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There are some high level API's in Tensorflow 1 called Estimators. It's a collection of common ML algorithms. However, in the documentation it is stated that Estimators are not recommended for new code.

Where can I find the improved versions of these common ML algorithms? I am specifically interested in:

  • tf.compat.v1.estimator.LinearRegressor
  • tf.compat.v1.estimator.DNNRegressor
  • tf.compat.v1.estimator.DNNLinearCombinedRegressor
Jiren
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  • The recommended way is to use keras. You can have a look at the guide: [Migrate from Estimator to Keras APIs](https://www.tensorflow.org/guide/migrate/migrating_estimator) – Lescurel Oct 18 '22 at 09:33
  • The migration guide doesn't tell me how to implement the algorithms I want to use – Jiren Oct 18 '22 at 09:49

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