fitbenchmarking / fitbenchmarking / 13763883622

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Added check to compare jacobian computed by fitbenchmarking with that obtained through finite differences (#1411)

* Add Jacobian check

* Temp files with result from grad_check

* Normalise grad_check error

* Add warning

* Refactoring

* Fix test

* Ruff formatting

* Fix sys test

* Add tests

* Improve warning

* Ruff formatting

* Refactoring

* Ruff formatting

* Remove unneeded comment.

* Add check_jacobian option

* Fix tests errors

* Improve docs

* Fix docstring

* Improve warning

* Simplify logic with np.ptp

Co-authored-by: RabiyaF <47083562+RabiyaF@users.noreply.github.com>

* Remove return statement

Co-authored-by: RabiyaF <47083562+RabiyaF@users.noreply.github.com>

* check call_count for check_jacobian

Co-authored-by: RabiyaF <47083562+RabiyaF@users.noreply.github.com>

* Disable jacobian check for mantid multifit

Co-authored-by: RabiyaF <47083562+RabiyaF@users.noreply.github.com>

* Revert changes to test_regression

* Change name of group to jacobian_check

Co-authored-by: RabiyaF <47083562+RabiyaF@users.noreply.github.com>

* Improve name of all parser groups

* Update check_jacobian test

Co-authored-by: RabiyaF <47083562+RabiyaF@users.noreply.github.com>

* Add normalized error value to warning

* Remove print statement

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Co-authored-by: RabiyaF <47083562+RabiyaF@users.noreply.github.com>

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