Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.
Package Information
No reported malware or high/critical advisories · Details
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
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Dependencies
- absl-py >=1.4.0
- affine >=2.3.0
- albumentations ==1.0.0
-
blake3
>=1.0.1
python_version < "4.0" and python_version >= "3.13"
- cmd-queue >=0.1.20
- colormath >=3.0.0
- configargparse >=1.7.1
-
dask
>=2025.2.0
python_version < "4.0" and python_version >= "3.13"
- delayed-image >=0.4.5
- distinctipy >=1.2.1
-
einops
>=0.8.0
python_version < "4.0" and python_version >= "3.13"
- fasteners >=0.17.3
-
fiona
>=1.10.0
python_version < "4.0" and python_version >= "3.13"
- fire >=0.4.0
- fsspec >=2023.6.0
-
geojson
>=3.1.0
python_version < "4.0" and python_version >= "3.12"
-
geopandas
<1.0.0,>=0.14.4
python_version < "4.0" and python_version >= "3.13"
- girder-client >=3.1.15
- hydra-core >=1.3.2
-
ijson
>=3.2.1
python_version < "4.0" and python_version >= "3.13"
- imagesize >=1.4.1
-
jq
>=1.8.0
python_version < "4.0" and python_version >= "3.13"
- jsonargparse >=4.19.0
- jsonschema >=4.19.2
- kornia >=0.6.8
- kwarray >=0.6.19
- kwcoco >=0.8.5
- kwcoco-dataloader >=0.1.1
- kwgis >=0.1.1
- kwimage >=0.11.2
-
kwimage-ext
>=0.2.1
platform_system == "Linux" and python_version < "3.12"
- kwplot >=0.4.14
- kwutil >=0.3.4
- lark >=1.1.7
- lark-cython >=0.0.16
- lazy-loader >=0.4
-
lxml
>=5.3.0
python_version < "4.0" and python_version >= "3.11"
-
matplotlib
>=3.9.2
python_version < "4.0" and python_version >= "3.13"
-
mgrs
>=1.4.6
python_version < "4.0" and python_version >= "3.12"
-
monai
>=1.3.2
python_version < "4.0" and python_version >= "3.13"
- more-itertools >=8.12.0
- ndsampler >=0.8.0
-
networkx
>=3.0.0
python_version < "4.0" and python_version >= "3.13"
-
numexpr
>=2.10.2
python_version < "4.0" and python_version >= "3.13"
-
numpy
>=2.1.0
python_version < "4.0" and python_version >= "3.13"
- omegaconf >=2.3
-
pandas
>=2.2.3
python_version < "4.0" and python_version >= "3.13"
- parse >=1.19.0
-
pillow
>=11.3.0
python_version < "4.0" and python_version >= "3.13"
-
pint
>=0.24.4
python_version < "4.0" and python_version >= "3.13"
- portion >=2.4.1
- progiter >=2.0.0
-
psutil
>=5.9.6
python_version < "4.0" and python_version >= "3.12"
- py-cpuinfo >=9.0.0
- pygments >=2.12.0
- pygtrie >=2.5.0
-
pyproj
>=3.7.0
python_version < "4.0" and python_version >= "3.13"
- pystac-client >=0.5.1
- python-dateutil >=2.8.2
- pytimeparse >=1.1.8
- pytorch-lightning !=2.3.*,!=2.4.0,>=2.0.8
- pytorch-msssim ==0.1.5
-
pyyaml
>=6.0.2
python_version < "4.0" and python_version >= "3.13"
-
rasterio
>=1.3.11
python_version < "4.0" and python_version >= "3.13"
- requests >=2.27.1
- rgd-client >=0.2.7
- rgd-imagery-client >=0.2.7
- rich >=12.5.1
-
rtree
>=1.2.0
python_version >= "3.11"
- ruamel-yaml <=0.17.32,>=0.17.22
- s3fs >=2023.6.0
-
scikit-image
>=0.25.1
python_version < "4.0" and python_version >= "3.13"
-
scikit-learn
>=1.5.2
python_version < "4.0" and python_version >= "3.13"
-
scipy
>=1.14.1
python_version < "4.0" and python_version >= "3.13"
- scriptconfig >=0.8.2
- seaborn >=0.13.0
-
segmentation-models-pytorch
>=0.2.0
python_version < "3.11"
-
shapely
>=2.0.6
python_version < "4.0" and python_version >= "3.13"
- simple-dvc >=0.2.1
-
sqlalchemy
>=1.4.50
python_version >= "3.11"
- tempenv >=0.2.0
- text-unidecode >=1.3
- textual >=0.1.18
-
tifffile
>=2022.8.12
python_version < "4.0" and python_version >= "3.13"
-
timm
<0.9.0,>=0.6.13
python_version < "4.0" and python_version >= "3.11"
-
torch
>=2.6.0
python_version < "4.0" and python_version >= "3.13"
- torch-liberator >=0.2.1
- torch-optimizer >=0.1.0
- torchmetrics >=0.11.0
-
torchvision
>=0.21.0
python_version < "4.0" and python_version >= "3.13"
- tqdm >=4.64.1
- transformers >=4.37.2
- ubelt >=1.3.6
-
ujson
>=5.6.0
python_version < "4.0" and python_version >= "3.11"
- utm >=0.7.0
- xarray >=2023.10.0
- xmltodict >=0.12.0
-
xxhash
>=3.4.1
