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November 6, 2024 20:03
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Yup that's right @kforeman. I have it implemented but it's slower, I think I'm doing something wrong but haven't looked into it more yet.
Interesting, I am currently using that approach but didn't actually benchmark - will find some time to see if it's actually faster or I've just slowed myself down.
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From there @theorashid might be able to change the size of
beta_f
to(n_gps, gp_f._m_star)
to use the same basis function but independent coefficients for each of the child GPs. I haven't yet worked out how to get thedelta
deterministic working yet, though - I imagine it may have to first construct a sparse matrix (kronecker of a 3x3 identity matrix withphi_f
or something like that based on @bwengals comment)?