Methods

class topaz.methods.GE_KL(model, optim, criteria, pi, l2=0, slack=1.0, momentum=1.0, entropy_penalty=0)

step(X, Y)

class topaz.methods.GE_binomial(model, optim, criteria, pi, l2=0, slack=1.0, entropy_penalty=0, autoencoder=0, posterior_L1=0)

step(X, Y)

class topaz.methods.PN(model, optim, criteria, pi=None, l2=0, autoencoder=0)

step(X, Y)

class topaz.methods.PU(model, optim, criteria, pi, l2=0, beta=0.0, autoencoder=0)

step(X, Y)

topaz.methods.autoencoder_loss(model, X)