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I want to implement for a step function in numpy with the definition:

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Since the other answer does not implement the function in the question, here is a correct soluton:

import numpy as np
import matplotlib.pyplot as plt

x= np.linspace(0., 50., 1001)
f = lambda x0, x1: np.piecewise(x, [x < x0, (x >= x0) & (x <= x1), x > x1],
                                    [0., lambda x: x/x0, 1.])

plt.plot(x, f(10, 30))
plt.show()

enter image description here

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1 Comment

Nice, np.piecewise is what I was looking for

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