Man pages for ahaeusser/echos
Echo State Networks for Time Series Modeling and Forecasting
| ESN | Automatic train an Echo State Network |
| fitted.ESN | Extract fitted values from a trained ESN |
| forecast_esn | Forecast an Echo State Network |
| forecast.ESN | Forecast a trained ESN |
| 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.esn | Plot internal states of a trained ESN model. |
| plot.forecast_esn | Plot point forecasts and actual values of a trained ESN... |
| 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 |
