tf.distributions.kl_divergence Tutorials and Examples for Beginners

tf.distributions.kl_divergence() can compute the KL-divergence KL(distribution_a || distribution_b).

kl_divergence(
    distribution_a,
    distribution_b,
    allow_nan_stats=True,
    name=None
)

Notice: 0 in distribution_a or distribution_b will return NaN

In this page, we write some tutorials and examples on how to use tf.distributions.kl_divergence() function in tensorflow, you can follow our tutorials and examples to learn it.

Compute Kullback-Leibler Divergence in TensorFlow – TensorFlow Example

In this tutorial, we write an example to compute kl divergence in tensorflow, you can learn how to use this code by our tutorial.