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cog-imperial / OMLT

Represent trained machine learning models as Pyomo optimization formulations
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Learning to Rank #100

Closed ssrisunt closed 1 year ago

ssrisunt commented 1 year ago

Is it possible to use OMLT in learning to rank? if so , please provide example.

Thanks

rmisener commented 1 year ago

If I've understood the question properly, the application of "learning to rank" is described by this Wikipedia article: https://en.wikipedia.org/wiki/Learning_to_rank

If this is what @ssrisunt means, then no, OMLT is probably not applicable. The Wikipedia article describes a machine learning approach that develops a prediction. OMLT does not develop a prediction model: it uses an already-existing prediction model trained from data and then makes optimal decisions over that training model.