Global Explanations with Decision Rules: a Co-learning Approach

This is the official implementation of the paper with the title above.

• The file STGMA_fast.py implements the Soft Truncated Gaussian Mixture Analysis model;
• The folder co_training contains the implemented code of the co-learning algorithm;
• The folder deep_neural_nets contains the implementation of the different architectures we used in the experiments.