HighDimSynthesizer.sample

HighDimSynthesizer.sample(num_rows, produce_nans=False, progress_callback=None, association_rules=None)

Generate the given number of new data rows.

Parameters

• num_rows (int) – Number of rows to generate.

• produce_nans (bool, optional) – Generate NaN values. Defaults to False.

• progress_callback (Callable, optional) – Progress bar callback. Defaults to None.

• association_rules (List[Association], optional) – Association rules to apply. Defaults to None.

Return type

DataFrame

Returns

The generated data.

HighDimSynthesizer.learn HighDimSynthesizer.synthesize