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.
Rebalancing
Use the ConditionalSampler to rebalance minority classes for downstream ML tasks.
Hyperparameter Tuning
Fine-tune the statistical quality and predictive utility of your synthetic data using the SDK's Tune module.
Customise Model Training Loop
Customise the monitoring and automated control of the training loop.
Time-Series Synthesis
Use the TimeSeriesSynthesizer to generate realistic time series data with a regular interval between measurements.
Event-Based Synthesis
Use the EventSynthesizer to synthesize data with irregular intervals between events.