Index

_

__call__() (ReliabilityEvaluator method) __init__() (SWTPIndexRecord method) (SWTPRecord method) (TargetReliabilityCalibration method)

A

absolute_integral_value() (in module pystra.dependence.correlation) acceptability_boundary() (LQI method) acceptability_margin() (LQI method) acceptability_margin_at() (LQI method) accepts_estimate() (AllCriteria method) (BetaBounds method) (BetaStability method) (BootstrapBounds method) (LearningThreshold method) (StoppingCriterion method) ActiveLearning (class in pystra.active_learning.analysis) ActiveLearningResult (class in pystra.active_learning.results) add_call_function() (StochasticModel method) add_variable() (StochasticModel method) AllCriteria (class in pystra.active_learning.stopping) alpha (FORMResult attribute)

AnalysisError AnalysisObject (class in pystra.reliability.analysis) analyze_case() (in module pystra.assessment) annualized_safety_cost() (CostBenefitModel method) (in module pystra.decision.objectives) approach (SensitivityResult attribute) approximations (SORMResult attribute) as_limit_state() (Component method) (CutSetSystem method) (KOfNSystem method) (ParallelSystem method) (SeriesSystem method) (System method) (TieSetSystem method) assess_cases() (in module pystra.assessment) AssessmentCase (class in pystra.assessment) AssessmentResult (class in pystra.assessment)

B

beta (ActiveLearningResult property) Beta (class in pystra.distributions.beta) beta (CodeCalibrationResult property) (LearningStep property) (ReliabilityEstimate property) (RiskResult property)

beta_parameter() (Beta method) BetaBounds (class in pystra.active_learning.stopping) BetaStability (class in pystra.active_learning.stopping) bins (DistributionAnalysisResult attribute) BootstrapBounds (class in pystra.active_learning.stopping) bounds (SystemFORMResult attribute)

C

calibrate() (RackwitzTargetModel method) CalibratedDesign (class in pystra.calibration.factors) calibration() (RackwitzTargetModel method) call_function (StochasticModel property) cap_probability (StrongMaximumResult attribute) case() (LoadCombination method) case_names (LoadCombination property) CaseResult (class in pystra.assessment) cases (FactorCalibrationProblem property) (LoadCombination property) cdf() (Beta method) (ChiSquare method) (Distribution method) (FrankCopula method) (Frechet method) (Gamma method) (GaussianCopula method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (IndependentCopula method) (JointDistribution method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (StdNormal static method) (StudentTCopula method) (Uniform method) (Weibull method) (ZeroInflated method) cdf_gradient() (Beta method) (ChiSquare method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (Uniform method) (Weibull method) (ZeroInflated method) ChiSquare (class in pystra.distributions.chi_square) cholesky() (CorrelationMatrix method) CodeCalibration (class in pystra.calibration.normalized)

CodeCalibrationResult (class in pystra.calibration.normalized) CodeDesignResult (class in pystra.calibration.normalized) CodeFactors (class in pystra.calibration.normalized) coefficient_of_variation (SimulationResult attribute) Component (class in pystra.systems) component_failure_masks() (CutSetSystem method) (KOfNSystem method) (ParallelSystem method) (SeriesSystem method) (System method) (TieSetSystem method) component_results (SystemFORMResult attribute) component_values() (CutSetSystem method) (KOfNSystem method) (ParallelSystem method) (SeriesSystem method) (System method) (TieSetSystem method) components (Component property) (CutSetSystem property) (KOfNSystem property) (ParallelSystem property) (SeriesSystem property) (System property) (TieSetSystem property) compute() (Transformation method) compute_modified_correlation_matrix() (in module pystra.dependence.correlation) confidence_level (StrongMaximumResult attribute) consequence() (CostBenefitModel method) Constant (class in pystra.distributions.distribution) constants (LoadCombination property) (StochasticModel property) construction() (CostBenefitModel method) construction_cost() (RackwitzTargetModel method) converged (AssessmentResult property) (CodeCalibrationResult property) (DistributionAnalysisResult property) (FORMResult property) (ReliabilityEstimate property) (SensitivityResult property) (SimulationResult property) (SORMResult property) (StrongMaximumResult property) (SystemFORMResult property) (TargetDesigns property) Copula (class in pystra.dependence.copula) copula (StochasticModel property) CopulaTransformation (class in pystra.dependence.joint) correlation (GaussianCopula property) (IndependentCopula property) (SensitivityResult attribute) (StochasticModel property) (StudentTCopula property) (SystemFORMResult attribute) CorrelationMatrix (class in pystra.dependence.correlation) CostBenefitModel (class in pystra.decision.objectives) CrudeMonteCarlo (class in pystra.reliability.monte_carlo) curvatures (SORMResult attribute) CutSetSystem (class in pystra.systems)

