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Re:The Hardest Program I've Ever Written (2015) by pmoriarty on Monday August 21, 2017 @11:10PM (#15069428)
I wonder if well-respected real-world code samples could be used as a training and testing set.

For example, one could use a subset of the Linux kernel source code as training, and another (unseen) subset as testing.

Highly rated projects on github might work too.

Re:The Hardest Program I've Ever Written (2015) by blt on Tuesday August 22, 2017 @01:25AM (#15069929)
An active learning approach would be cool, where the formatter process a large corpus of code and asks a human operator for advice when it is especially uncertain about the best place to split.

Even if training the splitting policy from scratch is too hard, learning would be a good way to establish cost weights on different kinds of rule violations.