Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v147 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v147
== Comparing pip list --format=freeze ==
accelerate==0.28.0 | accelerate==0.29.3
aiobotocore==2.12.2 | aiobotocore==2.12.3
arviz==0.17.1 | arviz==0.18.0
astropy-iers-data==0.2024.4.1.0.33.14 | astropy-iers-data==0.2024.4.15.2.45.49
blosc2==2.6.0 | blosc2==2.6.2
bokeh==3.3.4 | bokeh==3.4.1
botocore==1.34.51 | botocore==1.34.69
Cartopy==0.22.0 | Cartopy==0.23.0
daal==2024.2.0 | daal==2024.3.0
daal4py==2024.2.0 | daal4py==2024.3.0
dask==2024.4.0 | dask==2024.4.1
dask-expr==1.0.9 | dask-expr==1.0.11
deepdiff==6.7.1 | deepdiff==7.0.1
docutils==0.20.1 | docutils==0.21.1
earthengine-api==0.1.395 | earthengine-api==0.1.399
Flask==3.0.2 | Flask==3.0.3
frozendict==2.4.1 | frozendict==2.4.2
geoviews==1.11.1 | geoviews==1.12.0
google-ai-generativelanguage==0.4.0 | google-ai-generativelanguage==0.6.2
google-api-python-client==2.125.0 | google-api-python-client==2.126.0
google-generativeai==0.4.1 | google-generativeai==0.5.1
ipyvue==1.10.2 | ipyvue==1.11.0
ipyvuetify==1.9.3 | ipyvuetify==1.9.4
itsdangerous==2.1.2 | itsdangerous==2.2.0
jax==0.4.25 | jax==0.4.26
jaxlib==0.4.25 | jaxlib==0.4.26
joblib==1.3.2 | joblib==1.4.0
jupyter_server==2.13.0 | jupyter_server==2.12.5
jupyterlab==4.1.5 | jupyterlab==4.1.6
kaggle==1.6.8 | kaggle==1.6.12
kagglehub==0.2.2 | kagglehub==0.2.3
keras==3.1.1 | keras==3.2.1
keras-nlp==0.8.2 | keras-nlp==0.9.3
Mako==1.3.2 | Mako==1.3.3
namex==0.0.7 | namex==0.0.8
nilearn==0.10.3 | nilearn==0.10.4
orbax-checkpoint==0.5.7 | orbax-checkpoint==0.5.9
pandas==2.2.1 | pandas==2.2.2
panel==1.3.8 | panel==1.4.1
path==16.10.0 | path==16.14.0
polars==0.20.18 | polars==0.20.21
pyerfa==2.0.1.1 | pyerfa==2.0.1.4
pypdf==4.1.0 | pypdf==4.2.0
pytorch-lightning==2.2.1 | pytorch-lightning==2.2.2
rasterio==1.3.9 | rasterio==1.3.10
safetensors==0.4.2 | safetensors==0.4.3
scikit-learn-intelex==2024.2.0 | scikit-learn-intelex==2024.3.0
sentry-sdk==1.44.1 | sentry-sdk==1.45.0
umap-learn==0.5.5 | umap-learn==0.5.6
wandb==0.16.5 | wandb==0.16.6
woodwork==0.29.0 | woodwork==0.30.0
xyzservices==2023.10.1 | xyzservices==2024.4.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libnspr4:amd64==2:4.25-1 | libnspr4:amd64==2:4.35-0ubuntu0.20.04.1
libnss3:amd64==2:3.49.1-1ubuntu1.9 | libnss3:amd64==2:3.98-0ubuntu0.20.04.2
xserver-common==2:1.20.13-1ubuntu1~20.04.15 | xserver-common==2:1.20.13-1ubuntu1~20.04.17
xvfb==2:1.20.13-1ubuntu1~20.04.15 | xvfb==2:1.20.13-1ubuntu1~20.04.17
== Comparing printenv | sort ==
BUILD_DATE=20240403-162556 | BUILD_DATE=20240417-200938
GIT_COMMIT=ee8b8faba714c1fcfcf3b01390b3a8a85201a024 | GIT_COMMIT=13696526c8d64126bbd1297e45ef18a667cf23a0
HOSTNAME=9bd0a8d25d1f | HOSTNAME=7a6df6150dfb
v146 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v146
== Comparing pip list --format=freeze ==
aiobotocore==2.12.1 | aiobotocore==2.12.2
altair==5.2.0 | altair==5.3.0
archspec==0.2.2 | archspec==0.2.3
astroid==3.0.3 | astroid==3.1.0
astropy==6.0.0 | astropy==6.0.1
astropy-iers-data==0.2024.3.18.0.29.47 | astropy-iers-data==0.2024.4.1.0.33.14
bidict==0.23.1 <
blosc2==2.5.1 | blosc2==2.6.0
chex==0.1.85 | chex==0.1.86
cmdstanpy==1.2.1 | cmdstanpy==1.2.2
cmudict==1.0.21 <
contextily==1.5.2 | contextily==1.6.0
daal==2024.1.0 | daal==2024.2.0
daal4py==2024.1.0 | daal4py==2024.2.0
dask==2024.3.1 | dask==2024.4.0
dask-expr==1.0.4 | dask-expr==1.0.9
datasets==2.1.0 | datasets==2.18.0
earthengine-api==0.1.394 | earthengine-api==0.1.395
emoji==2.10.1 | emoji==2.11.0
frozendict==2.4.0 | frozendict==2.4.1
fsspec==2024.3.0 | fsspec==2024.2.0
gcsfs==2023.12.2.post1 | gcsfs==2024.2.0
google-api-python-client==2.122.0 | google-api-python-client==2.125.0
google-auth-httplib2==0.1.1 | google-auth-httplib2==0.2.0
graphviz==0.20.2 | graphviz==0.20.3
httpcore==1.0.4 | httpcore==1.0.5
huggingface-hub==0.21.4 | huggingface-hub==0.22.2
husl==4.0.3 <
imbalanced-learn==0.12.0 | imbalanced-learn==0.12.2
ipyvuetify==1.9.2 | ipyvuetify==1.9.3
kaggle==1.6.6 | kaggle==1.6.8
kagglehub==0.2.0 | kagglehub==0.2.2
keras==3.0.5 | keras==3.1.1
kornia_rs==0.1.2 | kornia_rs==0.1.3
Levenshtein==0.25.0 <
lightning-utilities==0.10.1 | lightning-utilities==0.11.2
lxml==5.1.0 | lxml==5.2.1
markovify==0.9.4 <
mizani==0.11.0 | mizani==0.11.1
mmh3==4.1.0 <
mock==5.1.0 <
msgpack-numpy==0.4.8 <
numexpr==2.9.0 | numexpr==2.10.0
onnx==1.15.0 | onnx==1.16.0
optax==0.2.1 | optax==0.2.2
optuna==3.6.0 | optree==0.11.0
orbax-checkpoint==0.5.6 | optuna==3.6.1
> orbax-checkpoint==0.5.7
osmnx==1.9.1 | osmnx==1.9.2
param==2.0.2 | param==2.1.0
plotnine==0.13.2 | plotnine==0.13.4
polars==0.20.15 | polars==0.20.18
pronouncing==0.2.0 <
pyarrow==11.0.0 | pyarrow==15.0.2
> pyarrow-hotfix==0.6
PyAstronomy==0.21.0 | pybind11==2.12.0
pybind11==2.11.1 <
pykalman==0.9.5 | pykalman==0.9.7
pylint==3.0.4 | pylint==3.1.0
pynndescent==0.5.11 | pynndescent==0.5.12
pyocr==0.8.5 <
python-Levenshtein==0.25.0 <
python-lsp-server==1.10.1 | python-lsp-server==1.11.0
pytools==2023.1.1 | pytools==2024.1.1
pytorch-ignite==0.4.13 | pytorch-ignite==0.5.0.post2
pyviz_comms==3.0.1 | pyviz_comms==3.0.2
quantities==0.15.0 <
