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tf.contrib.layers.bucketized_column(source_column, boundaries)

tf.contrib.layers.bucketized_column(source_column, boundaries)

See the guide: Layers (contrib) > Feature columns

Creates a _BucketizedColumn for discretizing dense input.

Args:

  • source_column: A _RealValuedColumn defining dense column.
  • boundaries: A list of floats specifying the boundaries. It has to be sorted.

Returns:

A _BucketizedColumn.

Raises:

  • ValueError: if 'boundaries' is empty or not sorted.

Defined in tensorflow/contrib/layers/python/layers/feature_column.py.

© 2017 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/api_docs/python/tf/contrib/layers/bucketized_column