empyrean.MixtureComponent

class MixtureComponent(weight, mean, covariance)[source]

Bases: object

One weighted component of a 6D Gaussian mixture.

Returned by split_gaussian().

Parameters:
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