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