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Great mini survey! Can you mention any key papers about NNs that manipulate existing code? e.g. parse it, find design pattern, optimize, etc I think this is ju
by yazr 10y ago
Great mini survey!
Can you mention any key papers about NNs that manipulate existing code?
e.g. parse it, find design pattern, optimize, etc
I think this is just as interesting and already feasible.
- sapphireblue 10y agoThank you! I found a great list of deep learning paper summaries that is mostly about learning algorithms from data and other cutting edge models: http://colinraffel.com/wiki/tag:neural_networks?do=showtag&tag=Neural_Networks http://colinraffel.com/wiki/tag:neural_networks?do=showtag&t... all kudos to the owner/author of this list ! >NNs that manipulate existing code? e.g. parse it, find design pattern, optimize Also: you probably shouldn't need special architectures for such problems, these can be solved by seq2seq, NTM, RL-NTM and such, given a good dataset. Such tasks are still beyond current state of art though, it seems.