PyDP Documentation

• Introduction To Differential Privacy
• Introduction
• Machine Learning and Data
• Why is Differential Privacy so important ?
• How is Differential Privacy implemented ?
  • Local Differential Privacy
  • Global Differential Privacy
• Formal Definition Of Differential Privacy
• Differential - Privacy In Real World
• Further Reading
• Introduction to PyDP
  • Installation
  • Examples
  • Learning Resources
  • Support and Community on Slack
  • Contributing
  • License
• PyDP
  • Algorithms
  • Numerical Mechanisms
  • Distributions
  • Util
  • ML
  • Partition Selection