1
> archspec==0.2.1
array-record==0.4.0 | array-record==0.4.1
astroid==2.15.6 | astroid==2.15.8
astropy==5.3.2 | astropy==5.3.4
async-timeout==4.0.2 | async-lru==2.0.4
> async-timeout==4.0.3
audioread==3.0.0 | audioread==3.0.1
backports.functools-lru-cache==1.6.4 | backports.functools-lru-cache==1.6.5
beatrix-jupyterlab==2023.621.222118 | beatrix-jupyterlab==2023.814.150030
blinker==1.6.2 | blinker==1.7.0
blis==0.7.10 | blis==0.7.11
blosc2==2.0.0 | blosc2==2.2.9
bokeh==3.2.2 | bokeh==3.3.0
botocore==1.31.17 | botocore==1.31.64
bqplot==0.12.40 | bqplot==0.12.42
> cached-property==1.5.2
catalogue==2.0.9 | catalogue==2.0.10
catboost==1.2.1 | catboost==1.2.2
category-encoders==2.6.2 | category-encoders==2.6.3
cftime==1.6.2 | cftime==1.6.3
charset-normalizer==3.1.0 | charset-normalizer==3.2.0
chex==0.1.82 | chex==0.1.84
> cloudpathlib==0.16.0
cmaes==0.10.0 | cmdstanpy==1.2.0
cmdstanpy==1.1.0 | cmudict==1.0.15
cmudict==1.0.13 <
comm==0.1.3 | comm==0.1.4
conda==23.7.3 | conda==23.9.0
conda-package-handling==2.0.2 | conda-package-handling==2.2.0
conda_package_streaming==0.8.0 | conda_package_streaming==0.9.0
confection==0.1.1 | confection==0.1.3
contextily==1.3.0 | contextily==1.4.0
cryptography==38.0.4 | cryptography==40.0.2
cymem==2.0.7 | cymem==2.0.8
cysignals==1.11.2 | cysignals==1.11.4
Cython==0.29.35 | Cython==3.0.0
dask==2023.9.0 | dask==2023.10.1
dataclasses-json==0.6.0 | dataclasses-json==0.6.1
datashader==0.15.2 | datashader==0.16.0
datashape==0.5.2 <
debugpy==1.6.7 | debugpy==1.6.7.post1
distlib==0.3.6 | distlib==0.3.7
distributed==2023.9.0 | distributed==2023.10.1
docstring-to-markdown==0.12 | docstring-to-markdown==0.13
earthengine-api==0.1.367 | earthengine-api==0.1.377
easydict==1.10 | easydict==1.11
en-core-web-lg==3.6.0 | en-core-web-lg==3.7.0
en-core-web-sm==3.6.0 | en-core-web-sm==3.7.0
ephem==4.1.4 | ephem==4.1.5
esda==2.5.0 | esda==2.5.1
essentia==2.1b6.dev1034 | essentia==2.1b6.dev1110
etils==1.3.0 | etils==1.4.1
exceptiongroup==1.1.1 | exceptiongroup==1.1.3
fastai==2.7.12 | fastai==2.7.13
fastapi==0.98.0 | fastapi==0.101.1
fastavro==1.7.4 | fastavro==1.8.2
fastjsonschema==2.17.1 | fastjsonschema==2.18.0
featuretools==1.27.0 | featuretools==1.28.0
Fiona==1.9.4.post1 | fiona==1.9.5
flake8==6.0.0 | flake8==6.1.0
Flask==2.3.3 | Flask==3.0.0
flax==0.7.2 | flax==0.7.5
fonttools==4.40.0 | fonttools==4.42.1
frozenlist==1.3.3 | frozenlist==1.4.0
fsspec==2023.9.0 | fsspec==2023.10.0
geojson==3.0.1 | geojson==3.1.0
geopandas==0.13.2 | geopandas==0.14.0
geoviews==1.10.1 | geoviews==1.11.0
GitPython==3.1.31 | GitPython==3.1.32
google-api-python-client==2.97.0 | google-api-python-client==2.106.0
google-auth==2.20.0 | google-auth==2.22.0
google-cloud-artifact-registry==1.8.1 | google-cloud-artifact-registry==1.8.3
google-cloud-core==2.3.2 | google-cloud-core==2.3.3
google-cloud-dlp==3.12.1 | google-cloud-dlp==3.12.2
google-cloud-language==2.11.0 | google-cloud-language==2.11.1