D

DDO (class in pystra.decision.ddo) DDOCriterion (class in pystra.decision.criteria) DDOObjective (class in pystra.decision.objectives) dead_load_ratios (CodeCalibration property) delta (SensitivityResult attribute) derive_factors() (in module pystra.calibration.factors) derive_lqi_target() (in module pystra.decision.targets) derive_target() (LQI static method) design() (CodeCalibration static method) design_from_point() (FactorCalibrationProblem method) design_index (FORMResult attribute) (StrongMaximumResult attribute) design_point_u (FORMResult attribute) (StrongMaximumResult attribute)

design_point_x (FORMResult attribute) design_with_factors() (in module pystra.calibration.factors) DesignStudy (class in pystra.decision.studies) DesignValues (class in pystra.calibration.factors) DesignVerification (class in pystra.calibration.factors) diagnostics (SensitivityResult attribute) (SimulationResult attribute) dimension (Transformation property) dist_type (Distribution attribute) Distribution (class in pystra.distributions.distribution) DistributionAnalysis (class in pystra.reliability.monte_carlo) DistributionAnalysisResult (class in pystra.results) ditlevsen_bounds() (in module pystra.systems)

E

economic_optimum() (DDO method) EnrichmentEstimator (class in pystra.active_learning.estimation) EnrichmentResult (class in pystra.active_learning.estimation) EnsembleLearningFunction (class in pystra.active_learning.learning) EnsembleSurrogate (class in pystra.active_learning.surrogates) estimate() (EnrichmentEstimator method) (ImportanceSamplingEstimator method) (MonteCarloEstimator method) (ReliabilityEstimator method) (SubsetSimulationEstimator method) evaluate() (Component method) (CostBenefitModel method) (CutSetSystem method) (DDOCriterion method) (DDOObjective method) (DesignStudy method) (KOfNSystem method) (LimitState method) (LQI method) (ParallelSystem method) (RiskStudy method) (ScenarioRiskModel method) (SeriesSystem method) (System method) (TieSetSystem method)

evaluate_reliability() (in module pystra.assessment) expected_fatalities_given_failure (FatalityConsequence property) (LQI property) ExpectedFeasibility (class in pystra.active_learning.learning) explore() (EnrichmentEstimator method) (ImportanceSamplingEstimator method) (SubsetSimulationEstimator method) expression (LimitState attribute)

F

FactorCalibrationProblem (class in pystra.calibration.factors) FactorSet (class in pystra.calibration.factors) failure_mask() (Component method) (CutSetSystem method) (KOfNSystem method) (ParallelSystem method) (SeriesSystem method) (System method) (TieSetSystem method) failure_probability (ActiveLearningResult property) failure_probability() (RackwitzTargetModel method) FatalityConsequence (class in pystra.decision.risk) FBCProcess (class in pystra.loads) FBRLearning (class in pystra.active_learning.learning) feasible() (DDOCriterion method) (LQI method) feasible_results() (DDO method) finite_difference_derivative() (in module pystra.decision.criteria) fit (SORMResult attribute) fit() (EnsembleSurrogate method) (KrigingSurrogate method) (PCESurrogate method) (PCKrigingSurrogate method) (Surrogate method) for_lives() (SWTP method)

for_period() (TargetReliability method) FORM (class in pystra.reliability.form) form (ImportanceSampling property) (LineSampling property) (SensitivityResult attribute) (SORM property) (SORMResult attribute) FORMOptions (class in pystra.options) FORMResult (class in pystra.results) formula (SORMResult attribute) FrankCopula (class in pystra.dependence.copula) Frechet (class in pystra.distributions.frechet) frechet_parameter() (Frechet method) from_actions() (LoadCombination class method) from_analysis() (FORMResult class method) from_country() (LQI class method) (SWTP class method) from_kendall_tau() (GaussianCopula class method) (IndependentCopula class method) (StudentTCopula class method) from_lqi() (LQI class method) (SWTP class method) from_maximum() (FBCProcess class method) from_scenarios() (RiskResult class method) from_swtp() (LQI class method)

