Guys : Would you approach your attractive college classmate who has caught you looking at her several times and did not really reciprocate?

By reciprocate I mean she did not hold eye contact with you when she caught you looking at her in class. She sometimes did but they would be short instances. She looked away (out of shyness) for the most part. Would you approach her on the last day of class to talk to her if you were single and knew she was?
Guys : Would you approach your attractive college classmate who has caught you looking at her several times and did not really reciprocate?
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