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fix ImportError in likelihood.py

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in function log_predictive_density_sampling
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kae_mihara 2020-03-09 11:56:23 +08:00 • committed by GitHub
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GPy/likelihoods/likelihood.py
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@ -218,7 +218,7 @@ class Likelihood(Parameterized):
#fi_samples = np.random.randn(num_samples)*np.sqrt(var_star) + mu_star
fi_samples = np.random.normal(mu_star, np.sqrt(var_star), size=(mu_star.shape[0], num_samples))
from scipy.misc import logsumexp
from scipy.special import logsumexp
log_p_ystar = -np.log(num_samples) + logsumexp(self.logpdf(fi_samples, y_test, Y_metadata=Y_metadata), axis=1)
log_p_ystar = np.array(log_p_ystar).reshape(*y_test.shape)
return log_p_ystar