Examples

This section provides practical examples demonstrating different conformal anomaly detection approaches available in Nonconform.

Available Examples

• Classical Conformal - Basic split conformal detection
• Bootstrap Conformal - Bootstrap-after-Jackknife+ strategy
• Cross-Validation Conformal - K-fold cross-validation approach
• Jackknife Conformal - Jackknife+ conformal strategy
• Weighted Conformal - Handling non-exchangeable data
• FDR Control - False Discovery Rate control for multiple testing

Each example includes complete code, explanations, and visualizations to help you understand and apply the methods to your own data.