Well, I personally presumed that neural networks would require two or three orders of magnitude more of code.
When its revealed that the code is actually much more manageable, individuals (such as myself) take the dive into the subject, knowing that it is something we can at least get through.
Fewer lines of code doesn't always equate to simple, comprehensible code.