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Creating Custom Estimators in TensorFlow

developers.googleblog.com

Welcome to Part 3 of a blog series that introduces TensorFlow Datasets and Estimators. Part 1 focused on pre-made Estimators, while Part 2 discussed feature columns. Here in Part 3, you'll learn how to create your own custom Estimators. In particular, we're going to demonstrate how to create a custom Estimator that mimics DNNClassifier's behavior when solving the Iris problem.

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