Echo State Networks for Time Series Modeling and Forecasting

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Documentation for package ‘echos’ version 1.0.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

ESN	Automatic train an Echo State Network
fitted.ESN	Extract fitted values from a trained ESN
forecast.ESN	Forecast a trained ESN
forecast_esn	Forecast a trained Echo State Network
glance.ESN	Summary of trained models during random search
is.esn	Checks if object is of class "esn"
is.forecast_esn	Checks if object is of class "forecast_esn"
m4_data	M4 dataset
model_sum.ESN	Provide a succinct summary of a trained ESN
plot.forecast_esn	Plot point forecasts and actuals of a trained ESN model.
print.esn	Print specification of the trained ESN model
report.ESN	Provide a detailed summary of the trained ESN model
reservoir	Return the reservoir from a trained ESN as tibble
residuals.ESN	Extract residuals from a trained ESN
run_reservoir	Run reservoir
summary.esn	Provide a detailed summary of the trained ESN model
tidy.ESN	Estimated coefficients
train_esn	Train an Echo State Network