Releases: Kaggle/docker-python
Releases · Kaggle/docker-python
v156 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v156
== Comparing pip list --format=freeze ==
accelerate==0.34.2 | accelerate==1.2.1
> aiobotocore==2.17.0
aiohappyeyeballs==2.4.0 | aiohappyeyeballs==2.4.4
aiohttp==3.10.5 | aiohttp==3.11.10
aiosignal==1.3.1 | aioitertools==0.12.0
> aiosignal==1.3.2
alabaster==0.7.16 | alabaster==1.0.0
albucore==0.0.16 | albucore==0.0.19
albumentations==1.4.15 | albumentations==1.4.20
arviz==0.19.0 | arviz==0.20.0
astropy==6.1.3 | astropy==6.1.7
astropy-iers-data==0.2024.9.16.0.32.21 | astropy-iers-data==0.2024.12.16.0.35.48
attrs==24.2.0 | attrs==24.3.0
bayesian-optimization==2.0.1 | bayesian-optimization==2.0.3
bidict==0.23.1 | bigframes==1.29.0
bigframes==1.17.0 | bigquery-magics==0.4.0
bigquery-magics==0.2.0 | bleach==6.2.0
bleach==6.1.0 | blinker==1.9.0
blinker==1.4 <
blosc2==2.0.0 | blosc2==2.7.1
bokeh==3.4.3 | bokeh==3.6.2
boto3==1.35.83 | boto3==1.35.93
botocore==1.35.83 | botocore==1.35.93
> Bottleneck==1.4.2
branca==0.7.2 | branca==0.8.1
build==1.2.2 | CacheControl==0.14.1
CacheControl==0.14.0 <
category-encoders==2.6.4 | category_encoders==2.7.0
certifi==2024.8.30 | certifi==2024.12.14
charset-normalizer==3.3.2 | charset-normalizer==3.4.0
chex==0.1.86 | chex==0.1.88
cloudpathlib==0.19.0 | cloudpathlib==0.20.0
cmake==3.30.3 | cmake==3.31.2
cmdstanpy==1.2.4 | cmdstanpy==1.2.5
contextlib2==21.6.0 | contourpy==1.3.1
contourpy==1.3.0 | coverage==7.6.10
coverage==7.6.9 | cryptography==43.0.3
cryptography==43.0.1 <
cudf-cu12==24.4.1 | cudf-cu12==24.12.0
> cuml-cu12==24.12.0
> cuvs-cu12==24.12.0
cvxpy==1.5.3 | cvxpy==1.6.0
cymem==2.0.8 | cymem==2.0.10
dask==2024.12.1 | dask==2024.11.2
dask-expr==1.1.21 | dask-cuda==24.12.0
> dask-cudf-cu12==24.12.0
> dask-expr==1.1.19
db-dtypes==1.3.0 | db-dtypes==1.3.1
debugpy==1.6.6 | debugpy==1.8.0
> diffusers==0.31.0
distributed==2024.8.0 | distributed==2024.11.2
distro==1.7.0 | distributed-ucxx-cu12==0.41.0
> distro==1.9.0
docutils==0.18.1 | docutils==0.21.2
dopamine_rl==4.0.9 | dopamine_rl==4.1.0
duckdb==1.1.0 | duckdb==1.1.3
earthengine-api==1.0.0 | earthengine-api==1.4.3
ecos==2.0.14 <
et-xmlfile==1.1.0 | et_xmlfile==2.0.0
etils==1.9.4 | etils==1.11.0
fastai==2.7.17 | fastai==2.7.18
fastjsonschema==2.20.0 | fastjsonschema==2.21.1
firebase-admin==6.5.0 | firebase-admin==6.6.0
Flask==2.2.5 | Flask==3.1.0
flax==0.8.4 | flax==0.8.5
folium==0.17.0 | folium==0.19.2
fonttools==4.53.1 | fonttools==4.55.3
frozendict==2.4.4 | frozendict==2.4.6
frozenlist==1.4.1 | frozenlist==1.5.0
fsspec==2024.6.1 | fsspec==2024.9.0
gcsfs==2024.6.1 | gcsfs==2024.10.0
geemap==0.34.2 | geemap==0.35.1
geojson==3.1.0 | geojson==3.2.0
google-ai-generativelanguage==0.6.6 | google-ai-generativelanguage==0.6.10
google-api-python-client==2.137.0 | google-api-python-client==2.155.0
google-cloud-aiplatform==1.67.1 | google-cloud-aiplatform==1.74.0
google-cloud-bigquery-connection==1.15.5 | google-cloud-bigquery-connection==1.17.0
google-cloud-bigtable==2.26.0 | google-cloud-bigtable==2.27.0
google-cloud-datastore==2.19.0 | google-cloud-datastore==2.20.2
google-cloud-firestore==2.16.1 | google-cloud-firestore==2.19.0
google-cloud-functions==1.16.5 | google-cloud-functions==1.19.0
google-cloud-iam==2.15.2 | google-cloud-iam==2.17.0
google-cloud-language==2.13.4 | google-cloud-language==2.16.0
google-cloud-pubsub==2.23.1 | google-cloud-pubsub==2.27.1
google-cloud-resource-manager==1.12.5 | google-cloud-resource-manager==1.14.0
google-cloud-storage==2.8.0 | google-cloud-storage==2.14.0
google-genai==0.3.0 | google-genai==0.2.2
google-generativeai==0.7.2 | google-generativeai==0.8.3
googleapis-common-protos==1.65.0 | googleapis-common-protos==1.66.0
greenlet==3.1.0 | greenlet==3.1.1
grpcio==1.64.1 | grpcio==1.68.1
> h11==0.14.0
h5netcdf==1.3.0 | h5netcdf==1.4.1
h5py==3.11.0 | h5py==3.12.1
holidays==0.57 | hf_transfer==0.1.9
holoviews==1.19.1 | holidays==0.63
> holoviews==1.20.0
> httpcore==1.0.7
huggingface-hub==0.24.7 | httpx==0.28.1
humanize==4.10.0 | huggingface-hub==0.27.0
> humanize==4.11.0
ibis-framework==8.0.0 | ibis-framework==9.2.0
imageio==2.35.1 | imageio==2.36.1
imbalanced-learn==0.12.3 | imbalanced-learn==0.12.4
immutabledict==4.2.0 | immutabledict==4.2.1
intel-cmplr-lib-ur==2024.2.1 | intel-cmplr-lib-rt==2024.2.0
intel-openmp==2024.2.1 | intel-cmplr-lib-ur==2024.2.0
> intel-openmp==2024.2.0
ipympl==0.9.5 | ipympl==0.9.6
jax==0.4.26 | jax==0.4.33
jaxlib==0.4.26+cuda12.cudnn89 | jax-cuda12-pjrt==0.4.33
> jax-cuda12-plugin==0.4.33
> jaxlib==0.4.33
> jiter==0.8.2
jsonpickle==3.3.0 | jsonpatch==1.33
> jsonpickle==4.0.1
jsonschema-specifications==2023.12.1 | jsonschema-specifications==2024.10.1
kagglehub==0.3.5 | kagglehub==0.3.6
keras==3.4.1 | keras==3.5.0
kornia_rs==0.1.7 | kornia_rs==0.1.8
langcodes==3.4.0 | langchain==0.3.12
> langchain-core==0.3.25
> langchain-text-splitters==0.3.3
> langcodes==3.5.0
language_data==1.2.0 | langsmith==0.2.3
> language_data==1.3.0
> libcudf-cu12==24.12.0
> libkvikio-cu12==24.12.1
> libucx-cu12==1.17.0.post1
> libucxx-cu12==0.41.0
lxml==4.9.4 | lxml==5.3.0
marisa-trie==1.2.0 | marisa-trie==1.2.1
MarkupSafe==2.1.5 | MarkupSafe==3.0.2
marshmallow==3.23.1 | marshmallow==3.24.2
matplotlib==3.7.1 | matplotlib==3.7.5
mizani==0.11.4 | mizani==0.13.1
mkl==2024.2.2 | mkl==2025.0.1
> mkl-fft==1.3.8
> mkl-random==1.2.4
> mkl-service==2.4.1
> mkl-umath==0.1.1
mlxtend==0.23.1 | mlxtend==0.23.3
mne==1.8.0 | mne==1.9.0
msgpack==1.0.8 | msgpack==1.1.0
murmurhash==1.0.10 | murmurhash==1.0.11
music21==9.1.0 | music21==9.3.0
> ndindex==1.9.2
networkx==3.3 | networkx==3.4.2
nibabel==5.2.1 | nibabel==5.3.2
numexpr==2.10.1 | numba-cuda==0.0.17.1
> numexpr==2.10.2
> nvidia-cublas-cu12==12.6.4.1
> nvidia-cuda-cupti-cu12==12.6.80
> nvidia-cuda-nvcc-cu12==12.6.85
> nvidia-cuda-runtime-cu12==12.6.77
> nvidia-cudnn-cu12==9.6.0.74
> nvidia-cufft-cu12==11.3.0.4
> nvidia-curand-cu12==10.3.7.77
> nvidia-cusolver-cu12==11.7.1.2
> nvidia-cusparse-cu12==12.5.4.2
> nvidia-nvcomp-cu12==4.1.0.6
> nvidia-nvjitlink-cu12==12.6.85
> nx-cugraph-cu12==24.10.0
> openai==1.57.4
opt-einsum==3.3.0 | opentelemetry-api==1.29.0
optax==0.2.2 | opentelemetry-sdk==1.29.0
optree==0.12.1 | opentelemetry-semantic-conventions==0.50b0
> opt_einsum==3.4.0
> optax==0.2.4
> optree==0.13.1
osqp==0.6.7.post0 | orjson==3.10.12
> osqp==0.6.7.post3
packaging==24.1 | packaging==24.2
pandas==2.1.4 | pandas==2.2.2
pandas-gbq==0.23.1 | pandas-gbq==0.25.0
pandas-stubs==2.1.4.231227 | pandas-stubs==2.2.2.240909
panel==1.4.5 | panel==1.5.4
param==2.1.1 | param==2.2.0
path==17.0.0 | path==17.1.0
patsy==0.5.6 | patsy==1.0.1
peewee==3.17.6 | peewee==3.17.8
> peft==0.14.0
pillow==10.4.0 | pillow==11.0.0
pip-tools==7.4.1 <
plotnine==0.13.6 | plotnine==0.14.4
polars==1.6.0 | ply==3.11
> polars==1.9.0
prefetch_generator==1.0.3 <
prettytable==3.11.0 | prettytable==3.12.0
prometheus_client==0.20.0 | prometheus_client==0.21.1
prompt_toolkit==3.0.47 | prompt_toolkit==3.0.48
prophet==1.1.5 | propcache==0.2.1
proto-plus==1.24.0 | prophet==1.1.6
> proto-plus==1.25.0
psycopg2==2.9.9 | psycopg2==2.9.10
pyaml==24.12.1 | pyaml==25.1.0
pyarrow==18.1.0 | pyarrow==17.0.0
pyarrow-hotfix==0.6 <
pydantic==2.9.2 | pydantic==2.10.3
pydantic_core==2.23.4 | pydantic_core==2.27.1
pydata-google-auth==1.8.2 | pydata-google-auth==1.9.0
pydot==3.0.1 | pydot==3.0.3
pydot-ng==2.0.0 <
PyDrive2==1.20.0 | PyDrive2==1.21.3
pyerfa==2.0.1.4 | pyerfa==2.0.1.5
pygame==2.6.0 | pygame==2.6.1
> pygit2==1.16.0
PyJWT==2.9.0 | PyJWT==2.10.1
pymc==5.16.2 | pylibcudf-cu12==24.12.0
> pylibcugraph-cu12==24.10.0
> pylibraft-cu12==24.12.0
> pymc==5.19.1
pynvjitlink-cu12==0.3.0 | pynvjitlink-cu12==0.4.0
...
