NumPyro documentation¶
- Base Distribution
- Continuous Distributions
- Discrete Distributions
- Bernoulli
- BernoulliLogits
- BernoulliProbs
- BetaBinomial
- Binomial
- BinomialLogits
- BinomialProbs
- Categorical
- CategoricalLogits
- CategoricalProbs
- Delta
- DirichletMultinomial
- GammaPoisson
- Geometric
- GeometricLogits
- GeometricProbs
- Multinomial
- MultinomialLogits
- MultinomialProbs
- OrderedLogistic
- Poisson
- PRNGIdentity
- ZeroInflatedPoisson
- Directional Distributions
- TensorFlow Distributions
- BijectorConstraint
- BijectorTransform
- TFPDistributionMixin
- Autoregressive
- BatchReshape
- Bates
- Bernoulli
- Beta
- BetaBinomial
- Binomial
- Blockwise
- Categorical
- Cauchy
- Chi
- Chi2
- CholeskyLKJ
- ContinuousBernoulli
- Deterministic
- Dirichlet
- DirichletMultinomial
- DoublesidedMaxwell
- Empirical
- ExpGamma
- ExpInverseGamma
- ExpRelaxedOneHotCategorical
- Exponential
- FiniteDiscrete
- Gamma
- GammaGamma
- GaussianProcess
- GaussianProcessRegressionModel
- GeneralizedNormal
- GeneralizedPareto
- Geometric
- Gumbel
- HalfCauchy
- HalfNormal
- HalfStudentT
- HiddenMarkovModel
- Horseshoe
- Independent
- InverseGamma
- InverseGaussian
- JohnsonSU
- JointDistribution
- JointDistributionCoroutine
- JointDistributionCoroutineAutoBatched
- JointDistributionNamed
- JointDistributionNamedAutoBatched
- JointDistributionSequential
- JointDistributionSequentialAutoBatched
- Kumaraswamy
- LKJ
- Laplace
- LinearGaussianStateSpaceModel
- LogLogistic
- LogNormal
- Logistic
- LogitNormal
- MixtureSameFamily
- Moyal
- Multinomial
- MultivariateNormalDiag
- MultivariateNormalDiagPlusLowRank
- MultivariateNormalFullCovariance
- MultivariateNormalLinearOperator
- MultivariateNormalTriL
- MultivariateStudentTLinearOperator
- NegativeBinomial
- Normal
- OneHotCategorical
- OrderedLogistic
- PERT
- Pareto
- PlackettLuce
- Poisson
- PoissonLogNormalQuadratureCompound
- PowerSpherical
- ProbitBernoulli
- QuantizedDistribution
- RelaxedBernoulli
- RelaxedOneHotCategorical
- Sample
- SinhArcsinh
- SphericalUniform
- StudentT
- StudentTProcess
- TransformedDistribution
- Triangular
- TruncatedCauchy
- TruncatedNormal
- Uniform
- VariationalGaussianProcess
- VectorDeterministic
- VectorExponentialDiag
- VonMises
- VonMisesFisher
- Weibull
- WishartLinearOperator
- WishartTriL
- Constraints
- Transforms
- Flows