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XplainML

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0.0.1 XplainML-0.0.1-py3-none-any.whl

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Project: XplainML
Version: 0.0.1
Filename: XplainML-0.0.1-py3-none-any.whl
Download: [link]
Size: 5475
MD5: bd7a6b0c5d32b320bdfe97a925f4db68
SHA256: eb47aff99b5e3ac0ce196f1a97d2968982081db1f0539757b94ace8f13fc55ee
Uploaded: 2024-04-01 02:56:12 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: XplainML
Version: 0.0.1
Summary: XplainML is a comprehensive Python package designed for Explainable AI (XAI) and Responsible AI practices. It provides a suite of tools and algorithms to enhance the transparency, interpretability, and fairness of machine learning models.
Author: DeependraVerma
Author-Email: deependra.verma00[at]gmail.com
Home-Page: https://github.com/DeependraVerma/XAI_ResponsibleAI_Toolbox
Project-Url: Bug Tracker, https://github.com/DeependraVerma/XAI_ResponsibleAI_Toolbox/issues
License: MIT
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Operating System :: OS Independent
Requires-Dist: pandas
Requires-Dist: numpy
Requires-Dist: scikit-learn
Requires-Dist: shap
Requires-Dist: lime
Requires-Dist: aif360
Requires-Dist: fairlearn
Requires-Dist: seaborn
Requires-Dist: matplotlib
Requires-Dist: scikit-image
Requires-Dist: tox (==3.25.1); extra == "testing"
Requires-Dist: tox-gh-actions; extra == "testing"
Requires-Dist: pytest (>=7.1.3); extra == "testing"
Requires-Dist: black (>=22.8.0); extra == "testing"
Requires-Dist: flake8 (>=5.0.4); extra == "testing"
Requires-Dist: mypy (>=0.971); extra == "testing"
Provides-Extra: testing
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 4938 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.43.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
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XplainML/explainability.py sha256=AGo7EEhXgyo-SERi_kxFCReu-TSuhG6XjK3KUs9_Qrg 1123
XplainML/responsible_ai.py sha256=y6FDjvaMHnXSe91QvGaJoVqdUvRoArZG23JptI4u56Y 1878
XplainML-0.0.1.dist-info/LICENSE sha256=bLqtQ4w9nRbgqIX5Lznay2WvSyvHCzAomKxbnv-qaE4 1072
XplainML-0.0.1.dist-info/METADATA sha256=U7_rNwDlWsUrHrlJSVDkI-Xn7PptNcdhzJj_mi48jBo 6303
XplainML-0.0.1.dist-info/WHEEL sha256=GJ7t_kWBFywbagK5eo9IoUwLW6oyOeTKmQ-9iHFVNxQ 92
XplainML-0.0.1.dist-info/top_level.txt sha256=GvqcCo-3iz0HRT3JMy8xxQ8YLxgQN5qCXDXdYLo4XlI 9
XplainML-0.0.1.dist-info/RECORD — —

top_level.txt

XplainML