Dense

class tinygp.noise.Dense(value: JAXArray)

Bases: Noise

A full rank observation noise model

Warning

This model cannot be used in conjunction with the tinygp.solvers.QuasisepSolver for scalable computations.

Parameters:

value – The N-by-N full rank observation model.

diagonal() → tinygp.helpers.JAXArray

The diagonal elements of the noise model as an array

to_qsm() → SymmQSM | DiagQSM

This cannot be compactly represented as a quasiseparable matrix