Documentation of the API

This is the user manual for the Python bindings to the otpod library.

Data analysis

UnivariateLinearModelAnalysis

Linear regression analysis with residuals hypothesis tests.

POD computation methods

UnivariateLinearModelPOD

Linear regression based POD.

QuantileRegressionPOD

Quantile regression based POD.

PolynomialChaosPOD

Polynomial chaos based POD.

KrigingPOD

Kriging based POD.

Adaptive algorithms

AdaptiveSignalPOD

Adaptive algorithm for signal data type.

AdaptiveHitMissPOD

Adaptive algorithm for hit miss data type.

Sensitivity analysis

SobolIndices

Sensitivity analysis based on Sobol’ indices.

PLI

PLI base class.

PLIMean

PLI based on a mean perturbation.

PLIVariance

PLI based on a mean perturbation.

Tools

PODSummary

Run the analysis and compute POD with several methods.

DataHandling

Static methods for data handling.