In the realm of pumpkin cultivation, maximizing yield and quality is paramount. Growers are increasingly employing algorithmic strategies to achieve optimal pumpkin development. These innovative approaches leverage machine learning to identify factors that influence pumpkin performance. By analyzing historical data and real-time climatic conditions