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SAFEpython v0.0.0
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@fannysarrazin fannysarrazin released this 26 Nov 19:44
· 49 commits to main since this release
v0.0.0
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Learn about vigilant mode.

First numbered released containing:

  • different Sensitivity Analysis methods:
  1. Elementary Effect Test (EET.py, method or Morris)
  2. Regional Sensitivity Analysis (implementation based on threshold RSA_thres.py and on grouping RSA_group.py)
  3. Variance-Based Sensitivity Analysis (VBSA.py, Sobol' method)
  4. Fourier Amplitude Sensitivity Test (FAST.py)
  5. the moment-independent PAWN method (PAWN.py, implementation given data)
  • functions to perform the input sampling and Monte Carlo simulations (sampling.py, lhcube.py, and model_execution.py)
  • functions to visualize the sensitivity analysis results (plot_functions.py)
  • other utility functions (util.py)
  • test functions (ishigami_homma.py and sobol_g.py) and model examples (two hydrological models HyMod.py and HBV.py)
  • workflows that demonstrate the application of the Sensitivity Analysis methods to the test functions and model examples
Assets 2
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