Predicting on new data with gp.conditional

Hi @bwengals

Should we not re-run

with model:
  f_pred = gp.conditional('f_pred', X_New_shared, shape=(different_X_New.shape[0], ))

every time I need to predict? However, everytime this function is run, it needs a new variable.