SPOTPY Wish List

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thouska edited this page Feb 1, 2018 · 4 revisions

This is a rough road map, which new functionality should find its way sooner or later into SPOTPY:

Additional sensitivity samplers

Sobol sensitivity anaylsis
Morris screening
Derivative-based Global Sensitivity Measure (DGSM)

Muliobjective algorithms

NSGA-II
Multiobjective GLUE approach

Additional database support

NetCDF
More robust sql (takes at the moment a very limit amount of columns (n < 2000)

Further tests on Travis CI

For all objective functions
For all likelihoods
For all hydrological indices
For all databases
For all parameter distributions

Documentation

Use of notebooks in GitHub for a better visualization of examples and tutorials of the SPOTPY package

Tracking status of samplers

Would be nice to have min and max values of goodness of fit values printed (currently only the maximum is printed, which is not for every objective function the optimum)

Include coverage on GitHub

For more transparency of tested code scripts

Any further ideas are warmly welcome!