Distributions ============= Base Distribution ----------------- Distribution ^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.distribution.Distribution :members: :undoc-members: :show-inheritance: :member-order: bysource ExpandedDistribution ^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.distribution.ExpandedDistribution :members: :undoc-members: :show-inheritance: :member-order: bysource FoldedDistribution ^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.distribution.FoldedDistribution :members: :undoc-members: :show-inheritance: :member-order: bysource ImproperUniform ^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.distribution.ImproperUniform :members: :undoc-members: :show-inheritance: :member-order: bysource Independent ^^^^^^^^^^^ .. autoclass:: numpyro.distributions.distribution.Independent :members: :undoc-members: :show-inheritance: :member-order: bysource MaskedDistribution ^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.distribution.MaskedDistribution :members: :undoc-members: :show-inheritance: :member-order: bysource TransformedDistribution ^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.distribution.TransformedDistribution :members: :undoc-members: :show-inheritance: :member-order: bysource Delta ^^^^^ .. autoclass:: numpyro.distributions.distribution.Delta :members: :undoc-members: :show-inheritance: :member-order: bysource Unit ^^^^ .. autoclass:: numpyro.distributions.distribution.Unit :members: :undoc-members: :show-inheritance: :member-order: bysource Continuous Distributions ------------------------ AsymmetricLaplace ^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.AsymmetricLaplace :members: :undoc-members: :show-inheritance: :member-order: bysource AsymmetricLaplaceQuantile ^^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.AsymmetricLaplaceQuantile :members: :undoc-members: :show-inheritance: :member-order: bysource Beta ^^^^ .. autoclass:: numpyro.distributions.continuous.Beta :members: :undoc-members: :show-inheritance: :member-order: bysource BetaProportion ^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.BetaProportion :members: :undoc-members: :show-inheritance: :member-order: bysource CAR ^^^ .. autoclass:: numpyro.distributions.continuous.CAR :members: :undoc-members: :show-inheritance: :member-order: bysource Cauchy ^^^^^^ .. autoclass:: numpyro.distributions.continuous.Cauchy :members: :undoc-members: :show-inheritance: :member-order: bysource Chi2 ^^^^ .. autoclass:: numpyro.distributions.continuous.Chi2 :members: :undoc-members: :show-inheritance: :member-order: bysource CirculantNormal ^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.CirculantNormal :members: :undoc-members: :show-inheritance: :member-order: bysource Dagum ^^^^^ .. autoclass:: numpyro.distributions.continuous.Dagum :members: :undoc-members: :show-inheritance: :member-order: bysource Dirichlet ^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.Dirichlet :members: :undoc-members: :show-inheritance: :member-order: bysource EulerMaruyama ^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.EulerMaruyama :members: :undoc-members: :show-inheritance: :member-order: bysource Exponential ^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.Exponential :members: :undoc-members: :show-inheritance: :member-order: bysource Gamma ^^^^^ .. autoclass:: numpyro.distributions.continuous.Gamma :members: :undoc-members: :show-inheritance: :member-order: bysource GaussianCopula ^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.copula.GaussianCopula :members: :undoc-members: :show-inheritance: :member-order: bysource GaussianCopulaBeta ^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.copula.GaussianCopulaBeta :members: :undoc-members: :show-inheritance: :member-order: bysource GaussianRandomWalk ^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.GaussianRandomWalk :members: :undoc-members: :show-inheritance: :member-order: bysource GaussianStateSpace ^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.GaussianStateSpace :members: :undoc-members: :show-inheritance: :member-order: bysource Gompertz ^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.Gompertz :members: :undoc-members: :show-inheritance: :member-order: bysource Gumbel ^^^^^^ .. autoclass:: numpyro.distributions.continuous.Gumbel :members: :undoc-members: :show-inheritance: :member-order: bysource HalfCauchy ^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.HalfCauchy :members: :undoc-members: :show-inheritance: :member-order: bysource HalfNormal ^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.HalfNormal :members: :undoc-members: :show-inheritance: :member-order: bysource HurdleGamma ^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.HurdleGamma :members: :undoc-members: :show-inheritance: :member-order: bysource HurdleLogNormal ^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.HurdleLogNormal :members: :undoc-members: :show-inheritance: :member-order: bysource