ESN | Train an Echo State Network |
filter_esn | Filter ESN models |
fitted.ESN | Extract fitted values from a trained ESN |
forecast.ESN | Forecast an Echo State Network |
forecast_esn | Forecast an 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 | Model specification of a trained ESN model |
plot.esn | Plot internal states of a trained ESN model |
plot.forecast_esn | Plot forecasts of a trained ESN model |
print.esn | Print model 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 |
synthetic_data | Synthetic data |
tidy.ESN | Estimated coefficients |
train_esn | Train an Echo State Network |