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EBM Utils\n\n![License](https://img.shields.io/github/license/blengerich/ebm_utils.svg?style=flat-square)\n![Maintenance](https://img.shields.io/maintenance/yes/2023?style=flat-square)\n![python](https://img.shields.io/badge/python-3.9%20|%203.10-blue)\n\u003ca href=\"https://github.com/psf/black\"\u003e\u003cimg alt=\"Code style: black\" src=\"https://img.shields.io/badge/code%20style-black-000000.svg\"\u003e\u003c/a\u003e\n![Test Passing](https://github.com/blengerich/ebm_utils/actions/workflows/unit-test.yml/badge.svg)\n![pylint Score](pylint.svg)\n\nUtilities for [Explainable Boosting Machines](https://github.com/interpretml/interpret).\n\nIncludes:\n- [Feature Importance in EBMs](https://github.com/blengerich/ebm_utils/blob/main/demos/importances_demo.ipynb)\n- [Marginalization with EBMs](https://github.com/blengerich/ebm_utils/blob/main/demos/marginalize_demo.ipynb)\n- [Plotting effects in EBMs with Matplotlib utils](https://github.com/blengerich/ebm_utils/blob/main/demos/plotting_demo.ipynb)\n- [Purification of interaction effects](https://github.com/blengerich/ebm_utils/blob/main/demos/purify_demo.ipynb)\n- [Automated Discontinuity Finding with EBMs](https://github.com/blengerich/DeathByRoundNumbers/blob/main/analyze_pneumonia.ipynb)\n- [Automated Non-Monotonicity Finding with EBMs](https://github.com/blengerich/DeathByRoundNumbers/blob/main/analyze_pneumonia.ipynb)\n\n## Install and Use EBM Utils\n```\npip install git+https://github.com/blengerich/ebm_utils.git\n```\n\n\n## Contributing\n\nFeel free to contribute your utilities with the process in [CONTRIBUTING.md](https://github.com/blengerich/ebm_utils/blob/main/CONTRIBUTING.md).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadaptinfer%2Febm_utils","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fadaptinfer%2Febm_utils","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadaptinfer%2Febm_utils/lists"}