v156 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v156
== Comparing pip list --format=freeze ==
albucore==0.0.21 | albucore==0.0.23
albumentations==1.4.23 | albumentations==2.0.0
anyio==4.7.0 | anyio==4.8.0
array_record==0.5.1 | array_record==0.6.0
astroid==3.3.6 | astroid==3.3.8
audioread==3.0.1 <
beautifulsoup4==4.13.0b2 | beautifulsoup4==4.13.0b3
cachetools==4.2.4 <
charset-normalizer==3.4.0 | charset-normalizer==3.4.1
chex==0.1.86 | chex==0.1.88
click==8.1.7 | click==8.1.8
cloud-tpu-client==0.10 <
diffusers==0.31.0 | diffusers==0.32.1
eval_type_backport==0.2.0 <
flatbuffers==24.3.25 | flatbuffers==24.12.23
flax==0.8.4 | flax==0.10.2
fsspec==2024.10.0 | fsspec==2024.12.0
google-api-core==1.31.5 <
google-api-python-client==1.8.0 <
google-auth==1.35.0 <
google-auth-httplib2==0.2.0 <
grpcio==1.69.0rc1 | grpcio==1.69.0
httplib2==0.22.0 | huggingface-hub==0.27.1
huggingface-hub==0.27.0 | humanize==4.11.0
importlib_resources==6.4.5 | importlib_resources==6.5.2
ipython==8.30.0 | ipython==8.31.0
jax==0.4.23 | jax==0.4.34
jaxlib==0.4.23 | jaxlib==0.4.34
Jinja2==3.1.4 | Jinja2==3.1.5
jupyter_server==2.14.2 | jupyter_server==2.15.0
kagglehub==0.3.5 | kagglehub==0.3.6
keras==3.7.0 | keras==3.8.0
kiwisolver==1.4.7 | kiwisolver==1.4.8
lazy_loader==0.4 <
librosa==0.10.2.post1 | libtpu==2.18.0
libtpu-nightly==0.1.dev20231213+default | libtpu-nightly==0.1.dev20241002+nightly
llvmlite==0.44.0rc2 <
mistune==3.0.2 | mistune==3.1.0
ml-dtypes==0.3.2 | ml-dtypes==0.4.1
nbconvert==7.16.4 | nbconvert==7.16.5
numba==0.61.0rc2 | numpy==2.0.2
numpy==1.26.4 | nvidia-cublas-cu12==12.4.5.8
nvidia-cublas-cu12==12.1.3.1 | nvidia-cuda-cupti-cu12==12.4.127
nvidia-cuda-cupti-cu12==12.1.105 | nvidia-cuda-nvrtc-cu12==12.4.127
nvidia-cuda-nvrtc-cu12==12.1.105 | nvidia-cuda-runtime-cu12==12.4.127
nvidia-cuda-runtime-cu12==12.1.105 <
nvidia-cufft-cu12==11.0.2.54 | nvidia-cufft-cu12==11.2.1.3
nvidia-curand-cu12==10.3.2.106 | nvidia-curand-cu12==10.3.5.147
nvidia-cusolver-cu12==11.4.5.107 | nvidia-cusolver-cu12==11.6.1.9
nvidia-cusparse-cu12==12.1.0.106 | nvidia-cusparse-cu12==12.3.1.170
nvidia-nccl-cu12==2.20.5 | nvidia-nccl-cu12==2.21.5
nvidia-nvjitlink-cu12==12.6.85 | nvidia-nvjitlink-cu12==12.4.127
nvidia-nvtx-cu12==12.1.105 | nvidia-nvtx-cu12==12.4.127
oauth2client==4.1.3 <
optax==0.2.2 | optax==0.2.4
orbax-checkpoint==0.5.16 | orbax-checkpoint==0.11.0
pillow==11.0.0 | pillow==11.1.0
pooch==1.8.2 <
protobuf==4.25.5 | protobuf==5.29.3
psutil==6.1.0 | psutil==6.1.1
pyasn1==0.6.1 <
pyasn1_modules==0.4.1 <
Pygments==2.18.0 | Pygments==2.19.1
pylint==3.3.2 | pylint==3.3.3
pyparsing==3.2.0 | pyparsing==3.2.1
rsa==4.9 | safetensors==0.5.2
safetensors==0.4.6.dev0 <
scipy==1.15.0rc1 | scipy==1.15.0
> simplejson==3.19.3
soundfile==0.12.1 <
soxr==0.5.0.post1 <
stringzilla==3.11.2 | stringzilla==3.11.3
sympy==1.13.3 | sympy==1.13.1
tensorboard==2.16.2 | tensorboard==2.18.0
tensorflow==2.16.1 | tensorflow==2.18.0
tensorflow-text==2.17.0rc0 | tensorflow-text==2.18.1
> tensorflow_tpu==2.18.0
tf_keras==2.16.0 | tf_keras==2.18.0
torch==2.4.0 | torch==2.5.0
torch-xla==2.4.0+libtpu | torch-xla==2.5.0+libtpu
torchaudio==2.4.0 | torchaudio==2.5.0
torchvision==0.19.0 | torchvision==0.20.0
> tpu-info==0.2.0
triton==3.0.0 | triton==3.1.0
uritemplate==3.0.1 | urllib3==2.3.0
urllib3==2.2.3 <
== 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=20241219-122509 | BUILD_DATE=20250109-122510
GIT_COMMIT=54527323533b2b1755647f1ee88cfd467ee7374e | GIT_COMMIT=55c18210abfa1f3e2b75e9ffd25950ebfbbb6694
HOSTNAME=7e6699e0b807 | HOSTNAME=3d6ec4613211
PATH=/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin: | PATH=/.local/bin:/usr/local/bin:/usr/local/sbin:/usr/local/bi
v156 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v156
== Comparing pip list --format=freeze ==
accelerate==0.34.2 | accelerate==1.2.1
> aiobotocore==2.17.0
aiohappyeyeballs==2.4.0 | aiohappyeyeballs==2.4.4
aiohttp==3.10.5 | aiohttp==3.11.10
aiosignal==1.3.1 | aioitertools==0.12.0
> aiosignal==1.3.2
alabaster==0.7.16 | alabaster==1.0.0
albucore==0.0.16 | albucore==0.0.19
albumentations==1.4.15 | albumentations==1.4.20
arviz==0.19.0 | arviz==0.20.0
astropy==6.1.3 | astropy==6.1.7
astropy-iers-data==0.2024.9.16.0.32.21 | astropy-iers-data==0.2024.12.16.0.35.48
attrs==24.2.0 | attrs==24.3.0
bayesian-optimization==2.0.1 | bayesian-optimization==2.0.3
bidict==0.23.1 | bigframes==1.29.0
bigframes==1.17.0 | bigquery-magics==0.4.0
bigquery-magics==0.2.0 | bleach==6.2.0
bleach==6.1.0 | blinker==1.9.0
blinker==1.4 <
blosc2==2.0.0 | blosc2==2.7.1
bokeh==3.4.3 | bokeh==3.6.2
boto3==1.35.83 | boto3==1.35.93
botocore==1.35.83 | botocore==1.35.93
> Bottleneck==1.4.2
branca==0.7.2 | branca==0.8.1
build==1.2.2 | CacheControl==0.14.1
CacheControl==0.14.0 <
category-encoders==2.6.4 | category_encoders==2.7.0
certifi==2024.8.30 | certifi==2024.12.14
charset-normalizer==3.3.2 | charset-normalizer==3.4.0
chex==0.1.86 | chex==0.1.88
cloudpathlib==0.19.0 | cloudpathlib==0.20.0
cmake==3.30.3 | cmake==3.31.2
cmdstanpy==1.2.4 | cmdstanpy==1.2.5
contextlib2==21.6.0 | contourpy==1.3.1
contourpy==1.3.0 | coverage==7.6.10
coverage==7.6.9 | cryptography==43.0.3
cryptography==43.0.1 <
cudf-cu12==24.4.1 | cudf-cu12==24.12.0
> cuml-cu12==24.12.0
> cuvs-cu12==24.12.0
cvxpy==1.5.3 | cvxpy==1.6.0
cymem==2.0.8 | cymem==2.0.10
dask==2024.12.1 | dask==2024.11.2
dask-expr==1.1.21 | dask-cuda==24.12.0
> dask-cudf-cu12==24.12.0
> dask-expr==1.1.19
db-dtypes==1.3.0 | db-dtypes==1.3.1
debugpy==1.6.6 | debugpy==1.8.0
> diffusers==0.31.0
distributed==2024.8.0 | distributed==2024.11.2
distro==1.7.0 | distributed-ucxx-cu12==0.41.0
> distro==1.9.0
docutils==0.18.1 | docutils==0.21.2
dopamine_rl==4.0.9 | dopamine_rl==4.1.0
duckdb==1.1.0 | duckdb==1.1.3
earthengine-api==1.0.0 | earthengine-api==1.4.3
ecos==2.0.14 <
et-xmlfile==1.1.0 | et_xmlfile==2.0.0
etils==1.9.4 | etils==1.11.0
fastai==2.7.17 | fastai==2.7.18
fastjsonschema==2.20.0 | fastjsonschema==2.21.1
firebase-admin==6.5.0 | firebase-admin==6.6.0
Flask==2.2.5 | Flask==3.1.0
flax==0.8.4 | flax==0.8.5
folium==0.17.0 | folium==0.19.2
fonttools==4.53.1 | fonttools==4.55.3
frozendict==2.4.4 | frozendict==2.4.6
frozenlist==1.4.1 | frozenlist==1.5.0
fsspec==2024.6.1 | fsspec==2024.9.0
gcsfs==2024.6.1 | gcsfs==2024.10.0
geemap==0.34.2 | geemap==0.35.1
geojson==3.1.0 | geojson==3.2.0
google-ai-generativelanguage==0.6.6 | google-ai-generativelanguage==0.6.10
google-api-python-client==2.137.0 | google-api-python-client==2.155.0
google-cloud-aiplatform==1.67.1 | google-cloud-aiplatform==1.74.0
google-cloud-bigquery-connection==1.15.5 | google-cloud-bigquery-connection==1.17.0
google-cloud-bigtable==2.26.0 | google-cloud-bigtable==2.27.0
google-cloud-datastore==2.19.0 | google-cloud-datastore==2.20.2
google-cloud-firestore==2.16.1 | google-cloud-firestore==2.19.0
google-cloud-functions==1.16.5 | google-cloud-functions==1.19.0
google-cloud-iam==2.15.2 | google-cloud-iam==2.17.0
google-cloud-language==2.13.4 | google-cloud-language==2.16.0
google-cloud-pubsub==2.23.1 | google-cloud-pubsub==2.27.1
google-cloud-resource-manager==1.12.5 | google-cloud-resource-manager==1.14.0
google-cloud-storage==2.8.0 | google-cloud-storage==2.14.0
google-genai==0.3.0 | google-genai==0.2.2
google-generativeai==0.7.2 | google-generativeai==0.8.3
googleapis-common-protos==1.65.0 | googleapis-common-protos==1.66.0
greenlet==3.1.0 | greenlet==3.1.1
grpcio==1.64.1 | grpcio==1.68.1
> h11==0.14.0
h5netcdf==1.3.0 | h5netcdf==1.4.1
