pyhgf.math.MultivariateNormal#
- class pyhgf.math.MultivariateNormal[source]#
The multivariate normal as an exponential family distribution.
References
- __init__(*args, **kwargs)#
Methods
__init__(*args, **kwargs)base_measure(k)Compute the base measures for the multivariate normal.
parameters_from_sufficient_statistics(xis, ...)Compute the distribution parameters from the sufficient statistics.
sufficient_statistics_from_observations(x)Compute the expected sufficient statistics from a single observation.
sufficient_statistics_from_parameters(mean, ...)Compute the expected sufficient statistics from distribution parameter.