LinSyn: Synthesizing Tight Linear Bounds for Arbitrary Neural Network Activation Functions

This artifact contains the code for the paper LinSyn: Synthesizing Tight Linear Bounds for Arbitrary Neural Network Activation Functions. It contains code that implements the algorithm described in the paper, scripts to reproduce Tables 1 and 2, and documentation on how to use the scripts. In addition, it also contains a walkthrough for instantiating the LinSyn module to bound an activation function.