python_version < "4.0" and python_version >= "3.12"
413 optional dependencies
-
absl-py>=1.4.0[runtime]extra == "runtime"
-
absl-py==1.4.0[runtime-strict]extra == "runtime-strict"
-
absl-py>=1.4.0[all]extra == "all"
-
affine>=2.3.0[runtime]extra == "runtime"
-
affine>=2.3.0[all]extra == "all"
-
affine==2.3.0[runtime-strict]extra == "runtime-strict"
-
albumentations==1.0.0[all]extra == "all"
-
albumentations==1.0.0[runtime-strict]extra == "runtime-strict"
-
albumentations==1.0.0[runtime]extra == "runtime"
-
argcomplete>=3.0.5[all]extra == "all"
-
argcomplete>=3.0.5[optional]extra == "optional"
-
argcomplete==3.0.5[optional-strict]extra == "optional-strict"
-
astropy>=5.2.2[cold](python_version < "4.0" and python_version >= "3.11") and extra == "cold"
-
astropy==5.2.2[cold-strict](python_version < "4.0" and python_version >= "3.11") and extra == "cold-strict"
-
autopep8>=2.0.0[optional]extra == "optional"
-
autopep8>=2.0.0[all]extra == "all"
-
autopep8==2.0.0[optional-strict]extra == "optional-strict"
-
blake3>=1.0.1[all](python_version < "4.0" and python_version >= "3.13") and extra == "all"
-
blake3>=1.0.1[runtime](python_version < "4.0" and python_version >= "3.13") and extra == "runtime"
-
blake3==1.0.1[runtime-strict](python_version < "4.0" and python_version >= "3.13") and extra == "runtime-strict"
-
botocore==1.31.17[aws-strict]extra == "aws-strict"
-
botocore>=1.31.17[aws]extra == "aws"
-
build==0.10.0[python-build-tools-strict]extra == "python-build-tools-strict"
-
build>=0.10.0[python-build-tools]extra == "python-build-tools"
-
cmd-queue>=0.1.20[runtime]extra == "runtime"
-
cmd-queue>=0.1.20[all]extra == "all"
-
cmd-queue==0.1.20[runtime-strict]extra == "runtime-strict"
-
codecarbon==2.2.4[optional-strict]extra == "optional-strict"
-
codecarbon>=2.2.4[all]extra == "all"
-
codecarbon>=2.2.4[optional]extra == "optional"
-
colormath==3.0.0[runtime-strict]extra == "runtime-strict"
-
colormath>=3.0.0[all]extra == "all"
-
colormath>=3.0.0[runtime]extra == "runtime"
-
configargparse>=1.7.1[all]extra == "all"
-
configargparse>=1.7.1[runtime]extra == "runtime"
-
configargparse==1.7.1[runtime-strict]extra == "runtime-strict"
-
coverage>=7.4.3[tests]extra == "tests"
-
coverage==7.4.3[tests-strict]extra == "tests-strict"
-
coverage>=7.4.3[all]extra == "all"
-
dask>=2025.2.0[runtime](python_version < "4.0" and python_version >= "3.13") and extra == "runtime"
-
dask==2025.2.0[runtime-strict](python_version < "4.0" and python_version >= "3.13") and extra == "runtime-strict"
-
dask>=2025.2.0[all](python_version < "4.0" and python_version >= "3.13") and extra == "all"
-
dataframe-image==0.1.13[development-strict]extra == "development-strict"
-
dataframe-image>=0.1.13[development]extra == "development"
-
delayed-image>=0.4.5[runtime]extra == "runtime"
-
delayed-image==0.4.5[runtime-strict]extra == "runtime-strict"
-
delayed-image>=0.4.5[all]extra == "all"
-
distinctipy>=1.2.1[runtime]extra == "runtime"
-
distinctipy==1.2.1[runtime-strict]extra == "runtime-strict"
-
distinctipy>=1.2.1[all]extra == "all"
-
dvc>=3.7.0[dvc]extra == "dvc"
-
dvc==3.7.0[dvc-strict]extra == "dvc-strict"
-
einops>=0.8.0[runtime](python_version < "4.0" and python_version >= "3.13") and extra == "runtime"
-
einops==0.8.0[runtime-strict](python_version < "4.0" and python_version >= "3.13") and extra == "runtime-strict"
-
einops>=0.8.0[all](python_version < "4.0" and python_version >= "3.13") and extra == "all"
-
fasteners>=0.17.3[all]extra == "all"
-
fasteners>=0.17.3[runtime]extra == "runtime"
-
fasteners==0.17.3[runtime-strict]extra == "runtime-strict"
-
fiona>=1.10.0[runtime](python_version < "4.0" and python_version >= "3.13") and extra == "runtime"
-
fiona==1.10.0[runtime-strict](python_version < "4.0" and python_version >= "3.13") and extra == "runtime-strict"
-
fiona>=1.10.0[all](python_version < "4.0" and python_version >= "3.13") and extra == "all"
-
fire==0.4.0[runtime-strict]extra == "runtime-strict"
-
fire>=0.4.0[all]extra == "all"
-