rapidfuzz==3.6.2 <
responses==0.18.0 <
rope==1.12.0 | rope==1.13.0
s3fs==2024.3.0 | s3fs==2024.2.0
scikit-learn-intelex==2024.1.0 | scikit-learn-intelex==2024.2.0
sentry-sdk==1.42.0 | sentry-sdk==1.44.1
stanio==0.3.0 | stanio==0.5.0
tbb==2021.11.0 | tbb==2021.12.0
tensorpack==0.11 <
transformers==4.38.2 | transformers==4.39.3
trueskill==0.4.5 <
Unidecode==1.3.8 <
urwid==2.6.9 | urwid==2.6.10
wandb==0.16.4 | wandb==0.16.5
Werkzeug==3.0.1 | Werkzeug==3.0.2
xarray==2024.2.0 | xarray==2024.3.0
== 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=20240318-171459 | BUILD_DATE=20240403-162603
GIT_COMMIT=bacb6e67ee517a35899e366f26a789c6f3f6b389 | GIT_COMMIT=ee8b8faba714c1fcfcf3b01390b3a8a85201a024
HOSTNAME=cb858ffb8395 | HOSTNAME=0459dfde88fa
v146 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v146
== Comparing pip list --format=freeze ==
albumentations==1.4.1 | albumentations==1.4.3
array-record==0.5.0 | array_record==0.5.1
astroid==3.0.3 | astroid==3.1.0
chex==0.1.85 | chex==0.1.86
contourpy==1.2.0 | contourpy==1.2.1
cramjam==2.8.2 | cramjam==2.8.3
diffusers==0.27.0 | diffusers==0.27.2
filelock==3.13.1 | filelock==3.13.3
flatbuffers==24.3.7 | flatbuffers==24.3.25
fsspec==2024.3.0 | fsspec==2024.3.1
google-auth==2.28.2 | google-auth==2.29.0
huggingface-hub==0.21.4 | huggingface-hub==0.22.2
importlib_metadata==7.0.2 | importlib_metadata==7.1.0
importlib_resources==6.3.1 | importlib_resources==6.4.0
ipykernel==6.29.3 | ipykernel==6.29.4
ipython==8.22.2 | ipython==8.23.0
jupyter-events==0.9.1 | jupyter-events==0.10.0
kagglehub==0.2.0 | kagglehub==0.2.2
keras==3.0.5 | keras==3.1.1
nbconvert==7.16.2 | nbconvert==7.16.3
numba==0.59.0 | numba==0.59.1
optax==0.2.1 | optax==0.2.2
pillow==10.2.0 | pillow==10.3.0
pyasn1==0.5.1 | pyasn1==0.6.0
pyasn1-modules==0.3.0 | pyasn1_modules==0.4.0
pycparser==2.21 | pycparser==2.22
pylint==3.0.4 | pylint==3.1.0
python-lsp-server==1.10.1 | python-lsp-server==1.11.0
requests-oauthlib==1.4.0 | requests-oauthlib==2.0.0
rope==1.12.0 | rope==1.13.0
scipy==1.12.0 | scipy==1.13.0
threadpoolctl==3.3.0 | threadpoolctl==3.4.0
transformers==4.38.2 | transformers==4.39.3
Werkzeug==3.0.1 | Werkzeug==3.0.2
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
> alsa-topology-conf==1.2.5.1-2
> alsa-ucm-conf==1.2.8-1
> dbus==1.14.10-1~deb12u1
> dbus-bin==1.14.10-1~deb12u1
> dbus-daemon==1.14.10-1~deb12u1
> dbus-session-bus-common==1.14.10-1~deb12u1
> dbus-system-bus-common==1.14.10-1~deb12u1
> ffmpeg==7:5.1.4-0+deb12u1
> i965-va-driver:amd64==2.4.1+dfsg1-1
> intel-media-va-driver:amd64==23.1.1+dfsg1-1
> libaacs0:amd64==0.11.1-2
> libapparmor1:amd64==3.0.8-3
> libasound2:amd64==1.2.8-1+b1
> libasound2-data==1.2.8-1
> libass9:amd64==1:0.17.1-1
> libasyncns0:amd64==0.8-6+b3
> libavc1394-0:amd64==0.5.4-5
> libavcodec59:amd64==7:5.1.4-0+deb12u1
> libavdevice59:amd64==7:5.1.4-0+deb12u1
> libavfilter8:amd64==7:5.1.4-0+deb12u1
> libavformat59:amd64==7:5.1.4-0+deb12u1
> libavutil57:amd64==7:5.1.4-0+deb12u1
> libbdplus0:amd64==0.2.0-3
> libblas3:amd64==3.11.0-2
> libbluray2:amd64==1:1.3.4-1
> libbs2b0:amd64==3.1.0+dfsg-7
> libcaca0:amd64==0.99.beta20-3
> libcdio-cdda2:amd64==10.2+2.0.1-1
> libcdio-paranoia2:amd64==10.2+2.0.1-1
> libcdio19:amd64==2.1.0-4
> libchromaprint1:amd64==1.5.1-2+b1
> libcjson1:amd64==1.7.15-1
> libcodec2-1.0:amd64==1.0.5-1
> libdbus-1-3:amd64==1.14.10-1~deb12u1
> libdc1394-25:amd64==2.2.6-4
> libdecor-0-0:amd64==0.1.1-2
> libdecor-0-plugin-1-cairo:amd64==0.1.1-2
> libdrm-amdgpu1:amd64==2.4.114-1+b1
> libdrm-common==2.4.114-1
> libdrm-intel1:amd64==2.4.114-1+b1
> libdrm-nouveau2:amd64==2.4.114-1+b1
> libdrm-radeon1:amd64==2.4.114-1+b1
> libdrm2:amd64==2.4.114-1+b1
> libepoxy0:amd64==1.5.10-1
> libflac12:amd64==1.4.2+ds-2
> libflite1:amd64==2.2-5
> libgbm1:amd64==22.3.6-1+deb12u1
> libgfortran5:amd64==12.2.0-14
> libgl1:amd64==1.6.0-1
> libgl1-mesa-dri:amd64==22.3.6-1+deb12u1
> libglapi-mesa:amd64==22.3.6-1+deb12u1
> libglvnd0:amd64==1.6.0-1
> libglx-mesa0:amd64==22.3.6-1+deb12u1
> libglx0:amd64==1.6.0-1
> libgme0:amd64==0.6.3-6
> libgsm1:amd64==1.0.22-1
> libhwy1:amd64==1.0.3-3+deb12u1
> libiec61883-0:amd64==1.2.0-6+b1
> libigdgmm12:amd64==22.3.3+ds1-1
> libjack-jackd2-0:amd64==1.9.21~dfsg-3
> libjxl0.7:amd64==0.7.0-10
> liblapack3:amd64==3.11.0-2
> liblilv-0-0:amd64==0.24.14-1
> libllvm15:amd64==1:15.0.6-4+b1
> libmbedcrypto7:amd64==2.28.3-1
> libmfx1:amd64==22.5.4-1
> libmp3lame0:amd64==3.100-6
> libmpg123-0:amd64==1.31.2-1
> libmysofa1:amd64==1.3.1~dfsg0-1
> libnorm1:amd64==1.5.9+dfsg-2
> libogg0:amd64==1.3.5-3
> libopenal-data==1:1.19.1-2
> libopenal1:amd64==1:1.19.1-2
> libopenmpt0:amd64==0.6.9-1
> libopus0:amd64==1.3.1-3
> libpciaccess0:amd64==0.17-2
> libpgm-5.3-0:amd64==5.3.128~dfsg-2
> libplacebo208:amd64==4.208.0-3
> libpocketsphinx3:amd64==0.8+5prealpha+1-15
> libpostproc56:amd64==7:5.1.4-0+deb12u1
> libpulse0:amd64==16.1+dfsg1-2+b1
> librabbitmq4:amd64==0.11.0-1+b1
> librav1e0:amd64==0.5.1-6
> libraw1394-11:amd64==2.1.2-2
> librist4:amd64==0.2.7+dfsg-1
> librubberband2:amd64==3.1.2+dfsg0-1
> libsamplerate0:amd64==0.2.2-3
> libsdl2-2.0-0:amd64==2.26.5+dfsg-1
> libsensors-config==1:3.6.0-7.1
