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.

Masking

Tutorial. Use the sdk masking capability to seamlessly apply a variety of masking techniques in pandas and spark.

Rebalancing

Hyperparameter Tuning

Customise Model Training Loop

Time-Series Synthesis

Event-Based Synthesis