Ask HN: Are there abstractions for Neural Networks?

Are there abstractions for Neural Networks? The Brainfuck language is Turing Complete but does not offer abstractions powerful enough for it to be put in actual use. Is a similar case true for Neural Networks since I can only find things that train the network in different ways. Are abstractions for Neural Networks even possible?