Random variables#
Most random variables are implemented in Aesara, and AePPL only derives their log-densities. In the following we provide examples of the random variables supported by AePPL (i.e. have log-probabilities that can be obtained using aeppl.logprob.logprob):
aesara.tensor.random.basic.UniformRVaesara.tensor.random.basic.NormalRVaesara.tensor.random.basic.HalfNormalRVaesara.tensor.random.basic.BetaRVaesara.tensor.random.basic.ExponentialRVaesara.tensor.random.basic.LaplaceRVaesara.tensor.random.basic.LogNormalRVaesara.tensor.random.basic.ParetoRVaesara.tensor.random.basic.CauchyRVaesara.tensor.random.basic.HalfCauchyRVaesara.tensor.random.basic.GammaRVaesara.tensor.random.basic.InvGammaRVaesara.tensor.random.basic.ChiSquareRVaesara.tensor.random.basic.WaldRVaesara.tensor.random.basic.WeibullRVaesara.tensor.random.basic.VonMisesRVaesara.tensor.random.basic.TriangularRVaesara.tensor.random.basic.GumbelRVaesara.tensor.random.basic.LogisticRVaesara.tensor.random.basic.BinomialRVaesara.tensor.random.basic.BetaBinomialRVaesara.tensor.random.basic.BernoulliRVaesara.tensor.random.basic.PoissonRVaesara.tensor.random.basic.NegBinomialRVaesara.tensor.random.basic.GeometricRVaesara.tensor.random.basic.HyperGeometricRVaesara.tensor.random.basic.StudentTRVaesara.tensor.random.basic.CategoricalRVaesara.tensor.random.basic.MvNormalRVaesara.tensor.random.basic.DirichletRVaesara.tensor.random.basic.MultinomialRV