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seir model python

def seir_f(t, y, beta, sigma, gamma):
    s, e, i, r = y
    return np.array([-beta * i * s,
                     -sigma * e + beta * i * s, 
                     -gamma * i + sigma * e, 
                     gamma * i])
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