This issue tracks documentation updates that include mathematical explanations alongside implementation details for the distributions and methods listed below.
AsymmetricLaplaceAsymmetricLaplaceQuantileBernoulli (doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192 BernoulliLogits (doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192 BernoulliProbs (doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192 Beta (doc: detailed documentation of Beta and BetaProportion distribution #2185 BetaBinomialBetaNegativeBinomial (doc(gh-2107): Improved documentation for Negative Binomial distributions #2109 BetaProportion (doc: detailed documentation of Beta and BetaProportion distribution #2185 Binomial (doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192 BinomialLogits (doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192 BinomialProbs (doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192 CARCategoricalCategoricalLogits (doc(gh-2187): enhance documentation for Chi2, DiscreteUniform, and Categorical distributions #2199 CategoricalProbs (doc(gh-2187): enhance documentation for Chi2, DiscreteUniform, and Categorical distributions #2199 Cauchy (doc(gh-2187): add math explanations for Normal, Cauchy, and Exponential distributions #2188 Chi2 (doc(gh-2187): enhance documentation for Chi2, DiscreteUniform, and Categorical distributions #2199 CirculantNormalDagumDeltaDirichletDirichletMultinomialDiscreteUniform (doc(gh-2187): enhance documentation for Chi2, DiscreteUniform, and Categorical distributions #2199 DistributionDoublyTruncatedPowerLawEulerMaruyamaExpandedDistributionExponential (doc(gh-2187): add math explanations for Normal, Cauchy, and Exponential distributions #2188 FoldedDistributionGamma (doc(gh-2107): Improved documentation for Negative Binomial distributions #2109 GammaPoisson (doc(gh-2107): Improved documentation for Negative Binomial distributions #2109 GaussianCopulaGaussianCopulaBetaGaussianRandomWalkGaussianStateSpaceGeometricGeometricLogitsGeometricProbsGompertzGumbel (doc(gh-2187): docstrings for Gumbel, Laplace, Logistic #2202 HalfCauchyHalfNormalImproperUniformIndependentIntervalCensoredDistributionInverseGammaInverseWishartInverseWishartCholeskyKumaraswamyLKJLKJCholeskyLaplace (doc(gh-2187): docstrings for Gumbel, Laplace, Logistic #2202 LeftCensoredDistributionLeftTruncatedDistributionLevyLogNormalLogUniformLogistic (doc(gh-2187): docstrings for Gumbel, Laplace, Logistic #2202 LowRankMultivariateNormalLowerTruncatedPowerLawMaskedDistributionMatrixNormalMixtureMixtureGeneralMixtureSameFamilyMultinomialMultinomialLogitsMultinomialProbsMultivariateNormalMultivariateStudentTNegativeBinomial2 (doc(gh-2107): Improved documentation for Negative Binomial distributions #2109 NegativeBinomialLogits (doc(gh-2107): Improved documentation for Negative Binomial distributions #2109 NegativeBinomialProbs (doc(gh-2107): Improved documentation for Negative Binomial distributions #2109 Normal (doc(gh-2187): add math explanations for Normal, Cauchy, and Exponential distributions #2188 OrderedLogisticParetoPoissonProjectedNormalRelaxedBernoulliRelaxedBernoulliLogitsRightCensoredDistributionRightTruncatedDistributionSineBivariateVonMisesSineSkewedSoftLaplaceStudentTTransformedDistributionTruncatedCauchyTruncatedDistributionTruncatedNormalTruncatedPolyaGammaTwoSidedTruncatedDistributionUniformUnitVonMisesWeibullWishartWishartCholeskyZeroInflatedDistributionZeroInflatedNegativeBinomial2ZeroInflatedPoissonZeroSumNormal
Some distributions may not require updates; such cases can be noted in the comments as already addressed or resolved.
This issue tracks documentation updates that include mathematical explanations alongside implementation details for the distributions and methods listed below.
AsymmetricLaplaceAsymmetricLaplaceQuantileBernoulli(doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192)BernoulliLogits(doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192)BernoulliProbs(doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192)Beta(doc: detailed documentation ofBetaandBetaProportiondistribution #2185)BetaBinomialBetaNegativeBinomial(doc(gh-2107): Improved documentation for Negative Binomial distributions #2109)BetaProportion(doc: detailed documentation ofBetaandBetaProportiondistribution #2185)Binomial(doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192)BinomialLogits(doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192)BinomialProbs(doc(gh-2187): enhance documentation for Bernoulli and Binomial distributions #2192)CARCategoricalCategoricalLogits(doc(gh-2187): enhance documentation for Chi2, DiscreteUniform, and Categorical distributions #2199)CategoricalProbs(doc(gh-2187): enhance documentation for Chi2, DiscreteUniform, and Categorical distributions #2199)Cauchy(doc(gh-2187): add math explanations for Normal, Cauchy, and Exponential distributions #2188)Chi2(doc(gh-2187): enhance documentation for Chi2, DiscreteUniform, and Categorical distributions #2199)CirculantNormalDagumDeltaDirichletDirichletMultinomialDiscreteUniform(doc(gh-2187): enhance documentation for Chi2, DiscreteUniform, and Categorical distributions #2199)DistributionDoublyTruncatedPowerLawEulerMaruyamaExpandedDistributionExponential(doc(gh-2187): add math explanations for Normal, Cauchy, and Exponential distributions #2188)FoldedDistributionGamma(doc(gh-2107): Improved documentation for Negative Binomial distributions #2109)GammaPoisson(doc(gh-2107): Improved documentation for Negative Binomial distributions #2109)GaussianCopulaGaussianCopulaBetaGaussianRandomWalkGaussianStateSpaceGeometricGeometricLogitsGeometricProbsGompertzGumbel(doc(gh-2187): docstrings for Gumbel, Laplace, Logistic #2202)HalfCauchyHalfNormalImproperUniformIndependentIntervalCensoredDistributionInverseGammaInverseWishartInverseWishartCholeskyKumaraswamyLKJLKJCholeskyLaplace(doc(gh-2187): docstrings for Gumbel, Laplace, Logistic #2202)LeftCensoredDistributionLeftTruncatedDistributionLevyLogNormalLogUniformLogistic(doc(gh-2187): docstrings for Gumbel, Laplace, Logistic #2202)LowRankMultivariateNormalLowerTruncatedPowerLawMaskedDistributionMatrixNormalMixtureMixtureGeneralMixtureSameFamilyMultinomialMultinomialLogitsMultinomialProbsMultivariateNormalMultivariateStudentTNegativeBinomial2(doc(gh-2107): Improved documentation for Negative Binomial distributions #2109)NegativeBinomialLogits(doc(gh-2107): Improved documentation for Negative Binomial distributions #2109)NegativeBinomialProbs(doc(gh-2107): Improved documentation for Negative Binomial distributions #2109)Normal(doc(gh-2187): add math explanations for Normal, Cauchy, and Exponential distributions #2188)OrderedLogisticParetoPoissonProjectedNormalRelaxedBernoulliRelaxedBernoulliLogitsRightCensoredDistributionRightTruncatedDistributionSineBivariateVonMisesSineSkewedSoftLaplaceStudentTTransformedDistributionTruncatedCauchyTruncatedDistributionTruncatedNormalTruncatedPolyaGammaTwoSidedTruncatedDistributionUniformUnitVonMisesWeibullWishartWishartCholeskyZeroInflatedDistributionZeroInflatedNegativeBinomial2ZeroInflatedPoissonZeroSumNormalSome distributions may not require updates; such cases can be noted in the comments as already addressed or resolved.