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Performance optimizations and enhanced implementations Performance optimizations and enhanced implementations
This module provides optimized implementations of common transformation algorithms with memory efficiency, SIMD acceleration, and adaptive processing strategies.
Structs§
- Advanced
Memory Pool - ✅ Advanced MODE: Advanced memory pool for fast processing This provides cache-efficient memory management for repeated transformations
- AdvancedPCA
- ✅ Advanced MODE: Fast PCA with memory pooling
- EnhancedPCA
- Enhanced PCA with memory optimization and adaptive processing
- Enhanced
Standard Scaler - Enhanced standardization with adaptive processing
- Pool
Stats - Memory pool statistics for performance monitoring