In the realm of pumpkin cultivation, maximizing yield and quality is paramount. Growers are increasingly leveraging algorithmic strategies to achieve optimal pumpkin production. This innovative approaches leverage machine learning to identify variables that influence pumpkin yield. By analyzing historical data and real-time environmental conditions