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Idiomatic Kotlin extensions for ojAlgo

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Extensions need to be built for everything else outside the solver, including data structures and linear algebra API's.

DSL needs to be implemented for artifical neural nework. ```kotlin val ann = ArtificialNeuralNetwork.builder(4, 4, 2).apply { activator(0, ArtificialNeuralNetwork.Activator.IDENTITY) activator(1, ArtificialNeuralNetwork.Activator.SIGMOID) rate(.05) //error(ArtificialNeuralNetwork.Error.HALF_SQUARED_DIFFERENCE) val inputValues = inputs.asSequence().map { Primitive64Array.FACTORY.copy(* colorAttributes(it.color))...