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0.31.0 interpret_community-0.31.0-py3-none-any.whl

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Project: interpret-community
Version: 0.31.0
Filename: interpret_community-0.31.0-py3-none-any.whl
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Size: 130710
MD5: 27d641de615db8985193f98601d94841
SHA256: 9c21e14d4c79bf3af77c058e41e985fb83be1f7684561b706986d07afeaf8e56
Uploaded: 2024-01-12 21:53:10 +0000

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METADATA · WHEEL · RECORD · top_level.txt · entry_points.txt

METADATA

Metadata-Version: 2.1
Name: interpret_community
Version: 0.31.0
Summary: Microsoft Interpret Extensions SDK for Python
Author: Microsoft Corp
Author-Email: ilmat[at]microsoft.com
Home-Page: https://github.com/interpretml/interpret-community
License: MIT License
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: MacOS
Classifier: Operating System :: POSIX :: Linux
Requires-Dist: numpy
Requires-Dist: pandas (<2.0.0)
Requires-Dist: scipy
Requires-Dist: ml-wrappers (~=0.5.4)
Requires-Dist: scikit-learn
Requires-Dist: packaging
Requires-Dist: shap (<=0.44.0,>=0.20.0)
Requires-Dist: raiutils (~=0.4.0)
Requires-Dist: interpret-core (<0.5.0,>=0.1.20); python_version <= "3.7"
Requires-Dist: interpret-core (<=0.5.0,>=0.1.20); python_version >= "3.8"
Requires-Dist: tensorflow; extra == "deep"
Requires-Dist: pyyaml; extra == "deep"
Requires-Dist: keras; extra == "deep"
Requires-Dist: lime (>=0.2.0.0); extra == "lime"
Requires-Dist: lightgbm; extra == "mimic"
Requires-Dist: hdbscan; extra == "sample"
Provides-Extra: deep
Provides-Extra: lime
Provides-Extra: mimic
Provides-Extra: sample
Description-Content-Type: text/markdown
License-File: LICENSE.txt
[Description omitted; length: 2789 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.42.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

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interpret_community-0.31.0.dist-info/RECORD — —

top_level.txt

interpret_community

entry_points.txt

[interpret_ext_blackbox]
KernelExplainer = interpret_community.shap:KernelExplainer
LIMEExplainer = interpret_community.lime:LIMEExplainer
MimicExplainer = interpret_community.mimic:MimicExplainer
PFIExplainer = interpret_community.permutation:PFIExplainer
TabularExplainer = interpret_community:TabularExplainer
[interpret_ext_glassbox]
DecisionTreeExplainableModel = interpret_community.mimic.models:DecisionTreeExplainableModel
LGBMExplainableModel = interpret_community.mimic.models:LGBMExplainableModel
LinearExplainableModel = interpret_community.mimic.models:LinearExplainableModel
SGDExplainableModel = interpret_community.mimic.models:SGDExplainableModel
[interpret_ext_greybox]
DeepExplainer = interpret_community.shap:DeepExplainer
LinearExplainer = interpret_community.shap:LinearExplainer
TreeExplainer = interpret_community.shap:TreeExplainer