If you don't know how to do linear algebra, a library is unlikely to help you. Rote stuff like matrix inversion is the easy part, figuring that that is what you need is where things tend to get hairy.
I think also that people can "know" linear algebra but not be skilled it's practical implementation and usage in software. That's partly why computation libraries are among the longest-lived pieces of software in existence.