fire>=0.4.0[linting]extra == "linting"
-
fire==0.4.0[linting-strict]extra == "linting-strict"
-
fire>=0.4.0[runtime]extra == "runtime"
-
flake8==5.0.0[linting-strict]extra == "linting-strict"
-
flake8>=5.0.0[linting]extra == "linting"
-
flake8>=5.0.0[optional]extra == "optional"
-
flake8==5.0.0[optional-strict]extra == "optional-strict"
-
flake8>=5.0.0[all]extra == "all"
-
fsspec==2023.6.0[runtime-strict]extra == "runtime-strict"
-
fsspec>=2023.6.0[runtime]extra == "runtime"
-
fsspec>=2023.6.0[all]extra == "all"
-
gdal==3.10.0[gdal-strict](python_version < "4.0" and python_version >= "3.13") and extra == "gdal-strict"
-
gdal>=3.10.0[gdal](python_version < "4.0" and python_version >= "3.13") and extra == "gdal"
-
geodatasets>=2023.12.0[all]extra == "all"
-
geodatasets>=2023.12.0[tests]extra == "tests"
-
geodatasets==2023.12.0[tests-strict]extra == "tests-strict"
-
geojson==3.1.0[runtime-strict](python_version < "4.0" and python_version >= "3.12") and extra == "runtime-strict"
-
geojson>=3.1.0[all](python_version < "4.0" and python_version >= "3.12") and extra == "all"
-
geojson>=3.1.0[runtime](python_version < "4.0" and python_version >= "3.12") and extra == "runtime"
-
geopandas<1.0.0,>=0.14.4[all](python_version < "4.0" and python_version >= "3.13") and extra == "all"
-
geopandas<1.0.0,>=0.14.4[runtime](python_version < "4.0" and python_version >= "3.13") and extra == "runtime"
-
geopandas<1.0.0,==0.14.4[runtime-strict](python_version < "4.0" and python_version >= "3.13") and extra == "runtime-strict"
-
girder-client>=3.1.15[all]extra == "all"
-
girder-client>=3.1.15[runtime]extra == "runtime"
-
girder-client==3.1.15[runtime-strict]extra == "runtime-strict"
-
humanize==4.8.0[optional-strict]extra == "optional-strict"
-
humanize>=4.8.0[all]extra == "all"
-
humanize>=4.8.0[optional]extra == "optional"
-
hydra-core>=1.3.2[runtime]extra == "runtime"
-
hydra-core>=1.3.2[all]extra == "all"
-
hydra-core==1.3.2[runtime-strict]extra == "runtime-strict"
-
ijson>=3.2.1[runtime](python_version < "4.0" and python_version >= "3.13") and extra == "runtime"
-
ijson>=3.2.1[all](python_version < "4.0" and python_version >= "3.13") and extra == "all"
-
ijson==3.2.1[runtime-strict](python_version < "4.0" and python_version >= "3.13") and extra == "runtime-strict"
-
imagesize>=1.4.1[runtime]extra == "runtime"
-
imagesize>=1.4.1[all]extra == "all"
-
imagesize==1.4.1[runtime-strict]extra == "runtime-strict"
-
ipython>=8.13.1[all]extra == "all"
-
ipython>=8.13.1[optional]extra == "optional"
-
ipython==8.13.1[optional-strict]extra == "optional-strict"
-
jq>=1.8.0[all](python_version < "4.0" and python_version >= "3.13") and extra == "all"
-
jq>=1.8.0[runtime](python_version < "4.0" and python_version >= "3.13") and extra == "runtime"
-
jq==1.8.0[runtime-strict](python_version < "4.0" and python_version >= "3.13") and extra == "runtime-strict"
-
jsonargparse==4.19.0[runtime-strict]extra == "runtime-strict"
-
jsonargparse>=4.19.0[all]extra == "all"
-
jsonargparse>=4.19.0[runtime]extra == "runtime"
-
jsonschema>=4.19.2[runtime]extra == "runtime"
-
jsonschema>=4.19.2[all]extra == "all"
-
jsonschema==4.19.2[runtime-strict]extra == "runtime-strict"
-
kornia>=0.6.8[runtime]extra == "runtime"
-
kornia>=0.6.8[all]extra == "all"
-
kornia==0.6.8[runtime-strict]extra == "runtime-strict"
-
kwarray>=0.6.19[all]extra == "all"
-
kwarray==0.6.19[runtime-strict]extra == "runtime-strict"
-
kwarray>=0.6.19[runtime]extra == "runtime"
-
kwcoco>=0.8.5[runtime]extra == "runtime"
-
kwcoco==0.8.5[runtime-strict]extra == "runtime-strict"
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kwcoco>=0.8.5[all]extra == "all"
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kwcoco-dataloader>=0.1.1[all]extra == "all"
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kwcoco-dataloader>=0.1.1[runtime]extra == "runtime"
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kwcoco-dataloader==0.1.1[runtime-strict]extra == "runtime-strict"
