Concept
Python
Intermediate
35 min
Conjugate gradients and the condition number: why iterations grow as √κ
Afterwards you can explain why conjugate gradients converge, predict how their iterations grow with the condition number, and say what preconditioning changes.
Sparse and large linear systems
Engineering, Physics