User Guide

• Introduction
  • What is OpenDP?
  • Who Should Read This Guide?
  • Getting Help
• Limitations
  • Privacy Concerns
  • Incomplete Privacy Proofs
  • Missing Functionality
  • API Stability
  • Software Quality
• Getting Started
  • Installation
    • Platforms
    • Installing OpenDP for Python from PyPI
    • Installing OpenDP for Rust from crates.io
    • Building OpenDP from Source
  • Hello, OpenDP!
  • What’s Next?
• Programming Framework
  • Summary
  • Key Points
  • Implementation Differences
    • Interactive Measurements
    • Row Transforms
    • Applying the Concepts
• Core Structures
  • Measurement
  • Transformation
  • Constructors and Functions
• Supporting Elements
  • Function
  • Domains
  • Metrics
  • Measures
  • Relations
  • Distances
• Combinator Constructors
  • Chaining
  • Composition
  • Amplification
• Transformation Constructors
  • Dataframe
  • Casting
  • Imputation
  • Indexing
  • Clamping
  • Resizing
  • Aggregators
• Measurement Constructors
  • Floating-Point
• Application Structure
  • Parameter Search
  • Determining Accuracy
  • Putting It Together

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Introduction