ashpy.losses¶

Collection of Losses.

Executor

`executor.Executor`	Carry a function and the way of executing it.
`executor.SumExecutor`	The sum executor.

Classifier

classifier.ClassifierLoss Classifier Loss Executor using the classifier model, instantiated with a fn.

GAN

`gan.GANExecutor`	Executor for GANs.
`gan.AdversarialLossType`	Enumeration for Adversarial Losses.
`gan.GeneratorAdversarialLoss`	Base class for the adversarial loss of the generator.
`gan.DiscriminatorAdversarialLoss`	Base class for the adversarial loss of the discriminator.
`gan.GeneratorBCE`	The Binary CrossEntropy computed among the generator and the 1 label.
`gan.GeneratorLSGAN`	Least Square GAN Loss for generator.
`gan.GeneratorL1`	L1 loss between the generator output and the target.
`gan.GeneratorHingeLoss`	Hinge loss for the Generator.
`gan.FeatureMatchingLoss`	Conditional GAN Feature matching loss.
`gan.CategoricalCrossEntropy`	Categorical Cross Entropy between generator output and target.
`gan.Pix2PixLoss`	Pix2Pix Loss.
`gan.Pix2PixLossSemantic`	Semantic Pix2Pix Loss.
`gan.EncoderBCE`	The Binary Cross Entropy computed among the encoder and the 0 label.
`gan.DiscriminatorMinMax`	The min-max game played by the discriminator.
`gan.DiscriminatorLSGAN`	Least square Loss for discriminator.
`gan.DiscriminatorHingeLoss`	Hinge loss for the Discriminator.
`gan.get_adversarial_loss_discriminator`	Return the correct loss fot the Discriminator.
`gan.get_adversarial_loss_generator`	Return the correct loss for the Generator.

Modules