July 2019
Intermediate to advanced
512 pages
19h 39m
English
Content preview from Hands-On Deep Learning Algorithms with Python
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Mutual information
We subtract mutual information from both the discriminator and the generator loss. So, the final loss function of discriminator and generator is given as follows:
The mutual information can be calculated as follows:
First, we define a prior for 
:
c_prior = 0.10 * tf.ones(dtype=tf.float32, shape=[batch_size, 10])
The entropy ...
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