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Performance metrics and Sobol indices #59

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Merged
debpal merged 20 commits into from
Oct 9, 2025
Merged

Performance metrics and Sobol indices #59

debpal merged 20 commits into from
Oct 9, 2025

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@debpal debpal commented Oct 9, 2025

This pull request includes:

  • Added several methods to the PerformanceMetrics class to compute performance indicators.
  • Added a method to compute Sobol indices in the SensitivityAnalyzer class.
  • Added release notes for the upcoming version.
  • Updated documentation for the modified codebase.

debpal added 20 commits October 9, 2025 15:08
@debpal
modify tab names in mkdcos.yml
2e581b5
@debpal
change ignoring Deprecated Warning to all Warnings due to Sobol indic…
70e826a 
…es calculation
@debpal
change name from read_output.md to data_analysis.md
accb1e4
@debpal
change name sensitivity_analysis.md to sensitivity_interface.md becau…
1bb7b38 
…se it focus only on simulation guide
@debpal
Modify content from bullet point structure to section structure in se…
7643b5b 
…nsitivity_interface.md
@debpal
Added content for performance metrics and Sobol indices in data_analy…
35eff01 
…sis.md
@debpal
Add guide for newly added method in TxtinoutReader class
314bff2
@debpal
Add content for next release
4ae75c9
@debpal
Remove test_performance_metrics.py because it is no longer required
72be007
@debpal
Add method to read sensitivity simulation output in data_manager.py
55f8a50
@debpal
Add methods to compute performance metrics by several indicators in p…
50cded7 
…erformance_metrics.py
@debpal
Add a comment in types.py to remove an import module in future when P…
7e727f0 
…yhton 3.10 support is not required
@debpal
Add private method to read sensitivity simulation output
417d2af
@debpal
Added new method to validate empty directory
1ef3e99
@debpal
Modifed docstrings for newly added methods
9cfe377
@debpal
Added new method for computing Sobol indices
64c774a
@debpal
Added new file for observed data
96e5ff4
@debpal
Updated test functions according to modified codes
ea00310
@debpal
Added changes of SWAT+ simulation by calibration.cal in changelog.md
d98c47f
@debpal
Added features of performance metrics and Sobol indices
5a63208
@debpal debpal merged commit 4deb8cd into swat-model:main Oct 9, 2025
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@zepholus zepholus mentioned this pull request Oct 15, 2025
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@debpal