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oxonfair

0.2.1.9

oxonfair-0.2.1.9-py3-none-any.whl

Wheel Details

Project:	oxonfair
Version:	0.2.1.9
Filename:	oxonfair-0.2.1.9-py3-none-any.whl
Download:	[link]
Size:	52152
MD5:	`5e671d3d003339385050051839274dd6`
SHA256:	`29f1f1a6a71ed26e134edb25f19b419a640688f05de3884d35a51334b589f420`
Uploaded:	2024-11-26 15:34:52 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt · namespace_packages.txt · zip-safe

METADATA

Metadata-Version:	2.1
Name:	oxonfair
Version:	0.2.1.9
Summary:	Toolkit for evaluating and enforcing ML model fairness
Author:	Governance of Emerging Technologies Programme (Oxford Internet Insitute)
Home-Page:	https://github.com/oxfordinternetinstitute/oxonfair
Project-Url:	Homepage, https://github.com/ChrisMRuss/oxon-fair/
Project-Url:	Issues, https://github.com/ChrisMRuss/oxon-fair/issues
License:	Apache-2.0
Classifier:	Development Status :: 4 - Beta
Classifier:	Intended Audience :: Education
Classifier:	Intended Audience :: Developers
Classifier:	Intended Audience :: Science/Research
Classifier:	Intended Audience :: Customer Service
Classifier:	Intended Audience :: Financial and Insurance Industry
Classifier:	Intended Audience :: Healthcare Industry
Classifier:	Intended Audience :: Telecommunications Industry
Classifier:	License :: OSI Approved :: Apache Software License
Classifier:	Operating System :: MacOS
Classifier:	Operating System :: Microsoft :: Windows
Classifier:	Operating System :: POSIX
Classifier:	Operating System :: Unix
Classifier:	Programming Language :: Python :: 3
Classifier:	Programming Language :: Python :: 3.8
Classifier:	Programming Language :: Python :: 3.9
Classifier:	Programming Language :: Python :: 3.10
Classifier:	Programming Language :: Python :: 3.11
Classifier:	Topic :: Software Development
Classifier:	Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier:	Topic :: Scientific/Engineering :: Information Analysis
Classifier:	Topic :: Scientific/Engineering :: Image Recognition
Requires-Python:	>=3.8
Requires-Dist:	numpy (>=1.21.4)
Requires-Dist:	pandas (>=1.2.5)
Requires-Dist:	scikit-learn
Requires-Dist:	ucimlrepo
Requires-Dist:	matplotlib; extra == "full"
Requires-Dist:	torch; extra == "full"
Requires-Dist:	jupyterlab; extra == "full"
Requires-Dist:	autogluon.tabular; extra == "full"
Requires-Dist:	xgboost; extra == "full"
Requires-Dist:	matplotlib; extra == "notebooks"
Requires-Dist:	torch; extra == "notebooks"
Requires-Dist:	jupyterlab; extra == "notebooks"
Requires-Dist:	autogluon.tabular; extra == "notebooks"
Requires-Dist:	fairlearn; extra == "notebooks"
Requires-Dist:	fairret; extra == "notebooks"
Requires-Dist:	xgboost; extra == "notebooks"
Requires-Dist:	matplotlib; extra == "tests"
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Requires-Dist:	linkcheckmd; extra == "tests"
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Requires-Dist:	torch; extra == "tests"
Requires-Dist:	jupyterlab; extra == "tests"
Requires-Dist:	flake8; extra == "tests"
Requires-Dist:	autogluon.tabular; extra == "tests"
Requires-Dist:	tabulate; extra == "tests"
Requires-Dist:	fairlearn; extra == "tests"
Requires-Dist:	fairret; extra == "tests"
Requires-Dist:	xgboost; extra == "tests"
Requires-Dist:	tox; extra == "tests"
Requires-Dist:	pytest-cov; extra == "tests"
Requires-Dist:	pytest; extra == "tests"
Provides-Extra:	full
Provides-Extra:	notebooks
Provides-Extra:	tests
Description-Content-Type:	text/markdown
License-File:	LICENSE

[Description omitted; length: 20390 characters]

WHEEL

Wheel-Version:	1.0
Generator:	setuptools (75.6.0)
Root-Is-Purelib:	true
Tag:	py3-none-any

RECORD

Path	Digest	Size
oxonfair/__init__.py	sha256=-dUlkAHHjSWHeOYWqD85hOKIQJ8DPR4pCCqs464lEs8	437
oxonfair/version.py	sha256=aSbhPFDiAXWgdK19s7kTy1gVWbtVGBRMgx263ysV_50	65
oxonfair/learners/__init__.py	sha256=trQ8kbKoPEamqsVQD0ekBeVThcfjp8ptwv1O4wn8pn8	269
oxonfair/learners/efficient_compute.py	sha256=0e0FuhNCi9LwjTIPvtAS7NCi9KNOSFuvTjEfbAFOHEQ	23935
oxonfair/learners/fair.py	sha256=VRlsJhZHZc1l7Vmom-NxZDIkCvlzD0as-UD1aXoMTzA	61306
oxonfair/learners/fair_frontier.py	sha256=0ICjtKyjI2KyaD-r_HOiPPnc9WyCMJMDqEYojv8MXss	12969
oxonfair/utils/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
oxonfair/utils/conditional_group_metrics.py	sha256=do18t_8Ug2-W83RePTK3kluuD1BZ4dHgvSSUspGxk-U	3792
oxonfair/utils/dataset_loader.py	sha256=OD09vb0ou_f9KRypNbM-7LLAbdIVuWkM3gBVm6qif8U	12656
oxonfair/utils/group_metric_classes.py	sha256=sm-fpjCZcE6ECFJTwXsciexTKFg5XJYvBJifBmbimGE	18737
oxonfair/utils/group_metrics.py	sha256=n3zVINZHyUbfIO0cIZU57Mmp5WKvwVudHBeQriegTQc	10527
oxonfair/utils/performance.py	sha256=-CRbW6AExppE9lqVFdSLcyvJHHCc8bZssVR4uwXwSeQ	9251
oxonfair/utils/scipy_metrics_cont_wrapper.py	sha256=_2rWDMDdNTzzNSSJNXYkiDxdru2HanzsWym_FtRk7Xk	583
oxonfair-0.2.1.9.dist-info/LICENSE	sha256=xx0jnfkXJvxRnG63LTGOxlggYnIysveWIZ6H3PNdCrQ	11357
oxonfair-0.2.1.9.dist-info/METADATA	sha256=VaM6tzV3X_InflAxCCWzLQ9b5OxJ_tdNKPKhFBD5toc	23388
oxonfair-0.2.1.9.dist-info/WHEEL	sha256=PZUExdf71Ui_so67QXpySuHtCi3-J3wvF4ORK6k_S8U	91
oxonfair-0.2.1.9.dist-info/namespace_packages.txt	sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs	1
oxonfair-0.2.1.9.dist-info/top_level.txt	sha256=iCvBDgOIEFE0YQhUiV0UjbnkgsKI14O9iG65s2fnefc	9
oxonfair-0.2.1.9.dist-info/zip-safe	sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs	1
oxonfair-0.2.1.9.dist-info/RECORD	—	—