Struggling to choose between t-SNE and UMAP for your single-cell data? UMAP has become the industry standard due to its speed and global structure preservation, but t-SNE still offers unique advantages for local granularity. This guide breaks down the mathematical differences, "Chari & Pachter" controversy, and proper parameter tuning to help you create scientifically accurate visualizations.
