tf.contrib.layers.one_hot_encoding(args, *kwargs)

tf.contrib.layers.one_hot_encoding(*args, **kwargs)

See the guide: Layers (contrib) > Higher level ops for building neural network layers

Transform numeric labels into onehot_labels using tf.one_hot.

Args:

• labels: [batch_size] target labels.
• num_classes: total number of classes.
• on_value: A scalar defining the on-value.
• off_value: A scalar defining the off-value.
• outputs_collections: collection to add the outputs.
• scope: Optional scope for name_scope.

Returns:

one hot encoding of the labels.

Defined in tensorflow/contrib/framework/python/ops/arg_scope.py.