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equalityml

0.2.1

equalityml-0.2.1-py3-none-any.whl

Wheel Details

Project:	equalityml
Version:	0.2.1
Filename:	equalityml-0.2.1-py3-none-any.whl
Download:	[link]
Size:	29514
MD5:	`797f79f92376c8863d066b0d08833fb2`
SHA256:	`eefb51465fa15fcb1bb1870f783fa0a77f71eddd05510b0eba5e686e35fcb32e`
Uploaded:	2023-10-29 21:10:05 +0000

dist-info

METADATA · WHEEL · RECORD

METADATA

Metadata-Version:	2.1
Name:	equalityml
Version:	0.2.1
Summary:	Algorithms for evaluating fairness metrics and mitigating unfairness in supervised machine learning
Author:	Ben Brintz, Mark Zhang, James Ng, Janice Davis, Jared Hansen, Ji won Chang, João Granja, Rizwan Muhammad
Author-Email:	support[at]equalityai.com
Home-Page:	https://equalityai.com
Project-Url:	GitHub, https://github.com/EqualityAI/EqualityML
Project-Url:	Manifesto, https://equalityai.com/community/#manifesto
Project-Url:	Slack, https://equalityai.slack.com/ssb/redirect#/shared-invite/email
Project-Url:	Website, https://equalityai.com
License:	Apache-2.0
Classifier:	License :: OSI Approved :: Apache Software License
Classifier:	Operating System :: OS Independent
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:	Programming Language :: Python :: 3.10
Classifier:	Programming Language :: Python :: 3.8
Classifier:	Programming Language :: Python :: 3.9
Requires-Python:	>=3.8,<4.0
Requires-Dist:	BlackBoxAuditing (<0.2.0,>=0.1.54)
Requires-Dist:	aif360-fork2 (==0.5.0)
Requires-Dist:	dalex (<2.0.0,>=1.5.0)
Requires-Dist:	fairlearn (<0.8.0,>=0.7.0)
Requires-Dist:	matplotlib (<4.0.0,>=3.6.2)
Requires-Dist:	numpy (<2.0.0,>=1.20.3)
Requires-Dist:	pandas (<2.0.0,>=1.2.5)
Requires-Dist:	scikit-learn (<2.0,>=1.0)
Requires-Dist:	scipy (<2.0.0,>=1.9.3)
Requires-Dist:	tqdm (<5.0.0,>=4.64.1)
Description-Content-Type:	text/markdown

[Description omitted; length: 16146 characters]

WHEEL

Wheel-Version:	1.0
Generator:	poetry-core 1.5.1
Root-Is-Purelib:	true
Tag:	py3-none-any

RECORD

Path	Digest	Size
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equalityml/fair.py	sha256=Q_irmLDtDyfA8gWAg7rqJdXDmZZ6WWUo7h0NcoX63Ag	40336
equalityml/stats.py	sha256=k1Hkj-MZY1uqBNUbgu9Llw1UKnzdxFSCcYlnX48EFTI	19133
equalityml/threshold.py	sha256=wd2wb20iRxAfrB8Pm140p3PklZtBIThMcFj8kPpoLZE	28255
equalityml-0.2.1.dist-info/LICENSE	sha256=MHEJl0ikHAfojraUWhuSC_hGxa3pY4HkVlxBScZ1kXo	11360
equalityml-0.2.1.dist-info/METADATA	sha256=HYbbV1MkP9hXntPP6o-27kHoZ8EecFTd2kO3q7Pj8sA	17765
equalityml-0.2.1.dist-info/WHEEL	sha256=kLuE8m1WYU0Ig0_YEGrXyTtiJvKPpLpDEiChiNyei5Y	88
equalityml-0.2.1.dist-info/RECORD	—	—