P_i is passed by reference instead of value

[joeldushouyu]

Hello sir, I believe there is a minor error in the code. I believe the code you write still passed by reference instead of value. Since is a array generate by numpy, not a list. By the way, well written article and code. It really helped me to tie all the concepts that I have learned! Thank you very much!