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This can be a functionality for solving non-linear least squares problems. It makes use of a method which combines the standard Levenberg-Marquardt procedure that has a quasi-newton strategy.

This functionality is just like the find_max_global schedule besides it negates the target functionality ahead of performing optimization. Hence this function will try to locate the minimizer of the target as opposed to the maximizer.

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This is the list of overloaded functions for specifically solving the MAP dilemma inside a Potts product. This sort of product is useful when you have a challenge that may be modeled as a lot of binary selections on some variables, but you might have some type of labeling consistency constraint. Therefore There exists some penalty for offering specified pairs of variables unique labels.

As opposed to other operators, the compiler will give a default community assignment operator in your class If you don't supply one. This assignment operator does memberwise assignment (which is basically the same as the memberwise initialization that default duplicate constructors do).

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This functionality is really a tool for just fixing the MAP click here for more difficulty in a series-structured graphical design or variable graph. Particularly, it is an implementation with the basic Viterbi algorithm for locating the maximizing assignment.

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