h5py==3.11.0 | h5py==3.12.1
holidays==0.57 | hf_transfer==0.1.9
holoviews==1.19.1 | holidays==0.63
> holoviews==1.20.0
> httpcore==1.0.7
huggingface-hub==0.24.7 | httpx==0.28.1
humanize==4.10.0 | huggingface-hub==0.27.0
> humanize==4.11.0
ibis-framework==8.0.0 | ibis-framework==9.2.0
imageio==2.35.1 | imageio==2.36.1
imbalanced-learn==0.12.3 | imbalanced-learn==0.12.4
immutabledict==4.2.0 | immutabledict==4.2.1
intel-cmplr-lib-ur==2024.2.1 | intel-cmplr-lib-rt==2024.2.0
intel-openmp==2024.2.1 | intel-cmplr-lib-ur==2024.2.0
> intel-openmp==2024.2.0
ipympl==0.9.5 | ipympl==0.9.6
jax==0.4.26 | jax==0.4.33
jaxlib==0.4.26+cuda12.cudnn89 | jax-cuda12-pjrt==0.4.33
> jax-cuda12-plugin==0.4.33
> jaxlib==0.4.33
> jiter==0.8.2
jsonpickle==3.3.0 | jsonpatch==1.33
> jsonpickle==4.0.1
jsonschema-specifications==2023.12.1 | jsonschema-specifications==2024.10.1
kagglehub==0.3.5 | kagglehub==0.3.6
keras==3.4.1 | keras==3.5.0
kornia_rs==0.1.7 | kornia_rs==0.1.8
langcodes==3.4.0 | langchain==0.3.12
> langchain-core==0.3.25
> langchain-text-splitters==0.3.3
> langcodes==3.5.0
language_data==1.2.0 | langsmith==0.2.3
> language_data==1.3.0
> libcudf-cu12==24.12.0
> libkvikio-cu12==24.12.1
> libucx-cu12==1.17.0.post1
> libucxx-cu12==0.41.0
lxml==4.9.4 | lxml==5.3.0
marisa-trie==1.2.0 | marisa-trie==1.2.1
MarkupSafe==2.1.5 | MarkupSafe==3.0.2
marshmallow==3.23.1 | marshmallow==3.24.2
matplotlib==3.7.1 | matplotlib==3.7.5
mizani==0.11.4 | mizani==0.13.1
mkl==2024.2.2 | mkl==2025.0.1
> mkl-fft==1.3.8
> mkl-random==1.2.4
> mkl-service==2.4.1
> mkl-umath==0.1.1
mlxtend==0.23.1 | mlxtend==0.23.3
mne==1.8.0 | mne==1.9.0
msgpack==1.0.8 | msgpack==1.1.0
murmurhash==1.0.10 | murmurhash==1.0.11
music21==9.1.0 | music21==9.3.0
> ndindex==1.9.2
networkx==3.3 | networkx==3.4.2
nibabel==5.2.1 | nibabel==5.3.2
numexpr==2.10.1 | numba-cuda==0.0.17.1
> numexpr==2.10.2
> nvidia-cublas-cu12==12.6.4.1
> nvidia-cuda-cupti-cu12==12.6.80
> nvidia-cuda-nvcc-cu12==12.6.85
> nvidia-cuda-runtime-cu12==12.6.77
> nvidia-cudnn-cu12==9.6.0.74
> nvidia-cufft-cu12==11.3.0.4
> nvidia-curand-cu12==10.3.7.77
> nvidia-cusolver-cu12==11.7.1.2
> nvidia-cusparse-cu12==12.5.4.2
> nvidia-nvcomp-cu12==4.1.0.6
> nvidia-nvjitlink-cu12==12.6.85
> nx-cugraph-cu12==24.10.0
> openai==1.57.4
opt-einsum==3.3.0 | opentelemetry-api==1.29.0
optax==0.2.2 | opentelemetry-sdk==1.29.0
optree==0.12.1 | opentelemetry-semantic-conventions==0.50b0
> opt_einsum==3.4.0
> optax==0.2.4
> optree==0.13.1
osqp==0.6.7.post0 | orjson==3.10.12
> osqp==0.6.7.post3
packaging==24.1 | packaging==24.2
pandas==2.1.4 | pandas==2.2.2
pandas-gbq==0.23.1 | pandas-gbq==0.25.0
pandas-stubs==2.1.4.231227 | pandas-stubs==2.2.2.240909
panel==1.4.5 | panel==1.5.4
param==2.1.1 | param==2.2.0
path==17.0.0 | path==17.1.0
patsy==0.5.6 | patsy==1.0.1
peewee==3.17.6 | peewee==3.17.8
> peft==0.14.0
pillow==10.4.0 | pillow==11.0.0
pip-tools==7.4.1 <
plotnine==0.13.6 | plotnine==0.14.4
polars==1.6.0 | ply==3.11
> polars==1.9.0
prefetch_generator==1.0.3 <
prettytable==3.11.0 | prettytable==3.12.0
prometheus_client==0.20.0 | prometheus_client==0.21.1
prompt_toolkit==3.0.47 | prompt_toolkit==3.0.48
prophet==1.1.5 | propcache==0.2.1
proto-plus==1.24.0 | prophet==1.1.6
> proto-plus==1.25.0
psycopg2==2.9.9 | psycopg2==2.9.10
pyaml==24.12.1 | pyaml==25.1.0
pyarrow==18.1.0 | pyarrow==17.0.0
pyarrow-hotfix==0.6 <
pydantic==2.9.2 | pydantic==2.10.3
pydantic_core==2.23.4 | pydantic_core==2.27.1
pydata-google-auth==1.8.2 | pydata-google-auth==1.9.0
pydot==3.0.1 | pydot==3.0.3
pydot-ng==2.0.0 <
PyDrive2==1.20.0 | PyDrive2==1.21.3
pyerfa==2.0.1.4 | pyerfa==2.0.1.5
pygame==2.6.0 | pygame==2.6.1
> pygit2==1.16.0
PyJWT==2.9.0 | PyJWT==2.10.1
pymc==5.16.2 | pylibcudf-cu12==24.12.0
> pylibcugraph-cu12==24.10.0
> pylibraft-cu12==24.12.0
> pymc==5.19.1
pynvjitlink-cu12==0.3.0 | pynvjitlink-cu12==...
v155 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v155
== Comparing pip list --format=freeze ==
accelerate==1.1.1 | accelerate==0.34.2
aiobotocore==2.15.2 <
aiohttp==3.9.5 | aiohappyeyeballs==2.4.0
aioitertools==0.12.0 | aiohttp==3.10.5
albucore==0.0.20 | alabaster==0.7.16
albumentations==1.4.21 | albucore==0.0.16
> albumentations==1.4.15
anyio==4.4.0 | antlr4-python3-runtime==4.9.3
apache-beam==2.46.0 | anyio==3.7.1
appdirs==1.4.4 <
archspec==0.2.3 <
> args==0.1.0
arviz==0.20.0 | arviz==0.19.0
astroid==3.3.5 | astropy==6.1.3
asttokens==2.4.1 | astropy-iers-data==0.2024.9.16.0.32.21
> asttokens==3.0.0
async-lru==2.0.4 <
attrs==23.2.0 | attrs==24.2.0
autopep8==2.0.4 | autograd==1.7.0
Babel==2.15.0 | babel==2.16.0
backports.tarfile==1.2.0 | backcall==0.2.0
bayesian-optimization==2.0.0 | bayesian-optimization==2.0.1
beatrix_jupyterlab==2024.66.154055 <
bigframes==0.22.0 | bigframes==1.17.0
> bigquery-magics==0.2.0
blessed==1.20.0 | blinker==1.4
blinker==1.9.0 | blis==0.7.11
blis==1.0.1 | blobfile==3.0.0
blosc2==2.7.1 | blosc2==2.0.0
bokeh==3.6.1 | bokeh==3.4.3
boltons==24.0.0 <
boto3==1.26.100 | boto3==1.35.83
botocore==1.35.36 | botocore==1.35.83
branca==0.8.0 | branca==0.7.2
Brotli==1.1.0 | build==1.2.2
brotlipy==0.7.0 | CacheControl==0.14.0
cached-property==1.5.2 | cachetools==5.5.0
cachetools==4.2.4 | Cartopy==0.24.1
Cartopy==0.24.0 <
certifi==2024.6.2 | certifi==2024.8.30
cesium==0.12.3 | cesium==0.12.1
cffi==1.16.0 | cffi==1.17.1
> chardet==5.2.0
Chessnut==0.3.1 | Chessnut==0.4.1
chex==0.1.87 | chex==0.1.86
> clarabel==0.9.0
cloud-tpu-client==0.10 | clint==0.5.1
cloud-tpu-profiler==2.4.0 | cloudpathlib==0.19.0
cloudpathlib==0.20.0 <
> cmake==3.30.3
colorful==0.5.6 <
> colour==0.1.5
conda==24.5.0 | community==1.0.0b1
conda-content-trust==0+unknown <
conda-libmamba-solver==24.1.0 <
conda-package-handling==2.3.0 <
conda_package_streaming==0.10.0 <
contourpy==1.2.1 | cons==0.4.6
crcmod==1.7 | contextlib2==21.6.0
cryptography==42.0.8 | contourpy==1.3.0
> coverage==7.6.9
> cryptography==43.0.1
> cuda-python==12.2.1
> cudf-cu12==24.4.1
CVXcanon==0.1.2 | cupy-cuda12x==12.2.0
> cvxopt==1.3.2
> cvxpy==1.5.3
cymem==2.0.10 | cymem==2.0.8
Cython==3.0.10 | Cython==3.0.11
cytoolz==1.0.0 | cytoolz==1.0.1
daal==2025.0.0 | daal==2025.0.1
dask==2024.11.2 | dask==2024.12.1
dask-expr==1.1.19 | dask-expr==1.1.21
dataproc_jupyter_plugin==0.1.79 | datascience==0.17.6
datasets==3.1.0 | datasets==3.2.0
datatile==1.0.3 | db-dtypes==1.3.0
db-dtypes==1.2.0 | dbus-python==1.2.18
debugpy==1.8.1 | debugpy==1.6.6
decorator==5.1.1 | decorator==4.4.2
deepdiff==8.0.1 | deepdiff==8.1.1
Deprecated==1.2.14 | Deprecated==1.2.15
dipy==1.9.0 | dipy==1.10.0
distlib==0.3.8 | distributed==2024.8.0
distro==1.9.0 | distro==1.7.0
> dlib==19.24.2
dnspython==2.6.1 | dnspython==2.7.0
docopt==0.6.2 <
earthengine-api==1.4.1 | docutils==0.18.1
> dopamine_rl==4.0.9
> duckdb==1.1.0
> earthengine-api==1.0.0
> easydict==1.13
> editdistance==0.8.1
> eerepr==0.0.4
> einops==0.8.0
email_validator==2.1.1 <
en_core_web_lg==3.8.0 | en-core-web-sm==3.7.1
en_core_web_sm==3.8.0 <
et_xmlfile==2.0.0 | et-xmlfile==1.1.0
etils==1.7.0 | etils==1.9.4
> etuples==0.3.9
exceptiongroup==1.2.0 | exceptiongroup==1.2.2
execnb==0.1.8 | execnb==0.1.11
executing==2.0.1 <
explainable-ai-sdk==1.3.3 <
fastai==2.7.18 | fastai==2.7.17
fastapi==0.111.0 | fastcore==1.7.27
fastapi-cli==0.0.4 <
fastavro==1.9.4 <
fastcore==1.7.20 <
fasteners==0.19 | fastjsonschema==2.20.0
fastjsonschema==2.19.1 <
> fastrlock==0.8.2
filelock==3.15.1 | filelock==3.16.1
fiona==1.9.6 | fiona==1.10.1
flake8==7.1.1 | firebase-admin==6.5.0
