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Currently, the kriging matrix is build on the covariance function of the given model:
Line 290 in 21c97fc
| res[: self.cond_no, : self.cond_no] = self.model.covariance( |
To be future prove, we should add a switch to be able to select the variogram function as well.
For unbounded variograms (not supported at the moment) we can't express the kriging system by the covariance (not well defined then).
Unbounded variograms are already supported by PyKrige and we need to support them: GeoStat-Framework/PyKrige#136 (comment)
Further, this could maybe be helpful for some numerical problems, but I am just guessing here.
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