55bd09be272701797abcf9e549fffe8b0311e387,elfi/bo/gpy_model.py,GPyRegression,evaluate,#GPyRegression#Any#,74

Before Change

        if self.gp is None:
            // TODO: return from GP prior
            return 0.0, 0.0, 0.0
        m, s2 = self.gp.predict(np.atleast_2d(x))
        return m, s2, np.sqrt(s2)

    def eval_mean(self, x):
        Returns the GP model mean function at x.

After Change

        
        if self._gp is None:
            // TODO: return from GP mean function if given
            return np.zeros(len(x), self.input_dim), \
                   np.ones(len(x), self.input_dim)

        // Need to cast as 2d array for gpy

Instances