Metrics and observables (reservoirpy.observables)#

Metrics and observables for Reservoir Computing:

spectral_radius(W[, maxiter])

Compute the spectral radius of a matrix W.

mse(y_true, y_pred)

Mean squared error metric:

rmse(y_true, y_pred)

Root mean squared error metric:

nrmse(y_true, y_pred[, norm, norm_value])

Normalized mean squared error metric:

rsquare(y_true, y_pred)

Coefficient of determination \(R^2\):