ESN {echos} | R Documentation |
Train an Echo State Network
Description
Train an Echo State Network (ESN) to a univariate time series.
The function automatically manages data pre-processing, reservoir
generation (i.e., internal states) and model estimation and selection.
The function is a wrapper for train_esn()
and intended to be used
in combination with fabletools::model()
.
Usage
ESN(formula, ...)
Arguments
formula |
Model specification (currently not in use). |
... |
Further arguments passed to |
Value
An object of class ESN
.
Examples
library(tsibble)
library(fable)
AirPassengers %>%
as_tsibble() %>%
model("ESN" = ESN(value))
[Package echos version 1.0.2 Index]