> libsensors5:amd64==1:3.6.0-7.1
> libserd-0-0:amd64==0.30.16-1
> libshine3:amd64==3.1.1-2
> libslang2:amd64==2.3.3-3
> libsnappy1v5:amd64==1.1.9-3
> libsndfile1:amd64==1.2.0-1
> libsndio7.0:amd64==1.9.0-0.3+b2
> libsodium23:amd64==1.0.18-1
> libsord-0-0:amd64==0.16.14+git221008-1
> libsoxr0:amd64==0.1.3-4
> libspeex1:amd64==1.2.1-2
> libsphinxbase3:amd64==0.8+5prealpha+1-16
> libsratom-0-0:amd64==0.6.14-1
> libsrt1.5-gnutls:amd64==1.5.1-1
> libssh-gcrypt-4:amd64==0.10.6-0+deb12u1
> libsvtav1enc1:amd64==1.4.1+dfsg-1
> libswresample4:amd64==7:5.1.4-0+deb12u1
> libswscale6:amd64==7:5.1.4-0+deb12u1
> libtheora0:amd64==1.1.1+dfsg.1-16.1+b1
> libtwolame0:amd64==0.4.0-2
> libudfread0:amd64==1.1.2-1
> libusb-1.0-0:amd64==2:1.0.26-1
> libva-drm2:amd64==2.17.0-1
> libva-x11-2:amd64==2.17.0-1
> libva2:amd64==2.17.0-1
> libvdpau-va-gl1:amd64==0.4.2-1+b1
> libvdpau1:amd64==1.5-2
> libvidstab1.1:amd64==1.1.0-2+b1
> libvorbis0a:amd64==1.3.7-1
> libvorbisenc2:amd64==1.3.7-1
> libvorbisfile3:amd64==1.3.7-1
> libvpx7:amd64==1.12.0-1+deb12u2
> libvulkan1:amd64==1.3.239.0-1
> libwayland-client0:amd64==1.21.0-1
> libwayland-cursor0:amd64==1.21.0-1
> libwayland-egl1:amd64==1.21.0-1
> libwayland-server0:amd64==1.21.0-1
> libx11-xcb1:amd64==2:1.8.4-2+deb12u2
> libx264-164:amd64==2:0.164.3095+gitbaee400-3
> libxcb-dri2-0:amd64==1.15-1
> libxcb-dri3-0:amd64==1.15-1
> libxcb-glx0:amd64==1.15-1
> libxcb-present0:amd64==1.15-1
> libxcb-randr0:amd64==1.15-1
> libxcb-shape0:amd64==1.15-1
> libxcb-sync1:amd64==1.15-1
> libxcb-xfixes0:amd64==1.15-1
> libxcursor1:amd64==1:1.2.1-1
> libxfixes3:amd64==1:6.0.0-2
> libxi6:amd64==2:1.8-1+b1
> libxkbcommon0:amd64==1.5.0-1
> libxrandr2:amd64==2:1.5.2-2+b1
> libxshmfence1:amd64==1.3-1
> libxv1:amd64==2:1.0.11-1.1
> libxvidcore4:amd64==2:1.3.7-1
> libxxf86vm1:amd64==1:1.1.4-1+b2
> libz3-4:amd64==4.8.12-3.1
> libzimg2:amd64==3.0.4+ds1-1
> libzmq5:amd64==4.3.4-6
> libzvbi-common==0.2.41-1
> libzvbi0:amd64==0.2.41-1
> mesa-va-drivers:amd64==22.3.6-1+deb12u1
> mesa-vdpau-drivers:amd64==22.3.6-1+deb12u1
> mesa-vulkan-drivers:amd64==22.3.6-1+deb12u1
> ocl-icd-libopencl1:amd64==2.3.1-1
> pocketsphinx-en-us==0.8+5prealpha+1-15
> va-driver-all:amd64==2.17.0-1
> vdpau-driver-all:amd64==1.5-2
> xkb-data==2.35.1-1
== Comparing printenv | sort ==
BUILD_DATE=20240318-171452 | BUILD_DATE=20240403-162556
GIT_COMMIT=bacb6e67ee517a35899e366f26a789c6f3f6b389 | GIT_COMMIT=ee8b8faba714c1fcfcf3b01390b3a8a85201a024
HOSTNAME=90b8073a730c | HOSTNAME=51528cca03cb
PYTHON_VERSION=3.10.13 | PYTHON_VERSION=3.10.14
v146 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v146
== Comparing pip list --format=freeze ==
aiobotocore==2.12.1 | aiobotocore==2.12.2
altair==5.2.0 | altair==5.3.0
archspec==0.2.2 | archspec==0.2.3
astroid==3.0.3 | astroid==3.1.0
astropy==6.0.0 | astropy==6.0.1
astropy-iers-data==0.2024.3.18.0.29.47 | astropy-iers-data==0.2024.4.1.0.33.14
bidict==0.23.1 <
blosc2==2.5.1 | blosc2==2.6.0
chex==0.1.85 | chex==0.1.86
cmdstanpy==1.2.1 | cmdstanpy==1.2.2
cmudict==1.0.21 <
conda==24.1.2 | conda==24.3.0
contextily==1.5.2 | contextily==1.6.0
daal==2024.1.0 | daal==2024.2.0
daal4py==2024.1.0 | daal4py==2024.2.0
dask==2024.3.1 | dask==2024.4.0
dask-expr==1.0.4 | dask-expr==1.0.9
datasets==2.1.0 | datasets==2.18.0
earthengine-api==0.1.394 | earthengine-api==0.1.395
emoji==2.10.1 | emoji==2.11.0
frozendict==2.4.0 | frozendict==2.4.1
fsspec==2024.3.0 | fsspec==2024.2.0
gcsfs==2023.12.2.post1 | gcsfs==2024.2.0
google-api-python-client==2.122.0 | google-api-python-client==2.125.0
google-auth-httplib2==0.1.1 | google-auth-httplib2==0.2.0
graphviz==0.20.2 | graphviz==0.20.3
httpcore==1.0.4 | httpcore==1.0.5
huggingface-hub==0.21.4 | huggingface-hub==0.22.2
husl==4.0.3 <
imbalanced-learn==0.12.0 | imbalanced-learn==0.12.2
ipyvuetify==1.9.2 | ipyvuetify==1.9.3
kaggle==1.6.6 | kaggle==1.6.8
kagglehub==0.2.0 | kagglehub==0.2.2
keras==3.0.5 | keras==3.1.1
kornia_rs==0.1.2 | kornia_rs==0.1.3
Levenshtein==0.25.0 <
libmambapy==1.5.7 | libmambapy==1.5.8
lightning-utilities==0.10.1 | lightning-utilities==0.11.2
lxml==5.1.0 | lxml==5.2.1
mamba==1.5.7 | mamba==1.5.8
markovify==0.9.4 <
mizani==0.11.0 | mizani==0.11.1
mmh3==4.1.0 <
mock==5.1.0 <
msgpack-numpy==0.4.8 <
numexpr==2.9.0 | numexpr==2.10.0
onnx==1.15.0 | onnx==1.16.0
optax==0.2.1 | optax==0.2.2
optuna==3.6.0 | optree==0.11.0
orbax-checkpoint==0.5.6 | optuna==3.6.1
> orbax-checkpoint==0.5.7
osmnx==1.9.1 | osmnx==1.9.2
param==2.0.2 | param==2.1.0
plotnine==0.13.2 | plotnine==0.13.4
polars==0.20.15 | polars==0.20.18
pronouncing==0.2.0 <
> pyarrow-hotfix==0.6
PyAstronomy==0.21.0 | pybind11==2.12.0
pybind11==2.11.1 <
pykalman==0.9.5 | pykalman==0.9.7
pylint==3.0.4 | pylint==3.1.0
pynndescent==0.5.11 | pynndescent==0.5.12
pyocr==0.8.5 <
python-Levenshtein==0.25.0 <
python-lsp-server==1.10.1 | python-lsp-server==1.11.0
pytorch-ignite==0.4.13 | pytorch-ignite==0.5.0.post2
pyviz_comms==3.0.1 | pyviz_comms==3.0.2
quantities==0.15.0 <
rapidfuzz==3.6.2 <
responses==0.18.0 <
rope==1.12.0 | rope==1.13.0
s3fs==2024.3.0 | s3fs==2024.2.0
scikit-learn-intelex==2024.1.0 | scikit-learn-intelex==2024.2.0
sentry-sdk==1.42.0 | sentry-sdk==1.44.1
