synthetic_data

<code>tibble</code> with ten synthetic time series. The dataset 
 contains the following time series:<ul>
<li>Square Wave</li>
<li>Sawtooth Wave</li>
<li>Harmonic Wave</li>
<li>Harmonic Wave w/ Trend</li>
<li>Amplitude Modulated Wave</li>
<li>Frequency Modulated Wave</li>
<li>AR(1) Process</li>
<li>MA(2) Process</li>
<li>White Noise Process</li>
<li>Random Walk Process</li>
</ul>

datasets

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

synthetic_data function

An object of class <code>tibble</code> with 2.000 rows and 3 columns:<ul>
<li><code>variable</code>: Unique identifier as <code>character</code> (key variable).</li>
<li><code>index</code>: Index as <code>integer</code> (index variable).</li>
<li><code>value</code>: Value as <code>numeric</code> (measurement variable).</li>
</ul>

synthetic_data: Synthetic data

Description

Usage

Arguments

Format

Examples