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