\(\sigma (z_j) = \frac{\exp (z_j)}{\sum _j \exp (z_j)}\)
The Softmax function takes an array of numbers and returns a set of numbers in the range 0 and 1. These set of numbers add up to one and are used in determining the probailisitc appropriateness of a learning outcome.