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