google-cloud-monitoring==2.15.0 | google-cloud-monitoring==2.15.1
google-cloud-pubsub==2.17.1 | google-cloud-pubsub==2.18.3
google-cloud-pubsublite==1.8.2 | google-cloud-pubsublite==1.8.3
google-cloud-resource-manager==1.10.1 | google-cloud-resource-manager==1.10.3
google-cloud-spanner==3.36.0 | google-cloud-spanner==3.40.1
google-cloud-translate==3.12.0 | google-cloud-translate==3.12.1
google-cloud-videointelligence==2.11.3 | google-cloud-videointelligence==2.11.4
googleapis-common-protos==1.59.1 | googleapis-common-protos==1.60.0
gpxpy==1.5.0 | gpxpy==1.6.1
grpcio==1.51.3 | grpcio==1.57.0
grpcio-status==1.46.3 | grpcio-status==1.48.1
h2o==3.42.0.3 | h2o==3.44.0.1
hdfs==2.7.0 | hdfs==2.7.2
holoviews==1.17.1 | holoviews==1.18.0
httptools==0.6.0 | httptools==0.6.1
huggingface-hub==0.16.4 | huggingface-hub==0.17.3
ibis-framework==6.2.0 | ibis-framework==7.0.0
igraph==0.10.6 | igraph==0.11.2
imagecodecs==2023.9.4 | imagecodecs==2023.9.18
importlib-metadata==6.7.0 | importlib-metadata==6.8.0
importlib-resources==5.12.0 | importlib-resources==5.13.0
inequality==1.0.0 | inequality==1.0.1
ipykernel==6.23.3 | ipykernel==6.25.1
ipyleaflet==0.17.3 | ipyleaflet==0.17.4
ipyvue==1.10.0 | ipyvue==1.10.1
jaraco.classes==3.2.3 | jaraco.classes==3.3.0
jax==0.4.13 | jax==0.4.20
jaxlib==0.4.13 | jaxlib==0.4.20
jedi==0.18.2 | jedi==0.19.0
jsonschema==4.17.3 | jsonschema==4.19.0
> jsonschema-specifications==2023.7.1
jupyter-events==0.6.3 | jupyter-events==0.7.0
jupyter_server==2.6.0 | jupyter_server==2.9.1
jupyter_server_fileid==0.9.0 <
jupyter_server_ydoc==0.8.0 | jupyterlab==4.0.5
jupyter-ydoc==0.2.5 | jupyterlab_git==0.42.0
jupyterlab==3.6.5 | jupyterlab-lsp==5.0.0
jupyterlab-git==0.41.0 <
jupyterlab-lsp==4.2.0 <
jupyterlab_server==2.23.0 | jupyterlab_server==2.24.0
jupyterlab-widgets==3.0.7 | jupyterlab-widgets==3.0.8
jupytext==1.14.6 | jupytext==1.15.0
keras==2.12.0 | keras==2.13.1
keras-core==0.1.5 | keras-core==0.1.7
keras-cv==0.6.1 | keras-cv==0.6.4
keras-nlp==0.6.1 | keras-nlp==0.6.2
kfp-server-api==2.0.0 | kfp-server-api==2.0.1
lazy_loader==0.2 | lazy_loader==0.3
Levenshtein==0.21.1 | Levenshtein==0.23.0
libclang==16.0.0 | libclang==16.0.6
libmambapy==1.5.1 | libmambapy==1.5.3
libpysal==4.7.0 | libpysal==4.9.2
line-profiler==4.1.1 | line-profiler==4.1.2
mamba==1.5.1 | mamba==1.5.3
marisa-trie==1.0.0 | marisa-trie==1.1.0
Markdown==3.4.3 | Markdown==3.4.4
markdown-it-py==2.2.0 | markdown-it-py==3.0.0
matplotlib==3.7.2 | matplotlib==3.7.3
ml-dtypes==0.2.0 | ml-dtypes==0.3.1
mlxtend==0.22.0 | mlxtend==0.23.0
mne==1.5.0 | mne==1.5.1
more-itertools==9.1.0 | more-itertools==10.1.0
murmurhash==1.0.9 | murmurhash==1.0.10
nbformat==5.9.0 | nbformat==5.9.2
> ndindex==1.7
netCDF4==1.6.4 | netCDF4==1.6.5
nilearn==0.10.1 | nilearn==0.10.2
ninja==1.11.1 | ninja==1.11.1.1
notebook==6.5.4 | notebook==6.5.5
numexpr==2.8.5 | numexpr==2.8.7
numpy==1.23.5 | numpy==1.24.3
onnx==1.14.1 | onnx==1.15.0
