Description
Decision rules network is a special type of MLP that, once trained, can be directly mapped to a set of decision rules.
This repository contains the source code of the paper "Learning Accurate and Interpretable Decision Rule Sets from Neural Networks".
Please see tutorial.ipynb to get started.
Dependencies
- numpy
- pandas
- scitkit-learn
- pytorch