In the realm of pumpkin cultivation, maximizing yield and quality is paramount. Agriculturalists are increasingly employing ici algorithmic strategies to achieve optimal pumpkin growth. This innovative approaches leverage machine learning to identify parameters that influence pumpkin yield. By interpreting historical data and real-time climatic con