Package index

Data Synthesis

Generate synthetic datasets using various methods.

synthesize()

Generate synthetic data from a real dataset

Validation & Utility

Validate synthetic data quality and assess statistical utility.

validate_synthetic()

Validate synthetic data quality

model_fidelity()

Downstream model fidelity test

Privacy Assessment

Evaluate re-identification and privacy risks.

privacy_risk()

Compute privacy risk metrics

Method Comparison

Compare multiple synthesis approaches.

compare_methods()

Compare multiple synthesis methods