ai.qmd

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title: machine learning

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## pre - ai methods

Start with compiler data structures 

SSA, DDG, CFG

Human expert maps these to a feature vector

1. number of instructions
1. mean dependence depth
1. branch count 
1. loop next 
1. ...
1. trip count 

collect many examples of programs - calculate feature vector