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Probability distributions - torch.distributions

torch.distributions

torch.distributions

Distribution

torch.distributions.distribution

Distribution

ExponentialFamily

torch.distributions.exp_family

ExponentialFamily

Bernoulli

torch.distributions.bernoulli

Bernoulli

Beta

torch.distributions.beta

Beta

Binomial

torch.distributions.binomial

Binomial

Categorical

torch.distributions.categorical

Categorical

Cauchy

torch.distributions.cauchy

Cauchy

Chi2

torch.distributions.chi2

Chi2

ContinuousBernoulli

torch.distributions.continuous_bernoulli

ContinuousBernoulli

Dirichlet

torch.distributions.dirichlet

Dirichlet

Exponential

torch.distributions.exponential

Exponential

FisherSnedecor

torch.distributions.fishersnedecor

FisherSnedecor

Gamma

torch.distributions.gamma

Gamma

Geometric

torch.distributions.geometric

Geometric

Gumbel

torch.distributions.gumbel

Gumbel

HalfCauchy

torch.distributions.half_cauchy

HalfCauchy

HalfNormal

torch.distributions.half_normal

HalfNormal

Independent

torch.distributions.independent

Independent

Kumaraswamy

torch.distributions.kumaraswamy

Kumaraswamy

LKJCholesky

torch.distributions.lkj_cholesky

LKJCholesky

Laplace

torch.distributions.laplace

Laplace

LogNormal

torch.distributions.log_normal

LogNormal

LowRankMultivariateNormal

torch.distributions.lowrank_multivariate_normal

LowRankMultivariateNormal

MixtureSameFamily

torch.distributions.mixture_same_family

MixtureSameFamily

Multinomial

torch.distributions.multinomial

Multinomial

MultivariateNormal

torch.distributions.multivariate_normal

MultivariateNormal

NegativeBinomial

torch.distributions.negative_binomial

NegativeBinomial

Normal

torch.distributions.normal

Normal

OneHotCategorical

torch.distributions.one_hot_categorical

OneHotCategorical

Pareto

torch.distributions.pareto

Pareto

Poisson

torch.distributions.poisson

Poisson

RelaxedBernoulli

torch.distributions.relaxed_bernoulli

RelaxedBernoulli

LogitRelaxedBernoulli

torch.distributions.relaxed_bernoulli

LogitRelaxedBernoulli

RelaxedOneHotCategorical

torch.distributions.relaxed_categorical

RelaxedOneHotCategorical

StudentT

torch.distributions.studentT

StudentT

TransformedDistribution

torch.distributions.transformed_distribution

TransformedDistribution

Uniform

torch.distributions.uniform

Uniform

VonMises

torch.distributions.von_mises

VonMises

Weibull

torch.distributions.weibull

Weibull

KL Divergence

torch.distributions.kl

torch.distributions.kl

kl_divergence

register_kl

Transforms

torch.distributions.transforms

Constraints

torch.distributions.constraints

Constraint Registry

torch.distributions.constraint_registry