code that is purpose built for developing models using orthogonal polynomials. These models can be fi t directly to real-world sensor data, simulation data, or even to other surrogate models. As you will discover, using orthogonal polynomials is very advantageous and can tell us a lot about the underlying data we are modelling. A FEW WORDS