Module: tf.compat.v1.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.

inputs module: Utility methods to create simple input_fns.

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

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.

class DNNLinearCombinedEstimator: An estimator for TensorFlow Linear and DNN joined models with custom head.

class DNNLinearCombinedRegressor: An estimator for TensorFlow Linear and DNN joined models for regression.

class DNNRegressor: A regressor for TensorFlow DNN models.

class Estimator: Estimator class to train and evaluate TensorFlow models.

class EstimatorSpec: Ops and objects returned from a model_fn and passed to an Estimator.

class EvalSpec: Configuration for the "eval" part for the train_and_evaluate call.

class Exporter: A class representing a type of model export.

class FeedFnHook: Runs fe