Quickstart
Try the SDMetrics Library
Get started with the SDMetrics using the demo below
Data and ROI Metrics
Apply metrics to compare real and synthetic data. In the SDMetrics library, you'll see two kinds of metrics to apply:
Data Metrics compare the real and synthetic data across various properties. Example of data metrics include quality comparisons, privacy measurements, and diagnostics.
ROI Metrics measure the overall return-on-investment when using your synthetic data for a downstream project. This is your ultimate goal. ROI metrics not necessarily correlated with data metrics, so we always recommend optimizing for the ROI when possible.
Visualize your data
Use the Visualization Utilities to plot your data and get more insight.
Resources
If you have any questions or need help troubleshooting, find us on Slack and GitHub.
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