hopsy.Gaussian.log_density

Gaussian.log_density(self, x)

Computes the probability density function of a multivariate Gaussian model in \(m-k\) dimensions at x. Note that x still has to have dimension \(n\).

Parameters:

x (numpy.ndarray[n, 1]) – Input vector

Returns:

The (unnormalized) density

Return type:

float