Sensitivity analysis algorithms#
Warning
Some capabilities may require the installation of GEMSEO with all its features and some others may depend on plugins.
Warning
All the features of the wrapped libraries may not be exposed through GEMSEO.
CorrelationAnalysis#
Module: gemseo.uncertainty.sensitivity.correlation_analysis
- Optional settings
samples : IODataset | str | Path
The samples for the estimation of the sensitivity indices, either as an
IODataset
or as a pickle file path generated fromBy default it is set to .
HSICAnalysis#
Module: gemseo.uncertainty.sensitivity.hsic_analysis
- Optional settings
samples : IODataset | str | Path
The samples for the estimation of the sensitivity indices, either as an
IODataset
or as a pickle file path generated fromBy default it is set to .
MorrisAnalysis#
Module: gemseo.uncertainty.sensitivity.morris_analysis
- Optional settings
samples : IODataset | str | Path
The samples for the estimation of the sensitivity indices, either as an
IODataset
or as a pickle file path generated fromBy default it is set to .
SobolAnalysis#
Module: gemseo.uncertainty.sensitivity.sobol_analysis
- Optional settings
samples : IODataset | str | Path
The samples for the estimation of the sensitivity indices, either as an
IODataset
or as a pickle file path generated fromBy default it is set to .