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kwgis==0.1.1[runtime-strict]extra == "runtime-strict"
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kwgis>=0.1.1[all]extra == "all"
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kwgis>=0.1.1[runtime]extra == "runtime"
-
kwimage>=0.11.2[runtime]extra == "runtime"
-
kwimage>=0.11.2[all]extra == "all"
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kwimage==0.11.2[runtime-strict]extra == "runtime-strict"
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kwimage-ext>=0.2.1[runtime](platform_system == "Linux" and python_version < "3.12") and extra == "runtime"
-
kwimage-ext>=0.2.1[all](platform_system == "Linux" and python_version < "3.12") and extra == "all"
-
kwimage-ext==0.2.1[runtime-strict](platform_system == "Linux" and python_version < "3.12") and extra == "runtime-strict"
-
kwplot>=0.4.14[runtime]extra == "runtime"
-
kwplot>=0.4.14[all]extra == "all"
-
kwplot==0.4.14[runtime-strict]extra == "runtime-strict"
-
kwutil>=0.3.4[runtime]extra == "runtime"
-
kwutil>=0.3.4[all]extra == "all"
-
kwutil==0.3.4[runtime-strict]extra == "runtime-strict"
-
lark>=1.1.7[runtime]extra == "runtime"
-
lark>=1.1.7[all]extra == "all"
-
lark==1.1.7[runtime-strict]extra == "runtime-strict"
-
lark-cython>=0.0.16[runtime]extra == "runtime"
-
lark-cython>=0.0.16[all]extra == "all"
-
lark-cython==0.0.16[runtime-strict]extra == "runtime-strict"
-
lazy-loader==0.4[runtime-strict]extra == "runtime-strict"
-
lazy-loader>=0.4[all]extra == "all"
-
lazy-loader>=0.4[runtime]extra == "runtime"
-
levenshtein==0.26.1[optional-strict](python_version < "4.0" and python_version >= "3.13") and extra == "optional-strict"
-
levenshtein>=0.26.1[optional](python_version < "4.0" and python_version >= "3.13") and extra == "optional"
-
levenshtein>=0.26.1[all](python_version < "4.0" and python_version >= "3.13") and extra == "all"
-
lxml==5.3.0[runtime-strict](python_version < "4.0" and python_version >= "3.11") and extra == "runtime-strict"
-
lxml>=5.3.0[runtime](python_version < "4.0" and python_version >= "3.11") and extra == "runtime"
-
lxml>=5.3.0[all](python_version < "4.0" and python_version >= "3.11") and extra == "all"
-
matplotlib>=3.9.2[runtime](python_version < "4.0" and python_version >= "3.13") and extra == "runtime"
-
matplotlib>=3.9.2[all](python_version < "4.0" and python_version >= "3.13") and extra == "all"
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matplotlib==3.9.2[runtime-strict](python_version < "4.0" and python_version >= "3.13") and extra == "runtime-strict"
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mgrs>=1.4.6[all](python_version < "4.0" and python_version >= "3.12") and extra == "all"
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mgrs==1.4.6[runtime-strict](python_version < "4.0" and python_version >= "3.12") and extra == "runtime-strict"
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mgrs>=1.4.6[runtime](python_version < "4.0" and python_version >= "3.12") and extra == "runtime"
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mkinit==0.3.3[optional-strict]extra == "optional-strict"
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mkinit>=0.3.3[optional]extra == "optional"
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mkinit>=0.3.3[all]extra == "all"
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mmcv==2.0.0[mmcv-strict]extra == "mmcv-strict"
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mmcv>=2.0.0[mmcv]extra == "mmcv"
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monai>=1.3.2[runtime](python_version < "4.0" and python_version >= "3.13") and extra == "runtime"
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monai==1.3.2[runtime-strict](python_version < "4.0" and python_version >= "3.13") and extra == "runtime-strict"
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monai>=1.3.2[all](python_version < "4.0" and python_version >= "3.13") and extra == "all"
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more-itertools==8.12.0[runtime-strict]extra == "runtime-strict"