Flask==3.1.0 | Flask==2.2.5
flax==0.10.2 | flax==0.8.4
folium==0.18.0 | folium==0.17.0
fonttools==4.53.0 | fonttools==4.53.1
fsspec==2024.9.0 | fsspec==2024.6.1
fury==0.11.0 | fury==0.12.0
gast==0.5.4 | gast==0.6.0
gcsfs==2024.9.0.post1 | gcsfs==2024.6.1
> GDAL==3.6.4
> gdown==5.2.0
> geemap==0.34.2
> geocoder==1.38.1
> gin-config==0.5.0
google-ai-generativelanguage==0.6.10 | glob2==0.7
google-api-core==2.11.1 | google==2.0.3
google-api-python-client==2.154.0 | google-ai-generativelanguage==0.6.6
google-apitools==0.5.31 | google-api-core==1.34.1
google-auth==2.30.0 | google-api-python-client==2.137.0
> google-auth==2.27.0
google-auth-oauthlib==1.2.0 | google-auth-oauthlib==1.2.1
google-cloud-aiplatform==0.6.0a1 | google-cloud-aiplatform==1.67.1
google-cloud-artifact-registry==1.11.3 <
google-cloud-bigquery==2.34.4 | google-cloud-bigquery==3.25.0
google-cloud-bigquery-connection==1.15.3 | google-cloud-bigquery-connection==1.15.5
google-cloud-bigtable==1.7.3 | google-cloud-bigtable==2.26.0
google-cloud-datastore==1.15.5 | google-cloud-datastore==2.19.0
google-cloud-dlp==3.18.0 | google-cloud-firestore==2.16.1
google-cloud-functions==1.16.3 | google-cloud-functions==1.16.5
google-cloud-iam==2.15.0 | google-cloud-iam==2.15.2
google-cloud-jupyter-config==0.0.10 | google-cloud-language==2.13.4
google-cloud-language==2.15.1 | google-cloud-pubsub==2.23.1
google-cloud-monitoring==2.21.0 | google-cloud-resource-manager==1.12.5
google-cloud-pubsub==2.21.3 | google-cloud-storage==2.8.0
google-cloud-pubsublite==1.10.0 <
google-cloud-recommendations-ai==0.7.1 <
google-cloud-resource-manager==1.12.3 <
google-cloud-spanner==3.47.0 <
google-cloud-storage==1.44.0 <
google-cloud-videointelligence==2.14.1 | google-cloud-videointelligence==2.15.0
google-cloud-vision==2.8.0 | google-cloud-vision==3.9.0
google-crc32c==1.5.0 | google-colab==1.0.0
google-generativeai==0.8.3 | google-crc32c==1.6.0
> google-genai==0.3.0
> google-generativeai==0.7.2
google-resumable-media==2.7.1 | google-resumable-media==2.7.2
googleapis-common-protos==1.63.1 | googleapis-common-protos==1.65.0
gpustat==1.0.0 | googledrivedownloader==0.4
greenlet==3.0.3 | greenlet==3.1.0
grpc-google-iam-v1==0.12.7 | grpc-google-iam-v1==0.13.1
grpc-interceptor==0.15.4 <
grpcio-status==1.48.0 | grpcio-status==1.48.2
gviz-api==1.10.0 | gspread==6.0.2
gym==0.26.2 | gspread-dataframe==3.3.1
> gym==0.25.2
h11==0.14.0 <
h5netcdf==1.4.1 | h5netcdf==1.3.0
haversine==2.8.1 | haversine==2.9.0
hdfs==2.7.3 <
holidays==0.61 | holidays==0.57
holoviews==1.20.0 | holoviews==1.19.1
httpcore==1.0.5 | httpimport==1.4.0
httplib2==0.21.0 | httplib2==0.22.0
httptools==0.6.1 | huggingface-hub==0.24.7
httpx==0.27.0 | humanize==4.10.0
huggingface-hub==0.26.2 <
humanize==4.9.0 <
ibis-framework==7.1.0 | ibis-framework==8.0.0
idna==3.7 | idna==3.10
imageio==2.34.1 | imageio==2.35.1
imbalanced-learn==0.12.4 | imageio-ffmpeg==0.5.1
> imagesize==1.4.1
> imbalanced-learn==0.12.3
importlib-metadata==7.0.0 | importlib_metadata==8.5.0
importlib_resources==6.4.0 | importlib_resources==6.4.5
> imutils==0.5.4
> inflect==7.4.0
ipykernel==6.29.4 | intel-cmplr-lib-ur==2024.2.1
ipympl==0.7.0 | intel-openmp==2024.2.1
ipython==8.21.0 | ipyevents==2.0.2
> ipyfilechooser==0.6.0
> ipykernel==5.5.6
> ipyleaflet==0.19.2
> ipympl==0.9.5
> ipyparallel==8.8.0
> ipython==7.34.0
> ipytree==0.2.2
isort==5.13.2 <
jaraco.classes==3.4.0 | jax==0.4.26
jaraco.context==5.3.0 | jaxlib==0.4.26+cuda12.cudnn89
jaraco.functools==4.0.1 | jedi==0.19.2
jax==0.4.35 | jeepney==0.7.1
jax-jumpy==1.0.0 | jellyfish==1.1.0
jaxlib==0.4.35 <
jedi==0.19.1 <
jeepney==0.8.0 <
json5==0.9.25 | json5==0.10.0
jsonpatch==1.33 | jsonpickle==3.3.0
jsonpointer==2.4 | jsonpointer==3.0.0
jsonschema==4.22.0 | jsonschema==4.23.0
jupyter_client==7.4.9 | jupyter_client==8.6.3
jupyter-console==6.6.3 | jupyter-console==6.1.0
jupyter-events==0.10.0 | jupyter-events==0.11.0
jupyter-http-over-ws==0.0.8 | jupyter-leaflet==0.19.2
jupyter_server_fileid==0.9.2 | jupyter_server_fi...
v155 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v155
== Comparing pip list --format=freeze ==
accelerate==1.1.1 | accelerate==1.2.1
aiofiles==22.1.0 | albucore==0.0.21
aiosqlite==0.20.0 | albumentations==1.4.22
albucore==0.0.20 <
albumentations==1.4.21 <
anyio==4.6.2.post1 | anyio==4.7.0
astroid==3.3.5 | astroid==3.3.6
asttokens==2.4.1 | asttokens==3.0.0
attrs==24.2.0 | async-lru==2.0.4
> attrs==24.3.0
beautifulsoup4==4.12.3 | beautifulsoup4==4.13.0b2
certifi==2024.8.30 | certifi==2024.12.14
cramjam==2.9.0 | cramjam==2.9.1
debugpy==1.8.9 | debugpy==1.8.11
defusedxml==0.7.1 | defusedxml==0.8.0rc2
etils==1.10.0 | etils==1.11.0
fastjsonschema==2.20.0 | fastjsonschema==2.21.1
fonttools==4.55.0 | fonttools==4.55.3
google-api-core==1.34.1 | google-api-core==1.26.0.dev0
google-auth==2.36.0 | google-auth==2.37.0
grpcio==1.68.0 | grpcio==1.69.0rc1
huggingface-hub==0.26.2 | huggingface-hub==0.27.0
ipykernel==6.29.5 | ipykernel==7.0.0a0
ipython==8.29.0 | ipython==8.30.0
ipython-genutils==0.2.0 <
json5==0.9.28 | json5==0.10.0
jupyter_client==7.4.9 | jupyter_client==8.6.3
jupyter-events==0.10.0 | jupyter-events==0.11.0
jupyter_server_fileid==0.9.3 <
jupyter_server_ydoc==0.8.0 | jupyterlab==4.0.0a36
jupyter-ydoc==0.2.5 <
jupyterlab==3.6.8 <
kagglehub==0.3.4 | kagglehub==0.3.5
keras==3.6.0 | keras==3.7.0
keras-hub==0.17.0 | keras-hub==0.18.1
keras-nlp==0.17.0 | keras-nlp==0.18.1
llvmlite==0.43.0 | llvmlite==0.44.0rc2
matplotlib==3.9.2 | matplotlib==3.10.0
nbclassic==1.1.0 | nbclient==0.10.1
nbclient==0.10.0 <
notebook==6.5.7 <
numba==0.60.0 | numba==0.61.0rc1
optree==0.13.1 | optree==0.14.0rc1
prometheus_client==0.21.0 | prometheus_client==0.21.1
protobuf==3.20.3 | protobuf==4.25.5
pydantic==2.10.2 | pydantic==2.10.3
pylint==3.3.1 | pylint==3.3.2
python-json-logger==2.0.7 | python-json-logger==3.2.1
rpds-py==0.21.0 | rpds-py==0.22.3
safetensors==0.4.5 | safetensors==0.4.6.dev0
scikit-learn==1.5.2 | scikit-learn==1.6.0
scipy==1.14.1 | scipy==1.15.0rc1
simsimd==6.2.0 | simsimd==6.2.1
six==1.16.0 | six==1.17.0
stringzilla==3.10.10 | stringzilla==3.11.1
tensorflow-metadata==1.16.1 | tensorflow-metadata==0.5.0
tensorflow-text==2.16.1 | tensorflow-text==2.17.0rc0
tensorstore==0.1.69 | tensorstore==0.1.71
timm==1.0.11 | timm==1.0.12
tokenizers==0.20.3 | tokenizers==0.21.0
tomli==2.1.0 | tomli==2.2.1
transformers==4.46.3 | transformers==4.47.1
types-python-dateutil==2.9.0.20241003 | types-python-dateutil==2.9.0.20241206
wheel==0.45.0 | wheel==0.45.1
y-py==0.6.2 <
ypy-websocket==0.8.4 <
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
> gettext==0.21-12
> gettext-base==0.21-12
libpq-dev==15.8-0+deb12u1 | libpq-dev==15.10-0+deb12u1
libpq5:amd64==15.8-0+deb12u1 | libpq5:amd64==15.10-0+deb12u1
linux-libc-dev:amd64==6.1.115-1 | linux-libc-dev:amd64==6.1.119-1
tzdata==2024a-0+deb12u1 | tzdata==2024b-0+deb12u1
== Comparing printenv | sort ==
BUILD_DATE=20241126-163153 | BUILD_DATE=20241217-181143
GIT_COMMIT=03c832e6abf7ae017f4d3eef542658681e3cfa0a | GIT_COMMIT=00192f2d02aeb5f9afa6356e6a9f561e2a622e31
HOSTNAME=ee01e3612b56 | HOSTNAME=d6df3d07fe44
PYTHON_SHA256=aab0950817735172601879872d937c1e4928a57c409ae02 | PYTHON_SHA256=bfb249609990220491a1b92850a07135ed0831e41738cf6
PYTHON_VERSION=3.10.15 | PYTHON_VERSION=3.10.16
v155 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v155
== Comparing pip list --format=freeze ==
accelerate==1.1.1 | accelerate==0.34.2
aiobotocore==2.15.2 <
aiohttp==3.9.5 | aiohappyeyeballs==2.4.0