stanio==0.3.0 | stanio==0.5.0
tbb==2021.11.0 | tbb==2021.12.0
tensorpack==0.11 <
transformers==4.38.2 | transformers==4.39.3
trueskill==0.4.5 <
Unidecode==1.3.8 <
urwid==2.6.9 | urwid==2.6.10
wandb==0.16.4 | wandb==0.16.5
Werkzeug==3.0.1 | Werkzeug==3.0.2
xarray==2024.2.0 | xarray==2024.3.0
== 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=20240318-171452 | BUILD_DATE=20240403-162556
GIT_COMMIT=bacb6e67ee517a35899e366f26a789c6f3f6b389 | GIT_COMMIT=ee8b8faba714c1fcfcf3b01390b3a8a85201a024
HOSTNAME=cab2867952be | HOSTNAME=a2507e3840fe
v145 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v145
== Comparing pip list --format=freeze ==
accelerate==0.27.2 | accelerate==0.28.0
> albumentations==1.4.1
cachetools==5.3.2 | cachetools==5.3.3
comm==0.2.1 | comm==0.2.2
> cramjam==2.8.2
diffusers==0.26.3 | diffusers==0.27.0
dm-haiku==0.0.12.dev0 | dm-haiku==0.0.13.dev0
> einops==0.7.0
> fastparquet==2024.2.0
flatbuffers==23.5.26 | flatbuffers==24.3.7
flax==0.8.1 | flax==0.8.2
fonttools==4.49.0 | fonttools==4.50.0
fsspec==2024.2.0 | fsspec==2024.3.0
google-auth==2.28.1 | google-auth==2.28.2
googleapis-common-protos==1.62.0 | googleapis-common-protos==1.63.0
grpcio==1.62.0 | grpcio==1.62.1
huggingface-hub==0.20.3 | huggingface-hub==0.21.4
importlib-metadata==7.0.1 | imageio==2.34.0
importlib-resources==6.1.1 | importlib_metadata==7.0.2
ipykernel==6.29.2 | importlib_resources==6.3.1
ipython==8.22.0 | ipykernel==6.29.3
> ipython==8.22.2
json5==0.9.17 | json5==0.9.24
jupyter_core==5.7.1 | jupyter_core==5.7.2
jupyter-events==0.9.0 | jupyter-events==0.9.1
jupyter_server==2.12.5 | jupyter_server==2.13.0
jupyter_server_terminals==0.5.2 | jupyter_server_terminals==0.5.3
jupyterlab_server==2.25.3 | jupyterlab_server==2.25.4
kagglehub==0.1.9 | kagglehub==0.2.0
keras-nlp==0.8.1 | keras-nlp==0.8.2
libclang==16.0.6 | libclang==18.1.1
Markdown==3.5.2 | Markdown==3.6
msgpack==1.0.7 | msgpack==1.0.8
nbclient==0.9.0 | nbclient==0.10.0
nbconvert==7.16.1 | nbconvert==7.16.2
nbformat==5.9.2 | nbformat==5.10.3
nvidia-nccl-cu12==2.18.1 | nvidia-nccl-cu12==2.19.3
nvidia-nvjitlink-cu12==12.3.101 | nvidia-nvjitlink-cu12==12.4.99
> opencv-python==4.9.0.80
optax==0.1.9 | optax==0.2.1
packaging==23.2 | packaging==24.0
pandas==2.2.0 | pandas==2.2.1
> pyarrow==15.0.2
pylint==3.0.3 | pylint==3.0.4
pyparsing==3.1.1 | pyparsing==3.1.2
python-dateutil==2.8.2 | python-dateutil==2.9.0.post0
python-lsp-server==1.10.0 | python-lsp-server==1.10.1
referencing==0.33.0 | referencing==0.34.0
requests-oauthlib==1.3.1 | requests-oauthlib==1.4.0
rich==13.7.0 | rich==13.7.1
> scikit-image==0.22.0
> seaborn==0.13.2
sniffio==1.3.0 | sniffio==1.3.1
tensorflow-probability==0.23.0 | tensorflow-probability==0.24.0
terminado==0.18.0 | terminado==0.18.1
tf-keras==2.15.0 | tf_keras==2.15.1
> tifffile==2024.2.12
> timm==0.9.16
tomlkit==0.12.3 | tomlkit==0.12.4
torch==2.1.0 | torch==2.2.1
torch-xla==2.1.0+libtpu | torch-xla==2.2.0+libtpu
torchaudio==2.1.0 | torchaudio==2.2.1
torchdata==0.7.0 | torchdata==0.7.1
torchtext==0.16.0 | torchtext==0.17.1
torchvision==0.16.0 | torchvision==0.17.1
traitlets==5.14.1 | traitlets==5.14.2
transformers==4.38.1 | transformers==4.38.2
triton==2.1.0 | triton==2.2.0
types-python-dateutil==2.8.19.20240106 | types-python-dateutil==2.9.0.20240316
typing_extensions==4.9.0 | typing_extensions==4.10.0
wheel==0.42.0 | wheel==0.43.0
zipp==3.17.0 | zipp==3.18.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
imagemagick==8:6.9.11.60+dfsg-1.6 | imagemagick==8:6.9.11.60+dfsg-1.6+deb12u1
imagemagick-6-common==8:6.9.11.60+dfsg-1.6 | imagemagick-6-common==8:6.9.11.60+dfsg-1.6+deb12u1
imagemagick-6.q16==8:6.9.11.60+dfsg-1.6 | imagemagick-6.q16==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickcore-6-arch-config:amd64==8:6.9.11.60+dfsg-1.6 | libmagickcore-6-arch-config:amd64==8:6.9.11.60+dfsg-1.6+deb12
libmagickcore-6-headers==8:6.9.11.60+dfsg-1.6 | libmagickcore-6-headers==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickcore-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6 | libmagickcore-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickcore-6.q16-6-extra:amd64==8:6.9.11.60+dfsg-1.6 | libmagickcore-6.q16-6-extra:amd64==8:6.9.11.60+dfsg-1.6+deb12
libmagickcore-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6 | libmagickcore-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickcore-dev==8:6.9.11.60+dfsg-1.6 | libmagickcore-dev==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickwand-6-headers==8:6.9.11.60+dfsg-1.6 | libmagickwand-6-headers==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickwand-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6 | libmagickwand-6.q16-6:amd64==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickwand-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6 | libmagickwand-6.q16-dev:amd64==8:6.9.11.60+dfsg-1.6+deb12u1
libmagickwand-dev==8:6.9.11.60+dfsg-1.6 | libmagickwand-dev==8:6.9.11.60+dfsg-1.6+deb12u1
libpq-dev==15.5-0+deb12u1 | libpq-dev==15.6-0+deb12u1
libpq5:amd64==15.5-0+deb12u1 | libpq5:amd64==15.6-0+deb12u1
== Comparing printenv | sort ==
