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Synthetic Data TutorialsΒΆ

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 Run on Colab View Notebook
Validate synthetic data via Train-Synthetic-Test-Real Run on Colab View Notebook
Explore the size vs. accuracy trade-off for synthetic data Run on Colab View Notebook
Differentially Private Synthetic Data Run on Colab View Notebook
Rebalance synthetic datasets for data augmentation Run on Colab View Notebook
Conditionally generate synthetic (geo) data Run on Colab View Notebook
Explain AI with synthetic data Run on Colab View Notebook
Generate fair synthetic data Run on Colab View Notebook
Generate synthetic text via a fast LSTM model trained from scratch Run on Colab View Notebook
Generate synthetic text via a pre-trained Large Language Model Run on Colab View Notebook
Perform multi-table synthesis Run on Colab View Notebook
Analyse star-schema correlations Run on Colab View Notebook
Develop a fake or real discriminator with Synthetic Data Run on Colab View Notebook
Close gaps in your data with Smart Imputation Run on Colab View Notebook
Calculate accuracy and privacy metrics for Quality Assurance Run on Colab View Notebook