Random variable transformations

Random variable transformations (contrib)

Bijector Ops.

An API for invertible, differentiable transformations of random variables.

Background

Differentiable, bijective transformations of continuous random variables alter the calculations made in the cumulative/probability distribution functions and sample function. This module provides a standard interface for making these manipulations.

For more details and examples, see the Bijector docstring.

To apply a Bijector, use distributions.TransformedDistribution.

Bijectors

© 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_guides/python/contrib.distributions.bijector

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