How to understand GP extrapolation shape

Specific Domains Probabilistic programming
2

By not passing an explicit mean to GP like you did in:

f = GP(Matern52Kernel())

you’re declaring “zero-mean” Gaussian process prior. See this line. Since your GP prior assumes zero-mean, the GP will converge towards 0 where there are not enough data points.

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