Hi, thanks for your code. I think I found some error in your code, but it is so tiny. ~~~python # Append new parameter updates to lists. mu_n_register.append(a_n) ~~~ ~~~python # Append new parameter updates to lists. mu_n_register.append(mu_n) ~~~ Have a nice day :)