In the realm of pumpkin cultivation, maximizing yield and quality is paramount. Growers are increasingly utilizing algorithmic strategies to achieve optimal pumpkin production. This innovative approaches leverage machine learning to identify factors that influence pumpkin performance. By processing historical data and real-time agrological conditio