Umap, Machine Learning, AI, Dimensionality Reduction.
variance. The first few principal components often capture the most important information. The logic behind the algorithm consists out of a few steps: Center the Data A covariance matrix is used to understand the variance within the data and the directions of those variances. The covariance between