Umap, Machine Learning, AI, Dimensionality Reduction.
components that are inherently non-negative. This property is beneficial when dealing with data where parts-based representations are more meaningful, such as image processing or topic modeling in text data, facilitating a more intuitive and interpretable dimensionality reduction approach. from