Return the reservoir from a trained ESN as tibble

Return the reservoir (internal states) from a trained ESN as tibble. The function works only for models of class ESN.

Usage

reservoir(object)

Arguments

object

An object of class ESN.

Value

A tibble containing the reservoir (internal states).

Examples

library(tsibble)
library(fable)
AirPassengers %>%
as_tsibble() %>%
model("ESN" = ESN(value)) %>%
reservoir()
#> # A tibble: 8,094 × 4
#>    model index state        value
#>    <chr> <int> <chr>        <dbl>
#>  1 ESN       1 state(01)  0      
#>  2 ESN       2 state(01)  0.0463 
#>  3 ESN       3 state(01) -0.0106 
#>  4 ESN       4 state(01) -0.0719 
#>  5 ESN       5 state(01) -0.00112
#>  6 ESN       6 state(01)  0.0387 
#>  7 ESN       7 state(01) -0.0422 
#>  8 ESN       8 state(01) -0.131  
#>  9 ESN       9 state(01) -0.0888 
#> 10 ESN      10 state(01)  0.0239 
#> # ℹ 8,084 more rows