G

Gamma (class in pystra.distributions.gamma) GaussianCopula (class in pystra.dependence.copula) get_beta() (RiskResult method) get_call_function() (StochasticModel method) get_copula() (StochasticModel method) get_correlation() (StochasticModel method) get_expression() (LimitState method) get_failure() (RiskResult method) get_joint_distribution() (StochasticModel method) get_len_marginal_distributions() (StochasticModel method) get_limit_state() (Component method) (CutSetSystem method) (KOfNSystem method) (ParallelSystem method) (SeriesSystem method) (System method) (TieSetSystem method) get_marginal_distributions() (StochasticModel method) get_matrix() (CorrelationMatrix method) get_modified_correlation() (StochasticModel method) get_name() (Beta method) (ChiSquare method) (Constant method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (Uniform method) (Weibull method) (ZeroInflated method)

get_names() (StochasticModel method) get_swtp() (in module pystra.decision.swtp) get_swtp_index_record() (in module pystra.decision.swtp) get_swtp_record() (in module pystra.decision.swtp) get_variables() (StochasticModel method) GEV (class in pystra.distributions.gev) GEVMin (class in pystra.distributions.gev) governing_cases (DesignValues property) GoverningFactor (class in pystra.calibration.factors) Gumbel (class in pystra.distributions.gumbel) GumbelMin (class in pystra.distributions.gumbel)

H

has_competing_points (StrongMaximumResult attribute)

I

ImportanceSampling (class in pystra.reliability.importance_sampling) ImportanceSamplingDiagnostics (class in pystra.active_learning.importance) ImportanceSamplingEstimator (class in pystra.active_learning.importance) IndependentCopula (class in pystra.dependence.copula) index_swtp_record() (in module pystra.decision.swtp) init_run() (ActiveLearning method) (AnalysisObject method) (CrudeMonteCarlo method) (DistributionAnalysis method) (ImportanceSampling method) (LineSampling method) (MonteCarlo method) (SORM method) (StrongMaximumTest method) (SubsetSimulation method) (SystemFORM method) intersections (SystemFORMResult attribute) interval_count() (FBCProcess method) inverse_rosenblatt() (FrankCopula method) (GaussianCopula method) (IndependentCopula method) (StudentTCopula method) isf() (Beta method) (ChiSquare method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (Uniform method) (Weibull method) (ZeroInflated method)

iter_components() (Component method) (CutSetSystem method) (KOfNSystem method) (ParallelSystem method) (SeriesSystem method) (System method) (TieSetSystem method) iterations (FORMResult attribute)

J

jacobian() (Beta method) (ChiSquare method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (Uniform method) (Weibull method) (ZeroInflated method)

jacobian_u_wrt_x() (CopulaTransformation method) (Transformation method) jacobian_x_wrt_u() (CopulaTransformation method) (Transformation method) jcss_lqi_acceptability() (in module pystra.decision.criteria) jcss_lqi_acceptability_margin() (in module pystra.decision.criteria) jcss_lqi_is_acceptable() (in module pystra.decision.criteria) jcss_lqi_risk_cost() (in module pystra.decision.risk) jcss_lqi_risk_cost_from_result() (in module pystra.decision.risk) jcss_systematic_reconstruction_objective() (in module pystra.decision.objectives) JointDistribution (class in pystra.dependence.joint)

K

k1 (LQI property) kendall_tau (GaussianCopula property) (IndependentCopula property) (StudentTCopula property)

KOfNSystem (class in pystra.systems) KrigingSurrogate (class in pystra.active_learning.surrogates)

