alibi_detect.models.pytorch.gmm

GMMModel

Inherits from: Module

Constructor

GMMModel(self, n_components: int, dim: int) -> None

Name	Type	Default	Description
n_components	int		The number of mixture components.
dim	int		The dimensionality of the data.

Methods

forward

forward(x: torch.Tensor) -> torch.Tensor

Compute the log-likelihood of the data.

Name	Type	Default	Description
x	torch.Tensor		Data to score.

Returns

• Type: torch.Tensor