Maximizing pumpkin yield is a crucial goal for gardeners. To achieve optimal results, innovative algorithmic strategies are increasingly being employed. These algorithms can interpret vast datasets related to pumpkin growth, including soil conditions, weather patterns, and nutrient requirements.