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That was a pretty useful feature to have: being able to retrain existing graphs. Why do you want to remove it?
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As per @eerhardt "TensorFlowModel contains the most important method of the component - ScoreTensorFlowModel. However, it also contains a RetrainTensorFlowModel whose documentation say it is "experimental:...I think it is confusing to have an "experimental" API on the same class as a stable API."
We can always add it back and we are switching to TF.NET where we will enable this functionality anyways. It is easier to add things than to add then remove and modify.
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Ok makes sense. Maybe we could either:
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sounds good, i'll open an issue.