Returns log likelihood and score, efficiently reusing calculations.
Note that both of these returned quantities will need to be negated before being minimized by the maximum likelihood fitting machinery.
statsmodels.discrete.discrete_model.MNLogit.loglike
statsmodels.discrete.discrete_model.MNLogit.loglikeobs
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