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lux-explainer

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1.2.0 lux_explainer-1.2.0-py3-none-any.whl

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Project: lux-explainer
Version: 1.2.0
Filename: lux_explainer-1.2.0-py3-none-any.whl
Download: [link]
Size: 48909
MD5: 20cfccdc205bbbcc3098dd156c8b59a9
SHA256: 1e7595c43f0742df7d7c8a376595f7cdc29f8ab223a70b8f9f935cfe3c0f9f4f
Uploaded: 2024-04-30 10:44:15 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: lux-explainer
Version: 1.2.0
Summary: Universal Local Rule-based Explainer
Author-Email: Szymon Bobek <szymon.bobek[at]gmail.com>
Project-Url: Homepage, https://github.com/sbobek/lux
Project-Url: Documentation, https://lux-explainer.readthedocs.org
Project-Url: Issues, https://github.com/sbobek/lux/issues
License: MIT License Copyright (c) 2021 sbobek Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Keywords: xai,explainability,model-agnostic,rule-based
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.8
Requires-Dist: pandas (>=1.4.3)
Requires-Dist: numpy (>=1.22.4)
Requires-Dist: scikit-learn (>=1.1.1)
Requires-Dist: matplotlib (>=3.5.2)
Requires-Dist: matplotlib-inline (>=0.1.3)
Requires-Dist: seaborn (>=0.11.2)
Requires-Dist: graphviz (>=0.20)
Requires-Dist: shap (>=0.41.0)
Requires-Dist: lime (>=0.2.0.1)
Requires-Dist: anchor-exp (>=0.0.2.0)
Requires-Dist: imbalanced-learn (>=0.9.1)
Requires-Dist: gower (>=0.1.2)
Requires-Dist: numdifftools (>=0.9.41)
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 6384 characters]

WHEEL

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Tag: py3-none-any

RECORD

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lux_explainer-1.2.0.dist-info/RECORD — —

top_level.txt

lux