Generics

random()

Draw a random sample from a probability distribution

pdf() log_pdf() pmf()

Evaluate the probability density of a probability distribution

cdf()

Evaluate the probability density of a probability distribution

quantile()

Find the quantile of a probability distribution

Distributions

Bernoulli()

Create a Bernoulli distribution

Beta()

Create a Beta distribution

Binomial()

Create a Binomial distribution

Categorical()

Create a Categorical distribution

Cauchy()

Create a Cauchy distribution

ChiSquare()

Create a Chi-Square distribution

Exponential()

Create a Exponential distribution

FisherF()

Create an F distribution

Gamma()

Create a Gamma distribution

Geometric()

Create a Geometric distribution

HyperGeometric()

Create a HyperGeometric distribution

Logistic()

Create a Logistic distribution

LogNormal()

Create a LogNormal distribution

Multinomial()

Create a Multinomial distribution

NegativeBinomial()

Create a Negative Binomial distribution

Normal()

Create a Normal distribution

Poisson()

Create a Poisson distribution

StudentsT()

Create a Student's T distribution

Tukey()

Create a Tukey distribution

Uniform()

Create a Continuous Uniform distribution

Weibull()

Create a Weibull distribution

Experimental Generics

fit_mle()

Fit a distribution to data

suff_stat()

Compute the sufficient statistics of a distribution from data