pixyz.losses (Loss API)

pixyz.losses

pixyz.losses

Loss

pixyz.losses.losses

Loss

Probability density function

LogProb

pixyz.losses

LogProb

Prob

Prob

Expected value

Expectation

Expectation

Entropy

CrossEntropy

CrossEntropy

Entropy

Entropy

AnalyticalEntropy

AnalyticalEntropy

Lower bound

ELBO

ELBO

Statistical distance

KullbackLeibler

KullbackLeibler

WassersteinDistance

WassersteinDistance

MMD

MMD

Adversarial statistical distance

AdversarialJensenShannon

AdversarialJensenShannon

AdversarialKullbackLeibler

AdversarialKullbackLeibler

AdversarialWassersteinDistance

AdversarialWassersteinDistance

Loss for sequential distributions

IterativeLoss

IterativeLoss

Loss for special purpose

Parameter

pixyz.losses.losses

Parameter

SetLoss

SetLoss

Operators

LossOperator

LossOperator

LossSelfOperator

LossSelfOperator

AddLoss

AddLoss

SubLoss

SubLoss

MulLoss

MulLoss

DivLoss

DivLoss

NegLoss

NegLoss

AbsLoss

AbsLoss

BatchMean

BatchMean

BatchSum

BatchSum