Machine Learning, Artificial Intelligence, Dimensionality Reduction.
complex datasets? No sweat. TDA’s efficiency is unmatched. Time series use case In a time-series case study comparing all three techniques: t-SNE captures too much structure, most of which does not exist. UMAP does a better job, but the structure is somewhat blurry. TDA does a much better job and