Source code for synthetic_aia_mia.generator
"""Generate synthetic data and evaluate their quality."""
[docs]
def identity(x):
"""Identity function. Return the input dataset.
:param x: Dataset.
:type x: fetch_data.Dataset
:return: Return the input x as is.
:rtype: fetch_data.Dataset
"""
return x
[docs]
def vae(x):
"""Place holder for vae. At the moment, return the input dataset.
:param x: Dataset.
:type x: pandas.dataframe
"""
return x