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@luseverin luseverin commented Nov 5, 2025

Changes proposed in this PR:

  • Update tuto climada_engine_unsequa_helper
  • Update tuto climada_engine_unsequa

Only minor changes here (typos, updating links and refs), although some things in climada_engine_unsequa were broken (e.g. linked to the data API).

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sampled. For example, Hazards outputs from dynamical models
for different input factors.
Uniformly sample one element from the provided list of hazards.
For example, Hazards outputs from dynamical models for different input factors.
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This would be incorrect phrasing. In general, more than one sample is drawn in total, althought for each global sample, one element is chosen. Maybe ?

Hazard is uniformly sampled the provided list of hazards.

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I have rephrased so that this is clearer.

"| param_labels | list(str) | Name of all the uncertainty input parameters|\n",
"| problem_sa | dict | The description of the uncertainty variables and their distribution as used in [SALib](https://salib.readthedocs.io/en/latest/basics.html). |\n",
"| sensitivity_method | str | Sensitivity analysis method from [SALib.analyse](https://salib.readthedocs.io/en/latest/api.html) Possible choices: 'fast', 'rbd_fact', 'morris', 'sobol', 'delta', 'ff'. Note that in Salib, sampling methods and sensitivity analysis methods should be used in specific pairs.|\n",
"| sensitivity_method | str | Sensitivity analysis method from [SALib.analyse](https://salib.readthedocs.io/en/latest/api.html) Possible choices: 'sobol', 'fast', 'rbd_fast', 'morris', 'dgsm', 'ff', 'pawn', 'rhdm', 'rsa', 'discrepancy', 'hdmr'. Note that in Salib, sampling methods and sensitivity analysis methods should be used in specific pairs.|\n",
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I do not see it in this PR, but where the allowed pairing options updated in the respective .py files?

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Yes, they are up to date. I think this was done in the unsequa update PR but I forgot to update this tutorial back then.

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chahank commented Nov 7, 2025

Thanks for the update!

I am not sure that the new sampling formulation is correct, as to me it suggest that a single sample is drawn, which is incorrect.

@chahank chahank self-assigned this Nov 7, 2025
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Thanks! Please merge.

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3 participants