Locally SParse Interpretable Networks (LSPIN)
This folder includes the model codes of Locally Linear SParse Interpretable Networks (LLSPIN) and Locally SParse Interpretable Networks (LSPIN), and a few demo experiments.
Installation:
Key Dependencies:
- tensorflow-gpu==1.15.2
- matplotlib==3.1.2
- optuna
- sklearn
Usage:
See Demo1.ipynb and Demo2.ipynb for detail usage of LLSPIN and LPSIN