opencv-contrib-python==4.8.0.76 | opencv-contrib-python==4.8.1.78
opencv-python==4.8.0.76 | opencv-python==4.8.1.78
opencv-python-headless==4.8.0.76 | opencv-python-headless==4.8.1.78
openslide-python==1.3.0 | openslide-python==1.3.1
opentelemetry-api==1.18.0 | opentelemetry-api==1.19.0
opentelemetry-exporter-otlp==1.18.0 | opentelemetry-exporter-otlp==1.19.0
opentelemetry-exporter-otlp-proto-common==1.18.0 | opentelemetry-exporter-otlp-proto-common==1.19.0
opentelemetry-exporter-otlp-proto-grpc==1.18.0 | opentelemetry-exporter-otlp-proto-grpc==1.19.0
opentelemetry-exporter-otlp-proto-http==1.18.0 | opentelemetry-exporter-otlp-proto-http==1.19.0
opentelemetry-proto==1.18.0 | opentelemetry-proto==1.19.0
opentelemetry-sdk==1.18.0 | opentelemetry-sdk==1.19.0
opentelemetry-semantic-conventions==0.39b0 | opentelemetry-semantic-conventions==0.40b0
optuna==3.3.0 | optuna==3.4.0
orbax-checkpoint==0.3.5 | orbax-checkpoint==0.4.2
orjson==3.9.1 | orjson==3.9.5
panel==1.2.2 | panel==1.3.1
param==1.13.0 | param==2.0.0
partd==1.4.0 | partd==1.4.1
pathy==0.10.2 <
Pillow==9.5.0 | Pillow==10.1.0
pip==23.1.2 | pins==0.8.3
> pip==23.2.1
platformdirs==3.10.0 | platformdirs==3.11.0
plotly==5.15.0 | plotly==5.16.1
pluggy==1.0.0 | pluggy==1.2.0
pointpats==2.3.0 | pointpats==2.4.0
polars==0.19.2 | polars==0.19.12
pooch==1.7.0 | pooch==1.8.0
preshed==3.0.8 | preshed==3.0.9
prometheus-client==0.17.0 | prometheus-client==0.17.1
prompt-toolkit==3.0.38 | prompt-toolkit==3.0.39
pudb==2022.1.3 | pudb==2023.1
py-lz4framed==0.14.0 <
pyaml==23.9.1 | pyaml==23.9.7
PyAstronomy==0.19.0 | PyAstronomy==0.20.0
pyclipper==1.3.0.post4 | pyclipper==1.3.0.post5
pycodestyle==2.10.0 | pycodestyle==2.11.1
pycolmap==0.4.0 <
pycryptodome==3.18.0 | pycryptodome==3.19.0
pydantic==1.10.9 ...
v138 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v138
== Comparing pip list --format=freeze ==
> accelerate==0.24.1
ansiwrap==0.8.4 | anyio==4.0.0
anyio==3.7.1 | argon2-cffi==23.1.0
appdirs==1.4.4 <
argon2-cffi==21.3.0 <
array-record==0.4.0 | array-record==0.5.0
arrow==1.2.3 | arrow==1.3.0
astroid==2.15.6 | astroid==2.15.8
asttokens==2.2.1 | asttokens==2.4.1
audioread==3.0.0 | audioread==3.0.1
autopep8==2.0.2 | autopep8==2.0.4
Babel==2.12.1 | Babel==2.13.1
backcall==0.2.0 <
bleach==6.0.0 | bleach==6.1.0
cached-property==1.5.2 | cachetools==5.3.2
cachetools==5.3.1 | certifi==2023.7.22
certifi==2023.5.7 | cffi==1.16.0
cffi==1.15.1 | charset-normalizer==3.3.2
charset-normalizer==3.2.0 | chex==0.1.84
chex==0.1.7 | click==8.1.7
click==8.1.4 <
cloudpickle==1.6.0 | cloudpickle==3.0.0
cmake==3.26.4 | comm==0.1.4
comm==0.1.3 | contourpy==1.2.0
contourpy==1.1.0 | cycler==0.12.1
cycler==0.11.0 | debugpy==1.8.0
debugpy==1.6.7 <
dill==0.3.6 | diffusers==0.21.4
distrax==0.1.2 | dill==0.3.7
dm-haiku==0.0.10.dev0 | distrax==0.1.4
> dm-haiku==0.0.11.dev0
docker-pycreds==0.4.0 | docstring-to-markdown==0.13
docstring-to-markdown==0.12 <
