Optimization and Machine Learning Toolkit: OMLT from gbts Watch Video
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⏲ Duration: 26 min 54 sec ✓ Published: 04-May-2022
Description: 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
Play Video: (Note: The default playback of the video is HD VERSION. If your browser is buffering the video slowly, please play the REGULAR MP4 VERSION or Open The Video below for better experience. Thank you!)