Umap, Machine Learning, AI, Dimensionality Reduction.
dimensionality reduction method that distinguishes itself by assuming that the observed data is a mixture of independent sources. ICA’s objective is to unmix this composite signal, extracting the original sources that are statistically independent of each other. This makes ICA particularly valuable