einops==0.6.1 <
elegy==0.8.6 <
etils==1.3.0 | etils==1.5.2
exceptiongroup==1.1.2 | exceptiongroup==1.1.3
executing==1.2.0 | executing==2.0.1
fastjsonschema==2.17.1 | fastjsonschema==2.18.1
filelock==3.12.2 | filelock==3.13.1
flake8==6.0.0 | flake8==6.1.0
flax==0.7.0 | flax==0.7.4
fonttools==4.40.0 | fonttools==4.44.0
> fsspec==2023.10.0
gast==0.4.0 | gast==0.5.4
gitdb==4.0.10 <
GitPython==3.1.31 <
google-auth==2.21.0 | google-auth==2.23.4
google-auth-httplib2==0.1.0 | google-auth-httplib2==0.1.1
googleapis-common-protos==1.59.1 | googleapis-common-protos==1.61.0
grpcio==1.56.0 | grpcio==1.59.2
h5py==3.9.0 | h5py==3.10.0
> huggingface-hub==0.17.3
importlib-resources==6.0.0 | importlib-resources==6.1.0
ipykernel==6.24.0 | ipykernel==6.26.0
ipython==8.12.2 | ipython==8.17.2
jax==0.4.6 | jax==0.4.17
jaxlib==0.4.6 | jaxlib==0.4.17
jedi==0.18.2 | jedi==0.19.1
joblib==1.3.1 | joblib==1.3.2
jsonschema==4.18.0 | jsonschema==4.19.2
jsonschema-specifications==2023.6.1 | jsonschema-specifications==2023.7.1
jupyter_client==8.3.0 | jupyter_client==7.4.9
jupyter_core==5.3.1 | jupyter_core==5.5.0
jupyter-events==0.6.3 | jupyter-events==0.8.0
jupyter_server==2.7.0 | jupyter_server==2.9.1
jupyter-ydoc==0.2.4 | jupyter-ydoc==0.2.5
jupyterlab==3.6.5 | jupyterlab==3.6.6
jupyterlab_server==2.23.0 | jupyterlab_server==2.25.0
keras==2.12.0 | keras==2.14.0
kiwisolver==1.4.4 | kiwisolver==1.4.5
libclang==16.0.0 | libclang==16.0.6
librosa==0.10.0.post2 | librosa==0.10.1
libtpu-nightly==0.1.dev20230309 | libtpu-nightly==0.1.dev20231003
lit==16.0.6 | llvmlite==0.41.1
llvmlite==0.40.1 | Markdown==3.5.1
Markdown==3.4.3 <
matplotlib==3.7.2 | matplotlib==3.8.1
mistune==3.0.1 | mistune==3.0.2
msgpack==1.0.5 | msgpack==1.0.7
nbconvert==7.6.0 | nbconvert==7.10.0
nbformat==5.9.0 | nbformat==5.9.2
nest-asyncio==1.5.6 | nest-asyncio==1.5.8
networkx==3.1 | networkx==3.2.1
notebook==6.5.4 | notebook==6.5.6
numba==0.57.1 | numba==0.58.1
numpy==1.23.5 | numpy==1.26.1
nvidia-cublas-cu11==11.10.3.66 | nvidia-cublas-cu12==12.1.3.1
nvidia-cuda-cupti-cu11==11.7.101 | nvidia-cuda-cupti-cu12==12.1.105
nvidia-cuda-nvrtc-cu11==11.7.99 | nvidia-cuda-nvrtc-cu12==12.1.105
nvidia-cuda-runtime-cu11==11.7.99 | nvidia-cuda-runtime-cu12==12.1.105
nvidia-cudnn-cu11==8.5.0.96 | nvidia-cudnn-cu12==8.9.2.26
nvidia-cufft-cu11==10.9.0.58 | nvidia-cufft-cu12==11.0.2.54
nvidia-curand-cu11==10.2.10.91 | nvidia-curand-cu12==10.3.2.106
nvidia-cusolver-cu11==11.4.0.1 | nvidia-cusolver-cu12==11.4.5.107
nvidia-cusparse-cu11==11.7.4.91 | nvidia-cusparse-cu12==12.1.0.106
nvidia-nccl-cu11==2.14.3 | nvidia-nccl-cu12==2.18.1
nvidia-nvtx-cu11==11.7.91 | nvidia-nvjitlink-cu12==12.3.52
> nvidia-nvtx-cu12==12.1.105
opencv-python-headless==4.8.0.74 | opencv-python-headless==4.8.1.78
optax==0.1.5 | optax==0.1.7
orbax-checkpoint==0.1.6 | orbax-checkpoint==0.4.2
overrides==7.3.1 | overrides==7.4.0
packaging==23.1 | packaging==23.2
