JAXICNNRegressor: Convex Surrogate Models for Global Optimization | John Kitchin
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JAXICNNRegressor: Convex Surrogate Models for Global Optimization | John Kitchin
The next episode of mathematically-informed machine learning models is on building neural networks with guaranteed convexity. This makes it easy to find the global optimum of the surrogate model. We show an sklearn-compatible implementation that is part of the pycse package to make it easy to try it out yourself. The notebook is in the video ...
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