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Module: tf.contrib.gan.estimator

Defined in tensorflow/contrib/gan/python/estimator/__init__.py.

TFGAN estimator module.

GANEstimator provides all the infrastructure support of a TensorFlow Estimator with the feature support of TFGAN.


gan_estimator module: tf.Learn components for GANEstimator.

head module: tf.Learn components for GANEstimator's loss.


class GANEstimator: An estimator for Generative Adversarial Networks (GANs).

class GANHead: Head for a GAN.

class SummaryType


gan_head(...): Creates a GANHead. (deprecated)