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 from the to_pickle() function. If empty, use compute_samples().

    By 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 from the to_pickle() function. If empty, use compute_samples().

    By 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 from the to_pickle() function. If empty, use compute_samples().

    By 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 from the to_pickle() function. If empty, use compute_samples().

    By default it is set to .