Diagonal#

class tinygp.noise.Diagonal(diag: tinygp.helpers.JAXArray)[source]#

Bases: tinygp.noise.Noise

A diagonal observation noise model

This represents the observation model using per-observation measurement variances.

Parameters

diag – The diagonal elements of the noise model.

diagonal() → tinygp.helpers.JAXArray[source]#

The diagonal elements of the noise model as an array

to_qsm() → DiagQSM[source]#

This noise model represented as a quasiseparable matrix