Index

A

anml.data.component module anml.data.example module anml.data.prototype module anml.data.validator module anml.getter.prior module anml.getter.spline module anml.model.example module anml.model.prototype module anml.parameter.main module

anml.parameter.smoothmapping module anml.prior.main module anml.prior.utils module anml.variable.main module anml.variable.spline module attach() (anml.data.component.Component method) (anml.data.prototype.DataPrototype method) (anml.model.prototype.ModelPrototype method) (anml.parameter.main.Parameter method) (anml.variable.main.Variable method) (anml.variable.spline.SplineVariable method)

C

clear() (anml.data.component.Component method) (anml.data.prototype.DataPrototype method)

component (anml.variable.main.Variable property) Component (class in anml.data.component) components (anml.data.prototype.DataPrototype property)

D

data (anml.model.prototype.ModelPrototype property) DataExample (class in anml.data.example) DataPrototype (class in anml.data.prototype) default_params (anml.prior.main.GaussianPrior attribute) (anml.prior.main.Prior attribute) (anml.prior.main.UniformPrior attribute)

domain (anml.getter.prior.SplinePriorGetter property) domain_type (anml.getter.prior.SplinePriorGetter property)

E

Exp (class in anml.parameter.smoothmapping)

Expit (class in anml.parameter.smoothmapping)

F

filter_priors() (in module anml.prior.utils)

fit() (anml.model.prototype.ModelPrototype method)

G

GaussianPrior (class in anml.prior.main) get_design_mat() (anml.variable.main.Variable method) (anml.variable.spline.SplineVariable method) get_direct_prior_params() (anml.variable.main.Variable method) get_linear_prior_params() (anml.variable.main.Variable method) get_params() (anml.parameter.main.Parameter method)

get_prior() (anml.getter.prior.SplinePriorGetter method) get_prior_type() (in module anml.prior.utils) get_spline() (anml.getter.spline.SplineGetter method) gradient() (anml.model.example.ModelExample method) (anml.model.prototype.ModelPrototype method) (anml.prior.main.GaussianPrior method) (anml.prior.main.Prior method)

H

hessian() (anml.model.example.ModelExample method) (anml.model.prototype.ModelPrototype method) (anml.prior.main.GaussianPrior method) (anml.prior.main.Prior method)

I

Identity (class in anml.parameter.smoothmapping) inverse (anml.parameter.smoothmapping.Exp property) (anml.parameter.smoothmapping.Expit property) (anml.parameter.smoothmapping.Identity property) (anml.parameter.smoothmapping.Log property) (anml.parameter.smoothmapping.Logit property) (anml.parameter.smoothmapping.SmoothMapping property)

J

jacobian2() (anml.model.example.ModelExample method) (anml.model.prototype.ModelPrototype method)

K

key (anml.data.component.Component property)

knots_type (anml.getter.spline.SplineGetter property)

L

Log (class in anml.parameter.smoothmapping)

Logit (class in anml.parameter.smoothmapping)

M

mat (anml.prior.main.Prior property) ModelExample (class in anml.model.example) ModelPrototype (class in anml.model.prototype) module anml.data.component anml.data.example anml.data.prototype anml.data.validator anml.getter.prior anml.getter.spline anml.model.example anml.model.prototype anml.parameter.main anml.parameter.smoothmapping anml.prior.main anml.prior.utils anml.variable.main anml.variable.spline

N

NoNans (class in anml.data.validator)

num_spline_bases (anml.getter.spline.SplineGetter property)

O

objective() (anml.model.example.ModelExample method) (anml.model.prototype.ModelPrototype method) (anml.prior.main.GaussianPrior method) (anml.prior.main.Prior method)

offset (anml.parameter.main.Parameter property) order (anml.getter.prior.SplinePriorGetter property)

P

Parameter (class in anml.parameter.main) parameters (anml.model.prototype.ModelPrototype property) params (anml.prior.main.Prior property) Positive (class in anml.data.validator) predict() (anml.model.prototype.ModelPrototype method) prior (anml.getter.prior.SplinePriorGetter property)

Prior (class in anml.prior.main) prior_gradient() (anml.parameter.main.Parameter method) prior_hessian() (anml.parameter.main.Parameter method) prior_objective() (anml.parameter.main.Parameter method) priors (anml.parameter.main.Parameter property) (anml.variable.main.Variable property)

S

shape (anml.prior.main.Prior property) size (anml.getter.prior.SplinePriorGetter property) (anml.parameter.main.Parameter property) (anml.variable.main.Variable property) (anml.variable.spline.SplineVariable property)

SmoothMapping (class in anml.parameter.smoothmapping) spline (anml.variable.spline.SplineVariable property) SplineGetter (class in anml.getter.spline) SplinePriorGetter (class in anml.getter.prior) SplineVariable (class in anml.variable.spline) SplineVariablePrior (in module anml.variable.spline)

T

transform (anml.parameter.main.Parameter property)

U

UniformPrior (class in anml.prior.main)

Unique (class in anml.data.validator)

V

Validator (class in anml.data.validator) validators (anml.data.component.Component property)

value (anml.data.component.Component property) Variable (class in anml.variable.main) variables (anml.parameter.main.Parameter property)