def mean_sq_fn(X): mean, _ = feature_conditional(X, feat, kern, q_mu, q_sqrt=q_sqrt, white=white) return (mean + effective_mean(X))**2
def var_fn(X): _, var = feature_conditional(X, feat, kern, q_mu, q_sqrt=q_sqrt, white=white) return var
def mean_sq_fn(X): mean, _ = feature_conditional(X, feat, kern, q_mu, q_sqrt=q_sqrt, white=white) return mean**2
def mean_sq_fn(X): mean, _ = feature_conditional(X, feat, kern, q_mu, q_sqrt=q_sqrt, white=white) return (mean + effective_mean(X)) ** 2