pandas==2.0.3 | pandas==2.1.2
papermill==2.4.0 | papermill==2.5.0
pathtools==0.1.2 <
pickleshare==0.7.5 | Pillow==10.1.0
Pillow==10.0.0 <
pkgutil_resolve_name==1.3.10 | platformdirs==3.11.0
platformdirs==3.8.1 | pluggy==1.3.0
pluggy==1.2.0 | pooch==1.8.0
pooch==1.6.0 | prometheus-client==0.18.0
prometheus-client==0.17.0 <
protobuf==4.23.4 | protobuf==3.20.3
psutil==5.9.5 | psutil==5.9.6
pycodestyle==2.10.0 | pycodestyle==2.11.1
pyflakes==3.0.1 | pyflakes==3.1.0
Pygments==2.15.1 | Pygments==2.16.1
pylint==2.17.4 | pylint==2.17.7
pyparsing==3.0.9 | pyparsing==3.1.1
python-lsp-jsonrpc==1.0.0 | python-lsp-jsonrpc==1.1.2
python-lsp-server==1.7.4 | python-lsp-server==1.8.2
pytoolconfig==1.2.5 | pytoolconfig==1.2.6
pytz==2023.3 | pytz==2023.3.post1
PyYAML==6.0 | PyYAML==6.0.1
pyzmq==25.1.0 | pyzmq==24.0.1
referencing==0.29.1 | referencing==0.30.2
> regex==2023.10.3
rich==13.4.2 | rich==13.6.0
rope==1.9.0 | rope==1.11.0
rpds-py==0.8.10 | rpds-py==0.12.0
scikit-learn==1.3.0 | safetensors==0.4.0
scipy==1.10.1 | scikit-learn==1.3.2
> scipy==1.11.3
sentry-sdk==1.27.1 | setuptools==65.5.1
setproctitle==1.3.2 <
setuptools==57.5.0 <
shortuuid==1.0.11 <
smmap==5.0.0 <
soupsieve==2.4.1 | soupsieve==2.5
soxr==0.3.5 | soxr==0.3.7
stack-data==0.6.2 | stack-data==0.6.3
tenacity==8.2.2 | tenacity==8.2.3
tensorboard==2.12.3 | tensorboard==2.14.1
tensorboard-data-server==0.7.1 | tensorboard-data-server==0.7.2
tensorboardX==2.6.1 | tensorflow==2.14.0
tensorflow==2.12.0 | tensorflow-addons==0.22.0
tensorflow-addons==0.20.0 | tensorflow-datasets==4.9.3
tensorflow-datasets==4.9.2 | tensorflow-estimator==2.14.0
tensorflow-estimator==2.12.0 | tensorflow-hub==0.15.0
tensorflow-hub==0.13.0 | tensorflow-io==0.34.0
tensorflow-io==0.32.0 | tensorflow-io-gcs-filesystem==0.34.0
tensorflow-io-gcs-filesystem==0.32.0 | tensorflow-metadata==1.14.0
tensorflow-metadata==1.13.1 | tensorflow-probability==0.22.1
tensorflow-probability==0.20.1 | tensorflow-text==2.14.0
tensorflow-text==2.12.1 | tensorstore==0.1.45
tensorstore==0.1.40 <
textwrap3==0.9.2 | threadpoolctl==3.2.0
threadpoolctl==3.1.0 <
> tokenizers==0.14.1
tomlkit==0.11.8 | tomlkit==0.12.2
torch==2.0.0 | torch==2.1.0
torch-xla==2.0 | torch-xla==2.1.0+libtpu
torchaudio==2.0.0 | torchaudio==2.1.0
torchdata==0.6.0 | torchdata==0.7.0
torchtext==0.15.1 | torchtext==0.16.0
torchvision==0.15.1 | torchvision==0.16.0
tornado==6.3.2 | tornado==6.3.3
tqdm==4.65.0 | tqdm==4.66.1
traitlets==5.9.0 | traitlets==5.13.0
> transformers==4.35.0
treeo==0.0.10 | triton==2.1.0
treex==0.6.12 <
triton==2.0.0 <
typing_extensions==4.7.1 | types-python-dateutil==2.8.19.14
> typing_extensions==4.8.0
urllib3==1.26.16 | urllib3==2.0.7
wandb==0.12.16 | wcwidth==0.2.9
wcwidth==0.2.6 <
websocket-client==1.6.1 | websocket-client==1.6.4
Werkzeug==2.3.6 | Werkzeug==3.0.1
wheel==0.40.0 | wheel==0.41.3
y-py==0.5.9 | y-py==0.6.2
yapf==0.40.1 | yapf==0.40.2
ypy-websocket==0.8.2 | ypy-websocket==0.8.4
