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Deduce machine current changes

Merged Pierre-Olivier Autran requested to merge deduce_machine_current_changes into main

This is replacing the logic of the interpolation by using numpy.interp instead of the function compute.

In terms of optimization:

old: 12 ms ± 89.6 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)

new: 8.21 ms ± 58.6 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)

Closes #179 (closed)

Edited by Pierre-Olivier Autran

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