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AutoML feature request: Provide hooks to enable more usable APIs #3320

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vinodshanbhag opened this Issue Apr 12, 2019 · 0 comments

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vinodshanbhag commented Apr 12, 2019

Current AutoML APIs look like this
mlContext.Auto.CreateRegressionExperiment()
mlContext.Auto.InferColumns()

This makes us like we are shipping organization boundaries!
So we propose we ship the following.
mlContext.Regression.CreateAutoExperiment()
mlContext.Data.AutoInferColumns()

The problem with implementing this is that an extension method needs to be implemented on RegressionCatalog and not MLContext -- this means that automl code cant have have access to mlContext - but it needs access to mlContext. Please enable same.

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