Linear Algebra is an incredibly powerful tool. A joke among mathematicians
is that the only way we can solve a hard problem is to boil it down to
Linear Algebra^{1}. Harnessing the **numerical** power of
Linear Algebra has been done via LAPACK for the last 40+ years.

In my …