Synthetic Data Generation

The ydata-sdk provides powerful tools for generating high-fidelity synthetic data, preserving privacy while maintaining statistical properties.

Available Features

• Tabular Synthetic Data – Generate tabular synthetic data using standard methods.
• Timeseries Synthetic Data – Generate time-series synthetic data using standard methods.
• Synthetic Data with Privacy Levels – Ensure privacy constraints while generating synthetic data.
• Synthetic Data with Calculated Features – Generate synthetic data with feature calculations.
• Faker Synthesizer from source – Use Data Bootstrapping to create synthetic data from the Metadata of a given source.
• Faker Synthesizer from scratch – Generate synthetic data from scratch using Data Bootstrapping techniques.
• Multitable Synthetic Data with Calculated Features – Extend feature calculations across multiple tables.
• MultiTable Synthetic Data with Attribute Tables – Synthesize datasets with multiple attributes.

Click on any section to learn more about its implementation.