aioitertools==0.12.0 | aiohttp==3.10.5
albucore==0.0.20 | alabaster==0.7.16
albumentations==1.4.21 | albucore==0.0.16
> albumentations==1.4.15
anyio==4.4.0 | antlr4-python3-runtime==4.9.3
apache-beam==2.46.0 | anyio==3.7.1
appdirs==1.4.4 <
archspec==0.2.3 <
> args==0.1.0
arviz==0.20.0 | arviz==0.19.0
astroid==3.3.5 | astropy==6.1.3
asttokens==2.4.1 | astropy-iers-data==0.2024.9.16.0.32.21
> asttokens==3.0.0
async-lru==2.0.4 <
attrs==23.2.0 | attrs==24.2.0
autopep8==2.0.4 | autograd==1.7.0
Babel==2.15.0 | babel==2.16.0
backports.tarfile==1.2.0 | backcall==0.2.0
bayesian-optimization==2.0.0 | bayesian-optimization==2.0.1
beatrix_jupyterlab==2024.66.154055 <
bigframes==0.22.0 | bigframes==1.17.0
> bigquery-magics==0.2.0
blessed==1.20.0 | blinker==1.4
blinker==1.9.0 | blis==0.7.11
blis==1.0.1 | blobfile==3.0.0
blosc2==2.7.1 | blosc2==2.0.0
bokeh==3.6.1 | bokeh==3.4.3
boltons==24.0.0 <
boto3==1.26.100 | boto3==1.35.83
botocore==1.35.36 | botocore==1.35.83
branca==0.8.0 | branca==0.7.2
Brotli==1.1.0 | build==1.2.2
brotlipy==0.7.0 | CacheControl==0.14.0
cached-property==1.5.2 | cachetools==5.5.0
cachetools==4.2.4 | Cartopy==0.24.1
Cartopy==0.24.0 <
certifi==2024.6.2 | certifi==2024.8.30
cesium==0.12.3 | cesium==0.12.1
cffi==1.16.0 | cffi==1.17.1
> chardet==5.2.0
Chessnut==0.3.1 | Chessnut==0.4.1
> clarabel==0.9.0
cloud-tpu-client==0.10 | clint==0.5.1
cloud-tpu-profiler==2.4.0 | cloudpathlib==0.19.0
cloudpathlib==0.20.0 <
> cmake==3.30.3
colorful==0.5.6 <
> colour==0.1.5
conda==24.5.0 | community==1.0.0b1
conda-content-trust==0+unknown | confection==0.1.5
conda-libmamba-solver==24.1.0 | cons==0.4.6
conda-package-handling==2.3.0 | contextlib2==21.6.0
conda_package_streaming==0.10.0 | contourpy==1.3.0
confection==0.1.4 | coverage==7.6.9
contourpy==1.2.1 | cryptography==43.0.1
crcmod==1.7 | cuda-python==12.2.1
cryptography==42.0.8 | cudf-cu12==24.4.1
cuda-python==12.6.2.post1 <
cudf==24.10.1 <
cuml==24.10.0 | cupy-cuda12x==12.2.0
cupy==13.3.0 | cvxopt==1.3.2
CVXcanon==0.1.2 | cvxpy==1.5.3
cymem==2.0.10 | cymem==2.0.8
Cython==3.0.10 | Cython==3.0.11
cytoolz==1.0.0 | cytoolz==1.0.1
daal==2025.0.0 | daal==2025.0.1
dask==2024.11.2 | dask==2024.12.1
dask-cuda==24.10.0 | dask-expr==1.1.21
dask-cudf==24.10.1 <
dask-expr==1.1.19 <
dataproc_jupyter_plugin==0.1.79 | datascience==0.17.6
datasets==3.1.0 | datasets==3.2.0
datatile==1.0.3 | db-dtypes==1.3.0
db-dtypes==1.2.0 | dbus-python==1.2.18
debugpy==1.8.1 | debugpy==1.6.6
decorator==5.1.1 | decorator==4.4.2
deepdiff==8.0.1 | deepdiff==8.1.1
Deprecated==1.2.14 | Deprecated==1.2.15
dipy==1.9.0 | dipy==1.10.0
distlib==0.3.8 | distributed==2024.8.0
distributed==2024.9.0 | distro==1.7.0
distributed-ucxx==0.40.0 | dlib==19.24.2
distro==1.9.0 <
dnspython==2.6.1 | dnspython==2.7.0
docopt==0.6.2 <
earthengine-api==1.4.1 | docutils==0.18.1
> dopamine_rl==4.0.9
> duckdb==1.1.0
> earthengine-api==1.0.0
> easydict==1.13
> editdistance==0.8.1
> eerepr==0.0.4
> einops==0.8.0
email_validator==2.1.1 <
en_core_web_lg==3.8.0 | en-core-web-sm==3.7.1
en_core_web_sm==3.8.0 <
et_xmlfile==2.0.0 | et-xmlfile==1.1.0
etils==1.7.0 | etils==1.9.4
> etuples==0.3.9
exceptiongroup==1.2.0 | exceptiongroup==1.2.2
execnb==0.1.8 | execnb==0.1.11
executing==2.0.1 <
explainable-ai-sdk==1.3.3 <
fastai==2.7.18 | fastai==2.7.17
fastapi==0.111.0 | fastcore==1.7.27
fastapi-cli==0.0.4 <
fastavro==1.9.4 <
fastcore==1.7.20 <
fasteners==0.19 | fastjsonschema==2.20.0
fastjsonschema==2.19.1 <
filelock==3.15.1 | filelock==3.16.1
fiona==1.9.6 | fiona==1.10.1
flake8==7.1.1 | firebase-admin==6.5.0
Flask==3.1.0 | Flask==2.2.5
folium==0.18.0 | folium==0.17.0
fonttools==4.53.0 | fonttools==4.53.1
fsspec==2024.6.0 | fsspec==2024.6.1
fury==0.11.0 | fury==0.12.0
gast==0.5.4 | gast==0.6.0
gcsfs==2024.9.0.post1 | gcsfs==2024.6.1
> GDAL==3.6.4
> gdown==5.2.0
> geemap==0.34.2
> geocoder==1.38.1
> gin-config==0.5.0
google-ai-generativelanguage==0.6.10 | glob2==0.7
google-api-core==2.11.1 | google==2.0.3
google-api-python-client==2.154.0 | google-ai-generativelanguage==0.6.6
google-apitools==0.5.31 | google-api-core==1.34.1
google-auth==2.30.0 | google-api-python-client==2.137.0
> google-auth==2.27.0
google-auth-oauthlib==1.2.0 | google-auth-oauthlib==1.2.1
google-cloud-aiplatform==0.6.0a1 | google-cloud-aiplatform==1.67.1
google-cloud-artifact-registry==1.11.3 <
google-cloud-bigquery==2.34.4 | google-cloud-bigquery==3.25.0
google-cloud-bigquery-connection==1.15.3 | google-cloud-bigquery-connection==1.15.5
google-cloud-bigtable==1.7.3 | google-cloud-bigtable==2.26.0
google-cloud-datastore==1.15.5 | google-cloud-datastore==2.19.0
google-cloud-dlp==3.18.0 | google-cloud-firestore==2.16.1
google-cloud-functions==1.16.3 | google-cloud-functions==1.16.5
google-cloud-iam==2.15.0 | google-cloud-iam==2.15.2
google-cloud-jupyter-config==0.0.10 | google-cloud-language==2.13.4
google-cloud-language==2.15.1 | google-cloud-pubsub==2.23.1
google-cloud-monitoring==2.21.0 | google-cloud-resource-manager==1.12.5
google-cloud-pubsub==2.21.3 | google-cloud-storage==2.8.0
google-cloud-pubsublite==1.10.0 <
google-cloud-recommendations-ai==0.7.1 <
google-cloud-resource-manager==1.12.3 <
google-cloud-spanner==3.47.0 <
google-cloud-storage==1.44.0 <
google-cloud-videointelligence==2.14.1 | google-cloud-videointelligence==2.15.0
google-cloud-vision==2.8.0 | google-cloud-vision==3.9.0
google-crc32c==1.5.0 | google-colab==1.0.0
google-generativeai==0.8.3 | google-crc32c==1.6.0
> google-genai==0.3.0
> google-generativeai==0.7.2
google-resumable-media==2.7.1 | google-resumable-media==2.7.2
googleapis-common-protos==1.63.1 | googleapis-common-protos==1.65.0
gpustat==1.0.0 | googledrivedownloader==0.4
greenlet==3.0.3 | greenlet==3.1.0
grpc-google-iam-v1==0.12.7 | grpc-google-iam-v1==0.13.1
grpc-interceptor==0.15.4 | grpcio==1.64.1
grpcio==1.62.2 | grpcio-status==1.48.2
grpcio-status==1.48.0 | gspread==6.0.2
gviz-api==1.10.0 | gspread-dataframe==3.3.1
gym==0.26.2 | gym==0.25.2
h11==0.14.0 <
h5netcdf==1.4.1 | h5netcdf==1.3.0
haversine==2.8.1 | haversine==2.9.0
hdfs==2.7.3 <
holidays==0.61 | holidays==0.57
holoviews==1.20.0 | holoviews==1.19.1
httpcore==1.0.5 | httpimport==1.4.0
httplib2==0.21.0 | httplib2==0.22.0
httptools==0.6.1 | huggingface-hub==0.24.7
httpx==0.27.0 | humanize==4.10.0
huggingface-hub==0.26.2 <
humanize==4.9.0 <
ibis-framework==7.1.0 | ibis-framework==8.0.0
idna==3.7 | idna==3.10
imageio==2.34.1 | imageio==2.35.1
imbalanced-learn==0.12.4 | imageio-ffmpeg==0.5.1
> imagesize==1.4.1
> imbalanced-learn==0.12.3
importlib-metadata==7.0.0 | importlib_metadata==8.5.0
importlib_resources==6.4.0 | importlib_resources==6.4.5
> imutils==0.5.4
> inflect==7.4.0
ipykernel==6.29.4 | intel-cmplr-lib-ur==2024.2.1
ipympl==0.7.0 | intel-openmp==2024.2.1
ipython==8.21.0 | ipyevents==2.0.2
> ipyfilechooser==0.6.0
> ipykernel==5.5.6
> ipyleaflet==0.19.2
> ipympl==0.9.5
> ipyparallel==8.8.0
> ipython==7.34.0
> ipytree==0.2.2
isort==5.13.2 <
jaraco.classes==3.4.0 <
jaraco.context==5.3.0 <
jaraco.functools==4.0.1 <
jax-jumpy==1.0.0 | jaxlib==0.4.26+cuda12.cudnn89
jaxlib==0.4.26.dev20240620 | jedi==0.19.2
jedi==0.19.1 | jeepney==0.7.1
jeepney==0.8.0 | jellyfish==1.1.0
json5==0.9.25 | json5==0.10.0
jsonpatch==1.33 | jsonpickle==3.3.0
jsonpointer==2.4 | jsonpointer==3.0.0
jsonschema==4.22.0 | jsonschema==4.23.0
jupyter_client==7.4.9 | jupyter_client==8.6.3
jupyter-console==6.6.3 | jupyter-console==6.1.0
jupyter-events==0.10.0 | jupyter-events==0.11.0
jupyter-http-over-ws==0.0.8 ...
