Data Analysis and Machine Learning: Neural networks, from the simple perceptron to deep learning and convolutional networks

Solving the ODE

Finally, having set up the networks we are ready to use them to solve the ODE problem. We add the analytical solution

def g_analytic(x, gamma = 2, g0 = 10):
    return g0*np.exp(-gamma*x)