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I'm trying to fit a GP using the LA and think a non-zero mean function may be helpful. Is this an issue I could help address? I would posit that three different tests are needed:
Training with non-zero mean, both linear and perhaps more complex?
Prediction can be made and output shapes are consistent.
Prediction values align with a set of test points.
We currently don't have any tests that a non-zero prior mean actually works.
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