Distributions¶
Built-in distribution classes, grouped by family. Base classes and the protocols distributions implement live under Extending ProbPipe.
Sections¶
| Section | Classes |
|---|---|
| Continuous | Normal, Beta, Gamma, InverseGamma, Exponential, LogNormal, StudentT, Uniform, Cauchy, Laplace, HalfNormal, HalfCauchy, Pareto, TruncatedNormal |
| Discrete | Bernoulli, Binomial, Poisson, Categorical, NegativeBinomial |
| Multivariate | MultivariateNormal, Dirichlet, Multinomial, Wishart, VonMisesFisher |
| Composite and joint | ProductDistribution, SequentialJointDistribution, TransformedDistribution, JointGaussian |
| Empirical and bootstrap | EmpiricalDistribution, RecordEmpiricalDistribution, KDEDistribution, BootstrapDistribution, BootstrapReplicateDistribution, RecordBootstrapReplicateDistribution, JointEmpirical, NumericJointEmpirical |
| Random functions | RandomFunction, ArrayRandomFunction, GaussianRandomFunction, LinearBasisFunction, RandomMeasure, NumericRandomMeasure |