Add GPX surrogate model #530
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* first version of the test and new class GPX * Implement gpx, add gpx in test_all, add an exemple, and a manual test. * Revert setup change --------- Co-authored-by: Rémi Lafage <remi.lafage@onera.fr>
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GPXis a re-implementation of Kriging (akaKRG) andKPLSmodels of SMT in Rust.Actually,
GPXis a wrapper of theGpxmodel from the egobox library which is adapted here to the surrogate models API of SMT.If you find the performances of the Python implementation (training/prediction time) not sufficient for your use case,
you may want to give
GPXa try.