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more-itertools>=8.12.0[runtime]extra == "runtime"
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more-itertools>=8.12.0[all]extra == "all"
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ndsampler>=0.8.0[runtime]extra == "runtime"
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ndsampler==0.8.0[runtime-strict]extra == "runtime-strict"
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ndsampler>=0.8.0[all]extra == "all"
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netharn>=0.6.1[compat]extra == "compat"
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netharn==0.6.1[compat-strict]extra == "compat-strict"
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networkx>=3.0.0[runtime](python_version < "4.0" and python_version >= "3.13") and extra == "runtime"
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networkx==3.0.0[runtime-strict](python_version < "4.0" and python_version >= "3.13") and extra == "runtime-strict"
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networkx>=3.0.0[all](python_version < "4.0" and python_version >= "3.13") and extra == "all"
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numexpr>=2.10.2[runtime](python_version < "4.0" and python_version >= "3.13") and extra == "runtime"
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numexpr==2.10.2[runtime-strict](python_version < "4.0" and python_version >= "3.13") and extra == "runtime-strict"
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numexpr>=2.10.2[all](python_version < "4.0" and python_version >= "3.13") and extra == "all"
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numpy>=2.1.0[all](python_version < "4.0" and python_version >= "3.13") and extra == "all"
-
numpy>=2.1.0[runtime](python_version < "4.0" and python_version >= "3.13") and extra == "runtime"
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numpy==2.1.0[runtime-strict](python_version < "4.0" and python_version >= "3.13") and extra == "runtime-strict"
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omegaconf>=2.3[runtime]extra == "runtime"
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omegaconf==2.3[runtime-strict]extra == "runtime-strict"
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omegaconf>=2.3[all]extra == "all"
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opencv-python==4.10.0.84[graphics-strict](python_version < "4.0" and python_version >= "3.13") and extra == "graphics-strict"
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opencv-python>=4.10.0.84[graphics](python_version < "4.0" and python_version >= "3.13") and extra == "graphics"
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opencv-python-headless==4.10.0.84[headless-strict](python_version < "4.0" and python_version >= "3.13") and extra == "headless-strict"
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opencv-python-headless>=4.10.0.84[headless](python_version < "4.0" and python_version >= "3.13") and extra == "headless"
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openpyxl==3.0.9[development-strict]extra == "development-strict"
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openpyxl>=3.0.9[development]extra == "development"
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pandas==2.2.3[runtime-strict](python_version < "4.0" and python_version >= "3.13") and extra == "runtime-strict"
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pandas>=2.2.3[runtime](python_version < "4.0" and python_version >= "3.13") and extra == "runtime"
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pandas>=2.2.3[all](python_version < "4.0" and python_version >= "3.13") and extra == "all"
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parse>=1.19.0[all]extra == "all"
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parse==1.19.0[runtime-strict]extra == "runtime-strict"
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