SMTorg / smt / 11721184947

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Add implementation of the multi-fi cokriging MFCK (#657)

* First implementations of the MFCK(ND 2 fidelity levels)

* Updates with the removal of blank lines, checked with ruff, test added

* Save changes to SMT_MFCK_tutorial.ipynb

* Bugs fixed respect to the HP optimization, MFCK tutorial and test added. Tested over ruff.

* Update over mfck file for pass ruff test

* Fixed files for pass the ruff test.

* Notebook moved to a folder named MFCK in tutorial folder

* Improvement in the tutorial notebook of MFCK

* Correction in MFCK predict, Addition of 3 level example in tutorial

* Add test for more code coverage in mfck.py, modification in mfck.py to avoid code that will not use in the tests

* Update for tutorial

* Fixing blank lines for pass ruff check

* Name for optimal theta changed

* optimal theta for mfck changed in notebook

* Tutorial MFCK updated

* Correction for ruff test

* Updtaes of the files following suggested changes, pending of revision

* Corrected version of MFCK, Adding option to optimize with nlopt if it's available

* Notebook updated

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