Bayesian Analysis with Python - Second Edition

Modeling functions

We will begin our discussion of Gaussian processes by first describing a way to represent functions as probabilistic objects. We may think of a function, _, as a mapping from a set of inputs, _, to a set of outputs, . Thus, we can write:

One way to represent functions is by listing for each value its corresponding value. In fact, ...