Objective Functions

• objective_functions package
  • Submodules
  • objective_functions.cca module
    • CCALoss
      • CCALoss.__init__()
      • CCALoss.forward()
  • objective_functions.contrast module
    • AliasMethod
      • AliasMethod.__init__()
      • AliasMethod.cuda()
      • AliasMethod.draw()
      • AliasMethod.to()
    • MultiSimilarityLoss
      • MultiSimilarityLoss.__init__()
      • MultiSimilarityLoss.forward()
    • NCEAverage
      • NCEAverage.__init__()
      • NCEAverage.forward()
    • NCECriterion
      • NCECriterion.__init__()
      • NCECriterion.forward()
    • NCESoftmaxLoss
      • NCESoftmaxLoss.__init__()
      • NCESoftmaxLoss.forward()
  • objective_functions.objectives_for_supervised_learning module
    • CCA_objective()
    • MFM_objective()
    • MVAE_objective()
    • RMFE_object()
    • RefNet_objective()
  • objective_functions.recon module
    • elbo_loss()
    • nosigmloss1d()
    • recon_weighted_sum()
    • sigmloss1d()
    • sigmloss1dcentercrop()
  • objective_functions.regularization module
    • Perturbation
      • Perturbation.get_expanded_logits()
      • Perturbation.perturb_tensor()
    • RegParameters
      • RegParameters.__init__()
    • Regularization
      • Regularization.get_batch_norm()
      • Regularization.get_batch_statistics()
      • Regularization.get_regularization_term()
    • RegularizationLoss
      • RegularizationLoss.__init__()
      • RegularizationLoss.forward()
  • Module contents