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ombhojane committed Oct 15, 2024
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23 changes: 21 additions & 2 deletions explainableai.egg-info/PKG-INFO
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Metadata-Version: 2.1
Name: explainableai
Version: 0.1.9
Version: 0.10
Summary: A comprehensive package for Explainable AI and model interpretation
Home-page: https://github.com/ombhojane/explainableai
Author: Om Bhojane, Palak Boricha
Author-email: [email protected]
Project-URL: Bug Tracker, https://github.com/ombhojane/explainableai/issues
Project-URL: Source Code, https://github.com/ombhojane/explainableai
Keywords: explainable ai,machine learning,model interpretation,data science
Keywords: explainableai,explainable ai,interpretable ml,model interpretability,feature importance,shap,lime,model explanation,ai transparency,machine learning,deep learning,artificial intelligence,data science,model insights,feature analysis,model debugging,ai ethics,responsible ai,xai,model visualization
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Expand All @@ -18,6 +18,8 @@ Classifier: Programming Language :: Python :: 3.7
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 :: 3.12
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.7
Expand All @@ -37,6 +39,13 @@ Requires-Dist: google-generativeai
Requires-Dist: python-dotenv
Requires-Dist: scipy
Requires-Dist: pillow
Requires-Dist: colorama
Requires-Dist: dask
Provides-Extra: dev
Requires-Dist: pytest; extra == "dev"
Requires-Dist: flake8; extra == "dev"
Requires-Dist: black; extra == "dev"
Requires-Dist: mypy; extra == "dev"

# ExplainableAI

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We welcome contributions to ExplainableAI! Please see our [Contributing Guidelines](CONTRIBUTING.md) for more information on how to get started.

## Credits

Explainable AI was created by [Om Bhojane](https://github.com/ombhojane). Special thanks to the following contributors for their support.

<p align="start">
<a href="https://github.com/ombhojane/explainableai/graphs/contributors">
<img src="https://contrib.rocks/image?repo=ombhojane/explainableai"/>
</a>
</p>

## Acknowledgements

ExplainableAI builds upon several open-source libraries, including:
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2 changes: 2 additions & 0 deletions explainableai.egg-info/SOURCES.txt
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Expand Up @@ -4,12 +4,14 @@ setup.py
explainableai/__init__.py
explainableai/anomaly_detection.py
explainableai/core.py
explainableai/exceptions.py
explainableai/fairness.py
explainableai/feature_analysis.py
explainableai/feature_engineering.py
explainableai/feature_interaction.py
explainableai/feature_selection.py
explainableai/llm_explanations.py
explainableai/logging_config.py
explainableai/model_comparison.py
explainableai/model_evaluation.py
explainableai/model_interpretability.py
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8 changes: 8 additions & 0 deletions explainableai.egg-info/requires.txt
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Expand Up @@ -12,3 +12,11 @@ google-generativeai
python-dotenv
scipy
pillow
colorama
dask

[dev]
pytest
flake8
black
mypy
22 changes: 19 additions & 3 deletions setup.py
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Expand Up @@ -7,7 +7,7 @@

setup(
name='explainableai',
version='0.1.9',
version='0.10',
packages=find_packages(exclude=['tests*']),
install_requires=[
'numpy',
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'google-generativeai',
'python-dotenv',
'scipy',
'pillow'
'pillow',
'colorama',
'dask'
],
extras_require={
'dev': [
'pytest',
'flake8',
'black',
'mypy',
],
},
entry_points={
'console_scripts': [
'explainableai=explainableai.main:main',
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'Programming Language :: Python :: 3.8',
'Programming Language :: Python :: 3.9',
'Programming Language :: Python :: 3.10',
'Programming Language :: Python :: 3.11',
'Programming Language :: Python :: 3.12',
'Topic :: Scientific/Engineering :: Artificial Intelligence',
'Topic :: Software Development :: Libraries :: Python Modules',
],
keywords='explainable ai, machine learning, model interpretation, data science',
keywords='explainableai, explainable ai, interpretable ml, model interpretability, '
'feature importance, shap, lime, model explanation, ai transparency, '
'machine learning, deep learning, artificial intelligence, data science, '
'model insights, feature analysis, model debugging, ai ethics, '
'responsible ai, xai, model visualization',
python_requires='>=3.7',
include_package_data=True,
package_data={
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