There are several demos exemplifying the use of pyGPs for various Gaussian process () tasks. We recommend to first go through Basic GP Regression which introduces the regression model. Basic regression is the most intuitive and simplest learning task feasable with . The other demos will then provide a general insight into more advanced functionalities of the package. You will also find the implementation of the demos in the source folder under pyGPs/Demo.
Some examples for real-world data