BUILD_DATE=20240222-122511 | BUILD_DATE=20240318-171452
GIT_COMMIT=9c637d11cb7448cd5a2fc867709ff468c991dca9 | GIT_COMMIT=bacb6e67ee517a35899e366f26a789c6f3f6b389
HOSTNAME=f4357390f3a6 | HOSTNAME=94335fac4b6a
v145 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v145
== Comparing pip list --format=freeze ==
accelerate==0.27.2 | accelerate==0.28.0
aiobotocore==2.11.2 | aiobotocore==2.12.1
arviz==0.17.0 | arviz==0.17.1
astropy-iers-data==0.2024.2.19.0.28.47 | astropy-iers-data==0.2024.3.18.0.29.47
bayespy==0.5.28 <
biopython==1.83 <
botocore==1.34.34 | botocore==1.34.51
catboost==1.2.2 | catboost==1.2.3
cmudict==1.0.18 | cmudict==1.0.21
colorcet==3.0.1 | colorcet==3.1.0
contextily==1.5.0 | contextily==1.5.2
cuda-python==12.3.0 | cuda-python==12.4.0
cysignals==1.11.4 <
dask==2024.2.0 | dask==2024.3.1
> dask-expr==1.0.4
Delorean==1.0.0 <
dipy==1.8.0 | dipy==1.9.0
earthengine-api==0.1.391 | earthengine-api==0.1.394
easydict==1.12 | easydict==1.13
fbpca==1.0 <
featuretools==1.29.0 | featuretools==1.30.0
fiona==1.9.5 | fiona==1.9.6
flax==0.8.1 | flax==0.8.2
folium==0.15.1 | folium==0.16.0
fsspec==2024.2.0 | fsspec==2024.3.0
fury==0.9.0 | fury==0.10.0
google-api-python-client==2.118.0 | google-api-python-client==2.122.0
google-cloud-language==2.13.1 | google-cloud-language==2.13.3
google-cloud-videointelligence==2.13.1 | google-cloud-videointelligence==2.13.3
google-generativeai==0.3.2 | google-generativeai==0.4.1
graphviz==0.20.1 | graphviz==0.20.2
h2o==3.44.0.3 | h2o==3.46.0.1
hmmlearn==0.3.0 | hmmlearn==0.3.2
huggingface-hub==0.20.3 | huggingface-hub==0.21.4
humanize==4.9.0 <
ipyvue==1.10.1 | ipyvue==1.10.2
ipyvuetify==1.8.10 | ipyvuetify==1.9.2
jupyter_server==2.12.5 | jupyter_server==2.13.0
jupyterlab==4.1.2 | jupyterlab==4.1.5
jupyterlab-lsp==5.0.3 | jupyterlab-lsp==5.1.0
kagglehub==0.1.9 | kagglehub==0.2.0
keras-nlp==0.8.1 | keras-nlp==0.8.2
kornia==0.7.1 | kornia==0.7.2
> kornia_rs==0.1.2
marisa-trie==1.1.0 <
marshmallow==3.20.2 | marshmallow==3.21.1
nibabel==5.2.0 | nibabel==5.2.1
optax==0.1.9 | optax==0.2.1
optuna==3.5.0 | optuna==3.6.0
orbax-checkpoint==0.5.3 | orbax-checkpoint==0.5.6
orderedmultidict==1.0.1 <
plotnine==0.13.0 | plotnine==0.13.2
pluggy==1.3.0 | pluggy==1.4.0
polars==0.20.10 | polars==0.20.15
progressbar2==4.3.2 | progressbar2==4.4.2
PyAstronomy==0.20.0 | PyAstronomy==0.21.0
pyfasttext==0.4.6 <
pygltflib==1.16.1 | pygltflib==1.16.2
pylint==3.0.3 | pylint==3.0.4
pypdf==4.0.2 | pypdf==4.1.0
pytest==8.0.1 | pytest==8.1.1
python-dateutil==2.8.2 | python-dateutil==2.9.0.post0
python-lsp-server==1.10.0 | python-lsp-server==1.10.1
pytorch-lightning==2.2.0.post0 | pytorch-lightning==2.2.1
quantecon==0.7.1 | quantecon==0.7.2
rapidfuzz==3.6.1 | rapidfuzz==3.6.2
rich-click==1.7.3 | rich-click==1.7.4
s3fs==2024.2.0 | s3fs==2024.3.0
scikit-optimize==0.9.0 | scikit-optimize==0.10.1
sentry-sdk==1.40.5 | sentry-sdk==1.42.0
smhasher==0.150.1 <
tensorstore==0.1.53 | tensorstore==0.1.56
tf-keras==2.15.0 | tf_keras==2.15.1
tomlkit==0.12.3 | tomlkit==0.12.4
torchmetrics==1.3.1 | torchmetrics==1.3.2
transformers==4.38.1 | transformers==4.38.2
tzlocal==5.2 <
urwid==2.6.4 | urwid==2.6.9
urwid_readline==0.13 | urwid_readline==0.14
wandb==0.16.3 | wandb==0.16.4
woodwork==0.28.0 | woodwork==0.29.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libuv1:amd64==1.34.2-1ubuntu1.3 | libuv1:amd64==1.34.2-1ubuntu1.5
openjdk-11-jre:amd64==11.0.21+9-0ubuntu1~20.04 | openjdk-11-jre:amd64==11.0.22+7-0ubuntu2~20.04.1
openjdk-11-jre-headless:amd64==11.0.21+9-0ubuntu1~20.04 | openjdk-11-jre-headless:amd64==11.0.22+7-0ubuntu2~20.04.1
== Comparing printenv | sort ==
BUILD_DATE=20240222-122512 | BUILD_DATE=20240318-171459
GIT_COMMIT=9c637d11cb7448cd5a2fc867709ff468c991dca9 | GIT_COMMIT=bacb6e67ee517a35899e366f26a789c6f3f6b389
HOSTNAME=6afbc0c0b8ba | HOSTNAME=3164e2da7e17
v145 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v145
== Comparing pip list --format=freeze ==
accelerate==0.27.2 | accelerate==0.28.0
aiobotocore==2.11.2 | aiobotocore==2.12.1
arviz==0.17.0 | arviz==0.17.1
astropy-iers-data==0.2024.2.19.0.28.47 | astropy-iers-data==0.2024.3.18.0.29.47
bayespy==0.5.28 <
biopython==1.83 <
botocore==1.34.34 | botocore==1.34.51
catboost==1.2.2 | catboost==1.2.3
cmudict==1.0.18 | cmudict==1.0.21
colorcet==3.0.1 | colorcet==3.1.0
conda==23.11.0 | conda==24.1.2
contextily==1.5.0 | contextily==1.5.2
cysignals==1.11.4 <
dask==2024.2.0 | dask==2024.3.1
> dask-expr==1.0.4
Delorean==1.0.0 <
dipy==1.8.0 | dipy==1.9.0
earthengine-api==0.1.391 | earthengine-api==0.1.394
easydict==1.12 | easydict==1.13
fbpca==1.0 <
featuretools==1.29.0 | featuretools==1.30.0
fiona==1.9.5 | fiona==1.9.6
flax==0.8.1 | flax==0.8.2
folium==0.15.1 | folium==0.16.0
fsspec==2024.2.0 | fsspec==2024.3.0
fury==0.9.0 | fury==0.10.0
google-api-python-client==2.118.0 | google-api-python-client==2.122.0
google-cloud-language==2.13.1 | google-cloud-language==2.13.3
google-cloud-videointelligence==2.13.1 | google-cloud-videointelligence==2.13.3
google-generativeai==0.3.2 | google-generativeai==0.4.1
graphviz==0.20.1 | graphviz==0.20.2
h2o==3.44.0.3 | h2o==3.46.0.1
hmmlearn==0.3.0 | hmmlearn==0.3.2
