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Plotting functions modified
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import numpy as np
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from scipy import stats
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import scipy as sp
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import pylab as pb
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from GPy.util.univariate_Gaussian import std_norm_pdf,std_norm_cdf,inv_std_norm_cdf
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class GPTransformation(object):
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