teras.preprocessing module

Data Transformers

CTGANDataTransformer([continuous_features, ...])	Data Transformation class based on the data transformation in the official CTGAN paper and implementation.
GAINDataTransformer([categorical_features, ...])	GAINDataTransformer class that performs the required transformations on the raw dataset required by the GAIN architecture.
TVAEDataTransformer([continuous_features, ...])	TVAEDataTransformer class that is exactly similar to the CTGANDataTransformer, it just acts as a wrapper for convenience.

Data Samplers

CTGANDataSampler(metadata, categorical_features)	CTGANDataSampler class based on the data sampler class in the official CTGAN implementation.
TVAEDataSampler(metadata[, ...])	TVAEDataSampler class for TVAE architecture.