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Contents:

  • Installation
    • Option 1: Local Installation from Source
    • Option 2: Install from PyPI
    • Option 3: Use the Hosted Web Application
  • AIDRIN Usage
    • Usage via PyPI
    • Local and Web Application Usage
  • Defining Custom Metrics and Remedies
    • Workflow Overview for Creating Custom Metrics
    • Understanding the CustomDR Base Class
    • Implementing metric(): Requirements & Tips
    • Implementing remedy(): Requirements & Tips
    • Full Practical Example: A Combined Metric + Remedy Class
    • How the System Uses Your CustomDR Class
    • Best Practices for Writing Custom Metrics
    • Data & Code Storage Rules
  • Integration with APPFL
    • Citation
  • Testing
    • Running the Unit Tests
    • Test Structure
    • Integration Tests
  • Contributing to AIDRIN
    • Quick Start
    • Coding Standards
    • Pull Request Guidelines
    • Issues and Labels
    • OpenTelemetry (Optional)
    • Globus Compute (Optional)
    • LLM Explanations (Optional)
    • Debugging the Web Interface
  • Limitations and Data Privacy
    • Current Capabilities
    • File and Size Limits
    • Data Privacy and Storage
  • Publications
    • 2025
    • 2024
AIDRIN
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