Index

A

alpha (pythia.parameter.Parameter attribute)

assemble_indices() (in module pythia.chaos) assign_sampler() (in module pythia.sampler)

B

beta (pythia.parameter.Parameter attribute)

BetaSampler (class in pythia.sampler)

C

constraint_sampling() (in module pythia.sampler) cov (pythia.least_squares_sampler.OWLSSampler property) (pythia.least_squares_sampler.OWLSTensorSampler property) (pythia.least_squares_sampler.OWLSUnivariateSampler property) (pythia.sampler.BetaSampler property) (pythia.sampler.GammaSampler property) (pythia.sampler.NormalSampler property) (pythia.sampler.ParameterSampler property) (pythia.sampler.ProductSampler property) (pythia.sampler.Sampler property) (pythia.sampler.UniformSampler property)

D

dimension (pythia.least_squares_sampler.OWLSSampler property) (pythia.least_squares_sampler.OWLSTensorSampler property) (pythia.least_squares_sampler.OWLSUnivariateSampler property) (pythia.sampler.BetaSampler property) (pythia.sampler.GammaSampler property) (pythia.sampler.NormalSampler property) (pythia.sampler.ParameterSampler property) (pythia.sampler.ProductSampler property) (pythia.sampler.Sampler property) (pythia.sampler.UniformSampler property)

distribution (pythia.parameter.Parameter attribute) doerfler_marking() (in module pythia.chaos) domain (pythia.parameter.Parameter attribute) (pythia.sampler.Sampler attribute)

E

eval() (pythia.chaos.PolynomialChaos method)

F

find_optimal_indices() (in module pythia.chaos)

G

GammaSampler (class in pythia.sampler) get_gram_batchsize() (in module pythia.chaos) get_index_number() (pythia.index.IndexSet method) get_maximum() (in module pythia.sampler) get_sobol_tuple_number() (pythia.index.IndexSet method) grad_x_log_pdf() (pythia.least_squares_sampler.OWLSSampler method) (pythia.least_squares_sampler.OWLSTensorSampler method) (pythia.least_squares_sampler.OWLSUnivariateSampler method) (pythia.sampler.BetaSampler method) (pythia.sampler.GammaSampler method) (pythia.sampler.NormalSampler method) (pythia.sampler.ParameterSampler method) (pythia.sampler.ProductSampler method) (pythia.sampler.Sampler method) (pythia.sampler.UniformSampler method)

H

hess_x_log_pdf() (pythia.least_squares_sampler.OWLSSampler method) (pythia.least_squares_sampler.OWLSTensorSampler method) (pythia.least_squares_sampler.OWLSUnivariateSampler method) (pythia.sampler.BetaSampler method) (pythia.sampler.GammaSampler method) (pythia.sampler.NormalSampler method) (pythia.sampler.ParameterSampler method) (pythia.sampler.ProductSampler method) (pythia.sampler.Sampler method) (pythia.sampler.UniformSampler method)

I

index_to_sobol_tuple() (pythia.index.IndexSet method)

IndexSet (class in pythia.index) intersection() (in module pythia.index)

L

log_pdf() (pythia.least_squares_sampler.OWLSSampler method) (pythia.least_squares_sampler.OWLSTensorSampler method) (pythia.least_squares_sampler.OWLSUnivariateSampler method) (pythia.sampler.BetaSampler method) (pythia.sampler.GammaSampler method) (pythia.sampler.NormalSampler method) (pythia.sampler.ParameterSampler method) (pythia.sampler.ProductSampler method) (pythia.sampler.Sampler method) (pythia.sampler.UniformSampler method)

lq_bound_set() (in module pythia.index)

M

mass (pythia.least_squares_sampler.OWLSSampler property) (pythia.least_squares_sampler.OWLSTensorSampler property) (pythia.least_squares_sampler.OWLSUnivariateSampler property) (pythia.sampler.BetaSampler property) (pythia.sampler.GammaSampler property) (pythia.sampler.NormalSampler property) (pythia.sampler.ParameterSampler property) (pythia.sampler.ProductSampler property) (pythia.sampler.Sampler property) (pythia.sampler.UniformSampler property) maximum (pythia.least_squares_sampler.OWLSSampler property) (pythia.least_squares_sampler.OWLSTensorSampler property) (pythia.least_squares_sampler.OWLSUnivariateSampler property) (pythia.sampler.BetaSampler property) (pythia.sampler.GammaSampler property) (pythia.sampler.NormalSampler property) (pythia.sampler.ParameterSampler property) (pythia.sampler.ProductSampler property) (pythia.sampler.Sampler property) (pythia.sampler.UniformSampler property)

