Module optimized 

Optimized Discovery Engine

Performance optimizations:

• SIMD-accelerated vector operations (4-8x speedup)
• Parallel processing with rayon (linear scaling)
• Incremental graph updates (avoid O(n²) recomputation)
• Statistical significance testing (p-values)
• Temporal causality analysis (Granger-style)
• Intelligent caching of expensive computations

Structs

OptimizedConfig

Optimized discovery engine configuration

OptimizedDiscoveryEngine

Optimized discovery engine with parallel processing

OptimizedStats

Engine statistics

PerformanceMetrics

Performance metrics for the optimized engine

SignificantPattern

Pattern with statistical significance

Functions

simd_cosine_similarity

SIMD-accelerated cosine similarity Falls back to scalar if not available