How to build SEG in your personal environment?

I’m trying to implement SEG (Wootton & Federhen,1993) in my MATLAB and Python environment. From this oriinal article I cannot figure out what I need to build my script. Are there any related article that explains the various steps to build this algorithm (from the mathematical point of view)?