T-SNE acts as a powerful dimensionality reduction technique widely employed in data visualization. It effectively reduces high-dimensional data to two or three dimensions, enabling the exploration of complex relationships and patterns. However, traditional T-SNE can more info struggle with identifying distinct clusters within the reduced space. To