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Grace Bible Theological Seminary
Grace Bible Theological Seminary
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_optimization-and-machine-learning-toolkit-omlt.webp "This talk introduces OMLT (https://github.com/cog-imperial/OMLT), an open source software package incorporating surrogate models, which have been trained using machine learning, into larger optimisation problems. Computer science applications include maximizing a neural acquisition function and verifying neural networks. Engineering applications include the use of machine learning models to replace complicated constraints in larger design/operations problems. OMLT 1.0 supports GBTs through an ON")
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