huggingface-hub==0.20.3 | huggingface-hub==0.21.4
humanize==4.9.0 <
ipyvue==1.10.1 | ipyvue==1.10.2
ipyvuetify==1.8.10 | ipyvuetify==1.9.2
jax==0.4.24 | jax==0.4.25
jaxlib==0.4.24 | jaxlib==0.4.25
jupyter_server==2.12.5 | jupyter_server==2.13.0
jupyterlab==4.1.2 | jupyterlab==4.1.5
jupyterlab-lsp==5.0.3 | jupyterlab-lsp==5.1.0
kagglehub==0.1.9 | kagglehub==0.2.0
keras-nlp==0.8.1 | keras-nlp==0.8.2
kornia==0.7.1 | kornia==0.7.2
> kornia_rs==0.1.2
libmambapy==1.5.6 | libmambapy==1.5.7
mamba==1.5.6 | mamba==1.5.7
marisa-trie==1.1.0 <
marshmallow==3.20.2 | marshmallow==3.21.1
nibabel==5.2.0 | nibabel==5.2.1
optax==0.1.9 | optax==0.2.1
optuna==3.5.0 | optuna==3.6.0
orbax-checkpoint==0.5.3 | orbax-checkpoint==0.5.6
orderedmultidict==1.0.1 <
pandas==2.2.0 | pandas==2.2.1
plotnine==0.13.0 | plotnine==0.13.2
pluggy==1.3.0 | pluggy==1.4.0
polars==0.20.10 | polars==0.20.15
progressbar2==4.3.2 | progressbar2==4.4.2
pyarrow==15.0.0 | pyarrow==15.0.2
PyAstronomy==0.20.0 | PyAstronomy==0.21.0
pyfasttext==0.4.6 <
pygltflib==1.16.1 | pygltflib==1.16.2
pylint==3.0.3 | pylint==3.0.4
pypdf==4.0.2 | pypdf==4.1.0
pytest==8.0.1 | pytest==8.1.1
python-dateutil==2.8.2 | python-dateutil==2.9.0.post0
python-lsp-server==1.10.0 | python-lsp-server==1.10.1
pytorch-lightning==2.2.0.post0 | pytorch-lightning==2.2.1
quantecon==0.7.1 | quantecon==0.7.2
rapidfuzz==3.6.1 | rapidfuzz==3.6.2
rich-click==1.7.3 | rich-click==1.7.4
s3fs==2024.2.0 | s3fs==2024.3.0
scikit-optimize==0.9.0 | scikit-optimize==0.10.1
sentry-sdk==1.40.5 | sentry-sdk==1.42.0
smhasher==0.150.1 <
tensorstore==0.1.53 | tensorstore==0.1.56
tf-keras==2.15.0 | tf_keras==2.15.1
tomlkit==0.12.3 | tomlkit==0.12.4
torchmetrics==1.3.1 | torchmetrics==1.3.2
transformers==4.38.1 | transformers==4.38.2
tzlocal==5.2 <
urwid==2.6.4 | urwid==2.6.9
urwid_readline==0.13 | urwid_readline==0.14
wandb==0.16.3 | wandb==0.16.4
woodwork==0.28.0 | woodwork==0.29.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libuv1:amd64==1.34.2-1ubuntu1.3 | libuv1:amd64==1.34.2-1ubuntu1.5
openjdk-11-jre:amd64==11.0.21+9-0ubuntu1~20.04 | openjdk-11-jre:amd64==11.0.22+7-0ubuntu2~20.04.1
openjdk-11-jre-headless:amd64==11.0.21+9-0ubuntu1~20.04 | openjdk-11-jre-headless:amd64==11.0.22+7-0ubuntu2~20.04.1
== Comparing printenv | sort ==
BUILD_DATE=20240222-122511 | BUILD_DATE=20240318-171452
GIT_COMMIT=9c637d11cb7448cd5a2fc867709ff468c991dca9 | GIT_COMMIT=bacb6e67ee517a35899e366f26a789c6f3f6b389
HOSTNAME=c1e8ecef3d19 | HOSTNAME=35c062ffdea6
v144 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v144
== Comparing pip list --format=freeze ==
accelerate==0.26.1 | accelerate==0.27.2
aiobotocore==2.11.0 | aiobotocore==2.11.2
albumentations==1.3.1 | albumentations==1.4.0
astroid==3.0.2 | astroid==3.0.3
astropy-iers-data==0.2024.1.22.0.30.30 | astropy-iers-data==0.2024.2.19.0.28.47
bayespy==0.5.26 | bayespy==0.5.28
bidict==0.22.1 | bidict==0.23.1
blosc2==2.4.0 | blosc2==2.5.1
bokeh==3.3.3 | bokeh==3.3.4
botocore==1.34.22 | botocore==1.34.34
bqplot==0.12.42 | bqplot==0.12.43
branca==0.7.0 | branca==0.7.1
certifi==2023.11.17 | certifi==2024.2.2
cmdstanpy==1.2.0 | cmdstanpy==1.2.1
cmudict==1.0.16 | cmudict==1.0.18
colorlog==6.8.0 | colorlog==6.8.2
cytoolz==0.12.2 | cytoolz==0.12.3
dask==2024.1.0 | dask==2024.2.0
dataclasses-json==0.6.3 | dataclasses-json==0.6.4
dill==0.3.7 | dill==0.3.8
distributed==2024.1.0 <
docstring-to-markdown==0.13 | docstring-to-markdown==0.15
earthengine-api==0.1.386 | earthengine-api==0.1.391
easydict==1.11 | easydict==1.12
ecos==2.0.12 | ecos==2.0.13
emoji==2.10.0 | emoji==2.10.1
fastai==2.7.13 | fastai==2.7.14
featuretools==1.28.0 | featuretools==1.29.0
Flask==3.0.1 | Flask==3.0.2
flax==0.7.5 | flax==0.8.1
fsspec==2023.12.2 | fsspec==2024.2.0
future==0.18.3 | future==1.0.0
geopandas==0.14.2 | geopandas==0.14.3
geoviews==1.11.0 | geoviews==1.11.1
google-api-python-client==2.115.0 | google-api-python-client==2.118.0
google-cloud-language==2.12.0 | google-cloud-language==2.13.1
google-cloud-videointelligence==2.12.0 | google-cloud-videointelligence==2.13.1
holoviews==1.18.1 | holoviews==1.18.3
> httpcore==1.0.4
> httpx==0.27.0
igraph==0.11.3 | igraph==0.11.4
imbalanced-learn==0.11.0 | imbalanced-learn==0.12.0
jax==0.4.23 | jax==0.4.24
jaxlib==0.4.23 | jaxlib==0.4.24
jupyterlab==4.0.11 | jupyterlab==4.1.2
jupyterlab-lsp==5.0.2 | jupyterlab-lsp==5.0.3
kaggle==1.6.3 | kaggle==1.6.6
kagglehub==0.1.6 | kagglehub==0.1.9
keras==2.15.0 | keras==3.0.5
keras-core==0.1.7 | keras-cv==0.8.2
keras-cv==0.8.1 | keras-nlp==0.8.1
keras-nlp==0.7.0 <
Levenshtein==0.23.0 | Levenshtein==0.25.0
linkify-it-py==2.0.2 | linkify-it-py==2.0.3
Mako==1.3.1 | Mako==1.3.2
matplotlib==3.7.4 | matplotlib==3.7.5
matplotlib-venn==0.11.9 | matplotlib-venn==0.11.10
mizani==0.9.3 | mizani==0.11.0
multiprocess==0.70.15 | multiprocess==0.70.16
ndindex==1.7 | ndindex==1.8
nilearn==0.10.2 | nilearn==0.10.3
numexpr==2.8.8 | numexpr==2.9.0
numpy==1.24.4 | numpy==1.26.4
optax==0.1.8 | optax==0.1.9
orbax-checkpoint==0.4.4 | orbax-checkpoint==0.5.3
osmnx==1.8.1 | osmnx==1.9.1
panel==1.3.7 | panel==1.3.8
path==16.9.0 | path==16.10.0
pathos==0.3.1 | pathos==0.3.2
platformdirs==4.1.0 | platformdirs==4.2.0
