NVAR: Nonlinear Vector Autoregression Models

Estimate nonlinear vector autoregression models (also known as the next generation reservoir computing) for nonlinear dynamic systems. The algorithm was described by Gauthier et al. (2021) <doi:10.1038/s41467-021-25801-2>.

Getting started

Package details

AuthorJingmeng Cui [aut, cre] (<https://orcid.org/0000-0003-3421-8457>)
MaintainerJingmeng Cui <jingmeng.cui@outlook.com>
LicenseGPL (>= 3)
Version0.1.0
URL https://github.com/Sciurus365/NVAR
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("NVAR")

Try the NVAR package in your browser

Any scripts or data that you put into this service are public.

NVAR documentation built on May 29, 2024, 2:09 a.m.