How we can acces the hardware registers in python

Question

I am trying to access the hardware registers in python. I found out many built in libraries like circuit python, pymodbus etc but they read/write the data on buses.Instead I read the mmap library but this library takes file instead of the addresses. Is there any way , that we could access the hardware registers and read/write the data directly in python