plotnine==0.12.4 | plotnine==0.13.0
polars==0.20.5 | polars==0.20.10
pooch==1.8.0 | pooch==1.8.1
pox==0.3.3 | pox==0.3.4
ppft==1.7.6.7 | ppft==1.7.6.8
pypdf==4.0.0 | pypdf==4.0.2
pysal==23.7 | pysal==24.1
pytest==7.4.4 | pytest==8.0.1
python-Levenshtein==0.23.0 | python-Levenshtein==0.25.0
python-slugify==8.0.1 | python-slugify==8.0.4
python-utils==3.8.1 | python-utils==3.8.2
pytorch-lightning==2.1.3 | pytorch-lightning==2.2.0.post0
s3fs==2023.12.2 | s3fs==2024.2.0
sentencepiece==0.1.99 | sentencepiece==0.2.0
sentry-sdk==1.39.2 | sentry-sdk==1.40.5
shap==0.44.0 | shap==0.44.1
sortedcontainers==2.4.0 <
spacy==3.7.2 | spacy==3.7.4
spaghetti==1.7.4 | spaghetti==1.7.5.post1
tblib==3.0.0 <
tensorflow-hub==0.15.0 | tensorflow-hub==0.16.1
tensorflowjs==4.16.0 <
tensorstore==0.1.45 | tensorstore==0.1.53
textblob==0.17.1 | textblob==0.18.0.post0
> tf-keras==2.15.0
> tfp-nightly==0.24.0.dev0
thinc==8.2.2 | thinc==8.2.3
timm==0.9.12 | timm==0.9.16
tokenizers==0.15.1 | tokenizers==0.15.2
toolz==0.12.0 | toolz==0.12.1
torchdata==0.7.1+cpu | torchdata==0.7.1
torchmetrics==1.3.0.post0 | torchmetrics==1.3.1
transformers==4.37.0 | transformers==4.38.1
tsfresh==0.20.1 | tsfresh==0.20.2
uc-micro-py==1.0.2 | uc-micro-py==1.0.3
urwid==2.4.6 | urwid==2.6.4
wandb==0.16.2 | wandb==0.16.3
woodwork==0.27.0 | woodwork==0.28.0
wurlitzer==3.0.3 | xarray==2024.2.0
xarray==2024.1.0 <
zict==3.0.0 <
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
unzip==6.0-25ubuntu1.1 | unzip==6.0-25ubuntu1.2
xserver-common==2:1.20.13-1ubuntu1~20.04.14 | xserver-common==2:1.20.13-1ubuntu1~20.04.15
xvfb==2:1.20.13-1ubuntu1~20.04.14 | xvfb==2:1.20.13-1ubuntu1~20.04.15
== Comparing printenv | sort ==
BUILD_DATE=20240123-190324 | BUILD_DATE=20240222-122511
GIT_COMMIT=817071677e224807955b14f8997e24ce1e4061f9 | GIT_COMMIT=9c637d11cb7448cd5a2fc867709ff468c991dca9
HOSTNAME=0a0320a7960f | HOSTNAME=ad24a2f85f63
v144 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v144
== Comparing pip list --format=freeze ==
accelerate==0.26.1 | accelerate==0.27.2
aiobotocore==2.11.0 | aiobotocore==2.11.2
albumentations==1.3.1 | albumentations==1.4.0
astroid==3.0.2 | astroid==3.0.3
astropy-iers-data==0.2024.1.22.0.30.30 | astropy-iers-data==0.2024.2.19.0.28.47
bayespy==0.5.26 | bayespy==0.5.28
bidict==0.22.1 | bidict==0.23.1
blosc2==2.4.0 | blosc2==2.5.1
bokeh==3.3.3 | bokeh==3.3.4
botocore==1.34.22 | botocore==1.34.34
bqplot==0.12.42 | bqplot==0.12.43
branca==0.7.0 | branca==0.7.1
certifi==2023.11.17 | certifi==2024.2.2
cmdstanpy==1.2.0 | cmdstanpy==1.2.1
cmudict==1.0.16 | cmudict==1.0.18
colorlog==6.8.0 | colorlog==6.8.2
cytoolz==0.12.2 | cytoolz==0.12.3
dask==2024.1.0 | dask==2024.2.0
dataclasses-json==0.6.3 | dataclasses-json==0.6.4
dill==0.3.7 | dill==0.3.8
distributed==2024.1.0 | distributed==2023.7.1
docstring-to-markdown==0.13 | docstring-to-markdown==0.15
earthengine-api==0.1.386 | earthengine-api==0.1.391
easydict==1.11 | easydict==1.12
ecos==2.0.12 | ecos==2.0.13
emoji==2.10.0 | emoji==2.10.1
fastai==2.7.13 | fastai==2.7.14
featuretools==1.28.0 | featuretools==1.29.0
Flask==3.0.1 | Flask==3.0.2
flax==0.7.5 | flax==0.8.1
fsspec==2023.12.2 | fsspec==2024.2.0
future==0.18.3 | future==1.0.0
geopandas==0.14.2 | geopandas==0.14.3
geoviews==1.11.0 | geoviews==1.11.1
google-api-python-client==2.115.0 | google-api-python-client==2.118.0
google-cloud-language==2.12.0 | google-cloud-language==2.13.1
google-cloud-videointelligence==2.12.0 | google-cloud-videointelligence==2.13.1
holoviews==1.18.1 | holoviews==1.18.3
> httpcore==1.0.4
> httpx==0.27.0
igraph==0.11.3 | igraph==0.11.4
imbalanced-learn==0.11.0 | imbalanced-learn==0.12.0
jupyterlab==4.0.11 | jupyterlab==4.1.2
jupyterlab-lsp==5.0.2 | jupyterlab-lsp==5.0.3
kaggle==1.6.3 | kaggle==1.6.6
kagglehub==0.1.6 | kagglehub==0.1.9
keras==2.15.0 | keras==3.0.5
keras-core==0.1.7 | keras-cv==0.8.2
keras-cv==0.8.1 | keras-nlp==0.8.1
keras-nlp==0.7.0 <
Levenshtein==0.23.0 | Levenshtein==0.25.0
linkify-it-py==2.0.2 | linkify-it-py==2.0.3
Mako==1.3.1 | Mako==1.3.2
matplotlib==3.7.4 | matplotlib==3.7.5
matplotlib-venn==0.11.9 | matplotlib-venn==0.11.10
mizani==0.9.3 | mizani==0.11.0
multiprocess==0.70.15 | multiprocess==0.70.16
ndindex==1.7 | ndindex==1.8
nilearn==0.10.2 | nilearn==0.10.3
numexpr==2.8.8 | numexpr==2.9.0
numpy==1.24.4 | numpy==1.26.4
nvtx==0.2.8 | nvtx==0.2.10
optax==0.1.8 | optax==0.1.9
orbax-checkpoint==0.4.4 | orbax-checkpoint==0.5.3
osmnx==1.8.1 | osmnx==1.9.1
panel==1.3.7 | panel==1.3.8
path==16.9.0 | path==16.10.0
pathos==0.3.1 | pathos==0.3.2
platformdirs==4.1.0 | platformdirs==4.2.0
plotnine==0.12.4 | plotnine==0.13.0
polars==0.20.5 | polars==0.20.10
pooch==1.8.0 | pooch==1.8.1
pox==0.3.3 | pox==0.3.4
ppft==1.7.6.7 | ppft==1.7.6.8
pypdf==4.0.0 | pypdf==4.0.2
pysal==23.7 | pysal==24.1
pytest==7.4.4 | pytest==8.0.1
python-Levenshtein==0.23.0 | python-Levenshtein==0.25.0
python-slugify==8.0.1 | python-slugify==8.0.4
python-utils==3.8.1 | python-utils==3.8.2
pytorch-lightning==2.1.3 | pytorch-lightning==2.2.0.post0
s3fs==2023.12.2 | s3fs==2024.2.0
sentencepiece==0.1.99 | sentencepiece==0.2.0
sentry-sdk==1.39.2 | sentry-sdk==1.40.5
