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As a result of this philosophy, we believe it is important/intuitive to provide similar benefit as the existing Pipeline class, while allowing users to compose Estimator from DAG of Estimator/Transformer.

Therefore, we propose this design doc proposes to add the Graph/GraphModel/GraphBuilder classes to provide the following capabilitiescapability:

  • Allow users to compose an Estimator from a DAG of Estimator/Transformer, without requiring users to specify this DAG twice

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