704b11de102aa54bdaa46ac9a98cac64d37c7d84,GPflow/model.py,GPModel,predict_f,#GPModel#Any#,194

Before Change

                pred_f_mean, pred_f_var = self.build_predict(tf_Xnew)
                self._tf_predict_f = lambda Xnew_data, x : self._session.run([pred_f_mean, pred_f_var],
                        feed_dict={self._free_vars:x, tf_Xnew:Xnew_data })
        return self._tf_predict_f(Xnew, self.get_free_state())
            
    def predict_y(self, Xnew):
        
        Compute the mean and variance of held-out data at the points Xnew

After Change

        tf_Xnew = tf.placeholder("float64")
        with self.tf_mode():
            pred_f_mean, pred_f_var = self.build_predict(tf_Xnew)
        return self._session.run([pred_f_mean, pred_f_var],
                                 feed_dict={self._free_vars:self.get_free_state(), tf_Xnew:Xnew })

    def predict_y(self, Xnew):
        
        Compute the mean and variance of held-out data at the points Xnew

Instances