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