Restructuring
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wmkouw commented
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.