Essential Math, Machine Learning, Deep Learning, Mathematics, Data Science.
Remember from Chapter 09 of Essential Math for Data Science that the eigendecomposition of the matrix A is given by Let’s calculate the matrices Q and Λ (pronounced “capital lambda”) with Numpy: Note that, since the matrix A is not symmetric, the eigenvectors are not orthogonal (their dot product