Default Synthesis

The simplest way to generate privacy-enhanced synthetic data. Current default synthesis uses Gaussian Copula from SDV.

Click the below button to run this example in Colab:

---
Loader:
  data:
    filepath: 'benchmark/adult-income.csv'
Preprocessor:
  demo:
    method: 'default'
Synthesizer:
  demo:
    method: 'default' # sdv-single_table-gaussiancopula
Postprocessor:
  demo:
    method: 'default'
Reporter:
  output:
    method: 'save_data'
    source: 'Synthesizer'
...

YAML Configuration Default Synthesis Default Evaluation