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Can you talk a bit on how you convert the AST to your NN input?

Do you traverse the AST and send it to a recurrent net? Do you compress the AST into a different representation first?

Well there are always trade offs. NNs aren't very good with trees, too symbolic so usually compressing it into a different format is better. We have a few we use depending on the goal, but always looking for trying new ones since this really is the crux of the problem.

That's super interesting, would you mind emailing me at [redacted]?

Emailed! Thanks

used to work in related area, would love to talk: cammarata.nick@gmail.com

Reached out. Thanks for your interest