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Removal of dependencies that have no recent releases: ACV, Lime? #482

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ThomasBouche opened this issue Sep 7, 2023 · 0 comments
Open

Removal of dependencies that have no recent releases: ACV, Lime? #482

ThomasBouche opened this issue Sep 7, 2023 · 0 comments
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@MLecardonnel

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@ThomasBouche
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ACV and Lime are 2 alternative libraries to shap for computing local contributions. However, these 2 libraries don't have any recent releases.
This poses problems for us in terms of dependency management and perhaps also for support in python 3.11.

One solution might be to stop using these libraries in Shapash, knowing that contributions can be computed by the user with these libraries and then added to SmartExplainer.compile() with the argument "contributions".
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@MLecardonnel @ThomasBouche