zipp==3.15.0 | zipp==3.17.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==12.4 | base-files==12.4+deb12u2
curl==7.88.1-10 | curl==7.88.1-10+deb12u4
debian-archive-keyring==2023.3 | debian-archive-keyring==2023.3+deb12u1
debianutils==5.7-0.4 | debianutils==5.7-0.5~deb12u1
gir1.2-rsvg-2.0:amd64==2.54.5+dfsg-1 | gir1.2-rsvg-2.0:amd64==2.54.7+dfsg-1~deb12u1
krb5-multidev:amd64==1.20.1-2 | krb5-multidev:amd64==1.20.1-2+deb12u1
libc-bin==2.36-9 | libc-bin==2.36-9+deb12u3
libc-dev-bin==2.36-9 | libc-dev-bin==2.36-9+deb12u3
libc6:amd64==2.36-9 | libc6:amd64==2.36-9+deb12u3
libc6-dev:amd64==2.36-9 | libc6-dev:amd64==2.36-9+deb12u3
libcurl3-gnutls:amd64==7.88.1-10 | libcurl3-gnutls:amd64==7.88.1-10+deb12u4
libcurl4:amd64==7.88.1-10 | libcurl4:amd64==7.88.1-10+deb12u4
li...
v138 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v138
== Comparing pip list --format=freeze ==
accelerate==0.22.0 | accelerate==0.24.1
aiobotocore==2.5.4 | aiobotocore==2.7.0
aiofiles==22.1.0 | aiohttp==3.8.5
aiohttp==3.8.4 <
aiosqlite==0.19.0 <
alembic==1.12.0 | alembic==1.12.1
altair==5.1.1 | altair==5.1.2
annotated-types==0.5.0 | annotated-types==0.6.0
anyio==3.7.0 | anyio==3.7.1
> archspec==0.2.1
array-record==0.4.0 | array-record==0.4.1
astroid==2.15.6 | astroid==2.15.8
astropy==5.3.2 | astropy==5.3.4
async-timeout==4.0.2 | async-lru==2.0.4
> async-timeout==4.0.3
audioread==3.0.0 | audioread==3.0.1
backports.functools-lru-cache==1.6.4 | backports.functools-lru-cache==1.6.5
beatrix-jupyterlab==2023.621.222118 | beatrix-jupyterlab==2023.814.150030
blinker==1.6.2 | blinker==1.7.0
blosc2==2.0.0 | blosc2==2.2.9
bokeh==3.2.2 | bokeh==3.3.0
botocore==1.31.17 | botocore==1.31.64
bqplot==0.12.40 | bqplot==0.12.42
> cached-property==1.5.2
catalogue==2.0.9 | catalogue==2.0.10
catboost==1.2.1 | catboost==1.2.2
category-encoders==2.6.2 | category-encoders==2.6.3
cftime==1.6.2 | cftime==1.6.3
charset-normalizer==3.1.0 | charset-normalizer==3.2.0
chex==0.1.82 | chex==0.1.84
> cloudpathlib==0.16.0
cmaes==0.10.0 | cmdstanpy==1.2.0
cmdstanpy==1.1.0 | cmudict==1.0.15
cmudict==1.0.13 <
comm==0.1.3 | comm==0.1.4
conda==23.7.3 | conda==23.7.4
conda-package-handling==2.0.2 | conda-package-handling==2.2.0
conda_package_streaming==0.8.0 | conda_package_streaming==0.9.0
confection==0.1.1 | confection==0.1.3
contextily==1.3.0 | contextily==1.4.0
cryptography==38.0.4 | cryptography==40.0.2
cuda-python==11.8.2 | cuda-python==11.8.3
cymem==2.0.7 | cymem==2.0.8
cysignals==1.11.2 | cysignals==1.11.4
Cython==0.29.35 | Cython==3.0.0
dask==2023.9.0 | dask==2023.10.1
dataclasses-json==0.6.0 | dataclasses-json==0.6.1
datashader==0.15.2 | datashader==0.16.0
datashape==0.5.2 <
debugpy==1.6.7 | debugpy==1.6.7.post1
distlib==0.3.6 | distlib==0.3.7
distributed==2023.7.1 | distributed==2023.10.1
docstring-to-markdown==0.12 | docstring-to-markdown==0.13
earthengine-api==0.1.367 | earthengine-api==0.1.377
easydict==1.10 | easydict==1.11
