Module: tf.estimator

Estimator: High level tools for working with models.

Modules

experimental module: Public API for tf.estimator.experimental namespace.

export module: All public utility methods for exporting Estimator to SavedModel.

Classes

class BaselineClassifier: A classifier that can establish a simple baseline.

class BaselineEstimator: An estimator that can establish a simple baseline.

class BaselineRegressor: A regressor that can establish a simple baseline.

class BestExporter: This class exports the serving graph and checkpoints of the best models.

class BinaryClassHead: Creates a Head for single label binary classification.

class BoostedTreesClassifier: A Classifier for Tensorflow Boosted Trees models.

class BoostedTreesEstimator: An Estimator for Tensorflow Boosted Trees models.

class BoostedTreesRegressor: A Regressor for Tensorflow Boosted Trees models.

class CheckpointSaverHook: Saves checkpoints every N steps or seconds.

class CheckpointSaverListener: Interface for listeners that take action before or after checkpoint save.

class DNNClassifier: A classifier for TensorFlow DNN models.

class DNNEstimator: An estimator for TensorFlow DNN models with user-specified head.

class DNNLinearCombinedClassifier: An estimator for TensorFlow Linear and DNN joined classification models.