v154 - GPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v154
== Comparing pip list --format=freeze ==
accelerate==0.34.2 | accelerate==1.1.1
aiobotocore==2.15.1 | aiobotocore==2.15.2
albucore==0.0.17 | albucore==0.0.20
albumentations==1.4.17 | albumentations==1.4.21
alembic==1.13.3 | alembic==1.14.0
altair==5.4.1 | altair==5.5.0
astroid==3.3.4 | astroid==3.3.5
bayesian-optimization==1.5.1 | bayesian-optimization==2.0.0
blinker==1.8.2 | blinker==1.9.0
blis==0.7.10 | blis==1.0.1
bokeh==3.5.2 | bokeh==3.6.1
botocore==1.35.23 | botocore==1.35.36
Cartopy==0.23.0 | Cartopy==0.24.0
certifi==2024.8.30 | certifi==2024.6.2
> Chessnut==0.3.1
cloudpathlib==0.19.0 | cloudpathlib==0.20.0
cloudpickle==3.0.0 | cloudpickle==3.1.0
colorlog==6.8.2 | colorlog==6.9.0
conda==24.9.0 | conda==24.5.0
conda-libmamba-solver==23.12.0 | conda-libmamba-solver==24.1.0
cuda-python==12.6.0 | cuda-python==12.6.2.post1
cudf==24.8.3 | cudf==24.10.1
cuml==24.8.0 | cuml==24.10.0
cymem==2.0.8 | cymem==2.0.10
cytoolz==0.12.3 | cytoolz==1.0.0
daal==2024.7.0 | daal==2025.0.0
daal4py==2024.7.0 <
dask==2024.9.1 | dask==2024.11.2
dask-cuda==24.8.2 | dask-cuda==24.10.0
dask-cudf==24.8.3 | dask-cudf==24.10.1
dask-expr==1.1.15 | dask-expr==1.1.19
datasets==3.0.1 | datasets==3.1.0
distributed==2024.7.1 | distributed==2024.9.0
distributed-ucxx==0.39.1 | distributed-ucxx==0.40.0
earthengine-api==1.1.2 | earthengine-api==1.4.1
emoji==2.13.2 | emoji==2.14.0
en-core-web-lg==3.7.1 | en_core_web_lg==3.8.0
en-core-web-sm==3.7.1 | en_core_web_sm==3.8.0
et-xmlfile==1.1.0 | et_xmlfile==2.0.0
execnb==0.1.6 | execnb==0.1.8
fastai==2.7.17 | fastai==2.7.18
fastcore==1.7.10 | fastcore==1.7.20
Flask==3.0.3 | Flask==3.1.0
folium==0.17.0 | folium==0.18.0
fsspec==2024.6.1 | fsspec==2024.6.0
gcsfs==2024.6.1 | gcsfs==2024.9.0.post1
google-api-python-client==2.147.0 | google-api-python-client==2.154.0
google-cloud-datastore==2.20.1 | google-cloud-datastore==1.15.5
google-cloud-language==2.14.0 | google-cloud-language==2.15.1
google-cloud-videointelligence==2.13.5 | google-cloud-videointelligence==2.14.1
google-generativeai==0.8.2 | google-generativeai==0.8.3
h2o==3.46.0.5 | h2o==3.46.0.6
h5netcdf==1.3.0 | h5netcdf==1.4.1
hep-ml==0.7.2 | hep_ml==0.7.3
holidays==0.57 | holidays==0.61
holoviews==1.19.1 | holoviews==1.20.0
huggingface-hub==0.25.1 | huggingface-hub==0.26.2
igraph==0.11.6 | igraph==0.11.8
imbalanced-learn==0.12.3 | imbalanced-learn==0.12.4
ipywidgets==7.7.1 | ipywidgets==8.1.5
jupyterlab==4.2.5 | jupyterlab==4.3.1
jupyterlab_widgets==3.0.11 | jupyterlab_widgets==3.0.13
kaggle-environments==1.14.15 | kaggle-environments==1.16.9
kagglehub==0.3.1 | kagglehub==0.3.4
keras-nlp==0.15.1 | keras-hub==0.17.0
> keras-nlp==0.17.0
kornia==0.7.3 | kornia==0.7.4
kornia_rs==0.1.5 | kornia_rs==0.1.7
language_data==1.2.0 | language_data==1.3.0
libmambapy==1.5.10 | libmambapy==1.5.11
lightning-utilities==0.11.7 | lightning-utilities==0.11.9
Mako==1.3.5 | Mako==1.3.6
mamba==1.5.10 | marisa-trie==1.2.0
marisa-trie==1.1.0 <
marshmallow==3.22.0 | marshmallow==3.23.1
mizani==0.11.4 | mizani==0.13.0
mlxtend==0.23.1 | mlxtend==0.23.3
narwhals==1.9.0 | narwhals==1.14.2
nbdev==2.3.31 | nbdev==2.3.32
nibabel==5.2.1 | nibabel==5.3.2
ninja==1.11.1.1 | ninja==1.11.1.2
numexpr==2.10.1 | numexpr==2.10.2
openslide-python==1.3.1 | openslide-python==1.4.1
optuna==4.0.0 | optuna==4.1.0
pandas==2.2.2 | pandas==2.2.3
panel==1.5.1 | panel==1.5.4
plotnine==0.13.6 | plotnine==0.14.3
polars==1.9.0 | polars==1.15.0
prophet==1.1.5 | prophet==1.1.6
pudb==2024.1.2 | pudb==2024.1.3
pyarrow==16.1.0 | pyarrow==17.0.0
pyclipper==1.3.0.post5 | pyclipper==1.3.0.post6
pycryptodome==3.20.0 | pycryptodome==3.21.0
pydantic==2.9.2 | pydantic==2.10.1
pydantic_core==2.23.4 | pydantic_core==2.27.1
pyexcel-io==0.6.6 | pyexcel-io==0.6.7
pygltflib==1.16.2 | pygltflib==1.16.3
pylibraft==24.8.1 | pylibcudf==24.10.1
> pylibraft==24.10.0
pynvjitlink-cu12==0.3.0 | pynvjitlink-cu12==0.4.0
pypdf==5.0.1 | pypdf==5.1.0
python-bidi==0.6.0 | python-bidi==0.6.3
pytools==2024.1.14 | pytools==2024.1.16
qgrid==1.3.1 | qtconsole==5.6.1
qtconsole==5.6.0 | QtPy==2.4.2
QtPy==2.4.1 | raft-dask==24.10.0
raft-dask==24.8.1 | rapids-dask-dependency==24.10.0a0
rapids-dask-dependency==24.8.0a0 <
rmm==24.8.2 | rmm==24.10.0
s3fs==2024.6.1 | s3fs==2024.9.0
scikit-learn-intelex==2024.7.0 | scikit-learn-intelex==2025.0.0
sentry-sdk==2.15.0 | sentry-sdk==2.19.0
setproctitle==1.3.3 | setproctitle==1.3.4
> simsimd==6.2.0
smart_open==7.0.4 | smart-open==7.0.4
spacy==3.7.6 | spacy==3.8.2
> stringzilla==3.10.10
tbb==2021.13.1 | tbb==2022.0.0
> tcmlib==1.2.0
tensorstore==0.1.66 | tensorstore==0.1.69
thinc==8.2.5 | thinc==8.3.2
timm==1.0.9 | timm==1.0.11
tokenizers==0.20.0 | tokenizers==0.20.3
torchmetrics==1.4.2 | torchmetrics==1.6.0
transformers==4.45.1 | transformers==4.46.3
typer-slim==0.12.5 | typer-slim==0.13.1
ucx-py==0.39.2 | ucx-py==0.40.0
ucxx==0.39.1 | ucxx==0.40.0
urwid==2.6.15 | urwid==2.6.16
vec_noise==1.1.4 <
vtk==9.3.1 | vtk==9.4.0
wandb==0.18.3 | wandb==0.18.7
watchdog==5.0.3 | watchdog==6.0.0
Werkzeug==3.0.4 | Werkzeug==3.1.3
whatthepatch==1.0.6 | whatthepatch==1.0.7
widgetsnbextension==3.6.9 | widgetsnbextension==4.0.13
xarray==2024.9.0 | xarray==2024.11.0
yapf==0.40.2 | yapf==0.43.0
ydata-profiling==4.10.0 | ydata-profiling==4.12.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
git-lfs==3.0.2-1ubuntu0.2 | git-lfs==3.0.2-1ubuntu0.3
libarchive13:amd64==3.6.0-1ubuntu1.1 | libarchive13:amd64==3.6.0-1ubuntu1.3
libglib2.0-0:amd64==2.72.4-0ubuntu2.3 | libglib2.0-0:amd64==2.72.4-0ubuntu2.4
libglib2.0-bin==2.72.4-0ubuntu2.3 | libglib2.0-bin==2.72.4-0ubuntu2.4
libmpg123-0:amd64==1.29.3-1build1 | libmpg123-0:amd64==1.29.3-1ubuntu0.1
libopenjp2-7:amd64==2.4.0-6ubuntu0.1 | libopenjp2-7:amd64==2.4.0-6ubuntu0.2
openjdk-11-jre:amd64==11.0.24+8-1ubuntu3~22.04 | openjdk-11-jre:amd64==11.0.25+9-1ubuntu1~22.04
openjdk-11-jre-headless:amd64==11.0.24+8-1ubuntu3~22.04 | openjdk-11-jre-headless:amd64==11.0.25+9-1ubuntu1~22.04
xserver-common==2:21.1.4-2ubuntu1.7~22.04.11 | xserver-common==2:21.1.4-2ubuntu1.7~22.04.12
xvfb==2:21.1.4-2ubuntu1.7~22.04.11 | xvfb==2:21.1.4-2ubuntu1.7~22.04.12
== Comparing printenv | sort ==
BUILD_DATE=20241002-060246 | BUILD_DATE=20241126-163201
CONDA_DEFAULT_ENV=base <
CONDA_PREFIX=/opt/conda <
CONDA_PROMPT_MODIFIER=(base) <
CONDA_SHLVL=1 | CONDA_SHLVL=0
GIT_COMMIT=4e22769cbb4ee9a6a327d8097d4c2ac68984a35a | GIT_COMMIT=03c832e6abf7ae017f4d3eef542658681e3cfa0a
GSETTINGS_SCHEMA_DIR=/opt/conda/share/glib-2.0/schemas <
GSETTINGS_SCHEMA_DIR_CONDA_BACKUP= <
HOSTNAME=f788510da59d | HOSTNAME=8e8027eda87b
> MAMBA_ROOT_PREFIX=/opt/conda
PATH=/opt/conda/bin:/opt/conda/condabin:/opt/bin:/opt/conda/b | PATH=/opt/conda/condabin:/opt/bin:/opt/conda/bin:/usr/local/n
PROJ_NETWORK=ON <
XML_CATALOG_FILES=file:///opt/conda/etc/xml/catalog file:///e <
_CONDA_SET_PROJ_DATA=/opt/conda/share/proj <
v154 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v154
== Comparing pip list --format=freeze ==
accelerate==0.34.2 | accelerate==1.1.1
aiobotocore==2.15.1 | aiobotocore==2.15.2
albucore==0.0.17 | albucore==0.0.20
albumentations==1.4.17 | albumentations==1.4.21
alembic==1.13.3 | alembic==1.14.0
