empyrean.MixtureComponent

class MixtureComponent(weight, mean, covariance)

Bases: object

One weighted component of a 6D Gaussian mixture.

Returned by split_gaussian().

Parameters:

• weight (float)

• mean (ndarray)

• covariance (ndarray)

weight

Component weight (sum across components is 1.0).

Type:

float

mean

6-element mean vector.

Type:

ndarray

covariance

6 × 6 covariance matrix.

Type:

ndarray

Methods

__init__(weight, mean, covariance)

Attributes

weight
mean
covariance

weight: float

mean: ndarray

covariance: ndarray