Welcome to qlty’s documentation!

Contents:

• qlty
  • Features
  • Quick Start
  • Documentation
  • Modules
  • License
  • Credits
• Installation
  • Stable release
  • From sources
• Usage
  • Basic Import
  • 2D In-Memory Processing
  • 3D Volume Processing
  • Large Dataset Processing (Disk-Cached)
  • Handling Missing Data
  • Advanced: Working with Border Regions
  • Computing Chunk Information
  • Best Practices
  • Common Patterns
  • Patch Pair Extraction
  • 3D Patch Pair Extraction
• Examples
  • Example 1: Basic 2D Image Processing
  • Example 2: Training with Input-Output Pairs
  • Example 3: Large Dataset with Disk Caching
  • Example 4: Handling Sparse/Missing Data
  • Example 5: 3D Volume Processing
  • Example 6: Inference with Softmax Handling
  • Example 7: Custom Border Weighting
  • Example 8: Batch Processing for Efficiency
  • Example 9: Combining with DataLoaders
  • Example 10: Error Handling and Validation
  • Example 11: Pre-Tokenization for Patch Processing (2D)
• API Reference
  • In-Memory Classes
  • Disk-Cached Classes
  • Utility Functions
  • Patch Pair Extraction Functions
  • Pre-Tokenization for Patch Processing (2D)
  • Parameter Details
  • Return Types
• Troubleshooting
  • Common Issues and Solutions
  • Performance Tips
  • Getting Help
• Contributing
  • Types of Contributions
  • Get Started!
  • Pull Request Guidelines
  • Tips
  • Deploying
• Credits
  • Development Lead
  • Contributors
• History
  • 1.3.0 (2025-11-23)
  • 1.2.3 (2025-11-23)
  • 1.2.0 (2025-11-13)
  • 1.1.0 (2025-11-12)
  • 0.1.0 (2021-10-20)
  • 0.1.1 (some time ago)
  • 0.1.2. (2022-9-13)
  • 0.1.3. (2022-9-13)
  • 0.1.4. (2023-8-28)
  • 0.1.5. (2023-12-28)
  • 0.1.6. (2024-03-10)
  • 0.1.7. (2024-03-12)
  • 0.2.0. (2024-03-12)

Indices and tables

• Index

• Module Index

• Search Page