Exercise - Activation Functions

In this notebook we will have a look at activation functions, the second fundamental concept of neurons.

Download this notebook and implement the missing parts. You will have to implement four of the most common activations functions: Sigmoid, TanH, ReLU and LeakyReLU. The implemented activation functions should look like this:

Sigmoid

TanH

ReLU

LeakyReLU