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@ -1355,8 +1355,9 @@ def kreg_demo1(hs=None, fast=False, fun='hisj'):
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-0.08348306, 0.00812816, -0.00908206, 0.14528945, 0.02901065])
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x = np.linspace(0, 1, N)
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y0 = 2 * np.exp(-x ** 2 / (2 * 0.3 ** 2)) + \
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3 * np.exp(-(x - 1) ** 2 / (2 * 0.7 ** 2))
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var_1 = 0.3 ** 2
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var_2 = 0.7 ** 2
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y0 = np.exp(-x ** 2 / (2 * var_1)) + 1.3*np.exp(-(x - 1) ** 2 / (2 * var_2))
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y = y0 + ei
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kernel = Kernel('gauss', fun=fun)
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hopt = kernel.hisj(x)
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