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Add check if ANN is evaluating in trained area #68

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AnHeuermann opened this issue Dec 20, 2022 · 0 comments
Open

Add check if ANN is evaluating in trained area #68

AnHeuermann opened this issue Dec 20, 2022 · 0 comments
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@AnHeuermann
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The ANN is trained on random values from an hypercube specified by

boundary::MinMaxBoundaryValues{Float64}

A test in the C onnxWrapper library to check if the trained ANN is evaluated inside or outside of this hyper-cube is useful to prevent evaluations outside of the trained area. Or at least notify the user / simulation environment that the result should not be trusted.

@AnHeuermann AnHeuermann self-assigned this Dec 20, 2022
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