RobertGM111/havok: Procedures for the Analysis of Nonlinear Dynamical Systems

A set of functions for modeling of nonlinear and chaotic systems. These functions have the ability to model nonlienar systems as intermittently forced linear systems through the use of Hankel Alternative View of Koopman (HAVOK) analysis as seen in Brunton, Brunton, Proctor, Kaiser, & Kutz (2017) <doi:10.1038/s41467-017-00030-8>. This package has additional functionality for the SINDy algorithm, and dynamic mode decomposition (DMD) as seen in Brunton, Proctor, & Kutz (2016) <doi:10.1073/pnas.1517384113>.

install.packages("remotes")
remotes::install_github("RobertGM111/havok")