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
Index
Index