Machine Learning, Data Science, Optimization, Editors Pick, Thoughts And Theory.
point we will have the results at four points (full factorial Design). From there we will fit a linear model with interactions up to the second order with scikit-learn functions and estabilish the steepest path of our system. Once we understand in which direction our system is headed, we will pick