Factor Investing, Dimensionality Reduction, Sklearn, Python.
linear technique and may not capture nonlinear relationships in the data. It assumes that the data distribution is Gaussian, and outliers or non-Gaussian data may impact its performance. Additionally, interpreting the reduced-dimensional representation may not always be straightforward, as the