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...ainable AI in action. The GIF should depict steps like Automated Exploratory Data An.webp
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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 | ||
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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 | ||
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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" | ||
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# 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. | ||
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## Credits | ||
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Explainable AI was created by [Om Bhojane](https://github.com/ombhojane). Special thanks to the following contributors for their support. | ||
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<p align="start"> | ||
<a href="https://github.com/ombhojane/explainableai/graphs/contributors"> | ||
<img src="https://contrib.rocks/image?repo=ombhojane/explainableai"/> | ||
</a> | ||
</p> | ||
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## Acknowledgements | ||
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ExplainableAI builds upon several open-source libraries, including: | ||
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python-dotenv | ||
scipy | ||
pillow | ||
colorama | ||
dask | ||
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[dev] | ||
pytest | ||
flake8 | ||
black | ||
mypy |
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