Index

A

arg_constraints (irt.distributions.Beta attribute) (irt.distributions.Dirichlet attribute) (irt.distributions.Gamma attribute) (irt.distributions.ImplicitReparam property) (irt.distributions.Normal attribute) (irt.distributions.StudentT attribute) (irt.distributions.VonMises attribute)

B

Beta (class in irt.distributions)

C

cdf() (irt.distributions.Gamma method) (irt.distributions.ImplicitReparam method) (irt.distributions.Normal method)

cdf_func() (in module irt.distributions) cosxm1() (in module irt.distributions)

D

Dirichlet (class in irt.distributions)

E

entropy() (irt.distributions.Beta method) (irt.distributions.Dirichlet method) (irt.distributions.Gamma method) (irt.distributions.ImplicitReparam method) (irt.distributions.Normal method) (irt.distributions.StudentT method)

expand() (irt.distributions.Beta method) (irt.distributions.Dirichlet method) (irt.distributions.Gamma method) (irt.distributions.ImplicitReparam method) (irt.distributions.Normal method) (irt.distributions.StudentT method)

G

Gamma (class in irt.distributions)

H

has_rsample (irt.distributions.Beta attribute) (irt.distributions.Dirichlet attribute) (irt.distributions.Gamma attribute) (irt.distributions.ImplicitReparam attribute) (irt.distributions.MixtureSameFamily attribute) (irt.distributions.Normal attribute) (irt.distributions.StudentT attribute) (irt.distributions.VonMises attribute)

I

icdf() (irt.distributions.Normal method) ImplicitReparam (class in irt.distributions)

irt.distributions module

L

log_prob() (irt.distributions.Beta method) (irt.distributions.Dirichlet method) (irt.distributions.Gamma method) (irt.distributions.ImplicitReparam method) (irt.distributions.Normal method) (irt.distributions.StudentT method) (irt.distributions.VonMises method)

M

mean (irt.distributions.Beta property) (irt.distributions.Dirichlet property) (irt.distributions.Gamma property) (irt.distributions.ImplicitReparam property) (irt.distributions.Normal property) (irt.distributions.StudentT property) (irt.distributions.VonMises property)

MixtureSameFamily (class in irt.distributions) mode (irt.distributions.Beta property) (irt.distributions.Dirichlet property) (irt.distributions.Gamma property) (irt.distributions.Normal property) (irt.distributions.StudentT property) module irt.distributions

N

Normal (class in irt.distributions)

R

rsample() (irt.distributions.Beta method) (irt.distributions.Dirichlet method) (irt.distributions.Gamma method) (irt.distributions.ImplicitReparam method) (irt.distributions.MixtureSameFamily method) (irt.distributions.Normal method) (irt.distributions.StudentT method) (irt.distributions.VonMises method)

S

sample() (irt.distributions.ImplicitReparam method) (irt.distributions.Normal method) (irt.distributions.VonMises method)

stddev (irt.distributions.Normal property) StudentT (class in irt.distributions) support (irt.distributions.ImplicitReparam property)

V

variance (irt.distributions.Beta property) (irt.distributions.Dirichlet property) (irt.distributions.Gamma property) (irt.distributions.ImplicitReparam property) (irt.distributions.Normal property) (irt.distributions.StudentT property) (irt.distributions.VonMises property)

von_mises_cdf_normal() (in module irt.distributions) von_mises_cdf_series() (in module irt.distributions) VonMises (class in irt.distributions)