In the ever-expanding cosmos of data science, routines are our trusty utensils for uncovering valuable insights. But what if we could infuse a touch of novelty into these computational behemoths? Enter Pumpkin-Shaped Optimization, a novel strategy that reimagines data analysis by mimicking the efficacy of a gourd's natural structure. This uncon

Delving into the mysteries of data analysis, we uncover the potential of pumpkin-powered strategies. By exploiting the distinct properties of squashes, these innovative approaches strive to optimize model training. The natural nature of pumpkins offers a compelling alternative to established computational methods, paving the way for green solutions