In the dynamic realm of copyright trading, quantitative strategies have emerged as a popular approach to capitalize on market fluctuations. These strategies leverage mathematical models and algorithms to interpret price data, identify trends, and execute trades automatically. Machine learning, a subset of artificial intelligence, has revolutionized