mixle.utils.automatic.detectors.negative_binomial module

Automatic detector for overdispersed negative-binomial count data.

The detector accepts non-negative integer samples whose variance clearly exceeds the mean, estimates moment-based parameters, and exposes the distribution factory for automatic model selection.