L

leading_actions (LoadCombination property) learning_eff() (in module pystra.active_learning.learning) learning_u() (in module pystra.active_learning.learning) LearningDecision (class in pystra.active_learning.learning) LearningFunction (class in pystra.active_learning.learning) LearningStep (class in pystra.active_learning.results) LearningThreshold (class in pystra.active_learning.stopping) life_safety_cost() (RiskResult method) limit_state (AssessmentCase property) (LoadCombination property) limit_state_values (DistributionAnalysisResult attribute) (StrongMaximumResult attribute) limitstate (AnalysisObject attribute) LimitState (class in pystra.model) LineSampling (class in pystra.reliability.line_sampling) live_load_ratios (CodeCalibration property) LoadCombination (class in pystra.loads) logcdf() (Beta method) (ChiSquare method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (Uniform method) (Weibull method) (ZeroInflated method) Lognormal (class in pystra.distributions.lognormal) lognormal_ratio_failure_probability() (in module pystra.decision.targets) logpdf() (Beta method) (ChiSquare method) (Distribution method) (FrankCopula method) (Frechet method) (Gamma method) (GaussianCopula method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (IndependentCopula method) (JointDistribution method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (StudentTCopula method) (Uniform method) (Weibull method) (ZeroInflated method)

logsf() (Beta method) (ChiSquare method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (Uniform method) (Weibull method) (ZeroInflated method) lookup_target() (LQI static method) LQI (class in pystra.decision.criteria) lqi_k1() (in module pystra.decision.targets) lqi_target_reliability() (in module pystra.decision.targets)

M

make_transformation() (JointDistribution method) marginal (SensitivityResult attribute) marginal_distributions (StochasticModel property) matrix (CorrelationMatrix property) Maximum (class in pystra.distributions.maximum) maximum() (FBCProcess method) MaxParent (class in pystra.distributions.parent) mean (Beta property) (ChiSquare property) (Distribution property) (Frechet property) (Gamma property) (GEV property) (GEVMin property) (Gumbel property) (GumbelMin property) (Lognormal property) (Maximum property) (MaxParent property) (Normal property) (ScipyDist property) (ShiftedExponential property) (ShiftedLognormal property) (ShiftedRayleigh property) (Uniform property) (Weibull property) (ZeroInflated property) metadata (AssessmentCase property) (RackwitzTargetModel property) model (AnalysisObject attribute) (AssessmentCase property) (CodeCalibrationResult property) ModelError modified_correlation (StochasticModel property) module pystra.active_learning pystra.active_learning.analysis pystra.active_learning.estimation pystra.active_learning.importance pystra.active_learning.learning pystra.active_learning.pc_kriging pystra.active_learning.results pystra.active_learning.stopping pystra.active_learning.subset pystra.active_learning.surrogates pystra.assessment pystra.calibration pystra.calibration.factors pystra.calibration.normalized pystra.calibration.plotting pystra.decision.ddo pystra.dependence.copula pystra.dependence.correlation pystra.dependence.joint pystra.dependence.transformation pystra.distributions pystra.distributions.beta pystra.distributions.chi_square pystra.distributions.distribution pystra.distributions.frechet pystra.distributions.gamma pystra.distributions.gev pystra.distributions.gumbel pystra.distributions.lognormal pystra.distributions.maximum pystra.distributions.normal pystra.distributions.parent pystra.distributions.scipy_dist pystra.distributions.shifted_exponential pystra.distributions.shifted_lognormal pystra.distributions.shifted_rayleigh pystra.distributions.uniform pystra.distributions.weibull pystra.distributions.zero_inflated pystra.errors pystra.loads pystra.model pystra.options pystra.plotting pystra.reliability.analysis pystra.reliability.form pystra.reliability.importance_sampling pystra.reliability.line_sampling pystra.reliability.monte_carlo pystra.reliability.sensitivity pystra.reliability.sorm pystra.reliability.strong_maximum pystra.reliability.subset_simulation pystra.reliability.system_form pystra.reporting pystra.results pystra.systems

MonteCarlo (class in pystra.reliability.monte_carlo) MonteCarloEstimator (class in pystra.active_learning.estimation)

