MomentsΒΆ

node.Moments Base class for defining the expectation of the sufficient statistics.
gaussian.GaussianMoments(shape) Class for the moments of Gaussian variables.
gaussian_markov_chain.GaussianMarkovChainMoments(N, D)
gaussian.GaussianGammaMoments(shape) Class for the moments of Gaussian-gamma-ISO variables.
gaussian.GaussianWishartMoments(shape) Class for the moments of Gaussian-Wishart variables.
gamma.GammaMoments Class for the moments of gamma variables.
wishart.WishartMoments(shape)
beta.BetaMoments() Class for the moments of beta variables.
dirichlet.DirichletMoments(categories) Class for the moments of Dirichlet variables.
bernoulli.BernoulliMoments() Class for the moments of Bernoulli variables.
binomial.BinomialMoments(N) Class for the moments of binomial variables
categorical.CategoricalMoments(categories) Class for the moments of categorical variables.
categorical_markov_chain.CategoricalMarkovChainMoments(...) Class for the moments of categorical Markov chain variables.
multinomial.MultinomialMoments(categories) Class for the moments of multinomial variables.
poisson.PoissonMoments Class for the moments of Poisson variables