DataImputer.impute_nans

DataImputer.impute_nans(df, inplace=False, progress_callback=None)

Impute NaN values within a dataframe using the underlying synthesizer.

Parameters

• df (pd.DataFrame) – The data in which to impute values.

• inplace (bool, optional) – If True, modifies the given dataframe in place. Defaults to False.

Return type

DataFrame

Returns

The DataFrame with NaN values imputed.

DataImputer.impute_mask DataImputer.impute_outliers