W3cubDocs

/TensorFlow 2.3

tf.data.experimental.unique

View source on GitHub

Creates a Dataset from another Dataset, discarding duplicates.

Use this transformation to produce a dataset that contains one instance of each unique element in the input. For example:

dataset = tf.data.Dataset.from_tensor_slices([1, 37, 2, 37, 2, 1])

# Using `unique()` will drop the duplicate elements.
dataset = dataset.apply(tf.data.experimental.unique())  # ==> { 1, 37, 2 }
Returns
A Dataset transformation function, which can be passed to tf.data.Dataset.apply.

© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/data/experimental/unique