Super fascinating attempt at creating a model that looks for errors and/or style issues in code using neural networks in this article from Sam Gentle.
Machine learning is the kind of thing where you can get a tantalising result in a week, and then spend years of work turning it into something reliable enough to be useful. To that end, I hereby provide a tantalising result and leave the years of work as an exercise for the reader.
Obviously, like any other piece of software... 😂
