from scipy.interpolate import interp1d

import numpy as np

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xs = np.arange(10)

ys = 2*xs + 1

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interp_func = interp1d(xs, ys)

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newarr = interp_func(np.arange(2.1, 3, 0.1))

​

print(newarr)

​