Numerical Linear Algebra
20 Stationary Iterations

Numerical Methods for Data Science

Preface
1 Introduction
Background Plus a Bit
Fundamentals in 1D
Numerical Linear Algebra
Nonlinear Equations and Optimization
Computing with Randomness
Dimension Reduction and Latent Factor Models
Function Approximation
Network Analysis
Learning Dynamics
References

Numerical Linear Algebra
20 Stationary Iterations

20 Stationary Iterations

Standard splittings and such PageRank, Markov chains, etc Stochastic iterations? (look ahead) Regularization via iteration

19 Signals and Transforms

21 Krylov Subspaces