def __init__(self, model, noise_amplitude=1.0, **kwargs): """ A noisy nonlinear problem in which only first derivatives can be evaluated. For help on individual methods, see `AmplModel`. """ AmplModel.__init__(self, model, **kwargs) self.noise_amplitude = noise_amplitude