Treat mathematical sophistication as explanatory and inferential power, not symbol count. Preserve a simple model when it is the correct model. Reject decorative matrices, derivatives, random ...
A from-scratch, modern (numpy/scipy/sympy, Python 3.10+) implementation of the Federal Reserve Board's FRB/US macroeconomic model, with VAR (backward-looking) expectations.