mean (pythia.chaos.PolynomialChaos property) (pythia.least_squares_sampler.OWLSSampler property) (pythia.least_squares_sampler.OWLSTensorSampler property) (pythia.least_squares_sampler.OWLSUnivariateSampler property) (pythia.parameter.Parameter attribute) (pythia.sampler.BetaSampler property) (pythia.sampler.GammaSampler property) (pythia.sampler.NormalSampler property) (pythia.sampler.ParameterSampler property) (pythia.sampler.ProductSampler property) (pythia.sampler.Sampler property) (pythia.sampler.UniformSampler property) module pythia.basis pythia.chaos pythia.index pythia.least_squares_sampler pythia.parameter pythia.sampler multivariate_basis() (in module pythia.basis)

N

name (pythia.parameter.Parameter attribute)

normalize_polynomial() (in module pythia.basis) NormalSampler (class in pythia.sampler)

O

owls_sampling_bound() (in module pythia.least_squares_sampler) OWLSSampler (class in pythia.least_squares_sampler)

OWLSTensorSampler (class in pythia.least_squares_sampler) OWLSUnivariateSampler (class in pythia.least_squares_sampler)

P

Parameter (class in pythia.parameter) ParameterSampler (class in pythia.sampler) pdf() (pythia.least_squares_sampler.OWLSSampler method) (pythia.least_squares_sampler.OWLSTensorSampler method) (pythia.least_squares_sampler.OWLSUnivariateSampler method) (pythia.sampler.BetaSampler method) (pythia.sampler.GammaSampler method) (pythia.sampler.NormalSampler method) (pythia.sampler.ParameterSampler method) (pythia.sampler.ProductSampler method) (pythia.sampler.Sampler method) (pythia.sampler.UniformSampler method) PolynomialChaos (class in pythia.chaos)

ProductSampler (class in pythia.sampler) pythia.basis module pythia.chaos module pythia.index module pythia.least_squares_sampler module pythia.parameter module pythia.sampler module

R

rejection_sampling() (in module pythia.sampler)

S

sample() (pythia.least_squares_sampler.OWLSSampler method) (pythia.least_squares_sampler.OWLSTensorSampler method) (pythia.least_squares_sampler.OWLSUnivariateSampler method) (pythia.sampler.BetaSampler method) (pythia.sampler.GammaSampler method) (pythia.sampler.NormalSampler method) (pythia.sampler.ParameterSampler method) (pythia.sampler.ProductSampler method) (pythia.sampler.Sampler method) (pythia.sampler.UniformSampler method) Sampler (class in pythia.sampler) set_difference() (in module pythia.index)

set_hermite_basis() (in module pythia.basis) set_jacobi_basis() (in module pythia.basis) set_laguerre_basis() (in module pythia.basis) set_legendre_basis() (in module pythia.basis) simplex_set() (in module pythia.index) sobol_tuple_to_indices() (pythia.index.IndexSet method) sort_index_array() (in module pythia.index) std (pythia.chaos.PolynomialChaos property) (pythia.least_squares_sampler.OWLSUnivariateSampler property) (pythia.sampler.BetaSampler property) (pythia.sampler.GammaSampler property) (pythia.sampler.NormalSampler property) (pythia.sampler.UniformSampler property)

T

tensor_set() (in module pythia.index)

transform_interval() (in module pythia.basis)

U

UniformSampler (class in pythia.sampler)

union() (in module pythia.index) univariate_basis() (in module pythia.basis)

V

var (pythia.chaos.PolynomialChaos property) (pythia.least_squares_sampler.OWLSUnivariateSampler property) (pythia.parameter.Parameter attribute) (pythia.sampler.BetaSampler property) (pythia.sampler.GammaSampler property) (pythia.sampler.UniformSampler property)

W

weight() (pythia.least_squares_sampler.OWLSSampler method) (pythia.least_squares_sampler.OWLSTensorSampler method) (pythia.least_squares_sampler.OWLSUnivariateSampler method) (pythia.sampler.ParameterSampler method) (pythia.sampler.ProductSampler method)

WLSSampler (class in pythia.least_squares_sampler) WLSTensorSampler (class in pythia.least_squares_sampler) WLSUnivariateSampler (class in pythia.least_squares_sampler)