Uniform Distribution

Uniform Distribution

attribute	description	type
z	The dimensions of random uniform noise inputs	int > 0
min	Lower bound of the random uniform noise	int
max	Upper bound of the random uniform noise	int > min
projections	See more about projections below	[f(config, gan, net):net, ...]
modes	If using modes, the number of modes to have per dimension	int > 0

Projections

This distribution takes a random uniform value and outputs it as many possible types. The primary idea is that you are able to query Z as a random uniform distribution, even if the gan is using a spherical representation.

Some projection types are listed below.

"identity" projection

"sphere" projection

"gaussian" projection

"modal" projection

One of many

"binary" projection

On/Off

Category Distribution

Uses categorical prior to choose 'one-of-many' options.