altair==5.4.1 | altair==5.5.0
astroid==3.3.4 | astroid==3.3.5
bayesian-optimization==1.5.1 | bayesian-optimization==2.0.0
blinker==1.8.2 | blinker==1.9.0
bokeh==3.6.0 | bokeh==3.6.1
botocore==1.35.23 | botocore==1.35.36
Cartopy==0.23.0 | Cartopy==0.24.0
certifi==2024.8.30 | certifi==2024.6.2
> Chessnut==0.3.1
cloudpathlib==0.19.0 | cloudpathlib==0.20.0
cloudpickle==3.0.0 | cloudpickle==3.1.0
colorlog==6.8.2 | colorlog==6.9.0
conda==24.9.0 | conda==24.5.0
conda-libmamba-solver==23.12.0 | conda-libmamba-solver==24.1.0
cymem==2.0.8 | cymem==2.0.10
cytoolz==0.12.3 | cytoolz==1.0.0
daal==2024.7.0 | daal==2025.0.0
daal4py==2024.7.0 <
dask==2024.9.1 | dask==2024.11.2
dask-expr==1.1.15 | dask-expr==1.1.19
datasets==3.0.1 | datasets==3.1.0
earthengine-api==1.1.2 | earthengine-api==1.4.1
emoji==2.13.2 | emoji==2.14.0
et-xmlfile==1.1.0 | et_xmlfile==2.0.0
execnb==0.1.6 | execnb==0.1.8
fastai==2.7.17 | fastai==2.7.18
fastcore==1.7.10 | fastcore==1.7.20
Flask==3.0.3 | Flask==3.1.0
flax==0.9.0 | flax==0.10.2
folium==0.17.0 | folium==0.18.0
fsspec==2024.6.1 | fsspec==2024.9.0
gcsfs==2024.6.1 | gcsfs==2024.9.0.post1
google-api-python-client==2.147.0 | google-api-python-client==2.154.0
google-cloud-language==2.14.0 | google-cloud-language==2.15.1
google-cloud-videointelligence==2.13.5 | google-cloud-videointelligence==2.14.1
google-generativeai==0.8.2 | google-generativeai==0.8.3
h2o==3.46.0.5 | h2o==3.46.0.6
h5netcdf==1.3.0 | h5netcdf==1.4.1
hep-ml==0.7.2 | hep_ml==0.7.3
holidays==0.57 | holidays==0.61
holoviews==1.19.1 | holoviews==1.20.0
huggingface-hub==0.25.1 | huggingface-hub==0.26.2
igraph==0.11.6 | igraph==0.11.8
imbalanced-learn==0.12.3 | imbalanced-learn==0.12.4
ipywidgets==7.7.1 | ipywidgets==8.1.5
jax==0.4.33 | jax==0.4.35
jaxlib==0.4.33 | jaxlib==0.4.35
jupyterlab==4.2.5 | jupyterlab==4.3.1
jupyterlab_widgets==3.0.11 | jupyterlab_widgets==3.0.13
kaggle-environments==1.14.15 | kaggle-environments==1.16.9
kagglehub==0.3.1 | kagglehub==0.3.4
keras-nlp==0.15.1 | keras-hub==0.17.0
> keras-nlp==0.17.0
kornia==0.7.3 | kornia==0.7.4
kornia_rs==0.1.5 | kornia_rs==0.1.7
langcodes==3.4.1 | langcodes==3.5.0
language_data==1.2.0 | language_data==1.3.0
libmambapy==1.5.10 | libmambapy==1.5.8
lightning-utilities==0.11.7 | lightning-utilities==0.11.9
Mako==1.3.5 | Mako==1.3.6
mamba==1.5.10 | marisa-trie==1.2.1
marisa-trie==1.2.0 <
marshmallow==3.22.0 | marshmallow==3.23.1
mizani==0.11.4 | mizani==0.13.0
ml-dtypes==0.3.2 | ml_dtypes==0.5.0
mlxtend==0.23.1 | mlxtend==0.23.3
murmurhash==1.0.10 | murmurhash==1.0.11
narwhals==1.9.0 | narwhals==1.14.2
nbdev==2.3.31 | nbdev==2.3.32
nibabel==5.2.1 | nibabel==5.3.2
ninja==1.11.1.1 | ninja==1.11.1.2
numexpr==2.10.1 | numexpr==2.10.2
openslide-python==1.3.1 | openslide-python==1.4.1
optax==0.2.3 | optax==0.2.4
optuna==4.0.0 | optuna==4.1.0
orbax-checkpoint==0.6.4 | orbax-checkpoint==0.10.1
panel==1.5.1 | panel==1.5.4
plotnine==0.13.6 | plotnine==0.14.3
polars==1.9.0 | polars==1.15.0
prophet==1.1.5 | prophet==1.1.6
pudb==2024.1.2 | pudb==2024.1.3
pyarrow==17.0.0 | pyarrow==18.1.0
pyclipper==1.3.0.post5 | pyclipper==1.3.0.post6
pycryptodome==3.20.0 | pycryptodome==3.21.0
pydantic==2.9.2 | pydantic==2.10.2
pydantic_core==2.23.4 | pydantic_core==2.27.1
pyexcel-io==0.6.6 | pyexcel-io==0.6.7
pygltflib==1.16.2 | pygltflib==1.16.3
pypdf==5.0.1 | pypdf==5.1.0
python-bidi==0.6.0 | python-bidi==0.6.3
qgrid==1.3.1 | qtconsole==5.6.1
qtconsole==5.6.0 | QtPy==2.4.2
QtPy==2.4.1 <
s3fs==2024.6.1 | s3fs==2024.9.0
scikit-learn-intelex==2024.7.0 | scikit-learn-intelex==2025.0.0
sentry-sdk==2.15.0 | sentry-sdk==2.19.0
setproctitle==1.3.3 | setproctitle==1.3.4
> simplejson==3.19.3
> simsimd==6.2.0
> stringzilla==3.10.10
sympy==1.12 | sympy==1.13.1
tbb==2021.13.1 | tbb==2022.0.0
> tcmlib==1.2.0
tensorstore==0.1.66 | tensorstore==0.1.69
timm==1.0.9 | timm==1.0.11
tokenizers==0.20.0 | tokenizers==0.20.3
torchmetrics==1.4.2 | torchmetrics==1.6.0
transformers==4.45.1 | transformers==4.46.3
urwid==2.6.15 | urwid==2.6.16
vec_noise==1.1.4 <
vtk==9.3.1 | vtk==9.4.0
wandb==0.18.3 | wandb==0.18.7
watchdog==5.0.3 | watchdog==6.0.0
Werkzeug==3.0.4 | Werkzeug==3.1.3
whatthepatch==1.0.6 | whatthepatch==1.0.7
widgetsnbextension==3.6.9 | widgetsnbextension==4.0.13
xarray==2024.9.0 | xarray==2024.11.0
yapf==0.40.2 | yapf==0.43.0
ydata-profiling==4.10.0 | ydata-profiling==4.12.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libarchive13:amd64==3.4.0-2ubuntu1.2 | libarchive13:amd64==3.4.0-2ubuntu1.4
libglib2.0-0:amd64==2.64.6-1~ubuntu20.04.7 | libglib2.0-0:amd64==2.64.6-1~ubuntu20.04.8
libglib2.0-bin==2.64.6-1~ubuntu20.04.7 | libglib2.0-bin==2.64.6-1~ubuntu20.04.8
libmpg123-0:amd64==1.25.13-1 | libmpg123-0:amd64==1.25.13-1ubuntu0.1
libopenjp2-7:amd64==2.3.1-1ubuntu4.20.04.2 | libopenjp2-7:amd64==2.3.1-1ubuntu4.20.04.3
openjdk-11-jre:amd64==11.0.24+8-1ubuntu3~20.04 | openjdk-11-jre:amd64==11.0.25+9-1ubuntu1~20.04
openjdk-11-jre-headless:amd64==11.0.24+8-1ubuntu3~20.04 | openjdk-11-jre-headless:amd64==11.0.25+9-1ubuntu1~20.04
xserver-common==2:1.20.13-1ubuntu1~20.04.17 | xserver-common==2:1.20.13-1ubuntu1~20.04.18
xvfb==2:1.20.13-1ubuntu1~20.04.17 | xvfb==2:1.20.13-1ubuntu1~20.04.18
== Comparing printenv | sort ==
BUILD_DATE=20241002-060237 | BUILD_DATE=20241126-163153
CONDA_DEFAULT_ENV=base <
CONDA_PREFIX=/opt/conda <
CONDA_PROMPT_MODIFIER=(base) <
CONDA_SHLVL=1 | CONDA_SHLVL=0
GIT_COMMIT=4e22769cbb4ee9a6a327d8097d4c2ac68984a35a | GIT_COMMIT=03c832e6abf7ae017f4d3eef542658681e3cfa0a
GSETTINGS_SCHEMA_DIR=/opt/conda/share/glib-2.0/schemas <
GSETTINGS_SCHEMA_DIR_CONDA_BACKUP= <
HOSTNAME=31eb017364dc | HOSTNAME=8997be105d40
> MAMBA_ROOT_PREFIX=/opt/conda
PATH=/opt/conda/bin:/opt/conda/condabin:/opt/conda/bin:/usr/l | PATH=/opt/conda/condabin:/opt/conda/bin:/usr/local/sbin:/usr/
PROJ_NETWORK=ON <
XML_CATALOG_FILES=file:///opt/conda/etc/xml/catalog file:///e <
_CONDA_SET_PROJ_DATA=/opt/conda/share/proj <
v154 - TPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python-tpuvm:v154
== Comparing pip list --format=freeze ==
accelerate==0.34.2 | accelerate==1.1.1
albucore==0.0.17 | albucore==0.0.20
albumentations==1.4.17 | albumentations==1.4.21
anyio==4.6.0 | anyio==4.6.2.post1
astroid==3.3.4 | astroid==3.3.5
bleach==6.1.0 | bleach==6.2.0
charset-normalizer==3.3.2 | charset-normalizer==3.4.0
cloudpickle==3.0.0 | cloudpickle==3.1.0
contourpy==1.3.0 | contourpy==1.3.1
cramjam==2.8.4 | cramjam==2.9.0
debugpy==1.8.6 | debugpy==1.8.9
diffusers==0.30.3 | diffusers==0.31.0
dm-haiku==0.0.13.dev0 | dm-haiku==0.0.14.dev0
etils==1.9.4 | etils==1.10.0
fastparquet==2024.5.0 | fastparquet==2024.11.0
fonttools==4.54.1 | fonttools==4.55.0
fsspec==2024.9.0 | fsspec==2024.10.0
google-auth==2.35.0 | google-auth==2.36.0
googleapis-common-protos==1.65.0 | googleapis-common-protos==1.66.0
grpcio==1.66.2 | grpcio==1.68.0
huggingface-hub==0.25.1 | huggingface-hub==0.26.2
imageio==2.35.1 | immutabledict==4.2.1
immutabledict==4.2.0 <
ipython==8.27.0 | ipython==8.29.0
jedi==0.19.1 | jedi==0.19.2
json5==0.9.25 | json5==0.9.28
jsonschema-specifications==2023.12.1 | jsonschema-specifications==2024.10.1
kagglehub==0.3.0 | kagglehub==0.3.4
keras==3.5.0 | keras==3.6.0
keras-nlp==0.15.1 | keras-hub==0.17.0
