This is a suite of nonlinear solvers, test problems, and examples.
This package supports my book project
Solving Nonlinear Equations with Iterative Methods: Solvers and Examples in Julia
which will be published by SIAM in 2022.
The solvers are documented with Documenter.jl on the github repo and with a collection of IJulia notebooks: GitHub - ctkelley/NotebookSIAMFANL: Notebook for my new solver book
The current version is 0.2.3 and has Newton-like scalar equation solvers and solvers for systems with direct methods for the linear algebra. The methods include mixed-precision solvers and pseudo-transient continuation as well as the usual suspects.
Newton-Krylov methods, Anderson acceleration, and Broyden’s method are coming sometime in 2021.