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[plotting] library is unfolding and should be working tonight

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mzwiessele 2015-10-03 13:59:01 +01:00
parent a6c0d82ef7
commit c3afb4eaaf
13 changed files with 648 additions and 263 deletions
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6
GPy/core/gp.py
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@ -242,7 +242,7 @@ class GP(Model):
return mu, var
def predict(self, Xnew, full_cov=False, Y_metadata=None, kern=None):
def predict(self, Xnew, full_cov=False, Y_metadata=None, kern=None, likelihood=None):
"""
Predict the function(s) at the new point(s) Xnew.
@ -269,7 +269,9 @@ class GP(Model):
mu, var = self.normalizer.inverse_mean(mu), self.normalizer.inverse_variance(var)
# now push through likelihood
mean, var = self.likelihood.predictive_values(mu, var, full_cov, Y_metadata=Y_metadata)
if likelihood is None:
likelihood = self.likelihood
mean, var = likelihood.predictive_values(mu, var, full_cov, Y_metadata=Y_metadata)
return mean, var
def predict_quantiles(self, X, quantiles=(2.5, 97.5), Y_metadata=None, kern=None, likelihood=None):