Implement an optimization on the multiplication of 3 factors in the most...

Implement an optimization on the multiplication of 3 factors in the most advantageous order as Palm4MSA does internally for and rewrite Palm4MSA::compute_grad_over_c() to allow the option (gradCalcOptMode) to use the external or the internal optimization. Set the external optimization as the default behaviour in pyfaust.fact.