dlordinal

Contents:

  • API Reference
    • Dataset loading utilities
    • Dropout methodologies
    • Output Layers
    • Loss functions
    • Metrics
    • Wrappers
    • Soft labelling
dlordinal
  • API Reference
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API Reference

This is the API for the dlordinal package.

Contents:

  • Dataset loading utilities
    • Adience
    • FGNet
    • FeatureDataset
    • HCI
  • Dropout methodologies
    • HybridDropout
    • HybridDropoutContainer
  • Output Layers
    • BinomialLayer
    • CLM
    • COPOC
    • GaussianUncertaintyLayer
    • PoissonLayer
    • ResNetOrdinalFullyConnected
    • StickBreakingLayer
    • VGGOrdinalFullyConnected
  • Loss functions
    • BetaCrossEntropyLoss
    • BetaLoss
    • BinomialCrossEntropyLoss
    • BinomialLoss
    • CDWCELoss
    • CORNLoss
    • CustomTargetsCrossEntropyLoss
    • CustomTargetsLoss
    • EMDLoss
    • ExponentialCrossEntropyLoss
    • ExponentialLoss
    • GaussianUncertaintyLossWrapper
    • GeneralTriangularCrossEntropyLoss
    • GeneralTriangularLoss
    • GeometricCrossEntropyLoss
    • GeometricLoss
    • MCEAndWKLoss
    • MCELoss
    • OrdinalECOCDistanceLoss
    • PoissonCrossEntropyLoss
    • PoissonLoss
    • SLACELoss
    • SORDLoss
    • TriangularCrossEntropyLoss
    • TriangularLoss
    • WKLoss
  • Metrics
    • accuracy_off1()
    • amae()
    • gmes()
    • gmsec()
    • mes()
    • minimum_sensitivity()
    • mmae()
    • ranked_probability_score()
    • write_array_to_file()
    • write_metrics_dict_to_file()
  • Wrappers
    • CORNClassifierWrapper
    • OBDECOCModel
  • Soft labelling
    • get_beta_soft_labels()
    • get_binomial_soft_labels()
    • get_exponential_soft_labels()
    • get_general_triangular_params()
    • get_general_triangular_soft_labels()
    • get_geometric_soft_labels()
    • get_poisson_soft_labels()
    • get_triangular_soft_labels()
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