Machine Learning, Tutorial, Dimensionality Reduction, Deep Learning, Python.
axes. We will sort the eigenpairs by descending order of the eigenvalues, construct a projection matrix from the selected eigenvectors, and use the projection matrix to transform the data onto the lower-dimensional subspace. We start by sorting the eigenpairs by decreasing order of the eigenvalues: