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Navigating the complex financial landscape requires more than just picking individual stocks or assets; it demands a sophisticated approach to portfolio optimization. Various techniques exist, ranging from the traditional Markowitz mean-variance model to more innovative risk-parity systems. Risk-parity assignment focuses on allocating capital based