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Arithmetic between GPs

Open jtrakk opened this issue 3 years ago • 1 comments

I have two AbstractGPs.FiniteGP instances fit with Optim. I want to know the difference between their predictions. One way to do this is to make predictions from each and take the difference. I think it is also possible to take the difference between the two FiniteGPs to get a new FiniteGP, and use that to make a prediction of the difference at an input point?

If so, does it make sense to add that feature to AbstractGPs.jl ?

jtrakk avatar Jun 19 '21 01:06 jtrakk

Have you seen Stheno.jl at all? It implements these kinds of operations between GPs.

willtebbutt avatar Jun 19 '21 07:06 willtebbutt