Don't forget that most academics cannot code correctly. Yes, even CS academics. In the AI field (not ML, but "real", symbolic AI), top-level open source academic software is, 90% of the time, pure shit. Sure, it does work, provided conditions don't change too much (for example, undefined behavior that will break if you compile with a newer version of gcc), but I hope you won't have to maintain it.