Module enhanced_algorithms 

Enhanced algorithms for Advanced Mode

Provides advanced algorithmic enhancements for the Advanced coordinator:

• Advanced pattern recognition with deep learning capabilities
• Multi-scale feature extraction and analysis
• Emergent pattern detection and meta-pattern recognition
• Sophisticated optimization recommendation systems
• Self-improving algorithmic components with adaptive learning Enhanced Algorithms for Advanced Mode

This module provides advanced algorithmic enhancements for the advanced coordinator, including new optimization strategies, advanced pattern recognition, and self-improving algorithmic components.

Structs

AdvancedPatternAnalysis

Complete analysis result from advanced pattern recognition

AdvancedPatternRecognizer

Advanced pattern recognition system with deep learning capabilities

DataCharacteristics

Statistical characteristics of data for pattern analysis

EmergentPattern

Represents an emergent pattern discovered during data analysis

MetaPattern

Represents a meta-pattern formed by correlations between multiple pattern types

OptimizationRecommendation

Represents an optimization recommendation based on pattern analysis

Enums

SynergyType

Types of synergy between different patterns