Adversarial

Module: generative_models.core.losses.adversarial

Source: generative_models/core/losses/adversarial.py

Overview

Adversarial loss functions module.

This module provides loss functions commonly used in Generative Adversarial Networks (GANs) and other adversarial training approaches.

Functions

hinge_discriminator_loss

def hinge_discriminator_loss()

hinge_generator_loss

def hinge_generator_loss()

least_squares_discriminator_loss

def least_squares_discriminator_loss()

least_squares_generator_loss

def least_squares_generator_loss()

vanilla_discriminator_loss

def vanilla_discriminator_loss()

vanilla_generator_loss

def vanilla_generator_loss()

wasserstein_discriminator_loss

def wasserstein_discriminator_loss()

wasserstein_generator_loss

def wasserstein_generator_loss()

Module Statistics

• Classes: 0
• Functions: 8
• Imports: 3