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Update unsequa to fully support the latest version of SALib #828

@chahank

Description

@chahank

The unsequa module directly refers to some of the methods from the SALib package for sampling and for sensitivity analysis. In the latest version of SALib, some methods exist that are not yet documented in unsequa.

  • To resolve this, the sampling and sensitivity methods' docstrings should be updated to list all the existing methods in the SALib package.
  • Also, the compatibility dictionary SALIB_COMPATIBILITY in the unc_output module which tells the user which sampling method can be used in combination with which sensitivity method should be accordingly updated.
  • Ideally, a few tests are added to check whether the "new" methods from SALib work as in intended in unsequa.

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