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