Some common probability distributions and their properties #

uniform (discrete and continuous) #

bernoulli #

binomial #

normal (gaussian) #

student-t #

multinoulli #

categorical #

dirichlet #

gumbel #

type-1 gumbel #

type-2 gumbel #

weibull #

chi-squared #

logistic #

laplace #

cauchy #

log-normal #

pareto #

gamma #

special case of the gamma: exponential distribution #

special case of the gamma: beta distribution #

poisson #

multivariate normal distribution #

multivariate student t #