In the realm of pumpkin cultivation, maximizing yield and quality is paramount. Agriculturalists are increasingly utilizing algorithmic strategies to achieve optimal pumpkin production. These innovative approaches leverage predictive modeling to identify variables that influence pumpkin yield. By processing historical data and real-time environment