InverseGamma ^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.InverseGamma :members: :undoc-members: :show-inheritance: :member-order: bysource InverseWishart ^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.InverseWishart :members: :undoc-members: :show-inheritance: :member-order: bysource InverseWishartCholesky ^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.InverseWishartCholesky :members: :undoc-members: :show-inheritance: :member-order: bysource Kumaraswamy ^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.Kumaraswamy :members: :undoc-members: :show-inheritance: :member-order: bysource Laplace ^^^^^^^ .. autoclass:: numpyro.distributions.continuous.Laplace :members: :undoc-members: :show-inheritance: :member-order: bysource Levy ^^^^ .. autoclass:: numpyro.distributions.continuous.Levy :members: :undoc-members: :show-inheritance: :member-order: bysource LKJ ^^^ .. autoclass:: numpyro.distributions.continuous.LKJ :members: :undoc-members: :show-inheritance: :member-order: bysource LKJCholesky ^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.LKJCholesky :members: :undoc-members: :show-inheritance: :member-order: bysource LogNormal ^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.LogNormal :members: :undoc-members: :show-inheritance: :member-order: bysource LogUniform ^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.LogUniform :members: :undoc-members: :show-inheritance: :member-order: bysource Logistic ^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.Logistic :members: :undoc-members: :show-inheritance: :member-order: bysource LowRankMultivariateNormal ^^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.LowRankMultivariateNormal :members: :undoc-members: :show-inheritance: :member-order: bysource MatrixNormal ^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.MatrixNormal :members: :undoc-members: :show-inheritance: :member-order: bysource MultivariateNormal ^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.MultivariateNormal :members: :undoc-members: :show-inheritance: :member-order: bysource MultivariateStudentT ^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.MultivariateStudentT :members: :undoc-members: :show-inheritance: :member-order: bysource Normal ^^^^^^ .. autoclass:: numpyro.distributions.continuous.Normal :members: :undoc-members: :show-inheritance: :member-order: bysource Pareto ^^^^^^ .. autoclass:: numpyro.distributions.continuous.Pareto :members: :undoc-members: :show-inheritance: :member-order: bysource RelaxedBernoulli ^^^^^^^^^^^^^^^^ .. autofunction:: numpyro.distributions.continuous.RelaxedBernoulli RelaxedBernoulliLogits ^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.RelaxedBernoulliLogits :members: :undoc-members: :show-inheritance: :member-order: bysource SoftLaplace ^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.SoftLaplace :members: :undoc-members: :show-inheritance: :member-order: bysource StudentT ^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.StudentT :members: :undoc-members: :show-inheritance: :member-order: bysource Uniform ^^^^^^^ .. autoclass:: numpyro.distributions.continuous.Uniform :members: :undoc-members: :show-inheritance: :member-order: bysource Weibull ^^^^^^^ .. autoclass:: numpyro.distributions.continuous.Weibull :members: :undoc-members: :show-inheritance: :member-order: bysource Wishart ^^^^^^^ .. autoclass:: numpyro.distributions.continuous.Wishart :members: :undoc-members: :show-inheritance: :member-order: bysource WishartCholesky ^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.WishartCholesky :members: :undoc-members: :show-inheritance: :member-order: bysource ZeroSumNormal ^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.continuous.ZeroSumNormal :members: :undoc-members: :show-inheritance: :member-order: bysource Discrete Distributions ---------------------- Bernoulli ^^^^^^^^^ .. autofunction:: numpyro.distributions.discrete.Bernoulli BernoulliLogits ^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.BernoulliLogits :members: :undoc-members: :show-inheritance: :member-order: bysource BernoulliProbs ^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.BernoulliProbs :members: :undoc-members: :show-inheritance: :member-order: bysource BetaBinomial ^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.conjugate.BetaBinomial :members: :undoc-members: :show-inheritance: :member-order: bysource BetaNegativeBinomial ^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.conjugate.BetaNegativeBinomial :members: :undoc-members: :show-inheritance: :member-order: bysource Binomial ^^^^^^^^^ .. autofunction:: numpyro.distributions.discrete.Binomial BinomialLogits ^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.BinomialLogits :members: :undoc-members: :show-inheritance: :member-order: bysource BinomialProbs ^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.BinomialProbs :members: :undoc-members: :show-inheritance: :member-order: bysource Categorical ^^^^^^^^^^^ .. autofunction:: numpyro.distributions.discrete.Categorical CategoricalLogits ^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.CategoricalLogits :members: :undoc-members: :show-inheritance: :member-order: bysource CategoricalProbs ^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.CategoricalProbs :members: :undoc-members: :show-inheritance: :member-order: bysource DirichletMultinomial ^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.conjugate.DirichletMultinomial :members: :undoc-members: :show-inheritance: :member-order: bysource DiscreteUniform ^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.DiscreteUniform :members: :undoc-members: :show-inheritance: :member-order: bysource GammaPoisson ^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.conjugate.GammaPoisson :members: :undoc-members: :show-inheritance: :member-order: bysource Geometric ^^^^^^^^^ .. autofunction:: numpyro.distributions.discrete.Geometric GeometricLogits ^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.GeometricLogits :members: :undoc-members: :show-inheritance: :member-order: bysource GeometricProbs ^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.GeometricProbs :members: :undoc-members: :show-inheritance: :member-order: bysource HurdleDistribution ^^^^^^^^^^^^^^^^^^ .. autofunction:: numpyro.distributions.discrete.HurdleDistribution HurdleLogits ^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.HurdleLogits :members: :undoc-members: :show-inheritance: :member-order: bysource HurdleNegativeBinomial2 ^^^^^^^^^^^^^^^^^^^^^^^ .. autofunction:: numpyro.distributions.conjugate.HurdleNegativeBinomial2 HurdlePoisson ^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.HurdlePoisson :members: :undoc-members: :show-inheritance: :member-order: bysource HurdleProbs ^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.HurdleProbs :members: :undoc-members: :show-inheritance: :member-order: bysource Multinomial ^^^^^^^^^^^ .. autofunction:: numpyro.distributions.discrete.Multinomial MultinomialLogits ^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.MultinomialLogits :members: :undoc-members: :show-inheritance: :member-order: bysource MultinomialProbs ^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.MultinomialProbs :members: :undoc-members: :show-inheritance: :member-order: bysource OrderedLogistic ^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.OrderedLogistic :members: :undoc-members: :show-inheritance: :member-order: bysource NegativeBinomial ^^^^^^^^^^^^^^^^ .. autofunction:: numpyro.distributions.conjugate.NegativeBinomial NegativeBinomialLogits ^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.conjugate.NegativeBinomialLogits :members: :undoc-members: :show-inheritance: :member-order: bysource NegativeBinomialProbs ^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.conjugate.NegativeBinomialProbs :members: :undoc-members: :show-inheritance: :member-order: bysource NegativeBinomial2 ^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.conjugate.NegativeBinomial2 :members: :undoc-members: :show-inheritance: :member-order: bysource Poisson ^^^^^^^ .. autoclass:: numpyro.distributions.discrete.Poisson :members: :undoc-members: :show-inheritance: :member-order: bysource ZeroInflatedDistribution ^^^^^^^^^^^^^^^^^^^^^^^^ .. autofunction:: numpyro.distributions.discrete.ZeroInflatedDistribution ZeroInflatedPoisson ^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.discrete.ZeroInflatedPoisson :members: :undoc-members: :show-inheritance: :member-order: bysource ZeroInflatedNegativeBinomial2 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. autofunction:: numpyro.distributions.conjugate.ZeroInflatedNegativeBinomial2 Mixture Distributions --------------------- Mixture ^^^^^^^ .. autofunction:: numpyro.distributions.mixtures.Mixture MixtureSameFamily ^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.mixtures.MixtureSameFamily :members: :undoc-members: :show-inheritance: :member-order: bysource MixtureGeneral ^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.mixtures.MixtureGeneral :members: :undoc-members: :show-inheritance: :member-order: bysource Directional Distributions ------------------------- ProjectedNormal ^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.directional.ProjectedNormal :members: :undoc-members: :show-inheritance: :member-order: bysource SineBivariateVonMises ^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.directional.SineBivariateVonMises :members: :undoc-members: :show-inheritance: :member-order: bysource SineSkewed ^^^^^^^^^^ .. autoclass:: numpyro.distributions.directional.SineSkewed :members: :undoc-members: :show-inheritance: :member-order: bysource VonMises ^^^^^^^^ .. autoclass:: numpyro.distributions.directional.VonMises :members: :undoc-members: :show-inheritance: :member-order: bysource Truncated Distributions ----------------------- DoublyTruncatedPowerLaw ^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.truncated.DoublyTruncatedPowerLaw :members: :undoc-members: :show-inheritance: :member-order: bysource LeftTruncatedDistribution ^^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.truncated.LeftTruncatedDistribution :members: :undoc-members: :show-inheritance: :member-order: bysource LowerTruncatedPowerLaw ^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.truncated.LowerTruncatedPowerLaw :members: :undoc-members: :show-inheritance: :member-order: bysource RightTruncatedDistribution ^^^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.truncated.RightTruncatedDistribution :members: :undoc-members: :show-inheritance: :member-order: bysource TruncatedCauchy ^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.truncated.TruncatedCauchy :members: :undoc-members: :show-inheritance: :member-order: bysource TruncatedDistribution ^^^^^^^^^^^^^^^^^^^^^ .. autofunction:: numpyro.distributions.truncated.TruncatedDistribution TruncatedNormal ^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.truncated.TruncatedNormal :members: :undoc-members: :show-inheritance: :member-order: bysource TruncatedPolyaGamma ^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.truncated.TruncatedPolyaGamma :members: :undoc-members: :show-inheritance: :member-order: bysource TwoSidedTruncatedDistribution ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.truncated.TwoSidedTruncatedDistribution :members: :undoc-members: :show-inheritance: :member-order: bysource Censored Distributions ----------------------- LeftCensoredDistribution ^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.censored.LeftCensoredDistribution :members: :undoc-members: :show-inheritance: :member-order: bysource RightCensoredDistribution ^^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.censored.RightCensoredDistribution :members: :undoc-members: :show-inheritance: :member-order: bysource IntervalCensoredDistribution ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.censored.IntervalCensoredDistribution :members: :undoc-members: :show-inheritance: :member-order: bysource TensorFlow Distributions ------------------------ Thin wrappers around TensorFlow Probability (TFP) distributions. For details on the TFP distribution interface, see `its Distribution docs `_. .. automodule:: numpyro.contrib.tfp.distributions Constraints ----------- Constraint ^^^^^^^^^^ .. autoclass:: numpyro.distributions.constraints.Constraint :members: :undoc-members: :show-inheritance: :member-order: bysource boolean ^^^^^^^ .. autodata:: numpyro.distributions.constraints.boolean circular ^^^^^^^^ .. autodata:: numpyro.distributions.constraints.circular corr_cholesky ^^^^^^^^^^^^^ .. autodata:: numpyro.distributions.constraints.corr_cholesky corr_matrix ^^^^^^^^^^^ .. autodata:: numpyro.distributions.constraints.corr_matrix dependent ^^^^^^^^^ .. autodata:: numpyro.distributions.constraints.dependent greater_than ^^^^^^^^^^^^ .. autofunction:: numpyro.distributions.constraints.greater_than integer_interval ^^^^^^^^^^^^^^^^ .. autofunction:: numpyro.distributions.constraints.integer_interval integer_greater_than ^^^^^^^^^^^^^^^^^^^^ .. autofunction:: numpyro.distributions.constraints.integer_greater_than interval ^^^^^^^^ .. autofunction:: numpyro.distributions.constraints.interval l1_ball ^^^^^^^ .. autofunction:: numpyro.distributions.constraints.l1_ball less_than ^^^^^^^^^ .. autofunction:: numpyro.distributions.constraints.less_than lower_cholesky ^^^^^^^^^^^^^^ .. autodata:: numpyro.distributions.constraints.lower_cholesky multinomial ^^^^^^^^^^^ .. autofunction:: numpyro.distributions.constraints.multinomial nonnegative_integer ^^^^^^^^^^^^^^^^^^^ .. autodata:: numpyro.distributions.constraints.nonnegative_integer ordered_vector ^^^^^^^^^^^^^^ .. autodata:: numpyro.distributions.constraints.ordered_vector positive ^^^^^^^^ .. autodata:: numpyro.distributions.constraints.positive positive_definite ^^^^^^^^^^^^^^^^^ .. autodata:: numpyro.distributions.constraints.positive_definite positive_integer ^^^^^^^^^^^^^^^^^ .. autodata:: numpyro.distributions.constraints.positive_integer positive_ordered_vector ^^^^^^^^^^^^^^^^^^^^^^^ .. autodata:: numpyro.distributions.constraints.positive_ordered_vector real ^^^^ .. autodata:: numpyro.distributions.constraints.real real_vector ^^^^^^^^^^^ .. autodata:: numpyro.distributions.constraints.real_vector scaled_unit_lower_cholesky ^^^^^^^^^^^^^^^^^^^^^^^^^^ .. autodata:: numpyro.distributions.constraints.scaled_unit_lower_cholesky softplus_positive ^^^^^^^^^^^^^^^^^ .. autodata:: numpyro.distributions.constraints.softplus_positive softplus_lower_cholesky ^^^^^^^^^^^^^^^^^^^^^^^ .. autodata:: numpyro.distributions.constraints.softplus_lower_cholesky simplex ^^^^^^^ .. autodata:: numpyro.distributions.constraints.simplex sphere ^^^^^^ .. autodata:: numpyro.distributions.constraints.sphere unit_interval ^^^^^^^^^^^^^ .. autodata:: numpyro.distributions.constraints.unit_interval zero_sum ^^^^^^^^ .. autodata:: numpyro.distributions.constraints.zero_sum