$(40$ pts$)$ Implement a set of functions in python to analyze and solve linear systems. Before starting, read the document on Piazza $$Linear Algebra in Python.$$ Solving a linear system using Gaussian Elimination requires implementing three functions: $($a$)$ forward elimination $($Stage $1)($b$)$ testing for consistency $($c$)$ back substitution $($Stage $2)$