pe.histogram.histogram module

class pe.histogram.histogram.Histogram

Bases: ABC

The abstract class for computing the histogram over synthetic samples. The histogram values indicate how good each synthetic sample is in terms their closeness to the private data.

abstract compute_histogram(priv_data, syn_data)

Compute the histogram over the synthetic data using the private data.

Parameters:

• priv_data (pe.data.Data) – The private data

• syn_data (pe.data.Data) – The synthetic data