> keras-nlp==0.17.0
MarkupSafe==2.1.5 | MarkupSafe==3.0.2
networkx==3.3 | networkx==3.4.2
nvidia-nvjitlink-cu12==12.6.68 | nvidia-nvjitlink-cu12==12.6.85
optree==0.12.1 | optree==0.13.1
packaging==24.1 | packaging==24.2
pillow==10.4.0 | pillow==11.0.0
psutil==6.0.0 | psutil==6.1.0
pyarrow==17.0.0 | pyarrow==18.1.0
pydantic==2.9.2 | pydantic==2.10.2
pydantic_core==2.23.4 | pydantic_core==2.27.1
pyparsing==3.1.4 | pyparsing==3.2.0
regex==2024.9.11 | regex==2024.11.6
rich==13.9.0 | rich==13.9.4
rpds-py==0.20.0 | rpds-py==0.21.0
scikit-image==0.24.0 <
> simsimd==6.2.0
> stringzilla==3.10.10
tensorflow-datasets==4.9.6 | tensorflow-datasets==4.9.7
tensorflow-metadata==1.15.0 | tensorflow-metadata==1.16.1
tensorflow-probability==0.24.0 | tensorflow-probability==0.25.0
tensorstore==0.1.66 | tensorstore==0.1.69
termcolor==2.4.0 | termcolor==2.5.0
tifffile==2024.9.20 | timm==1.0.11
timm==1.0.9 | tinycss2==1.4.0
tinycss2==1.3.0 | tokenizers==0.20.3
tokenizers==0.20.0 <
tomli==2.0.1 | tomli==2.1.0
toolz==0.12.1 | toolz==1.0.0
tornado==6.4.1 | tornado==6.4.2
tqdm==4.66.5 | tqdm==4.67.1
transformers==4.45.1 | transformers==4.46.3
types-python-dateutil==2.9.0.20240906 | types-python-dateutil==2.9.0.20241003
webcolors==24.8.0 | webcolors==24.11.1
Werkzeug==3.0.4 | Werkzeug==3.1.3
whatthepatch==1.0.6 | whatthepatch==1.0.7
wheel==0.44.0 | wheel==0.45.0
wrapt==1.16.0 | wrapt==1.17.0
yapf==0.40.2 | yapf==0.43.0
zipp==3.20.2 | zipp==3.21.0
== 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+deb12u7 | base-files==12.4+deb12u8
bsdutils==1:2.38.1-5+deb12u1 | bsdutils==1:2.38.1-5+deb12u2
curl==7.88.1-10+deb12u7 | curl==7.88.1-10+deb12u8
libapr1:amd64==1.7.2-3 | libapr1:amd64==1.7.2-3+deb12u1
libblkid-dev:amd64==2.38.1-5+deb12u1 | libblkid-dev:amd64==2.38.1-5+deb12u2
libblkid1:amd64==2.38.1-5+deb12u1 | libblkid1:amd64==2.38.1-5+deb12u2
libc-bin==2.36-9+deb12u8 | libc-bin==2.36-9+deb12u9
libc-dev-bin==2.36-9+deb12u8 | libc-dev-bin==2.36-9+deb12u9
libc6:amd64==2.36-9+deb12u8 | libc6:amd64==2.36-9+deb12u9
libc6-dev:amd64==2.36-9+deb12u8 | libc6-dev:amd64==2.36-9+deb12u9
libcjson1:amd64==1.7.15-1+deb12u1 | libcjson1:amd64==1.7.15-1+deb12u2
libcurl3-gnutls:amd64==7.88.1-10+deb12u7 | libcurl3-gnutls:amd64==7.88.1-10+deb12u8
libcurl4:amd64==7.88.1-10+deb12u7 | libcurl4:amd64==7.88.1-10+deb12u8
libcurl4-openssl-dev:amd64==7.88.1-10+deb12u7 | libcurl4-openssl-dev:amd64==7.88.1-10+deb12u8
libglib2.0-0:amd64==2.74.6-2+deb12u3 | libglib2.0-0:amd64==2.74.6-2+deb12u4
libglib2.0-bin==2.74.6-2+deb12u3 | libglib2.0-bin==2.74.6-2+deb12u4
libglib2.0-data==2.74.6-2+deb12u3 | libglib2.0-data==2.74.6-2+deb12u4
libglib2.0-dev:amd64==2.74.6-2+deb12u3 | libglib2.0-dev:amd64==2.74.6-2+deb12u4
libglib2.0-dev-bin==2.74.6-2+deb12u3 | libglib2.0-dev-bin==2.74.6-2+deb12u4
libheif1:amd64==1.15.1-1 | libheif1:amd64==1.15.1-1+deb12u1
libmount-dev:amd64==2.38.1-5+deb12u1 | libmount-dev:amd64==2.38.1-5+deb12u2
libmount1:amd64==2.38.1-5+deb12u1 | libmount1:amd64==2.38.1-5+deb12u2
libmpg123-0:amd64==1.31.2-1 | libmpg123-0:amd64==1.31.2-1+deb12u1
libnghttp2-14:amd64==1.52.0-1+deb12u1 | libnghttp2-14:amd64==1.52.0-1+deb12u2
libpython3.11-minimal:amd64==3.11.2-6+deb12u3 | libpython3.11-minimal:amd64==3.11.2-6+deb12u4
libpython3.11-stdlib:amd64==3.11.2-6+deb12u3 | libpython3.11-stdlib:amd64==3.11.2-6+deb12u4
libsmartcols1:amd64==2.38.1-5+deb12u1 | libsmartcols1:amd64==2.38.1-5+deb12u2
libsqlite3-0:amd64==3.40.1-2 | libsqlite3-0:amd64==3.40.1-2+deb12u1
libsqlite3-dev:amd64==3.40.1-2 | libsqlite3-dev:amd64==3.40.1-2+deb12u1
libssl-dev:amd64==3.0.14-1~deb12u2 | libssl-dev:amd64==3.0.15-1~deb12u1
libssl3:amd64==3.0.14-1~deb12u2 | libssl3:amd64==3.0.15-1~deb12u1
libsystemd0:amd64==252.30-1~deb12u2 | libsystemd0:amd64==252.31-1~deb12u1
libudev1:amd64==252.30-1~deb12u2 | libudev1:amd64==252.31-1~deb12u1
libuuid1:amd64==2.38.1-5+deb12u1 | libuuid1:amd64==2.38.1-5+deb12u2
linux-libc-dev:amd64==6.1.106-3 | linux-libc-dev:amd64==6.1.115-1
mount==2.38.1-5+deb12u1 | mount==2.38.1-5+deb12u2
openssl==3.0.14-1~deb12u2 | openssl==3.0.15-1~deb12u1
python3.11==3.11.2-6+deb12u3 | python3.11==3.11.2-6+deb12u4
python3.11-minimal==3.11.2-6+deb12u3 | python3.11-minimal==3.11.2-6+deb12u4
util-linux==2.38.1-5+deb12u1 | util-linux==2.38.1-5+deb12u2
util-linux-extra==2.38.1-5+deb12u1 | util-linux-extra==2.38.1-5+deb12u2
uuid-dev:amd64==2.38.1-5+deb12u1 | uuid-dev:amd64==2.38.1-5+deb12u2
== Comparing printenv | sort ==
BUILD_DATE=20241001-122508 | BUILD_DATE=20241126-163153
GIT_COMMIT=d6f04b1c5ae572a6b09555f7d42c8340dac8edcb | GIT_COMMIT=03c832e6abf7ae017f4d3eef542658681e3cfa0a
HOSTNAME=02de4d0f6e10 | HOSTNAME=8f671edb6c4d
> PYTHON_SHA256=aab0950817735172601879872d937c1e4928a57c409ae02
v153 - CPU
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v153
== Comparing pip list --format=freeze ==
aiobotocore==2.15.0 | aiobotocore==2.15.1
albucore==0.0.16 | albucore==0.0.17
albumentations==1.4.15 | albumentations==1.4.17
alembic==1.13.2 | alembic==1.13.3
arviz==0.19.0 | arviz==0.20.0
astroid==3.2.4 | astroid==3.3.4
blis==0.7.11 | blis==1.0.1
bokeh==3.5.2 | bokeh==3.6.0
botocore==1.35.16 | botocore==1.35.23
branca==0.7.2 | branca==0.8.0
category-encoders==2.6.3 | category-encoders==2.6.4
chex==0.1.86 | chex==0.1.87
conda==24.7.1 | conda==24.9.0
conda-libmamba-solver==24.1.0 | conda-libmamba-solver==23.12.0
dask==2024.9.0 | dask==2024.9.1
dask-expr==1.1.14 | dask-expr==1.1.15
datasets==3.0.0 | datasets==3.0.1
earthengine-api==1.1.0 | earthengine-api==1.1.2
easyocr==1.7.1 | easyocr==1.7.2
emoji==2.13.0 | emoji==2.13.2
en-core-web-lg==3.7.1 | en_core_web_lg==3.8.0
en-core-web-sm==3.7.1 | en_core_web_sm==3.8.0
> execnb==0.1.6
fastcore==1.7.8 | fastcore==1.7.10
> ghapi==1.0.6
google-ai-generativelanguage==0.6.9 | google-ai-generativelanguage==0.6.10
google-api-python-client==2.146.0 | google-api-python-client==2.147.0
google-generativeai==0.8.1 | google-generativeai==0.8.2
huggingface-hub==0.25.0 | huggingface-hub==0.25.1
kagglehub==0.3.0 | kagglehub==0.3.1
langcodes==3.4.0 | langcodes==3.4.1
libmambapy==1.5.9 | libmambapy==1.5.10
mamba==1.5.9 | mamba==1.5.10
narwhals==1.8.1 | narwhals==1.9.0
> nbdev==2.3.31
ndindex==1.8 | ndindex==1.9.2
onnx==1.16.2 | onnx==1.17.0
pandas==2.2.2 | pandas==2.2.3
panel==1.5.0 | panel==1.5.1
pathos==0.3.2 | pathos==0.3.3
polars==1.7.1 | polars==1.9.0
pox==0.3.4 | pox==0.3.5
ppft==1.7.6.8 | ppft==1.7.6.9
pyaml==24.7.0 | pyaml==24.9.0
pydicom==3.0.0 | pydicom==3.0.1
pylint==3.2.7 | pylint==3.3.1
pypdf==5.0.0 | pypdf==5.0.1
sentry-sdk==2.14.0 | sentry-sdk==2.15.0
spacy==3.7.6 | spacy==3.8.2
tensorstore==0.1.65 | tensorstore==0.1.66
thinc==8.2.5 | thinc==8.3.2
tokenizers==0.19.1 | tokenizers==0.20.0
transformers==4.44.2 | transformers==4.45.1
urwid_readline==0.14 | urwid_readline==0.15.1
wandb==0.18.1 | wandb==0.18.3
> watchdog==5.0.3
ydf==0.7.0 | ydf==0.8.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
libopenjp2-7:amd64==2.3.1-1ubuntu4.20.04.1 | libopenjp2-7:amd64==2.3.1-1ubuntu4.20.04.2
== Comparing printenv | sort ==
BUILD_DATE=20240919-175337 | BUILD_DATE=20241002-060237
GIT_COMMIT=f13f634100bccdf249d8d83f8f99536f3ea57f3b | GIT_COMMIT=4e22769cbb4ee9a6a327d8097d4c2ac68984a35a
HOSTNAME=d87b24cd3109 | HOSTNAME=b5cca6b5fe96