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Synthetic Data generation

Once the quality of the initially generated synthetic data has been assessed and approved, users can proceed to generate additional synthetic data.

To generate Synthetic Data via AryaXAI SDK:


model.generate_synthetic_datapoints(1000)  
#pass instance_type for dedicated reesources, defaults to shared resources

To get the Data quality plot  (column wise using Population Stability Index) for synthetic model data via SDK:


model.quality_plot()