Synthetic Data Tutorials

Explore synthetic data tutorials with the option to run them either in Google Colab or open them in VS Code.

Description	Colab Link	Notebook Link
Getting Started with the SDK		View Notebook
Validate synthetic data via Train-Synthetic-Test-Real		View Notebook
Explore the size vs. accuracy trade-off for synthetic data		View Notebook
Differentially Private Synthetic Data		View Notebook
Rebalance synthetic datasets for data augmentation		View Notebook
Conditionally simulate synthetic (geo) data		View Notebook
Explain AI with synthetic data		View Notebook
Generate fair synthetic data		View Notebook
Generate synthetic text via a fast LSTM model trained from scratch		View Notebook
Generate synthetic text via a pre-trained Large Language Model		View Notebook
Perform multi-table synthesis		View Notebook
Analyse star-schema correlations		View Notebook
Develop a fake or real discriminator with Synthetic Data		View Notebook
Close gaps in your data with Smart Imputation		View Notebook
Calculate accuracy and privacy metrics for Quality Assurance		View Notebook
Enrich Sensitive Data with LLMs using Synthetic Replicas		View Notebook
MOSTLY AI vs. SDV comparison: single-table scenario		View Notebook
MOSTLY AI vs. SDV comparison: sequential scenario		View Notebook