Multitask/Multioutput GPs with Exact Inference

Exact GPs can be used to model vector valued functions, or functions that represent multiple tasks. There are several different cases:

Multi-output (vector valued functions)

Scalar function with multiple tasks

See the Hadamard Multitask GP Regression example. This setting should be used only when each input corresponds to a single task.