Package tsDyn implements a variety of non-linear time series models. To read more about it, look at:
You can install the released version of tsDyn from CRAN with:
install.packages("tsDyn")
You can download the version from github using:
library(remotes)
remotes::install_github("MatthieuStigler/tsDyn")