Tests

New save or load functions for the surrogate models using pickle #1614

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Run time

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Job	Run time
test (ubuntu-latest, 3.12)	9m 52s
test (macos-latest, 3.12)	5m 13s
test (windows-latest, 3.12)	10m 11s
test (ubuntu-latest, 3.11)	8m 39s
test (ubuntu-latest, 3.10)	9m 13s
	43m 8s