def _to_logits_bernoulli(probs): ps_clamped = clamp_probs(probs) return np.log(ps_clamped) - np.log1p(-ps_clamped)
def log_prob(self, value): ps_clamped = clamp_probs(self.probs) return xlogy(value, ps_clamped) + xlog1py(1 - value, -ps_clamped)
