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A generic framework that intuitively explains ML models.

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Explainability Framework Code Demo

requiremetn.txt - set up the environment

pip install -r requirements.txt

lgbm.pkl, data.parquet - sample input files, vanilla LightGMB and dataset

exp_framework.py, Code Demo.ipynb - the main scripts, need to be in the same folder

Then simply execute the cells in Code Demo.ipynb, and you should expect outputs like sample outputs.

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Yingqi Ding (@dyq0811)

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A generic framework that intuitively explains ML models.

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