Maximizing pumpkin yield is a crucial goal for farmers. To achieve optimal results, sophisticated algorithmic strategies are increasingly being employed. These algorithms can interpret vast information related to pumpkin growth, including soil conditions, weather patterns, and nutrient requirements. By pinpointing trends and correlations within