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Add spatial derivatives to squar_sin_exp kernel (#582)

* Begin writing hessian, unfinished, untested

* Write derivatives, untested

* Writes spatial derivatives, untested

* Little modification

* Solving bug in hessian in progress

* Working on hessian

* Fix hessian

* Bug fixing for spatial derivative

* Debugging of test prediction in progress

* New file for extended kernel definition

* Commit for debugging of spatial derivatives

* Clean comments and print + ruff

* Fix bug in order of test

* Begin writing hessian, unfinished, untested

* Write derivatives, untested

* Writes spatial derivatives, untested

* Little modification

* Solving bug in hessian in progress

* Working on hessian

* Fix hessian

* Bug fixing for spatial derivative

* Debugging of test prediction in progress

* New file for extended kernel definition

* Commit for debugging of spatial derivatives

* Clean comments and print + ruff

* Fix bug in order of test

* typo

* Remove kernel file

* typo

* ruff lint

* ruff lint 2

* Clean krg_training

* clean krg prediction

* clean kriging

* Clean krg_based

* Ruff

* Remove print and typo

* Typo

* New test for squar_sin_exp

new definition of a problem for squar_sin_exp,
as the previous one was modeled by a constant line in one direction,
creating a division by zero in the computation of the relative error.
Also, a new computation for the error on the derivative of the variance
is introduced, in order to account for when value can be so close
to zero that the relative difference doesn't make much sense anymore.

* Bugfix

* Remove useless code and comment

6643 of 7183 relevant lines covered (92.48%)

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Source Files on job Test - 9693627538.1