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How to auto generate programming language models?

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Let's say I have 1000's of CSS files, javascript files, HTML files, JSON files e.t.c

Can machine learning help me auto-generate structure models of the files? The grammar is much simpler than english.

Can I use then use the models to parse abstract syntax trees, make predictions? or make an online code editor that runs an AI engine on the back that auto-fixes semicolon mistakes, suggests refactors, auto-formats the code.

How would I go about such a project without having to explicitly write a parser for every language?

submitted by falcon_shark
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