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You are looking at the documentation for an older version of the SDV! We are no longer supporting or maintaining this version of the software
Click here to go to the new docs pages.
CopulaGAN([field_names, field_types, …])
CopulaGAN
Combination of GaussianCopula transformation and GANs.
CopulaGAN.fit(data)
CopulaGAN.fit
Fit this model to the data.
CopulaGAN.sample(num_rows[, …])
CopulaGAN.sample
Sample rows from this table.
CopulaGAN.sample_conditions(conditions[, …])
CopulaGAN.sample_conditions
Sample rows from this table with the given conditions.
CopulaGAN.sample_remaining_columns(known_columns)
CopulaGAN.sample_remaining_columns
CopulaGAN.get_metadata()
CopulaGAN.get_metadata
Get metadata about the table.
CopulaGAN.get_distributions()
CopulaGAN.get_distributions
Get the marginal distributions used by this CopulaGAN.
CopulaGAN.save(path)
CopulaGAN.save
Save this model instance to the given path using cloudpickle.
CopulaGAN.load(path)
CopulaGAN.load
Load a TabularModel instance from a given path.