Maximizing lipschitz margin against noise

This repo is designed to show effect of lipschitz margin on performance network with noisy input.

Instalation:

In root folder you will find file requirements.txt that includes all required libraries, to install run:
pip install -r requirements.txt

Report:

To see the result of experiment open Jupyter notebook report.ipynb The rest information you can find in it.