Hands-On Deep Learning Algorithms with Python

Demystifying the k-Lipschitz function

A Lipschitz continuous function is a function that must be continuous and almost differentiable everywhere. So, for any function to be a Lipschitz continuous, the absolute value of a slope of the function’s graph cannot be more than a constant . This constant is called the Lipschitz constant:

To put it in simple terms, we can say a function is Lipschitz continuous when the derivation of a function is bounded ...