GAN_value_fct: GAN Value Function

In RGAN: Generative Adversarial Nets (GAN) in R

GAN Value Function

Description

Implements the original GAN value function as a function to be called in gan_trainer. The function can serve as a template to implement new value functions in RGAN.

Usage

GAN_value_fct(real_scores, fake_scores)

Arguments

real_scores	The discriminator scores on real examples ($D(x)$)
fake_scores	The discriminator scores on fake examples ($D(G(z))$)

Value

The function returns a named list with the entries d_loss and g_loss

RGAN documentation built on March 30, 2022, 1:07 a.m.