Restructuring

[wmkouw]

A few classifiers will be added soon and some restructuring will be necessary. The plan at this point is to form the following 4 modules:

• iwm (importance-weighted models)

  • ParametricWeighting
  • KernelDensityWeighting (KDE)
  • NearestNeighbourWeighting (NNW)
  • KernelMeanMatching (KMM)
  • LogisticDiscrimination (LR)
  • KullbackLeiblerImportance (KLIEP)
  • RobustCovariateShiftAdjustment (RCSA)

• ssm (subspace mappings)

  • SubspaceAlignment
  • GeodesicFlowKernel

• dic (domain-invariant components)

  • TransferComponentAnalysis
  • StructuralCorrespondenceLearning
  • DomainInvariantProjection
  • ConditionalTransferableComponents

• dan (domain-adversarial networks)

  • DomainAdversarialNeuralNetwork
  • DomainSeparationNetwork

• mme (minimax estimators)

  • RobustBiasAware
  • LambdaSupportVectorAdaptation
  • TargetContrastiveRobust

Still thinking about having a shared utility library or module-specific utilities.