Getting Started

This is a quick introduction to the OpenDP Library.

• If you learn better from examples, check out the OpenDP Cookbook.

• To interactively build OpenDP notebooks, try DP Wizard.

• For Python, R, and Rust library references see the API Reference.

• Quickstart
• Typical Workflow
• Working with Tabular Data
  • Essential Statistics
  • Grouping
  • Identifier Truncation
  • Preparing Microdata
  • Contingency Tables
• Statistical Modeling
  • Linear Regression
  • Differentially Private PCA
  • Synthetic Data
• Assessing Utility
• Troubleshooting
• Next Steps