Machine Learning, Data Science, Algorithms, Dimensionality Reduction, Cheatsheet.
(sklearn.decomposition.PCA class does it automatically). There are a lot of popular modifications of these algorithms, but the most popular are: Incremental PCA — for online learning or when data doesn’t fit in memory Randomized PCA — a stochastic algorithm that allows to quickly estimate the first