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