en-core-web-lg==3.6.0 | en-core-web-lg==3.7.0
en-core-web-sm==3.6.0 | en-core-web-sm==3.7.0
ephem==4.1.4 | ephem==4.1.5
esda==2.5.0 | esda==2.5.1
essentia==2.1b6.dev1034 | essentia==2.1b6.dev1110
etils==1.3.0 | etils==1.4.1
exceptiongroup==1.1.1 | exceptiongroup==1.1.3
fastai==2.7.12 | fastai==2.7.13
fastapi==0.98.0 | fastapi==0.101.1
fastavro==1.7.4 | fastavro==1.8.2
fastjsonschema==2.17.1 | fastjsonschema==2.18.0
featuretools==1.27.0 | featuretools==1.28.0
Fiona==1.9.4.post1 | fiona==1.9.5
flake8==6.0.0 | flake8==6.1.0
Flask==2.3.3 | Flask==3.0.0
flax==0.7.2 | flax==0.7.5
fonttools==4.40.0 | fonttools==4.42.1
frozenlist==1.3.3 | frozenlist==1.4.0
fsspec==2023.9.0 | fsspec==2023.10.0
geojson==3.0.1 | geojson==3.1.0
geopandas==0.13.2 | geopandas==0.14.0
geoviews==1.10.1 | geoviews==1.11.0
GitPython==3.1.31 | GitPython==3.1.32
google-api-python-client==2.97.0 | google-api-python-client==2.106.0
google-auth==2.20.0 | google-auth==2.22.0
google-cloud-artifact-registry==1.8.1 | google-cloud-artifact-registry==1.8.3
google-cloud-core==2.3.2 | google-cloud-core==2.3.3
google-cloud-datastore==2.17.0 | google-cloud-datastore==2.18.0
google-cloud-dlp==3.12.1 | google-cloud-dlp==3.12.2
google-cloud-language==2.11.0 | google-cloud-language==2.11.1
google-cloud-monitoring==2.15.0 | google-cloud-monitoring==2.15.1
google-cloud-pubsub==2.17.1 | google-cloud-pubsub==2.18.3
google-cloud-pubsublite==1.8.2 | google-cloud-pubsublite==1.8.3
google-cloud-resource-manager==1.10.1 | google-cloud-resource-manager==1.10.3
google-cloud-spanner==3.36.0 | google-cloud-spanner==3.40.1
google-cloud-translate==3.12.0 | google-cloud-translate==3.12.1
google-cloud-videointelligence==2.11.3 | google-cloud-videointelligence==2.11.4
googleapis-common-protos==1.59.1 | googleapis-common-protos==1.60.0
gpxpy==1.5.0 | gpxpy==1.6.1
grpcio-status==1.46.3 | grpcio-status==1.48.1
h2o==3.42.0.3 | h2o==3.44.0.1
hdfs==2.7.0 | hdfs==2.7.2
holoviews==1.17.1 | holoviews==1.18.0
httptools==0.6.0 | httptools==0.6.1
huggingface-hub==0.16.4 | huggingface-hub==0.17.3
ibis-framework==6.2.0 | ibis-framework==7.0.0
igraph==0.10.6 | igraph==0.11.2
imagecodecs==2023.9.4 | imagecodecs==2023.9.18
importlib-metadata==6.7.0 | importlib-metadata==6.8.0
importlib-resources==5.12.0 | importlib-resources==5.13.0
inequality==1.0.0 | inequality==1.0.1
ipykernel==6.23.3 | ipykernel==6.25.1
ipyleaflet==0.17.3 | ipyleaflet==0.17.4
ipyvue==1.10.0 | ipyvue==1.10.1
jaraco.classes==3.2.3 | jaraco.classes==3.3.0
jax==0.4.13 | jax==0.4.20
jaxlib==0.4.13+cuda11.cudnn86 | jaxlib==0.4.20+cuda11.cudnn86
jedi==0.18.2 | jedi==0.19.0
jsonschema==4.17.3 | jsonschema==4.19.0
> jsonschema-specifications==2023.7.1
jupyter-events==0.6.3 | jupyter-events==0.7.0
jupyter_server==2.6.0 | jupyter_server==2.9.1
jupyter_server_fileid==0.9.0 <
jupyter_server_ydoc==0.8.0 | jupyterlab==4.0.5
jupyter-ydoc==0.2.5 | jupyterlab_git==0.42.0
jupyterlab==3.6.5 | jupyterlab-lsp==5.0.0
