Utilities for Explainable Boosting Machines.
Includes:
- Feature Importance in EBMs
- Marginalization with EBMs
- Plotting effects in EBMs with Matplotlib utils
- Purification of interaction effects
- Automated Discontinuity Finding with EBMs
- Automated Non-Monotonicity Finding with EBMs
pip install git+https://github.com/blengerich/ebm_utils.git
Feel free to contribute your utilities with the process in CONTRIBUTING.md.