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tf.contrib.layers.one_hot_encoding

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Transform numeric labels into onehot_labels using tf.one_hot.

tf.contrib.layers.one_hot_encoding(
    labels,
    num_classes,
    on_value=1.0,
    off_value=0.0,
    outputs_collections=None,
    scope=None
)

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.