scglue.models.prob.ZIN

class scglue.models.prob.ZIN(zi_logits, loc, scale)

Bases: Normal

Zero-inflated normal distribution with subsetting support

Parameters:

• zi_logits (torch.Tensor) – Zero-inflation logits

• loc (torch.Tensor) – Location of the normal distribution

• scale (torch.Tensor) – Scale of the normal distribution

Methods

log_prob

Returns the log of the probability density/mass function evaluated at value.

Attributes