Beispiel #1
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 def predict_density(self, Fmu, Fvar, Y):
     return densities.gaussian(Fmu, Y, Fvar + self.variance)
Beispiel #2
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 def logp(self, F, Y):
     return densities.gaussian(F, Y, self.variance)
Beispiel #3
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 def logp(self, x):
     return tf.reduce_sum(densities.gaussian(x, self.mu, self.var))
Beispiel #4
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 def logp(self, x):
     return tf.reduce_sum(densities.gaussian(x, self.mu, self.var))
Beispiel #5
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 def logp(self, F, Y):
     return gaussian(self.invlink(F), Y, self.variance)
Beispiel #6
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 def logp(self, F, Y):
     return gaussian(F, Y, self.variance)