N

n_estimation (ActiveLearningResult property) n_marg (StochasticModel property) n_samples (DistributionAnalysisResult attribute) (SimulationResult attribute) name (AssessmentCase property) (Distribution attribute) names (StochasticModel property) (VariableRoles property)

nataf() (CorrelationMatrix method) nearest_positive_definite() (CorrelationMatrix class method) nominal_values (FactorCalibrationProblem property) NominalValues (class in pystra.calibration.normalized) Normal (class in pystra.distributions.normal) NormalizedReliabilityModel (class in pystra.calibration.normalized)

O

objective() (CostBenefitModel method) (RackwitzTargetModel method)

optimize() (DDO method) options (AnalysisObject attribute)

P

ParallelSystem (class in pystra.systems) parameters (Beta property) (ChiSquare property) (Distribution property) (Frechet property) (Gamma property) (GEV property) (GEVMin property) (Gumbel property) (GumbelMin property) (Lognormal property) (Maximum property) (MaxParent property) (Normal property) (ScipyDist property) (ShiftedExponential property) (ShiftedLognormal property) (ShiftedRayleigh property) (Uniform property) (Weibull property) (ZeroInflated property) PCECandidate (class in pystra.active_learning.surrogates) PCEFitResult (class in pystra.active_learning.surrogates) PCESurrogate (class in pystra.active_learning.surrogates) PCKrigingFitResult (class in pystra.active_learning.pc_kriging) PCKrigingSurrogate (class in pystra.active_learning.pc_kriging) pdf() (Beta method) (ChiSquare method) (Copula method) (Distribution method) (FrankCopula method) (Frechet method) (Gamma method) (GaussianCopula method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (IndependentCopula method) (JointDistribution method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (StdNormal static method) (StudentTCopula method) (Uniform method) (Weibull method) (ZeroInflated method) plot() (Beta method) (ChiSquare method) (DDO method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (Uniform method) (Weibull method) (ZeroInflated method) plot_calibration() (in module pystra.calibration.plotting) plot_form_geometry() (in module pystra.plotting) plot_learning_history() (in module pystra.plotting) plot_limit_state() (in module pystra.plotting) plot_pce_selection() (in module pystra.plotting) plot_strong_maximum() (in module pystra.plotting) plot_summary() (in module pystra.decision.plotting) plot_surrogate_slice() (in module pystra.plotting) point_in_time() (FBCProcess method) point_number (StrongMaximumResult attribute) points() (StrongMaximumResult method) ppf() (Beta method) (ChiSquare method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (StdNormal static method) (Uniform method) (Weibull method) (ZeroInflated method) predict() (EnsembleSurrogate method) (KrigingSurrogate method) (PCESurrogate method) (PCKrigingSurrogate method) (Surrogate method) predict_replicates() (EnsembleSurrogate method) (PCESurrogate method) present_value_factor() (CostBenefitModel method) (in module pystra.decision.objectives)

problem (TargetDesigns property) pystra.active_learning module pystra.active_learning.analysis module pystra.active_learning.estimation module pystra.active_learning.importance module pystra.active_learning.learning module pystra.active_learning.pc_kriging module pystra.active_learning.results module pystra.active_learning.stopping module pystra.active_learning.subset module pystra.active_learning.surrogates module pystra.assessment module pystra.calibration module pystra.calibration.factors module pystra.calibration.normalized module pystra.calibration.plotting module pystra.decision.ddo module pystra.dependence.copula module pystra.dependence.correlation module pystra.dependence.joint module pystra.dependence.transformation module pystra.distributions module pystra.distributions.beta module pystra.distributions.chi_square module pystra.distributions.distribution module pystra.distributions.frechet module pystra.distributions.gamma module pystra.distributions.gev module pystra.distributions.gumbel module pystra.distributions.lognormal module pystra.distributions.maximum module pystra.distributions.normal module pystra.distributions.parent module pystra.distributions.scipy_dist module pystra.distributions.shifted_exponential module pystra.distributions.shifted_lognormal module pystra.distributions.shifted_rayleigh module pystra.distributions.uniform module pystra.distributions.weibull module pystra.distributions.zero_inflated module pystra.errors module pystra.loads module pystra.model module pystra.options module pystra.plotting module pystra.reliability.analysis module pystra.reliability.form module pystra.reliability.importance_sampling module pystra.reliability.line_sampling module pystra.reliability.monte_carlo module pystra.reliability.sensitivity module pystra.reliability.sorm module pystra.reliability.strong_maximum module pystra.reliability.subset_simulation module pystra.reliability.system_form module pystra.reporting module pystra.results module pystra.systems module PystraError

