Welcome

OpenDP documentation is organized into the guides below. Return home by clicking the OpenDP logo in the header. Each section in the header bar corresponds to a top-level section below. When you are in a top-level section, the left panel contains a table of contents for the section, and the right panel contains a table of contents for the current document. Documentation for past releases are available in the drop down on the left panel.

• Quickstart

• User Guide
  • Introduction
  • Limitations
  • Getting Started
  • Programming Framework
    • Core Structures
    • Supporting Elements
    • A Framework to Understand DP
  • Constructors
    • Transformations
    • Measurements
    • Combinators
  • Utilities
    • Typing
    • Accuracy
    • Parameter Search
  • Putting It Together

• Examples
  • Example Data Analysis
  • Attacks
    • Differencing
    • Membership
    • Reconstruction
  • Working with Unknown Dataset Sizes
  • Privatizing Histograms

• API
  • Python API
    • opendp package
      • opendp.accuracy module
      • opendp.combinators module
      • opendp.core module
      • opendp.measurements module
      • opendp.mod module
      • opendp.transformations module
      • opendp.typing module
  • Rust API

• Developer Guide
  • Getting Involved
  • Development Environment
  • OpenDP Rust Initiation
  • OpenDP Proof Initiation
  • Contribution Process
  • Contributor License Agreement
  • Maintainer Notes
• Resources
• OpenDP Commons
• Related Projects
• Past Projects
• Contact

This is version 0.6.0-rc.3 of the guides, last built on Oct 25, 2022.