Scipy optimizers standarization

Issue #194 new
Muammar El Khatib created an issue

Scipy upstream standardized the way minimizers are called with a new class called scipy.optimize.minimize. Amp has to be modified to implement this new way of calling such minimizers.

Closing this report will also close #127, #134.

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