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ExplainerHUB with multiple models built with different environments #307

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gabrieloqm opened this issue Sep 30, 2024 · 0 comments
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@gabrieloqm
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Hello everyone. Im trying to use ExplainerHub feature from explainerdashboard to illustrate multiple explainers from multiple models that were trained and pickled using different environments. When trying to load all explainers objects in a single environment (the one used to deploy the ExplainerHub) I am facing issues related to the fact the environment used to show all explainers have differences related to dependencies versions compared to each model passed to each explainer object. Is there a way to fix this without having to using the same environment to deploy the solution and all the models within it?

Thank you

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