How to estimate the stochastic volatility as in Fernandez (2010)?

So what files of JohannesPfeifer/Particle_Filtering · GitHub should I change to estimate my parameters? (Sorry if the questions are too basic, I am new in all this staff)

The main file you need to modify is run_filter_and_smoother_AR1.m