In the realm of pumpkin cultivation, maximizing yield and quality is paramount. Agriculturalists are increasingly leveraging algorithmic strategies to achieve optimal pumpkin production. Such innovative approaches leverage predictive modeling to identify parameters that influence pumpkin yield. By interpreting historical data and real-time climatic