"HyperCubeRGB v9.0 – High-Precision, Reproducible Multi-Dimensional RGB System"

HypercubeRGB v9.0.0 is an advanced multidimensional data processing software focused on selective feature extraction and noise reduction. It implements formal auditing, numeric precision management, and data integrity verification using SHA-256 checksums. Key features:- Full reproducibility: all 21 included tests passed successfully in a controlled environment.- Numeric stability across float16, float32, and float64 types.- Robust error handling and validation of parameters and inputs.- JSON Schema-based logging and integrity verification.- Lightweight architecture, no GPU required, designed for portable applications. Applications:HypercubeRGB can be used in high-dimensional data analysis, signal processing, scientific computing, and portable diagnostic devices where selective filtering of relevant data is crucial. It identifies important features while ignoring irrelevant noise, optimizing processing efficiency and reliability. The system has been fully audited and validated for reproducibility and numerical stability, making it suitable for research, educational purposes, and high-integrity scientific computing environments.