This repository belongs to the paper 'GAM(e) Changer or Not? An Evaluation of Interpretable Machine Learning Models based on Additive Model Constraints' and comprises the source code to reproduce all results reported in this paper.
- https://github.com/ZebinYang/gaminet (GAMI-Net: An Explainable Neural Network based on Generalized Additive Models with Structured Interactions)
- https://github.com/ZebinYang/exnn (Enhancing Explainability of Neural Networks through Architecture Constraints)
- https://github.com/google-research/google-research/tree/master/neural_additive_models (Neural Additive Models: Interpretable Machine Learning with Neural Nets)