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0.0.13 bias_detector-0.0.13-py3-none-any.whl

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Project: bias-detector
Version: 0.0.13
Filename: bias_detector-0.0.13-py3-none-any.whl
Download: [link]
Size: 260544
MD5: f360d853f961bd4bd872944f49e68e07
SHA256: 0de5f132c668bafe08094b6b341cddf28af6a734d66491d90b553f3e91c88a3c
Uploaded: 2024-02-04 11:31:27 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: bias-detector
Version: 0.0.13
Summary: Bias Detector is a python package for detecting bias in machine learning models
Author: Elhanan Mishraky, Shir Lador, Aviv Benarie
Author-Email: elhanan_mishraky[at]intuit.com, shir_lador[at]intuit.com, aviv_benarie[at]intuit.com
Home-Page: https://github.com/intuit/bias-detector
License: MIT
Classifier: Development Status :: 4 - Beta
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.6
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Intended Audience :: Developers
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Requires-Dist: numpy (>=1.19.4)
Requires-Dist: pandas (>=1.1.5)
Requires-Dist: scikit-learn (>=0.23.2)
Requires-Dist: matplotlib (>=3.3.3)
Requires-Dist: scipy (>=1.5.4)
Requires-Dist: surgeo (==1.0.2)
Requires-Dist: nltk (>=3.5)
Requires-Dist: pytest; extra == "test"
Provides-Extra: test
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 9770 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.40.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
bias_detector/BiasConfidence.py sha256=LIcRlwZeXt34fOSbZjbhDvmJ0vhuOi3vnYrC2LRHsNY 381
bias_detector/BiasDetector.py sha256=W9jbmQSXJg4QYRpr8xaCeyQ1aPLKJNEBw_pVOQQvYwE 16057
bias_detector/BiasMetric.py sha256=WIz57yaglkjh8GpeQA6fWGqZnUCQormIooPGcAwjO3E 1271
bias_detector/BiasReport.py sha256=ssHeh9KhKEYqzEYMxhFUxtB5hhRiHQnCRxvAH-2hukU 11292
bias_detector/GroupsResults.py sha256=HE3q9Ap7iNewC6dHt_NvMPikWZ_Ku9PDQk7vM1A_hpI 1344
bias_detector/__init__.py sha256=TGm5o7p3ShIWzOgAg0OFyfRSoAdGfgGCcpcBABWZEKk 23
bias_detector/common.py sha256=9AdDRH1nUzpKqf7i3V_PZppVwHNJNBBTKCXNMoxsFTk 2177
bias_detector/p_groups_lookup.py sha256=d_Dy6FmlRM5-qjjWdUvOYrh-tnz_VYig101dwN5oPjg 3829
bias_detector/bias_metrics/BiasMetricImpl.py sha256=hx8C-OkKcy0BTzUnRAiUVMb9JjIlZ7DvVPSepW98JCo 407
bias_detector/bias_metrics/BiasMetricInput.py sha256=EBSyK2cEkZfJq2qI27a96PYywj63qySxt54-qwap3uM 458
bias_detector/bias_metrics/BiasMetricOutput.py sha256=KSusYlAKnswmdfJ3E3Qoz_Z8MTGURhkEO1NAolAiYJ4 159
bias_detector/bias_metrics/FprDiff.py sha256=AFqkKZeLvmD_9TNx5erCkmp-u4wD7aULh8_ataN_OqU 1396
bias_detector/bias_metrics/PositivePredProbDiff.py sha256=-qxb-yiXI_GXIr1Q86HX7mlk1mVnudNMqIcmnMXoIYY 1062
bias_detector/bias_metrics/TprDiff.py sha256=egoR_vj64-AYRptlOJINnkRFdxWCCP41kz1FCb2KV6o 1370
bias_detector/bias_metrics/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
bias_detector/fuzzy_names_from_emails/FullName.py sha256=mLKG0yEvnciQYXYIbCtYDRhxPiuHdoD7EXifktlXkbs 656
bias_detector/fuzzy_names_from_emails/FuzzyEmailFullNameExtractor.py sha256=vvQ3BQydcpPSBwpiuETRj49qyg2MQQ-HKxl03RZcCo4 6210
bias_detector/fuzzy_names_from_emails/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
bias_detector/models/FirstNameModel.py sha256=bgMFUGEw7ZCyBTvC5R54FqGk2Fb4HWLENzqv_WS7-Bs 336
bias_detector/models/FirstNameZipcodeModel.py sha256=-Vg44fd430_8BRhNIFn3HS6ZvZeiTQ2vlVpekg2_Scc 2400
bias_detector/models/FullNameModel.py sha256=RuU0zcg2lIHz_nsfD8BXeQweF-VcNsALQyMHfhf_Fv8 2271
bias_detector/models/FullNameZipcodeModel.py sha256=F-XMK3by_DaQyNK3G_0f9mdv8P3SXapu1I0gArc9kBE 3110
bias_detector/models/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
bias_detector/resources/p_first_name_given_race.csv sha256=fjTogr7GEhlCe5DahEw67lcSzIhuwEDSBj7klJ96xfU 405507
bias_detector/resources/p_gender_given_first_name.csv sha256=EsRQea5CPCEXdsupOzLqti7L90sO40diJ5eUWF4b0rg 86574
bias_detector/resources/p_race_given_first_name.csv sha256=O7GZU9S8L1PYuyT9o1SRWl0p8okv-Bdq-A_oy3EFaP4 251008
tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
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tests/test_BiasDetector.py sha256=i0maVUB8aW2giqitsuKrV2YXkE1tUuaHwzrCpsavMAY 5163
tests/test_BiasReport.py sha256=Pk-7sALixLREoCCh1Mw3R3AHZHU0L3MC8YKWphcMZGc 1961
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tests/test_p_groups_lookup.py sha256=DL5PArdv0pwK6JZYcaVJ6kIJRL9c_7gZM0xiBnWEpXg 343
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bias_detector-0.0.13.dist-info/RECORD — —

top_level.txt

bias_detector
tests