API Reference

This section contains auto-generated documentation from the source code docstrings.

Core Modules

The essential components for using SCE:

• config - Configuration classes for the engine
• engine - The main StatisticalContextEngine transformer
• stats - Statistical aggregation functions
• cleanup - Feature cleanup and validation

Pipeline Modules

Higher-level abstractions for running experiments:

• pipeline - Full experiment pipeline with train/test evaluation
• model_presets - Pre-configured model settings

Experimental Modules

Advanced features under development:

• search - Hyperparameter search utilities
• selection - Feature selection methods
• importance - Feature importance analysis

Utilities

• cli - Command-line interface
• io - Input/output utilities