shap==0.44.0 | shap==0.44.1
spaghetti==1.7.4 | spaghetti==1.7.5.post1
tensorflow-hub==0.15.0 | tensorflow-hub==0.16.1
tensorflowjs==4.16.0 <
tensorstore==0.1.45 | tensorstore==0.1.53
textblob==0.17.1 | textblob==0.18.0.post0
> tf-keras==2.15.0
> tfp-nightly==0.24.0.dev0
timm==0.9.12 | timm==0.9.16
tokenizers==0.15.1 | tokenizers==0.15.2
toolz==0.12.0 | toolz==0.12.1
torchmetrics==1.3.0.post0 | torchmetrics==1.3.1
transformers==4.37.0 | transformers==4.38.1
tsfresh==0.20.1 | tsfresh==0.20.2
uc-micro-py==1.0.2 | uc-micro-py==1.0.3
urwid==2.4.6 | urwid==2.6.4
wandb==0.16.2 | wandb==0.16.3
woodwork==0.27.0 | woodwork==0.28.0
wurlitzer==3.0.3 | xarray==2024.2.0
xarray==2024.1.0 <
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
unzip==6.0-25ubuntu1.1 | unzip==6.0-25ubuntu1.2
xserver-common==2:1.20.13-1ubuntu1~20.04.14 | xserver-common==2:1.20.13-1ubuntu1~20.04.15
xvfb==2:1.20.13-1ubuntu1~20.04.14 | xvfb==2:1.20.13-1ubuntu1~20.04.15
== Comparing printenv | sort ==
BUILD_DATE=20240123-190345 | BUILD_DATE=20240222-122512
> CUDA_HOME=/usr/local/cuda
CUDA_PATH=/opt/conda <
GIT_COMMIT=817071677e224807955b14f8997e24ce1e4061f9 | GIT_COMMIT=9c637d11cb7448cd5a2fc867709ff468c991dca9
HOSTNAME=f5deff12e402 | HOSTNAME=0fd57309f558
v144 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v144
== Comparing pip list --format=freeze ==
accelerate==0.26.1 | accelerate==0.27.2
aiosqlite==0.19.0 | aiosqlite==0.20.0
anyio==4.2.0 | anyio==4.3.0
astroid==3.0.2 | astroid==3.0.3
certifi==2023.11.17 | certifi==2024.2.2
debugpy==1.8.0 | debugpy==1.8.1
diffusers==0.25.1 | diffusers==0.26.3
dill==0.3.7 | dill==0.3.8
docstring-to-markdown==0.13 | docstring-to-markdown==0.15
etils==1.6.0 | etils==1.7.0
flax==0.7.4 | flax==0.8.1
fonttools==4.47.2 | fonttools==4.49.0
fsspec==2023.12.2 | fsspec==2024.2.0
google-api-core==1.34.0 | google-api-core==1.34.1
google-auth==2.26.2 | google-auth==2.28.1
grpcio==1.60.0 | grpcio==1.62.0
ipykernel==6.29.0 | ipykernel==6.29.2
ipython==8.20.0 | ipython==8.22.0
jax==0.4.17 | jax==0.4.23
jaxlib==0.4.17 | jaxlib==0.4.23
json5==0.9.14 | json5==0.9.17
jupyterlab_server==2.25.2 | jupyterlab_server==2.25.3
kagglehub==0.1.6 | kagglehub==0.1.9
keras==3.0.4 | keras==3.0.5
keras-cv==0.8.1 | keras-cv==0.8.2
keras-nlp==0.7.0 | keras-nlp==0.8.1
libtpu-nightly==0.1.dev20231003 | libtpu-nightly==0.1.dev20231213
llvmlite==0.41.1 | llvmlite==0.42.0
MarkupSafe==2.1.4 | MarkupSafe==2.1.5
matplotlib==3.8.2 | matplotlib==3.8.3
nbconvert==7.14.2 | nbconvert==7.16.1
notebook_shim==0.2.3 | notebook_shim==0.2.4
numba==0.58.1 | numba==0.59.0
numpy==1.26.3 | numpy==1.26.4
optax==0.1.8 | optax==0.1.9
overrides==7.6.0 | overrides==7.7.0
platformdirs==4.1.0 | platformdirs==4.2.0
pluggy==1.3.0 | pluggy==1.4.0
pooch==1.8.0 | pooch==1.8.1
prometheus-client==0.19.0 | prometheus_client==0.20.0
pytz==2023.3.post1 | pytz==2024.1
referencing==0.32.1 | referencing==0.33.0
rpds-py==0.17.1 | rpds-py==0.18.0
scikit-learn==1.4.0 | scikit-learn==1.4.1.post1
tensorboard==2.15.1 | tensorboard==2.15.2
tensorflow-hub==0.16.0 | tensorflow-hub==0.16.1
tensorflow-io==0.35.0 | tensorflow-io==0.36.0
tensorflow-io-gcs-filesystem==0.35.0 | tensorflow-io-gcs-filesystem==0.36.0
threadpoolctl==3.2.0 | tf-keras==2.15.0
> threadpoolctl==3.3.0
tokenizers==0.15.1 | tokenizers==0.15.2
toolz==0.12.0 | toolz==0.12.1
tqdm==4.66.1 | tqdm==4.66.2
transformers==4.37.0 | transformers==4.38.1
tzdata==2023.4 | tzdata==2024.1
urllib3==2.1.0 | urllib3==2.2.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==12.4+deb12u4 | base-files==12.4+deb12u5
libc-bin==2.36-9+deb12u3 | libc-bin==2.36-9+deb12u4
libc-dev-bin==2.36-9+deb12u3 | libc-dev-bin==2.36-9+deb12u4
libc6:amd64==2.36-9+deb12u3 | libc6:amd64==2.36-9+deb12u4
libc6-dev:amd64==2.36-9+deb12u3 | libc6-dev:amd64==2.36-9+deb12u4
libde265-0:amd64==1.0.11-1+deb12u1 | libde265-0:amd64==1.0.11-1+deb12u2
libgnutls30:amd64==3.7.9-2+deb12u1 | libgnutls30:amd64==3.7.9-2+deb12u2
libisl23:amd64==0.25-1 | libisl23:amd64==0.25-1.1
libmariadb-dev==1:10.11.4-1~deb12u1 | libmariadb-dev==1:10.11.6-0+deb12u1
libmariadb-dev-compat==1:10.11.4-1~deb12u1 | libmariadb-dev-compat==1:10.11.6-0+deb12u1
libmariadb3:amd64==1:10.11.4-1~deb12u1 | libmariadb3:amd64==1:10.11.6-0+deb12u1
libsystemd0:amd64==252.19-1~deb12u1 | libsystemd0:amd64==252.22-1~deb12u1
libudev1:amd64==252.19-1~deb12u1 | libudev1:amd64==252.22-1~deb12u1
linux-libc-dev:amd64==6.1.69-1 | linux-libc-dev:amd64==6.1.76-1
mariadb-common==1:10.11.4-1~deb12u1 | mariadb-common==1:10.11.6-0+deb12u1
tar==1.34+dfsg-1.2 | tar==1.34+dfsg-1.2+deb12u1
tzdata==2023c-5+deb12u1 | tzdata==2024a-0+deb12u1
usr-is-merged==35 | usr-is-merged==37~deb12u1
== Comparing printenv | sort ==
BUILD_DATE=20240123-190324 | BUILD_DATE=20240222-122511
GIT_COMMIT=817071677e224807955b14f8997e24ce1e4061f9 | GIT_COMMIT=9c637d11cb7448cd5a2fc867709ff468c991dca9
HOSTNAME=b479798868b5 | HOSTNAME=03a58d4457a5
PYTHON_GET_PIP_SHA256=7cfd4bdc4d475ea971f1c0710a5953bcc704d17 | PYTHON_GET_PIP_SHA256=dfe9fd5c28dc98b5ac17979a953ea550cec37ae
PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/049c52 | PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/dbf0c8