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…ionValue (#320) * adapted derivatives to the new restructure * simplified implementation by removing unnecessary 1d input case * Added .evaluate_derivatives to base, included tests for derivatives and modified fidelity_kernel to call fidelity_kernel_expectation value * recycling values, i.e. evaluate_duplicates working in notebook * No duplicate included in FidelityKernelExpectationValue and made a test * Included warning print about evaluate_derivatives * Removed one extra line that made the tests crash * removed the example and used black on the fidelity_kernel_expectation_value * reset of regression_example.ipynb * black * black on tests * fix testjob * Implemented most docstring fixes * tried to fix latex * implemented correct bounds and trying to solve latex problem for :math:`U(x)^\dagger U(y) |0\rangle` and measuring the expectation value of the operator :math:`P_0 = |0\rangle\langle 0|^{\otimes n}`, where :math:`U(x)` is the encoding circuit unitary evaluated for data `x`. * used black and wrote LATEXHERE place holder * added missing docstring * improved comments of fidelity_kernel_expectation_value * added an extra comma * black * add kernel optimizer to doc --------- Co-authored-by: Roberto Flórez Ablan <69482330+rupof@users.noreply.github.com> Co-authored-by: David Kreplin <david.kreplin@ipa.fraunhofer.de> Co-authored-by: David Kreplin <106071697+David-Kreplin@users.noreply.github.com>
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