Despite a memorable victory at the 2021 Hungarian Grand Prix and three podium finishes, Alpine has been unable to fully utilize its status as a works team to compete with the top teams in Formula 1.

Non-Linear Least Squares Minimization, with flexible Parameter settings, based on scipy.optimize, and with many additional classes and methods for curve fitting.