TensorFlow Estimator API Examples

This collection of examples will show you how you can use tfestimators to easily construct powerful models using TensorFlow.

Example Description
custom_estimator Create a custom estimator for abalone age prediction.
iris_custom_decay_dnn Create a deep neural network with learning rate decay for iris dataset.
iris_dnn_classifier Construct a DNN classifier using the iris data set.
mnist Train a deep learning model with the MNIST dataset.
tensorflow_layers Build an estimator using TensorFlow layers.
wide_and_deep Build a wide & deep learning model.