CopulaGAN

CopulaGAN([field_names, field_types, …])

Combination of GaussianCopula transformation and GANs.

CopulaGAN.fit(data)

Fit this model to the data.

CopulaGAN.sample(num_rows[, …])

Sample rows from this table.

CopulaGAN.sample_conditions(conditions[, …])

Sample rows from this table with the given conditions.

CopulaGAN.sample_remaining_columns(known_columns)

Sample rows from this table.

CopulaGAN.get_metadata()

Get metadata about the table.

CopulaGAN.get_distributions()

Get the marginal distributions used by this CopulaGAN.

CopulaGAN.save(path)

Save this model instance to the given path using cloudpickle.

CopulaGAN.load(path)

Load a TabularModel instance from a given path.