import numpy as np class EchoStateNetwork: def __init__(self, input_size, reservoir_size, output_size, spectral_radius=0.9): self.input_size = input_size self.reservoir_size = reservoir_size self.output_size = output_size self.spectral_radius = spectral_radius self.input_weights = np.random.rand(reservoir_size, input_size) -