Gaussian Processes with Kriging
Is your feature request related to a problem? Please describe. Nope! This is simply an interesting extension that I think would be useful to add.
Describe the solution you'd like
It would be convenient if a Gaussian Process could be used as a theoretical model.
This could be an option for the models_group argument of the build_theoretical_variogram method.
Additional context A useful paper: https://arxiv.org/html/2408.02331v1 Another paper: https://pure.strath.ac.uk/ws/portalfiles/portal/171374182/Suryasentana_Sheil_OSIG2023_Demystifying_the_connections_between_Gaussian_Process_Regression_and_Kriging.pdf Implementation: https://scikit-learn.org/stable/modules/gaussian_process.html
This is related to the PyOpenSci submission https://github.com/pyOpenSci/software-submission/issues/250