October 23, 2024

Topics

1. Eigen(stuff): eigenvalues, eigenvectors, eigenbases, eigenspaces.
2. How to compute eigen(stuff).
3. Matrix diagonalization.

Homework

3Blue1Brown: Eigenvectors and eigenvalues (17:15)

Lecture Notes

Lecture Notes

Exercises

Exercises

Supplementary Content

1. Gilbert Strang: Lecture on eigenvalues and eigenvectors (51:22)
2. von Luxburg, U. (2007). A tutorial on spectral clustering. Stat Comput 17, 395-416.