Tutorials

The Synthesized SDK tutorials are available for download as jupyter notebooks.

Single Table Synthesis

Beginner tutorial. Use the HighDimSynthesizer to generate synthetic data to supplement original data.

Use entity annotation to generate privacy compliant data for linked columns.

Use the ConditionalSampler to rebalance minority classes for downstream ML tasks.

Fine-tune the statistical quality and predictive utility of your synthetic data using the SDK's Tune module.

Customise the monitoring and automated control of the training loop.

Use the TimeSeriesSynthesizer to generate realistic time series data with a regular interval between measurements.

Use the EventSynthesizer to synthesize data with irregular intervals between events.