During my Bachelor's, I wrote a small "immutable" algebraic machine learning library based on just NumPy. This made it easy to play around with combining weights by simply summing two networks by whatever operations are supported on normal NumPy arrays.

... turns out, this is only useful in some very specific scenarios, and it's probably not worth the extreme memory overhead.