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Introduce a numpy.einsum wrapper with derivatives

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Merged Gordian Edenhofer requested to merge nifty6_einsum into NIFTy_6 May 14, 2020
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Test said operator for a couple of cases inspired by real-world scenarios.

I am pretty certain that the operator does not work for complex numbers yet but it should work just fine for real numbers.

Edited May 14, 2020 by Gordian Edenhofer
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Source branch: nifty6_einsum