HPFRACC User Manual

This manual provides a comprehensive guide to using HPFRACC for high-performance fractional calculus and machine learning.

Manual Sections:

• Introduction & Features
  • Production Readiness
  • Key Features
• Installation & Setup
  • Basic Installation
  • GPU & Machine Learning Support
  • Requirements
  • Intelligent Backend Selection
  • Verification
• Tutorials & Examples
  • 1. Basic Calculus Operations
  • 3. High-Performance Machine Learning
  • 4. Graph Neural Networks
• Core Component Reference
  • 1. Fractional Operators
  • 2. Fractional Neural Networks
  • 3. Graph Neural Networks
  • 4. Neural Solver Frameworks
• Science & Theory
  • 1. Scientific Applications
  • 2. Mathematical Foundations
  • 3. Numerical Stability & Accuracy
• Advanced Usage & Optimization
  • 1. Configuration & Precision
  • 2. Intelligent Backend Selection
  • 3. Known Limitations & Workarounds
  • 4. Troubleshooting
• Development & Contribution
  • 1. Reports & Analysis
  • 2. Design Documents
  • 3. Contributing
  • Internal architecture notes (Markdown)

Indices and tables

• Index

• Module Index

• Search Page