pythia

• pythia package
  • pythia.basis module
    • multivariate_basis()
    • normalize_polynomial()
    • set_hermite_basis()
    • set_jacobi_basis()
    • set_laguerre_basis()
    • set_legendre_basis()
    • univariate_basis()
  • pythia.chaos module
    • PolynomialChaos
      • PolynomialChaos.eval()
      • PolynomialChaos.mean
      • PolynomialChaos.std
      • PolynomialChaos.var
    • assemble_indices()
    • find_optimal_indices()
    • get_gram_batchsize()
  • pythia.index module
    • IndexSet
      • IndexSet.get_index_number()
      • IndexSet.get_sobol_tuple_number()
      • IndexSet.index_to_sobol_tuple()
      • IndexSet.sobol_tuple_to_indices()
    • intersection()
    • lq_bound_set()
    • set_difference()
    • simplex_set()
    • sort_index_array()
    • tensor_set()
    • union()
  • pythia.misc module
    • batch()
    • cart_prod()
    • confidence_interval()
    • doerfler_marking()
    • format_time()
    • gelman_rubin_condition()
    • is_contained()
    • line()
    • load()
    • now()
    • save()
    • shift_coord()
    • str2iter()
    • wls_sampling_bound()
  • pythia.parameter module
    • Parameter
      • Parameter.alpha
      • Parameter.beta
      • Parameter.distribution
      • Parameter.domain
      • Parameter.mean
      • Parameter.name
      • Parameter.var
  • pythia.sampler module
    • BetaSampler
      • BetaSampler.cov
      • BetaSampler.dimension
      • BetaSampler.grad_x_log_pdf()
      • BetaSampler.hess_x_log_pdf()
      • BetaSampler.log_pdf()
      • BetaSampler.mass
      • BetaSampler.maximum
      • BetaSampler.mean
      • BetaSampler.pdf()
      • BetaSampler.sample()
      • BetaSampler.std
      • BetaSampler.var
    • GammaSampler
      • GammaSampler.cov
      • GammaSampler.dimension
      • GammaSampler.grad_x_log_pdf()
      • GammaSampler.hess_x_log_pdf()
      • GammaSampler.log_pdf()
      • GammaSampler.mass
      • GammaSampler.maximum
      • GammaSampler.mean
      • GammaSampler.pdf()
      • GammaSampler.sample()
      • GammaSampler.std
      • GammaSampler.var
    • NormalSampler
      • NormalSampler.cov
      • NormalSampler.dimension
      • NormalSampler.grad_x_log_pdf()
      • NormalSampler.hess_x_log_pdf()
      • NormalSampler.log_pdf()
      • NormalSampler.mass
      • NormalSampler.maximum
      • NormalSampler.mean
      • NormalSampler.pdf()
      • NormalSampler.sample()
      • NormalSampler.std
    • ParameterSampler
      • ParameterSampler.cov
      • ParameterSampler.dimension
      • ParameterSampler.grad_x_log_pdf()
      • ParameterSampler.hess_x_log_pdf()
      • ParameterSampler.log_pdf()
      • ParameterSampler.mass
      • ParameterSampler.maximum
      • ParameterSampler.mean
      • ParameterSampler.pdf()
      • ParameterSampler.sample()
      • ParameterSampler.weight()
    • ProductSampler
      • ProductSampler.cov
      • ProductSampler.dimension
      • ProductSampler.grad_x_log_pdf()
      • ProductSampler.hess_x_log_pdf()
      • ProductSampler.log_pdf()
      • ProductSampler.mass
      • ProductSampler.maximum
      • ProductSampler.mean
      • ProductSampler.pdf()
      • ProductSampler.sample()
      • ProductSampler.weight()
    • Sampler
      • Sampler.cov
      • Sampler.dimension
      • Sampler.domain
      • Sampler.grad_x_log_pdf()
      • Sampler.hess_x_log_pdf()
      • Sampler.log_pdf()
      • Sampler.mass
      • Sampler.maximum
      • Sampler.mean
      • Sampler.pdf()
      • Sampler.sample()
    • UniformSampler
      • UniformSampler.cov
      • UniformSampler.dimension
      • UniformSampler.grad_x_log_pdf()
      • UniformSampler.hess_x_log_pdf()
      • UniformSampler.log_pdf()
      • UniformSampler.mass
      • UniformSampler.maximum
      • UniformSampler.mean
      • UniformSampler.pdf()
      • UniformSampler.sample()
      • UniformSampler.std
      • UniformSampler.var
    • WLSSampler
      • WLSSampler.cov
      • WLSSampler.dimension
      • WLSSampler.grad_x_log_pdf()
      • WLSSampler.hess_x_log_pdf()
      • WLSSampler.log_pdf()
      • WLSSampler.mass
      • WLSSampler.maximum
      • WLSSampler.mean
      • WLSSampler.pdf()
      • WLSSampler.sample()
      • WLSSampler.weight()
    • WLSTensorSampler
      • WLSTensorSampler.cov
      • WLSTensorSampler.dimension
      • WLSTensorSampler.grad_x_log_pdf()
      • WLSTensorSampler.hess_x_log_pdf()
      • WLSTensorSampler.log_pdf()
      • WLSTensorSampler.mass
      • WLSTensorSampler.maximum
      • WLSTensorSampler.mean
      • WLSTensorSampler.pdf()
      • WLSTensorSampler.sample()
      • WLSTensorSampler.weight()
    • WLSUnivariateSampler
      • WLSUnivariateSampler.cov
      • WLSUnivariateSampler.dimension
      • WLSUnivariateSampler.grad_x_log_pdf()
      • WLSUnivariateSampler.hess_x_log_pdf()
      • WLSUnivariateSampler.log_pdf()
      • WLSUnivariateSampler.mass
      • WLSUnivariateSampler.maximum
      • WLSUnivariateSampler.mean
      • WLSUnivariateSampler.pdf()
      • WLSUnivariateSampler.sample()
      • WLSUnivariateSampler.std
      • WLSUnivariateSampler.var
      • WLSUnivariateSampler.weight()
    • assign_sampler()
    • constraint_sampling()
    • get_maximum()
    • rejection_sampling()
  • Module contents