stheno.mo.kernel module¶

class stheno.mo.kernel.MultiOutputKernel(measure, *ps)[source]¶

Bases: mlkernels.kernel.Kernel

A generic multi-output kernel.

Parameters

measure (stheno.model.measure.Measure) – Measure to take the kernels from.
*ps (stheno.model.gp.GP) – Processes that make up the multi-valued process.

measure¶

Measure to take the kernels from.

Type: stheno.model.measure.Measure

ps¶

Processes that make up the multi-valued process.

Type: tuple[stheno.model.gp.GP]

render(formatter)[source]¶

Render the element.

This is the lowest-level operation in pretty printing an element, and should produce a string representation of the element. This method should be implemented to determine how to render a custom element.

Parameters: formatter (elements, optional) – Function to format values.
Returns: Rendering of the element.
Return type: str