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 <code>train_esn()</code> and intended to be used 
 in combination with <code>fabletools::model()</code>.

Provides a lightweight implementation of functions and methods for
fast and fully automatic time series modeling and forecasting using Echo
State Networks (ESNs).

Alexander Häußer

echos

Echo State Networks for Time Series Modeling and Forecasting

ESN function

<dl><dt>formula</dt>
<dd>Model specification (currently not in use).</dd>
<dt>...</dt>
<dd>Further arguments passed to <code>train_esn()</code>.</dd></dl>

Arguments

Train an Echo State Network — ESN

<dl>

<dt>formula</dt>
<dd>Model specification (currently not in use).</dd>


<dt>...</dt>
<dd>Further arguments passed to <code>train_esn()</code>.</dd>

</dl>

ESN: Train an Echo State Network

Description

Usage

Value

Arguments

Examples