R

rackwitz_table() (in module pystra.decision.targets) RackwitzTargetModel (class in pystra.decision.targets) radius (StrongMaximumResult attribute) regions (StrongMaximumResult attribute) reliability_frame() (TargetDesigns method) reliability_row() (in module pystra.reporting) ReliabilityEstimate (class in pystra.active_learning.results) (class in pystra.assessment) ReliabilityEstimator (class in pystra.active_learning.estimation) ReliabilityEvaluator (class in pystra.assessment) ReliabilityResult (class in pystra.assessment) requires_bootstrap (AllCriteria property) results (DDO property) results_valid (AnalysisObject attribute) risk_cost() (LQI method) risk_cost_from_result() (LQI method) RiskResult (class in pystra.decision.risk) RiskStudy (class in pystra.decision.studies) roles (LoadCombination property) rosenblatt() (FrankCopula method) (GaussianCopula method) (IndependentCopula method) (StudentTCopula method)

run() (ActiveLearning method) (CodeCalibration method) (CrudeMonteCarlo method) (DDO method) (DesignStudy method) (DistributionAnalysis method) (FORM method) (ImportanceSampling method) (LineSampling method) (SensitivityAnalysis method) (SORM method) (StrongMaximumTest method) (SubsetSimulation method) (SystemFORM method) rvs() (Copula method) (FrankCopula method) (GaussianCopula method) (IndependentCopula method) (JointDistribution method) (StudentTCopula method)

S

sample() (Beta method) (ChiSquare method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (Uniform method) (Weibull method) (ZeroInflated method) samples_x (DistributionAnalysisResult attribute) sampling_cov (ActiveLearningResult property) sampling_interval (ActiveLearningResult property) ScenarioRiskModel (class in pystra.decision.risk) ScipyDist (class in pystra.distributions.scipy_dist) select() (EnsembleLearningFunction method) (ExpectedFeasibility method) (FBRLearning method) (LearningFunction method) (UFunction method) select_factors() (in module pystra.calibration.factors) select_replicates() (EnsembleLearningFunction method) (FBRLearning method) sensitivity_params (Beta property) (ChiSquare property) (Distribution property) (Frechet property) (Gamma property) (GEV property) (GEVMin property) (Gumbel property) (GumbelMin property) (Lognormal property) (Maximum property) (MaxParent property) (Normal property) (ScipyDist property) (ShiftedExponential property) (ShiftedLognormal property) (ShiftedRayleigh property) (Uniform property) (Weibull property) (ZeroInflated property) SensitivityAnalysis (class in pystra.reliability.sensitivity) SensitivityResult (class in pystra.results) SeriesSystem (class in pystra.systems) serviceability_probability() (RackwitzTargetModel method) set_copula() (StochasticModel method) set_correlation() (StochasticModel method) set_exponent() (MaxParent method) set_expression() (LimitState method) set_location() (Beta method) (ChiSquare method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (Uniform method) (Weibull method) (ZeroInflated method) set_lower() (ShiftedLognormal method) set_marginal_distributions() (StochasticModel method) set_modified_correlation() (StochasticModel method) set_modified_correlation_matrix() (in module pystra.dependence.correlation) set_scale() (Beta method) (ChiSquare method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (Uniform method) (Weibull method) (ZeroInflated method)