jupyterlab-git==0.41.0 <
jupyterlab-lsp==4.2.0 <
jupyterlab_server==2.23.0 | jupyterlab_server==2.24.0
jupyterlab-widgets==3.0.7 | jupyterlab-widgets==3.0.8
jupytext==1.14.6 | jupytext==1.15.0
keras==2.12.0 | keras==2.13.1
keras-core==0.1.5 | keras-core==0.1.7
keras-cv==0.6.1 | keras-cv==0.6.4
keras-nlp==0.6.1 | keras-nlp==0.6.2
kfp-server-api==2.0.0 | kfp-server-api==2.0.1
lazy_loader==0.2 | lazy_loader==0.3
Levenshtein==0.21.1 | Levenshtein==0.23.0
libclang==16.0.0 | libclang==16.0.6
libmambapy==1.4.9 | libmambapy==1.5.0
libpysal==4.7.0 | libpysal==4.9.2
line-profiler==4.1.1 | line-profiler==4.1.2
mamba==1.4.9 | mamba==1.5.0
marisa-trie==1.0.0 | marisa-trie==1.1.0
Markdown==3.4.3 | Markdown==3.4.4
markdown-it-py==2.2.0 | markdown-it-py==3.0.0
matplotlib==3.7.2 | matplotlib==3.7.3
ml-dtypes==0.2.0 | ml-dtypes==0.3.1
mlxtend==0.22.0 | mlxtend==0.23.0
mne==1.5.0 | mne==1.5.1
more-itertools==9.1.0 | more-itertools==10.1.0
murmurhash==1.0.9 | murmurhash==1.0.10
nbformat==5.9.0 | nbformat==5.9.2
> ndindex==1.7
netCDF4==1.6.4 | netCDF4==1.6.5
nilearn==0.10.1 | nilearn==0.10.2
ninja==1.11.1 | ninja==1.11.1.1
notebook==6.5.4 | notebook==6.5.5
numexpr==2.8.5 | numexpr==2.8.7
numpy==1.23.5 | numpy==1.24.3
nvtx==0.2.5 | nvtx==0.2.8
onnx==1.14.1 | onnx==1.15.0
opencv-contrib-python==4.8.0.76 | opencv-contrib-python==4.8.1.78
opencv-python==4.8.0.76 | opencv-python==4.8.1.78
opencv-python-headless==4.8.0.76 | opencv-python-headless==4.8.1.78
openslide-python==1.3.0 | openslide-python==1.3.1
opentelemetry-api==1.18.0 | opentelemetry-api==1.19.0
opentelemetry-exporter-otlp==1.18.0 | opentelemetry-exporter-otlp==1.19.0
opentelemetry-exporter-otlp-proto-common==1.18.0 | opentelemetry-exporter-otlp-proto-common==1.19.0
opentelemetry-exporter-otlp-proto-grpc==1.18.0 | opentelemetry-exporter-otlp-proto-grpc==1.19.0
opentelemetry-exporter-otlp-proto-http==1.18.0 | opentelemetry-exporter-otlp-proto-http==1.19.0
opentelemetry-proto==1.18.0 | opentelemetry-proto==1.19.0
opentelemetry-sdk==1.18.0 | opentelemetry-sdk==1.19.0
opentelemetry-semantic-conventions==0.39b0 | opentelemetry-semantic-conventions==0.40b0
optuna==3.3.0 | optuna==3.4.0
orbax-checkpoint==0.3.5 | orbax-checkpoint==0.4.2
orjson==3.9.1 | orjson==3.9.5
pandas==2.0.2 | pandas==2.0.3
panel==1.2.2 | panel==1.3.1
param==1.13.0 | param==2.0.0
partd==1.4.0 | partd==1.4.1
Pillow==9.5.0 | Pillow==10.1.0
pip==23.1.2 | pins==0.8.3
> pip==23.2.1
platformdirs==3.10.0 | platformdirs==3.11.0
plotly==5.15.0 | plotly==5.16.1
pluggy==1.0.0 | pluggy==1.2.0
pointpats==2.3.0 | pointpats==2.4.0
polars==0.19.2 | polars==0.19.12
pooch==1.7.0 | pooch==1.8.0
preshed==3.0.8 | preshed==3.0.9
prometheus-client==0.17.0 | prometheus-client==0.17.1
prompt-toolkit==3.0.38 | prompt-toolkit==3.0.39
pudb==2022.1.3 | pudb==2023.1
py-lz4framed==0.14.0 <
pyaml==23.9.1 | pyaml==23.9.7
PyAstronomy==0.19.0 | PyAstronomy==0.20.0
pyclipper==1.3.0.post4 ...