'''
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