set_zero_probability() (ZeroInflated method) sf() (Beta method) (ChiSquare method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (Uniform method) (Weibull method) (ZeroInflated method) ShiftedExponential (class in pystra.distributions.shifted_exponential) ShiftedLognormal (class in pystra.distributions.shifted_lognormal) ShiftedRayleigh (class in pystra.distributions.shifted_rayleigh) should_stop() (AllCriteria method) (BetaBounds method) (BetaStability method) (BootstrapBounds method) (LearningThreshold method) (StoppingCriterion method) SimulationOptions (class in pystra.options) SimulationResult (class in pystra.results) solve_designs() (in module pystra.calibration.factors) SORM (class in pystra.reliability.sorm) SORMOptions (class in pystra.options) SORMResult (class in pystra.results) standard_space (FORMResult attribute) start_point (Beta property) (ChiSquare property) (Distribution property) (Frechet property) (Gamma property) (GEV property) (GEVMin property) (Gumbel property) (GumbelMin property) (Lognormal property) (Maximum property) (MaxParent property) (Normal property) (ScipyDist property) (ShiftedExponential property) (ShiftedLognormal property) (ShiftedRayleigh property) (Uniform property) (Weibull property) (ZeroInflated property) std (Beta property) (ChiSquare property) (Distribution property) (Frechet property) (Gamma property) (GEV property) (GEVMin property) (Gumbel property) (GumbelMin property) (Lognormal property) (Maximum property) (MaxParent property) (Normal property) (ScipyDist property) (ShiftedExponential property) (ShiftedLognormal property) (ShiftedRayleigh property) (Uniform property) (Weibull property) (ZeroInflated property) StdNormal (class in pystra.distributions.distribution) stochastic_model() (LoadCombination method) (NormalizedReliabilityModel method) StochasticModel (class in pystra.model) StoppingCriterion (class in pystra.active_learning.stopping) StrongMaximumResult (class in pystra.results) StrongMaximumTest (class in pystra.reliability.strong_maximum) StudentTCopula (class in pystra.dependence.copula) SubsetLevel (class in pystra.active_learning.subset) SubsetRun (class in pystra.active_learning.subset) SubsetSimulation (class in pystra.reliability.subset_simulation) SubsetSimulationEstimator (class in pystra.active_learning.subset) summary() (DDO method) (DistributionAnalysisResult method) (FORMResult method) (SensitivityResult method) (SimulationResult method) (SORMResult method) (StrongMaximumResult method) (SystemFORMResult method) Surrogate (class in pystra.active_learning.surrogates) SWTP (class in pystra.decision.swtp) swtp_table() (in module pystra.decision.swtp) SWTPIndexRecord (class in pystra.decision.swtp) SWTPRecord (class in pystra.decision.swtp) System (class in pystra.systems) SystemFORM (class in pystra.reliability.system_form) SystemFORMResult (class in pystra.results)

T

table() (RackwitzTargetModel class method) TargetDesigns (class in pystra.calibration.factors) TargetReliability (class in pystra.decision.targets) TargetReliabilityCalibration (class in pystra.decision.targets) TieSetSystem (class in pystra.systems) to_dataframe() (FORMResult method) (SensitivityResult method) to_dict() (RiskResult method) (TargetReliability method)

to_frame() (AssessmentResult method) (CodeCalibrationResult method) (FactorSet method) (TargetDesigns method) total_risk_cost() (RiskResult method) transform (AnalysisObject attribute) Transformation (class in pystra.dependence.transformation) turkstra() (LoadCombination class method)

U

u_to_x() (Beta method) (ChiSquare method) (CopulaTransformation method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (Transformation method) (Uniform method) (Weibull method) (ZeroInflated method)

UFunction (class in pystra.active_learning.learning) Uniform (class in pystra.distributions.uniform) update_stats() (Maximum method)

V

value (Constant property) variable() (StochasticModel method)

VariableRoles (class in pystra.loads) verify_designs() (in module pystra.calibration.factors)

W

Weibull (class in pystra.distributions.weibull) weibull_parameter() (Weibull method) with_parameters() (Beta method) (ChiSquare method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (Uniform method) (Weibull method) (ZeroInflated method)

X

x_to_u() (Beta method) (ChiSquare method) (CopulaTransformation method) (Distribution method) (Frechet method) (Gamma method) (GEV method) (GEVMin method) (Gumbel method) (GumbelMin method) (Lognormal method) (Maximum method) (MaxParent method) (Normal method) (ScipyDist method) (ShiftedExponential method) (ShiftedLognormal method) (ShiftedRayleigh method) (Transformation method) (Uniform method) (Weibull method) (ZeroInflated method)

Z

ZeroInflated (class in pystra.distributions.zero_inflated)