/Explainability-Framework

A generic framework that intuitively explains ML models.

Primary LanguageJupyter Notebook

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.

Contact

Yingqi Ding (@dyq0811)