''' Linear Discriminant Analysis (LDA) in manuer and scikit-learn 1. Calculate mean vectors of each class 2. Calculate within-class and between-class scatter matrices 3. Calculate eigenvalues and eigenvectors for 4. Keep the top k eigenvectors by ord