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@codemzs codemzs commented Jul 1, 2019

fixes #3863

/// The support for retraining is experimental.
/// </remarks>
public TensorFlowEstimator RetrainTensorFlowModel(
internal TensorFlowEstimator RetrainTensorFlowModel(
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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:

  1. Write an issue about it.
  2. Add it as an extension to a preview API nuget (such as the experimental nuget)

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sounds good, i'll open an issue.

@codemzs codemzs merged commit f78de3e into dotnet:master Jul 1, 2019
Dmitry-A pushed a commit to Dmitry-A/machinelearning that referenced this pull request Jul 24, 2019
@ghost ghost locked as resolved and limited conversation to collaborators Mar 21, 2022
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Sanity check APIs from Microsoft.ML.Tensorflow nuget

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