Private Evolution Documentation

The source code of this Private Evolution library is available at https://github.com/microsoft/DPSDA.

Contents:

• Getting Started
  • What is Private Evolution?
    • Key Features
    • What This Library Provides
    • Citations
  • Installation
    • PIP
    • Faiss
  • Examples
    • Images
    • Text
  • Details of the Library
    • Overview
      • The Private Evolution Algorithm
      • Core Design Principles of This Library
      • Core Components of This Library
    • Data
      • Available Datasets
      • Using Your Own Datasets
    • Population
      • Available Populations
    • APIs
      • Available APIs
      • Adding Your Own APIs
    • Histograms
      • Available Histograms
    • DP
      • Available Differential Privacy Mechanisms
    • Embeddings
      • Available Embeddings
    • Callbacks and Loggers
      • Available Callbacks
      • Available Loggers
    • Runner
• API Reference
  • pe
    • pe package
      • Subpackages
        • pe.api package
        • pe.callback package
        • pe.constant package
        • pe.data package
        • pe.dp package
        • pe.embedding package
        • pe.histogram package
        • pe.logger package
        • pe.logging package
        • pe.metric_item package
        • pe.population package
        • pe.runner package
        • pe.util package