def _vector_of_log_likelihoods(theta_1, theta_2, x):
lik = np.log(0.5 * norm.pdf(x, theta_1, SIGMA_x) + 0.5 * norm.pdf(x, theta_1 + theta_2, SIGMA_x))
return lik
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