ENH: Introducing local sensitivity analysis#575

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Gui-FernandesBR merged 37 commits intodevelopfrom

enh/sensitivity_analysis

Sep 8, 2024

Commits on Aug 25, 2024

ENH: introducing ImportanceModel class for parameter importance analysis

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Gui-FernandesBR
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MNT: adding imports and renaming analysis folder

Lucas-Prates
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ENH: implementing plot to ImportanceModel and fixing estimation/import errors

Lucas-Prates
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ENH: implementing summary method to ImportanceModel

Lucas-Prates
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MNT: adding optional requirements for ImportanceModel

Lucas-Prates
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MNT: using optional import tools and adding sensitivity dependency install to setup.py

Lucas-Prates
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Gui-FernandesBR
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MNT: renaming the term 'importance' to 'sensitivity' in variables, files, and folders

Lucas-Prates
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Gui-FernandesBR
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MNT: completing renaming from 'importance' to 'sensitivity'

Lucas-Prates
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Gui-FernandesBR
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MNT: Improving doc and input validation.

Lucas-Prates
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Gui-FernandesBR
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MNT: fixing plot and input validation in SensitivityModel.

Lucas-Prates
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Gui-FernandesBR
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ENH: implementing function in tools to extract data from MonteCarlo simulation's.

Lucas-Prates
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DOC: providing a notebook for quick testing of SensitivityModel (with weird results)

Lucas-Prates
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MNT: adding json dependency to tools.py

Lucas-Prates
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Fix code style issues with Black

lint-action
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MNT: removing type hints for consistency with codebase (#444)

Lucas-Prates
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Gui-FernandesBR
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MNT: applying review suggestions to sensitivity analysis.

Lucas-Prates
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Changes due to the review
Gui-FernandesBR
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MNT: more small fixes
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STY: applies black
Gui-FernandesBR
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MNT: adding sources of variation image

Lucas-Prates
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Gui-FernandesBR
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MNT: rename typo file
Gui-FernandesBR
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DOC: improve sensitivity documentation
Gui-FernandesBR
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TST: first tests for the sensitivity analysis
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DEV: remove python cache from the CI
Gui-FernandesBR
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Commits on Sep 2, 2024

Commits on Sep 4, 2024

DOC: draft documentation of sensitivity model in rst format
Lucas-Prates
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Commits on Sep 6, 2024

DOC: interpreting the results from the sensitivity plot and summary
Lucas-Prates
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Commits on Sep 7, 2024