Transforms ---------- biject_to ^^^^^^^^^ .. autofunction:: numpyro.distributions.transforms.biject_to Transform ^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.Transform :members: :undoc-members: :show-inheritance: :member-order: bysource AbsTransform ^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.AbsTransform :members: :undoc-members: :show-inheritance: :member-order: bysource AffineTransform ^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.AffineTransform :members: :undoc-members: :show-inheritance: :member-order: bysource CholeskyTransform ^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.CholeskyTransform :members: :undoc-members: :show-inheritance: :member-order: bysource ComplexTransform ^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.ComplexTransform :members: :undoc-members: :show-inheritance: :member-order: bysource ComposeTransform ^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.ComposeTransform :members: :undoc-members: :show-inheritance: :member-order: bysource CorrCholeskyTransform ^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.CorrCholeskyTransform :members: :undoc-members: :show-inheritance: :member-order: bysource CorrMatrixCholeskyTransform ^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.CorrMatrixCholeskyTransform :members: :undoc-members: :show-inheritance: :member-order: bysource ExpTransform ^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.ExpTransform :members: :undoc-members: :show-inheritance: :member-order: bysource IdentityTransform ^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.IdentityTransform :members: :undoc-members: :show-inheritance: :member-order: bysource L1BallTransform ^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.L1BallTransform :members: :undoc-members: :show-inheritance: :member-order: bysource LowerCholeskyAffine ^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.LowerCholeskyAffine :members: :undoc-members: :show-inheritance: :member-order: bysource LowerCholeskyTransform ^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.LowerCholeskyTransform :members: :undoc-members: :show-inheritance: :member-order: bysource OrderedTransform ^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.OrderedTransform :members: :undoc-members: :show-inheritance: :member-order: bysource PackRealFastFourierCoefficientsTransform ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.PackRealFastFourierCoefficientsTransform :members: :undoc-members: :show-inheritance: :member-order: bysource PermuteTransform ^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.PermuteTransform :members: :undoc-members: :show-inheritance: :member-order: bysource PowerTransform ^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.PowerTransform :members: :undoc-members: :show-inheritance: :member-order: bysource RealFastFourierTransform ^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.RealFastFourierTransform :members: :undoc-members: :show-inheritance: :member-order: bysource RecursiveLinearTransform ^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.RecursiveLinearTransform :members: :undoc-members: :show-inheritance: :member-order: bysource ScaledUnitLowerCholeskyTransform ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.ScaledUnitLowerCholeskyTransform :members: :undoc-members: :show-inheritance: :member-order: bysource SigmoidTransform ^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.SigmoidTransform :members: :undoc-members: :show-inheritance: :member-order: bysource SimplexToOrderedTransform ^^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.SimplexToOrderedTransform :members: :undoc-members: :show-inheritance: :member-order: bysource SoftplusLowerCholeskyTransform ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.SoftplusLowerCholeskyTransform :members: :undoc-members: :show-inheritance: :member-order: bysource SoftplusTransform ^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.SoftplusTransform :members: :undoc-members: :show-inheritance: :member-order: bysource StickBreakingTransform ^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.StickBreakingTransform :members: :undoc-members: :show-inheritance: :member-order: bysource ZeroSumTransform ^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.transforms.ZeroSumTransform :members: :undoc-members: :show-inheritance: :member-order: bysource Flows ----- InverseAutoregressiveTransform ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.flows.InverseAutoregressiveTransform :members: :undoc-members: :show-inheritance: :member-order: bysource BlockNeuralAutoregressiveTransform ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. autoclass:: numpyro.distributions.flows.BlockNeuralAutoregressiveTransform :members: :undoc-members: :show-inheritance: :member-order: bysource Utilities --------- log1mexp ^^^^^^^^ .. autofunction:: numpyro.distributions.util.log1mexp logdiffexp ^^^^^^^^^^ .. autofunction:: numpyro.distributions.util.logdiffexp