A Transformer-Based Model for Probabilistic Intraday Volume Ratio Forecasting and its Application in VWAP Trading Strategies

Transformer-based models, trained on comprehensive market data and enhanced with probabilistic forecasting, can accurately predict intraday volume ratios, enabling superior performance in VWAP-focused trading strategies.