Factor Investing, Dimensionality Reduction, Sklearn, Python.
matrices used for projection can act as a “sketch” of the original data, capturing its important structural properties. By using random matrices, random projection can achieve dimensionality reduction without losing much information about the data. However, the quality of the dimensionality