User Guide

Comprehensive documentation for using Nonconform effectively.

Core Concepts

• Conformal Inference - Theoretical foundations
• Statistical Concepts - Key statistical principles
• Conformalization Strategies - Available calibration strategies
• Choosing Strategies - Strategy selection guide
• Detector Compatibility - PyOD detector guide

Advanced Topics

• Weighted Conformal - Non-exchangeable data handling
• FDR Control - Multiple testing correction

Practical Usage

• Batch Evaluation - Evaluating detector performance
• Streaming Evaluation - Online evaluation methods
• Best Practices - Recommended usage patterns
• Logging - Configuring logging output
• Troubleshooting - Common issues and solutions